Merge remote-tracking branch 'upstream/main' into Revised-search-mechanism

.env.example

@@ -5,6 +5,7 @@
 # ANTHROPIC_API_KEY=sk-ant-xxx
 # OPENAI_API_KEY=sk-xxx
 # GEMINI_API_KEY=xxx
+# CEREBRAS_API_KEY=xxx
 
 # ── Chat Channel ──────────────────────────
 # TELEGRAM_BOT_TOKEN=123456:ABC...

README.ja.md

@@ -12,7 +12,7 @@
 <img src="https://img.shields.io/badge/license-MIT-green" alt="License">
 </p>
 
-[中文](README.zh.md) | **日本語** | [Português](README.pt-br.md) | [Tiếng Việt](README.vi.md) | [English](README.md)
+[中文](README.zh.md) | **日本語** | [Português](README.pt-br.md) | [Tiếng Việt](README.vi.md) | [Français](README.fr.md) | [English](README.md)
 
 </div>
 
@@ -209,7 +209,7 @@ picoclaw onboard
 
 **3. API キーの取得**
 
-- **LLM プロバイダー**: [OpenRouter](https://openrouter.ai/keys) · [Zhipu](https://open.bigmodel.cn/usercenter/proj-mgmt/apikeys) · [Anthropic](https://console.anthropic.com) · [OpenAI](https://platform.openai.com) · [Gemini](https://aistudio.google.com/api-keys)
+- **LLM プロバイダー**: [OpenRouter](https://openrouter.ai/keys) · [Zhipu](https://open.bigmodel.cn/usercenter/proj-mgmt/apikeys) · [Anthropic](https://console.anthropic.com) · [OpenAI](https://platform.openai.com) · [Gemini](https://aistudio.google.com/api-keys) · [Qwen](https://dashscope.console.aliyun.com)
 - **Web 検索**（任意）: [Brave Search](https://brave.com/search/api) - 無料枠あり（月 2000 リクエスト）
 
 > **注意**: 完全な設定テンプレートは `config.example.json` を参照してください。
@@ -621,6 +621,22 @@ HEARTBEAT_OK 応答         ユーザーが直接結果を受け取る
 - `PICOCLAW_HEARTBEAT_ENABLED=false` で無効化
 - `PICOCLAW_HEARTBEAT_INTERVAL=60` で間隔変更
 
+### プロバイダー
+
+> [!NOTE]
+> Groq は Whisper による無料の音声文字起こしを提供しています。設定すると、Telegram の音声メッセージが自動的に文字起こしされます。
+
+| プロバイダー | 用途 | API キー取得先 |
+| --- | --- | --- |
+| `gemini` | LLM（Gemini 直接） | [aistudio.google.com](https://aistudio.google.com) |
+| `zhipu` | LLM（Zhipu 直接） | [bigmodel.cn](https://bigmodel.cn) |
+| `openrouter`（要テスト） | LLM（推奨、全モデルにアクセス可能） | [openrouter.ai](https://openrouter.ai) |
+| `anthropic`（要テスト） | LLM（Claude 直接） | [console.anthropic.com](https://console.anthropic.com) |
+| `openai`（要テスト） | LLM（GPT 直接） | [platform.openai.com](https://platform.openai.com) |
+| `deepseek`（要テスト） | LLM（DeepSeek 直接） | [platform.deepseek.com](https://platform.deepseek.com) |
+| `groq` | LLM + **音声文字起こし**（Whisper） | [console.groq.com](https://console.groq.com) |
+| `cerebras` | LLM（Cerebras 直接） | [cerebras.ai](https://cerebras.ai) |
+
 ### 基本設定
 
 1.  **設定ファイルの作成:**
@@ -714,6 +730,163 @@ HEARTBEAT_OK 応答         ユーザーが直接結果を受け取る
 
 </details>
 
+### モデル設定 (model_list)
+
+> **新機能！** PicoClaw は現在 **モデル中心** の設定アプローチを採用しています。`ベンダー/モデル` 形式（例: `zhipu/glm-4.7`）を指定するだけで、新しいプロバイダーを追加できます—**コードの変更は一切不要！**
+
+この設計は、柔軟なプロバイダー選択による **マルチエージェントサポート** も可能にします：
+
+- **異なるエージェント、異なるプロバイダー** : 各エージェントは独自の LLM プロバイダーを使用可能
+- **フォールバックモデル** : 耐障性のため、プライマリモデルとフォールバックモデルを設定可能
+- **ロードバランシング** : 複数のエンドポイントにリクエストを分散
+- **集中設定管理** : すべてのプロバイダーを一箇所で管理
+
+#### 📋 サポートされているすべてのベンダー
+
+| ベンダー | `model` プレフィックス | デフォルト API Base | プロトコル | API キー |
+|-------------|-----------------|---------------------|----------|---------|
+| **OpenAI** | `openai/` | `https://api.openai.com/v1` | OpenAI | [キーを取得](https://platform.openai.com) |
+| **Anthropic** | `anthropic/` | `https://api.anthropic.com/v1` | Anthropic | [キーを取得](https://console.anthropic.com) |
+| **Zhipu AI (GLM)** | `zhipu/` | `https://open.bigmodel.cn/api/paas/v4` | OpenAI | [キーを取得](https://open.bigmodel.cn/usercenter/proj-mgmt/apikeys) |
+| **DeepSeek** | `deepseek/` | `https://api.deepseek.com/v1` | OpenAI | [キーを取得](https://platform.deepseek.com) |
+| **Google Gemini** | `gemini/` | `https://generativelanguage.googleapis.com/v1beta` | OpenAI | [キーを取得](https://aistudio.google.com/api-keys) |
+| **Groq** | `groq/` | `https://api.groq.com/openai/v1` | OpenAI | [キーを取得](https://console.groq.com) |
+| **Moonshot** | `moonshot/` | `https://api.moonshot.cn/v1` | OpenAI | [キーを取得](https://platform.moonshot.cn) |
+| **Qwen (Alibaba)** | `qwen/` | `https://dashscope.aliyuncs.com/compatible-mode/v1` | OpenAI | [キーを取得](https://dashscope.console.aliyun.com) |
+| **NVIDIA** | `nvidia/` | `https://integrate.api.nvidia.com/v1` | OpenAI | [キーを取得](https://build.nvidia.com) |
+| **Ollama** | `ollama/` | `http://localhost:11434/v1` | OpenAI | ローカル（キー不要） |
+| **OpenRouter** | `openrouter/` | `https://openrouter.ai/api/v1` | OpenAI | [キーを取得](https://openrouter.ai/keys) |
+| **VLLM** | `vllm/` | `http://localhost:8000/v1` | OpenAI | ローカル |
+| **Cerebras** | `cerebras/` | `https://api.cerebras.ai/v1` | OpenAI | [キーを取得](https://cerebras.ai) |
+| **Volcengine** | `volcengine/` | `https://ark.cn-beijing.volces.com/api/v3` | OpenAI | [キーを取得](https://console.volcengine.com) |
+| **ShengsuanYun** | `shengsuanyun/` | `https://router.shengsuanyun.com/api/v1` | OpenAI | - |
+| **Antigravity** | `antigravity/` | Google Cloud | カスタム | OAuthのみ |
+| **GitHub Copilot** | `github-copilot/` | `localhost:4321` | gRPC | - |
+
+#### 基本設定
+
+```json
+{
+  "model_list": [
+    {
+      "model_name": "gpt-5.2",
+      "model": "openai/gpt-5.2",
+      "api_key": "sk-your-openai-key"
+    },
+    {
+      "model_name": "claude-sonnet-4.6",
+      "model": "anthropic/claude-sonnet-4.6",
+      "api_key": "sk-ant-your-key"
+    },
+    {
+      "model_name": "glm-4.7",
+      "model": "zhipu/glm-4.7",
+      "api_key": "your-zhipu-key"
+    }
+  ],
+  "agents": {
+    "defaults": {
+      "model": "gpt-5.2"
+    }
+  }
+}
+```
+
+#### ベンダー別の例
+
+**OpenAI**
+```json
+{
+  "model_name": "gpt-5.2",
+  "model": "openai/gpt-5.2",
+  "api_key": "sk-..."
+}
+```
+
+**Zhipu AI (GLM)**
+```json
+{
+  "model_name": "glm-4.7",
+  "model": "zhipu/glm-4.7",
+  "api_key": "your-key"
+}
+```
+
+**Anthropic (OAuth使用)**
+```json
+{
+  "model_name": "claude-sonnet-4.6",
+  "model": "anthropic/claude-sonnet-4.6",
+  "auth_method": "oauth"
+}
+```
+> OAuth認証を設定するには、`picoclaw auth login --provider anthropic` を実行してください。
+
+#### ロードバランシング
+
+同じモデル名で複数のエンドポイントを設定すると、PicoClaw が自動的にラウンドロビンで分散します：
+
+```json
+{
+  "model_list": [
+    {
+      "model_name": "gpt-5.2",
+      "model": "openai/gpt-5.2",
+      "api_base": "https://api1.example.com/v1",
+      "api_key": "sk-key1"
+    },
+    {
+      "model_name": "gpt-5.2",
+      "model": "openai/gpt-5.2",
+      "api_base": "https://api2.example.com/v1",
+      "api_key": "sk-key2"
+    }
+  ]
+}
+```
+
+#### 従来の `providers` 設定からの移行
+
+古い `providers` 設定は**非推奨**ですが、後方互換性のためにサポートされています。
+
+**旧設定（非推奨）:**
+```json
+{
+  "providers": {
+    "zhipu": {
+      "api_key": "your-key",
+      "api_base": "https://open.bigmodel.cn/api/paas/v4"
+    }
+  },
+  "agents": {
+    "defaults": {
+      "provider": "zhipu",
+      "model": "glm-4.7"
+    }
+  }
+}
+```
+
+**新設定（推奨）:**
+```json
+{
+  "model_list": [
+    {
+      "model_name": "glm-4.7",
+      "model": "zhipu/glm-4.7",
+      "api_key": "your-key"
+    }
+  ],
+  "agents": {
+    "defaults": {
+      "model": "glm-4.7"
+    }
+  }
+}
+```
+
+詳細な移行ガイドは、[docs/migration/model-list-migration.md](docs/migration/model-list-migration.md) を参照してください。
+
 ## CLI リファレンス
 
 | コマンド | 説明 |
@@ -771,5 +944,7 @@ Web 検索を有効にするには：
 |---------|--------|------------|
 | **OpenRouter** | 月 200K トークン | 複数モデル（Claude, GPT-4 など） |
 | **Zhipu** | 月 200K トークン | 中国ユーザー向け最適 |
+| **Qwen** | 無料枠あり | 通義千問 (Qwen) |
 | **Brave Search** | 月 2000 クエリ | Web 検索機能 |
 | **Groq** | 無料枠あり | 高速推論（Llama, Mixtral） |
+| **Cerebras** | 無料枠あり | 高速推論（Llama, Qwen など） |

README.md

@@ -14,7 +14,7 @@
     <a href="https://x.com/SipeedIO"><img src="https://img.shields.io/badge/X_(Twitter)-SipeedIO-black?style=flat&logo=x&logoColor=white" alt="Twitter"></a>
   </p>
 
- [中文](README.zh.md) | [日本語](README.ja.md) | [Português](README.pt-br.md) | [Tiếng Việt](README.vi.md) | **English**
+ [中文](README.zh.md) | [日本語](README.ja.md) | [Português](README.pt-br.md) | [Tiếng Việt](README.vi.md) | [Français](README.fr.md) | **English**
 </div>
 
 ---
@@ -209,18 +209,24 @@ picoclaw onboard
   "agents": {
     "defaults": {
       "workspace": "~/.picoclaw/workspace",
-      "model": "glm-4.7",
+      "model": "gpt4",
       "max_tokens": 8192,
       "temperature": 0.7,
       "max_tool_iterations": 20
     }
   },
-  "providers": {
+  "model_list": [
-    "openrouter": {
+    {
-      "api_key": "xxx",
+      "model_name": "gpt4",
-      "api_base": "https://openrouter.ai/api/v1"
+      "model": "openai/gpt-5.2",
+      "api_key": "your-api-key"
+    },
+    {
+      "model_name": "claude-sonnet-4.6",
+      "model": "anthropic/claude-sonnet-4.6",
+      "api_key": "your-anthropic-key"
     }
-  },
+  ],
   "tools": {
     "web": {
       "brave": {
@@ -237,6 +243,8 @@ picoclaw onboard
 }
 ```
 
+> **New**: The `model_list` configuration format allows zero-code provider addition. See [Model Configuration](#-model-configuration) for details.
+
 **3. Get API Keys**
 
 * **LLM Provider**: [OpenRouter](https://openrouter.ai/keys) · [Zhipu](https://open.bigmodel.cn/usercenter/proj-mgmt/apikeys) · [Anthropic](https://console.anthropic.com) · [OpenAI](https://platform.openai.com) · [Gemini](https://aistudio.google.com/api-keys)
@@ -326,7 +334,8 @@ picoclaw gateway
     "discord": {
       "enabled": true,
       "token": "YOUR_BOT_TOKEN",
-      "allow_from": ["YOUR_USER_ID"]
+      "allow_from": ["YOUR_USER_ID"],
+      "mention_only": false
     }
   }
 }
@@ -339,6 +348,10 @@ picoclaw gateway
 * Bot Permissions: `Send Messages`, `Read Message History`
 * Open the generated invite URL and add the bot to your server
 
+**Optional: Mention-only mode**
+
+Set `"mention_only": true` to make the bot respond only when @-mentioned. Useful for shared servers where you want the bot to respond only when explicitly called.
+
 **6. Run**
 
 ```bash
@@ -677,7 +690,193 @@ The subagent has access to tools (message, web_search, etc.) and can communicate
 | `anthropic(To be tested)`  | LLM (Claude direct)                     | [console.anthropic.com](https://console.anthropic.com) |
 | `openai(To be tested)`     | LLM (GPT direct)                        | [platform.openai.com](https://platform.openai.com)     |
 | `deepseek(To be tested)`   | LLM (DeepSeek direct)                   | [platform.deepseek.com](https://platform.deepseek.com) |
+| `qwen`                     | LLM (Qwen direct)                       | [dashscope.console.aliyun.com](https://dashscope.console.aliyun.com) |
 | `groq`                     | LLM + **Voice transcription** (Whisper) | [console.groq.com](https://console.groq.com)           |
+| `cerebras`                 | LLM (Cerebras direct)                   | [cerebras.ai](https://cerebras.ai)                     |
+
+### Model Configuration (model_list)
+
+> **What's New?** PicoClaw now uses a **model-centric** configuration approach. Simply specify `vendor/model` format (e.g., `zhipu/glm-4.7`) to add new providers—**zero code changes required!**
+
+This design also enables **multi-agent support** with flexible provider selection:
+
+- **Different agents, different providers**: Each agent can use its own LLM provider
+- **Model fallbacks**: Configure primary and fallback models for resilience
+- **Load balancing**: Distribute requests across multiple endpoints
+- **Centralized configuration**: Manage all providers in one place
+
+#### 📋 All Supported Vendors
+
+| Vendor | `model` Prefix | Default API Base | Protocol | API Key |
+|--------|----------------|------------------|----------|---------|
+| **OpenAI** | `openai/` | `https://api.openai.com/v1` | OpenAI | [Get Key](https://platform.openai.com) |
+| **Anthropic** | `anthropic/` | `https://api.anthropic.com/v1` | Anthropic | [Get Key](https://console.anthropic.com) |
+| **智谱 AI (GLM)** | `zhipu/` | `https://open.bigmodel.cn/api/paas/v4` | OpenAI | [Get Key](https://open.bigmodel.cn/usercenter/proj-mgmt/apikeys) |
+| **DeepSeek** | `deepseek/` | `https://api.deepseek.com/v1` | OpenAI | [Get Key](https://platform.deepseek.com) |
+| **Google Gemini** | `gemini/` | `https://generativelanguage.googleapis.com/v1beta` | OpenAI | [Get Key](https://aistudio.google.com/api-keys) |
+| **Groq** | `groq/` | `https://api.groq.com/openai/v1` | OpenAI | [Get Key](https://console.groq.com) |
+| **Moonshot** | `moonshot/` | `https://api.moonshot.cn/v1` | OpenAI | [Get Key](https://platform.moonshot.cn) |
+| **通义千问 (Qwen)** | `qwen/` | `https://dashscope.aliyuncs.com/compatible-mode/v1` | OpenAI | [Get Key](https://dashscope.console.aliyun.com) |
+| **NVIDIA** | `nvidia/` | `https://integrate.api.nvidia.com/v1` | OpenAI | [Get Key](https://build.nvidia.com) |
+| **Ollama** | `ollama/` | `http://localhost:11434/v1` | OpenAI | Local (no key needed) |
+| **OpenRouter** | `openrouter/` | `https://openrouter.ai/api/v1` | OpenAI | [Get Key](https://openrouter.ai/keys) |
+| **VLLM** | `vllm/` | `http://localhost:8000/v1` | OpenAI | Local |
+| **Cerebras** | `cerebras/` | `https://api.cerebras.ai/v1` | OpenAI | [Get Key](https://cerebras.ai) |
+| **火山引擎** | `volcengine/` | `https://ark.cn-beijing.volces.com/api/v3` | OpenAI | [Get Key](https://console.volcengine.com) |
+| **神算云** | `shengsuanyun/` | `https://router.shengsuanyun.com/api/v1` | OpenAI | - |
+| **Antigravity** | `antigravity/` | Google Cloud | Custom | OAuth only |
+| **GitHub Copilot** | `github-copilot/` | `localhost:4321` | gRPC | - |
+
+#### Basic Configuration
+
+```json
+{
+  "model_list": [
+    {
+      "model_name": "gpt-5.2",
+      "model": "openai/gpt-5.2",
+      "api_key": "sk-your-openai-key"
+    },
+    {
+      "model_name": "claude-sonnet-4.6",
+      "model": "anthropic/claude-sonnet-4.6",
+      "api_key": "sk-ant-your-key"
+    },
+    {
+      "model_name": "glm-4.7",
+      "model": "zhipu/glm-4.7",
+      "api_key": "your-zhipu-key"
+    }
+  ],
+  "agents": {
+    "defaults": {
+      "model": "gpt-5.2"
+    }
+  }
+}
+```
+
+#### Vendor-Specific Examples
+
+**OpenAI**
+```json
+{
+  "model_name": "gpt-5.2",
+  "model": "openai/gpt-5.2",
+  "api_key": "sk-..."
+}
+```
+
+**智谱 AI (GLM)**
+```json
+{
+  "model_name": "glm-4.7",
+  "model": "zhipu/glm-4.7",
+  "api_key": "your-key"
+}
+```
+
+**DeepSeek**
+```json
+{
+  "model_name": "deepseek-chat",
+  "model": "deepseek/deepseek-chat",
+  "api_key": "sk-..."
+}
+```
+
+**Anthropic (with OAuth)**
+```json
+{
+  "model_name": "claude-sonnet-4.6",
+  "model": "anthropic/claude-sonnet-4.6",
+  "auth_method": "oauth"
+}
+```
+> Run `picoclaw auth login --provider anthropic` to set up OAuth credentials.
+
+**Ollama (local)**
+```json
+{
+  "model_name": "llama3",
+  "model": "ollama/llama3"
+}
+```
+
+**Custom Proxy/API**
+```json
+{
+  "model_name": "my-custom-model",
+  "model": "openai/custom-model",
+  "api_base": "https://my-proxy.com/v1",
+  "api_key": "sk-..."
+}
+```
+
+#### Load Balancing
+
+Configure multiple endpoints for the same model name—PicoClaw will automatically round-robin between them:
+
+```json
+{
+  "model_list": [
+    {
+      "model_name": "gpt-5.2",
+      "model": "openai/gpt-5.2",
+      "api_base": "https://api1.example.com/v1",
+      "api_key": "sk-key1"
+    },
+    {
+      "model_name": "gpt-5.2",
+      "model": "openai/gpt-5.2",
+      "api_base": "https://api2.example.com/v1",
+      "api_key": "sk-key2"
+    }
+  ]
+}
+```
+
+#### Migration from Legacy `providers` Config
+
+The old `providers` configuration is **deprecated** but still supported for backward compatibility.
+
+**Old Config (deprecated):**
+```json
+{
+  "providers": {
+    "zhipu": {
+      "api_key": "your-key",
+      "api_base": "https://open.bigmodel.cn/api/paas/v4"
+    }
+  },
+  "agents": {
+    "defaults": {
+      "provider": "zhipu",
+      "model": "glm-4.7"
+    }
+  }
+}
+```
+
+**New Config (recommended):**
+```json
+{
+  "model_list": [
+    {
+      "model_name": "glm-4.7",
+      "model": "zhipu/glm-4.7",
+      "api_key": "your-key"
+    }
+  ],
+  "agents": {
+    "defaults": {
+      "model": "glm-4.7"
+    }
+  }
+}
+```
+
+For detailed migration guide, see [docs/migration/model-list-migration.md](docs/migration/model-list-migration.md).
 
 ### Provider Architecture
 
@@ -883,3 +1082,4 @@ This happens when another instance of the bot is running. Make sure only one `pi
 | **Zhipu**        | 200K tokens/month   | Best for Chinese users                |
 | **Brave Search** | 2000 queries/month  | Web search functionality              |
 | **Groq**         | Free tier available | Fast inference (Llama, Mixtral)       |
+| **Cerebras**     | Free tier available | Fast inference (Llama, Qwen, etc.)    |

README.pt-br.md

@@ -14,7 +14,7 @@
     <a href="https://x.com/SipeedIO"><img src="https://img.shields.io/badge/X_(Twitter)-SipeedIO-black?style=flat&logo=x&logoColor=white" alt="Twitter"></a>
   </p>
 
- [中文](README.zh.md) | [日本語](README.ja.md) | [English](README.md) | **Português**
+ [中文](README.zh.md) | [日本語](README.ja.md) | **Português** | [Tiếng Việt](README.vi.md) | [Français](README.fr.md) | [English](README.md)
 </div>
 
 ---
@@ -795,6 +795,163 @@ picoclaw agent -m "Ola, como vai?"
 
 </details>
 
+### Configuração de Modelo (model_list)
+
+> **Novidade!** PicoClaw agora usa uma abordagem de configuração **centrada no modelo**. Basta especificar o formato `fornecedor/modelo` (ex: `zhipu/glm-4.7`) para adicionar novos provedores—**nenhuma alteração de código necessária!**
+
+Este design também possibilita o **suporte multi-agent** com seleção flexível de provedores:
+
+- **Diferentes agentes, diferentes provedores** : Cada agente pode usar seu próprio provedor LLM
+- **Modelos de fallback** : Configure modelos primários e de reserva para resiliência
+- **Balanceamento de carga** : Distribua solicitações entre múltiplos endpoints
+- **Configuração centralizada** : Gerencie todos os provedores em um só lugar
+
+#### 📋 Todos os Fornecedores Suportados
+
+| Fornecedor | Prefixo `model` | API Base Padrão | Protocolo | Chave API |
+|-------------|-----------------|------------------|----------|-----------|
+| **OpenAI** | `openai/` | `https://api.openai.com/v1` | OpenAI | [Obter Chave](https://platform.openai.com) |
+| **Anthropic** | `anthropic/` | `https://api.anthropic.com/v1` | Anthropic | [Obter Chave](https://console.anthropic.com) |
+| **Zhipu AI (GLM)** | `zhipu/` | `https://open.bigmodel.cn/api/paas/v4` | OpenAI | [Obter Chave](https://open.bigmodel.cn/usercenter/proj-mgmt/apikeys) |
+| **DeepSeek** | `deepseek/` | `https://api.deepseek.com/v1` | OpenAI | [Obter Chave](https://platform.deepseek.com) |
+| **Google Gemini** | `gemini/` | `https://generativelanguage.googleapis.com/v1beta` | OpenAI | [Obter Chave](https://aistudio.google.com/api-keys) |
+| **Groq** | `groq/` | `https://api.groq.com/openai/v1` | OpenAI | [Obter Chave](https://console.groq.com) |
+| **Moonshot** | `moonshot/` | `https://api.moonshot.cn/v1` | OpenAI | [Obter Chave](https://platform.moonshot.cn) |
+| **Qwen (Alibaba)** | `qwen/` | `https://dashscope.aliyuncs.com/compatible-mode/v1` | OpenAI | [Obter Chave](https://dashscope.console.aliyun.com) |
+| **NVIDIA** | `nvidia/` | `https://integrate.api.nvidia.com/v1` | OpenAI | [Obter Chave](https://build.nvidia.com) |
+| **Ollama** | `ollama/` | `http://localhost:11434/v1` | OpenAI | Local (sem chave necessária) |
+| **OpenRouter** | `openrouter/` | `https://openrouter.ai/api/v1` | OpenAI | [Obter Chave](https://openrouter.ai/keys) |
+| **VLLM** | `vllm/` | `http://localhost:8000/v1` | OpenAI | Local |
+| **Cerebras** | `cerebras/` | `https://api.cerebras.ai/v1` | OpenAI | [Obter Chave](https://cerebras.ai) |
+| **Volcengine** | `volcengine/` | `https://ark.cn-beijing.volces.com/api/v3` | OpenAI | [Obter Chave](https://console.volcengine.com) |
+| **ShengsuanYun** | `shengsuanyun/` | `https://router.shengsuanyun.com/api/v1` | OpenAI | - |
+| **Antigravity** | `antigravity/` | Google Cloud | Custom | Apenas OAuth |
+| **GitHub Copilot** | `github-copilot/` | `localhost:4321` | gRPC | - |
+
+#### Configuração Básica
+
+```json
+{
+  "model_list": [
+    {
+      "model_name": "gpt-5.2",
+      "model": "openai/gpt-5.2",
+      "api_key": "sk-your-openai-key"
+    },
+    {
+      "model_name": "claude-sonnet-4.6",
+      "model": "anthropic/claude-sonnet-4.6",
+      "api_key": "sk-ant-your-key"
+    },
+    {
+      "model_name": "glm-4.7",
+      "model": "zhipu/glm-4.7",
+      "api_key": "your-zhipu-key"
+    }
+  ],
+  "agents": {
+    "defaults": {
+      "model": "gpt-5.2"
+    }
+  }
+}
+```
+
+#### Exemplos por Fornecedor
+
+**OpenAI**
+```json
+{
+  "model_name": "gpt-5.2",
+  "model": "openai/gpt-5.2",
+  "api_key": "sk-..."
+}
+```
+
+**Zhipu AI (GLM)**
+```json
+{
+  "model_name": "glm-4.7",
+  "model": "zhipu/glm-4.7",
+  "api_key": "your-key"
+}
+```
+
+**Anthropic (com OAuth)**
+```json
+{
+  "model_name": "claude-sonnet-4.6",
+  "model": "anthropic/claude-sonnet-4.6",
+  "auth_method": "oauth"
+}
+```
+> Execute `picoclaw auth login --provider anthropic` para configurar credenciais OAuth.
+
+#### Balanceamento de Carga
+
+Configure vários endpoints para o mesmo nome de modelo—PicoClaw fará round-robin automaticamente entre eles:
+
+```json
+{
+  "model_list": [
+    {
+      "model_name": "gpt-5.2",
+      "model": "openai/gpt-5.2",
+      "api_base": "https://api1.example.com/v1",
+      "api_key": "sk-key1"
+    },
+    {
+      "model_name": "gpt-5.2",
+      "model": "openai/gpt-5.2",
+      "api_base": "https://api2.example.com/v1",
+      "api_key": "sk-key2"
+    }
+  ]
+}
+```
+
+#### Migração da Configuração Legada `providers`
+
+A configuração antiga `providers` está **descontinuada** mas ainda é suportada para compatibilidade reversa.
+
+**Configuração Antiga (descontinuada):**
+```json
+{
+  "providers": {
+    "zhipu": {
+      "api_key": "your-key",
+      "api_base": "https://open.bigmodel.cn/api/paas/v4"
+    }
+  },
+  "agents": {
+    "defaults": {
+      "provider": "zhipu",
+      "model": "glm-4.7"
+    }
+  }
+}
+```
+
+**Nova Configuração (recomendada):**
+```json
+{
+  "model_list": [
+    {
+      "model_name": "glm-4.7",
+      "model": "zhipu/glm-4.7",
+      "api_key": "your-key"
+    }
+  ],
+  "agents": {
+    "defaults": {
+      "model": "glm-4.7"
+    }
+  }
+}
+```
+
+Para o guia de migração detalhado, consulte [docs/migration/model-list-migration.md](docs/migration/model-list-migration.md).
+
 ## Referência CLI
 
 | Comando | Descrição |

README.vi.md

@@ -14,7 +14,7 @@
     <a href="https://x.com/SipeedIO"><img src="https://img.shields.io/badge/X_(Twitter)-SipeedIO-black?style=flat&logo=x&logoColor=white" alt="Twitter"></a>
   </p>
 
-**Tiếng Việt** | [中文](README.zh.md) | [日本語](README.ja.md) | [English](README.md)
+[中文](README.zh.md) | [日本語](README.ja.md) | [Português](README.pt-br.md) | **Tiếng Việt** | [Français](README.fr.md) | [English](README.md)
 </div>
 
 ---
@@ -772,6 +772,163 @@ picoclaw agent -m "Xin chào"
 
 </details>
 
+### Cấu hình Mô hình (model_list)
+
+> **Tính năng mới!** PicoClaw hiện sử dụng phương pháp cấu hình **đặt mô hình vào trung tâm**. Chỉ cần chỉ định dạng `nhà cung cấp/mô hình` (ví dụ: `zhipu/glm-4.7`) để thêm nhà cung cấp mới—**không cần thay đổi mã!**
+
+Thiết kế này cũng cho phép **hỗ trợ đa tác nhân** với lựa chọn nhà cung cấp linh hoạt:
+
+- **Tác nhân khác nhau, nhà cung cấp khác nhau** : Mỗi tác nhân có thể sử dụng nhà cung cấp LLM riêng
+- **Mô hình dự phòng** : Cấu hình mô hình chính và dự phòng để tăng độ tin cậy
+- **Cân bằng tải** : Phân phối yêu cầu trên nhiều endpoint khác nhau
+- **Cấu hình tập trung** : Quản lý tất cả nhà cung cấp ở một nơi
+
+#### 📋 Tất cả Nhà cung cấp được Hỗ trợ
+
+| Nhà cung cấp | Prefix `model` | API Base Mặc định | Giao thức | Khóa API |
+|-------------|----------------|-------------------|-----------|----------|
+| **OpenAI** | `openai/` | `https://api.openai.com/v1` | OpenAI | [Lấy Khóa](https://platform.openai.com) |
+| **Anthropic** | `anthropic/` | `https://api.anthropic.com/v1` | Anthropic | [Lấy Khóa](https://console.anthropic.com) |
+| **Zhipu AI (GLM)** | `zhipu/` | `https://open.bigmodel.cn/api/paas/v4` | OpenAI | [Lấy Khóa](https://open.bigmodel.cn/usercenter/proj-mgmt/apikeys) |
+| **DeepSeek** | `deepseek/` | `https://api.deepseek.com/v1` | OpenAI | [Lấy Khóa](https://platform.deepseek.com) |
+| **Google Gemini** | `gemini/` | `https://generativelanguage.googleapis.com/v1beta` | OpenAI | [Lấy Khóa](https://aistudio.google.com/api-keys) |
+| **Groq** | `groq/` | `https://api.groq.com/openai/v1` | OpenAI | [Lấy Khóa](https://console.groq.com) |
+| **Moonshot** | `moonshot/` | `https://api.moonshot.cn/v1` | OpenAI | [Lấy Khóa](https://platform.moonshot.cn) |
+| **Qwen (Alibaba)** | `qwen/` | `https://dashscope.aliyuncs.com/compatible-mode/v1` | OpenAI | [Lấy Khóa](https://dashscope.console.aliyun.com) |
+| **NVIDIA** | `nvidia/` | `https://integrate.api.nvidia.com/v1` | OpenAI | [Lấy Khóa](https://build.nvidia.com) |
+| **Ollama** | `ollama/` | `http://localhost:11434/v1` | OpenAI | Local (không cần khóa) |
+| **OpenRouter** | `openrouter/` | `https://openrouter.ai/api/v1` | OpenAI | [Lấy Khóa](https://openrouter.ai/keys) |
+| **VLLM** | `vllm/` | `http://localhost:8000/v1` | OpenAI | Local |
+| **Cerebras** | `cerebras/` | `https://api.cerebras.ai/v1` | OpenAI | [Lấy Khóa](https://cerebras.ai) |
+| **Volcengine** | `volcengine/` | `https://ark.cn-beijing.volces.com/api/v3` | OpenAI | [Lấy Khóa](https://console.volcengine.com) |
+| **ShengsuanYun** | `shengsuanyun/` | `https://router.shengsuanyun.com/api/v1` | OpenAI | - |
+| **Antigravity** | `antigravity/` | Google Cloud | Tùy chỉnh | Chỉ OAuth |
+| **GitHub Copilot** | `github-copilot/` | `localhost:4321` | gRPC | - |
+
+#### Cấu hình Cơ bản
+
+```json
+{
+  "model_list": [
+    {
+      "model_name": "gpt-5.2",
+      "model": "openai/gpt-5.2",
+      "api_key": "sk-your-openai-key"
+    },
+    {
+      "model_name": "claude-sonnet-4.6",
+      "model": "anthropic/claude-sonnet-4.6",
+      "api_key": "sk-ant-your-key"
+    },
+    {
+      "model_name": "glm-4.7",
+      "model": "zhipu/glm-4.7",
+      "api_key": "your-zhipu-key"
+    }
+  ],
+  "agents": {
+    "defaults": {
+      "model": "gpt-5.2"
+    }
+  }
+}
+```
+
+#### Ví dụ theo Nhà cung cấp
+
+**OpenAI**
+```json
+{
+  "model_name": "gpt-5.2",
+  "model": "openai/gpt-5.2",
+  "api_key": "sk-..."
+}
+```
+
+**Zhipu AI (GLM)**
+```json
+{
+  "model_name": "glm-4.7",
+  "model": "zhipu/glm-4.7",
+  "api_key": "your-key"
+}
+```
+
+**Anthropic (với OAuth)**
+```json
+{
+  "model_name": "claude-sonnet-4.6",
+  "model": "anthropic/claude-sonnet-4.6",
+  "auth_method": "oauth"
+}
+```
+> Chạy `picoclaw auth login --provider anthropic` để thiết lập thông tin xác thực OAuth.
+
+#### Cân bằng Tải tải
+
+Định cấu hình nhiều endpoint cho cùng một tên mô hình—PicoClaw sẽ tự động phân phối round-robin giữa chúng:
+
+```json
+{
+  "model_list": [
+    {
+      "model_name": "gpt-5.2",
+      "model": "openai/gpt-5.2",
+      "api_base": "https://api1.example.com/v1",
+      "api_key": "sk-key1"
+    },
+    {
+      "model_name": "gpt-5.2",
+      "model": "openai/gpt-5.2",
+      "api_base": "https://api2.example.com/v1",
+      "api_key": "sk-key2"
+    }
+  ]
+}
+```
+
+#### Chuyển đổi từ Cấu hình `providers` Cũ
+
+Cấu hình `providers` cũ đã **ngừng sử dụng** nhưng vẫn được hỗ trợ để tương thích ngược.
+
+**Cấu hình Cũ (đã ngừng sử dụng):**
+```json
+{
+  "providers": {
+    "zhipu": {
+      "api_key": "your-key",
+      "api_base": "https://open.bigmodel.cn/api/paas/v4"
+    }
+  },
+  "agents": {
+    "defaults": {
+      "provider": "zhipu",
+      "model": "glm-4.7"
+    }
+  }
+}
+```
+
+**Cấu hình Mới (khuyến nghị):**
+```json
+{
+  "model_list": [
+    {
+      "model_name": "glm-4.7",
+      "model": "zhipu/glm-4.7",
+      "api_key": "your-key"
+    }
+  ],
+  "agents": {
+    "defaults": {
+      "model": "glm-4.7"
+    }
+  }
+}
+```
+
+Xem hướng dẫn chuyển đổi chi tiết tại [docs/migration/model-list-migration.md](docs/migration/model-list-migration.md).
+
 ## Tham chiếu CLI
 
 | Lệnh | Mô tả |

README.zh.md

@@ -14,7 +14,7 @@
     <a href="https://x.com/SipeedIO"><img src="https://img.shields.io/badge/X_(Twitter)-SipeedIO-black?style=flat&logo=x&logoColor=white" alt="Twitter"></a>
   </p>
 
- **中文** | [日本語](README.ja.md) | [Português](README.pt-br.md) | [Tiếng Việt](README.vi.md) | [English](README.md)
+ **中文** | [日本語](README.ja.md) | [Português](README.pt-br.md) | [Tiếng Việt](README.vi.md) | [Français](README.fr.md) | [English](README.md)
 </div>
 
 ---
@@ -218,18 +218,24 @@ picoclaw onboard
   "agents": {
     "defaults": {
       "workspace": "~/.picoclaw/workspace",
-      "model": "glm-4.7",
+      "model": "gpt4",
       "max_tokens": 8192,
       "temperature": 0.7,
       "max_tool_iterations": 20
     }
   },
-  "providers": {
+  "model_list": [
-    "openrouter": {
+    {
-      "api_key": "xxx",
+      "model_name": "gpt4",
-      "api_base": "https://openrouter.ai/api/v1"
+      "model": "openai/gpt-5.2",
+      "api_key": "your-api-key"
+    },
+    {
+      "model_name": "claude-sonnet-4.6",
+      "model": "anthropic/claude-sonnet-4.6",
+      "api_key": "your-anthropic-key"
     }
-  },
+  ],
   "tools": {
     "web": {
       "search": {
@@ -245,6 +251,8 @@ picoclaw onboard
 
 ```
 
+> **新功能**: `model_list` 配置格式支持零代码添加 provider。详见[模型配置](#-模型配置-model_list)章节。
+
 **3. 获取 API Key**
 
 * **LLM 提供商**: [OpenRouter](https://openrouter.ai/keys) · [Zhipu](https://open.bigmodel.cn/usercenter/proj-mgmt/apikeys) · [Anthropic](https://console.anthropic.com) · [OpenAI](https://platform.openai.com) · [Gemini](https://aistudio.google.com/api-keys)
@@ -554,7 +562,193 @@ Agent 读取 HEARTBEAT.md
 | `anthropic(待测试)` | LLM (Claude 直连) | [console.anthropic.com](https://console.anthropic.com) |
 | `openai(待测试)` | LLM (GPT 直连) | [platform.openai.com](https://platform.openai.com) |
 | `deepseek(待测试)` | LLM (DeepSeek 直连) | [platform.deepseek.com](https://platform.deepseek.com) |
+| `qwen` | LLM (通义千问) | [dashscope.console.aliyun.com](https://dashscope.console.aliyun.com) |
 | `groq` | LLM + **语音转录** (Whisper) | [console.groq.com](https://console.groq.com) |
+| `cerebras` | LLM (Cerebras 直连) | [cerebras.ai](https://cerebras.ai) |
+
+### 模型配置 (model_list)
+
+> **新功能！** PicoClaw 现在采用**以模型为中心**的配置方式。只需使用 `厂商/模型` 格式（如 `zhipu/glm-4.7`）即可添加新的 provider——**无需修改任何代码！**
+
+该设计同时支持**多 Agent 场景**，提供灵活的 Provider 选择：
+
+- **不同 Agent 使用不同 Provider**：每个 Agent 可以使用自己的 LLM provider
+- **模型回退（Fallback）**：配置主模型和备用模型，提高可靠性
+- **负载均衡**：在多个 API 端点之间分配请求
+- **集中化配置**：在一个地方管理所有 provider
+
+#### 📋 所有支持的厂商
+
+| 厂商 | `model` 前缀 | 默认 API Base | 协议 | 获取 API Key |
+|------|-------------|---------------|------|--------------|
+| **OpenAI** | `openai/` | `https://api.openai.com/v1` | OpenAI | [获取密钥](https://platform.openai.com) |
+| **Anthropic** | `anthropic/` | `https://api.anthropic.com/v1` | Anthropic | [获取密钥](https://console.anthropic.com) |
+| **智谱 AI (GLM)** | `zhipu/` | `https://open.bigmodel.cn/api/paas/v4` | OpenAI | [获取密钥](https://open.bigmodel.cn/usercenter/proj-mgmt/apikeys) |
+| **DeepSeek** | `deepseek/` | `https://api.deepseek.com/v1` | OpenAI | [获取密钥](https://platform.deepseek.com) |
+| **Google Gemini** | `gemini/` | `https://generativelanguage.googleapis.com/v1beta` | OpenAI | [获取密钥](https://aistudio.google.com/api-keys) |
+| **Groq** | `groq/` | `https://api.groq.com/openai/v1` | OpenAI | [获取密钥](https://console.groq.com) |
+| **Moonshot** | `moonshot/` | `https://api.moonshot.cn/v1` | OpenAI | [获取密钥](https://platform.moonshot.cn) |
+| **通义千问 (Qwen)** | `qwen/` | `https://dashscope.aliyuncs.com/compatible-mode/v1` | OpenAI | [获取密钥](https://dashscope.console.aliyun.com) |
+| **NVIDIA** | `nvidia/` | `https://integrate.api.nvidia.com/v1` | OpenAI | [获取密钥](https://build.nvidia.com) |
+| **Ollama** | `ollama/` | `http://localhost:11434/v1` | OpenAI | 本地（无需密钥） |
+| **OpenRouter** | `openrouter/` | `https://openrouter.ai/api/v1` | OpenAI | [获取密钥](https://openrouter.ai/keys) |
+| **VLLM** | `vllm/` | `http://localhost:8000/v1` | OpenAI | 本地 |
+| **Cerebras** | `cerebras/` | `https://api.cerebras.ai/v1` | OpenAI | [获取密钥](https://cerebras.ai) |
+| **火山引擎** | `volcengine/` | `https://ark.cn-beijing.volces.com/api/v3` | OpenAI | [获取密钥](https://console.volcengine.com) |
+| **神算云** | `shengsuanyun/` | `https://router.shengsuanyun.com/api/v1` | OpenAI | - |
+| **Antigravity** | `antigravity/` | Google Cloud | 自定义 | 仅 OAuth |
+| **GitHub Copilot** | `github-copilot/` | `localhost:4321` | gRPC | - |
+
+#### 基础配置示例
+
+```json
+{
+  "model_list": [
+    {
+      "model_name": "gpt-5.2",
+      "model": "openai/gpt-5.2",
+      "api_key": "sk-your-openai-key"
+    },
+    {
+      "model_name": "claude-sonnet-4.6",
+      "model": "anthropic/claude-sonnet-4.6",
+      "api_key": "sk-ant-your-key"
+    },
+    {
+      "model_name": "glm-4.7",
+      "model": "zhipu/glm-4.7",
+      "api_key": "your-zhipu-key"
+    }
+  ],
+  "agents": {
+    "defaults": {
+      "model": "gpt-5.2"
+    }
+  }
+}
+```
+
+#### 各厂商配置示例
+
+**OpenAI**
+```json
+{
+  "model_name": "gpt-5.2",
+  "model": "openai/gpt-5.2",
+  "api_key": "sk-..."
+}
+```
+
+**智谱 AI (GLM)**
+```json
+{
+  "model_name": "glm-4.7",
+  "model": "zhipu/glm-4.7",
+  "api_key": "your-key"
+}
+```
+
+**DeepSeek**
+```json
+{
+  "model_name": "deepseek-chat",
+  "model": "deepseek/deepseek-chat",
+  "api_key": "sk-..."
+}
+```
+
+**Anthropic (使用 OAuth)**
+```json
+{
+  "model_name": "claude-sonnet-4.6",
+  "model": "anthropic/claude-sonnet-4.6",
+  "auth_method": "oauth"
+}
+```
+> 运行 `picoclaw auth login --provider anthropic` 来设置 OAuth 凭证。
+
+**Ollama (本地)**
+```json
+{
+  "model_name": "llama3",
+  "model": "ollama/llama3"
+}
+```
+
+**自定义代理/API**
+```json
+{
+  "model_name": "my-custom-model",
+  "model": "openai/custom-model",
+  "api_base": "https://my-proxy.com/v1",
+  "api_key": "sk-..."
+}
+```
+
+#### 负载均衡
+
+为同一个模型名称配置多个端点——PicoClaw 会自动在它们之间轮询：
+
+```json
+{
+  "model_list": [
+    {
+      "model_name": "gpt-5.2",
+      "model": "openai/gpt-5.2",
+      "api_base": "https://api1.example.com/v1",
+      "api_key": "sk-key1"
+    },
+    {
+      "model_name": "gpt-5.2",
+      "model": "openai/gpt-5.2",
+      "api_base": "https://api2.example.com/v1",
+      "api_key": "sk-key2"
+    }
+  ]
+}
+```
+
+#### 从旧的 `providers` 配置迁移
+
+旧的 `providers` 配置格式**已弃用**，但为向后兼容仍支持。
+
+**旧配置（已弃用）：**
+```json
+{
+  "providers": {
+    "zhipu": {
+      "api_key": "your-key",
+      "api_base": "https://open.bigmodel.cn/api/paas/v4"
+    }
+  },
+  "agents": {
+    "defaults": {
+      "provider": "zhipu",
+      "model": "glm-4.7"
+    }
+  }
+}
+```
+
+**新配置（推荐）：**
+```json
+{
+  "model_list": [
+    {
+      "model_name": "glm-4.7",
+      "model": "zhipu/glm-4.7",
+      "api_key": "your-key"
+    }
+  ],
+  "agents": {
+    "defaults": {
+      "model": "glm-4.7"
+    }
+  }
+}
+```
+
+详细的迁移指南请参考 [docs/migration/model-list-migration.md](docs/migration/model-list-migration.md)。
 
 <details>
 <summary><b>智谱 (Zhipu) 配置示例</b></summary>
@@ -741,4 +935,5 @@ Discord:  [https://discord.gg/V4sAZ9XWpN](https://discord.gg/V4sAZ9XWpN)
 | **OpenRouter** | 200K tokens/月 | 多模型聚合 (Claude, GPT-4 等) |
 | **智谱 (Zhipu)** | 200K tokens/月 | 最适合中国用户 |
 | **Brave Search** | 2000 次查询/月 | 网络搜索功能 |
-| **Groq** | 提供免费层级 | 极速推理 (Llama, Mixtral) |
+| **Groq** | 提供免费层级 | 极速推理 (Llama, Mixtral) |
+| **Cerebras** | 提供免费层级 | 极速推理 (Llama, Qwen 等) |

cmd/picoclaw/cmd_agent.go

@@ -0,0 +1,181 @@
+// PicoClaw - Ultra-lightweight personal AI agent
+// License: MIT
+
+package main
+
+import (
+	"bufio"
+	"context"
+	"fmt"
+	"io"
+	"os"
+	"path/filepath"
+	"strings"
+
+	"github.com/chzyer/readline"
+	"github.com/sipeed/picoclaw/pkg/agent"
+	"github.com/sipeed/picoclaw/pkg/bus"
+	"github.com/sipeed/picoclaw/pkg/logger"
+	"github.com/sipeed/picoclaw/pkg/providers"
+)
+
+func agentCmd() {
+	message := ""
+	sessionKey := "cli:default"
+	modelOverride := ""
+
+	args := os.Args[2:]
+	for i := 0; i < len(args); i++ {
+		switch args[i] {
+		case "--debug", "-d":
+			logger.SetLevel(logger.DEBUG)
+			fmt.Println("🔍 Debug mode enabled")
+		case "-m", "--message":
+			if i+1 < len(args) {
+				message = args[i+1]
+				i++
+			}
+		case "-s", "--session":
+			if i+1 < len(args) {
+				sessionKey = args[i+1]
+				i++
+			}
+		case "--model", "-model":
+			if i+1 < len(args) {
+				modelOverride = args[i+1]
+				i++
+			}
+		}
+	}
+
+	cfg, err := loadConfig()
+	if err != nil {
+		fmt.Printf("Error loading config: %v\n", err)
+		os.Exit(1)
+	}
+
+	if modelOverride != "" {
+		cfg.Agents.Defaults.Model = modelOverride
+	}
+
+	provider, modelID, err := providers.CreateProvider(cfg)
+	if err != nil {
+		fmt.Printf("Error creating provider: %v\n", err)
+		os.Exit(1)
+	}
+	// Use the resolved model ID from provider creation
+	if modelID != "" {
+		cfg.Agents.Defaults.Model = modelID
+	}
+
+	msgBus := bus.NewMessageBus()
+	agentLoop := agent.NewAgentLoop(cfg, msgBus, provider)
+
+	// Print agent startup info (only for interactive mode)
+	startupInfo := agentLoop.GetStartupInfo()
+	logger.InfoCF("agent", "Agent initialized",
+		map[string]interface{}{
+			"tools_count":      startupInfo["tools"].(map[string]interface{})["count"],
+			"skills_total":     startupInfo["skills"].(map[string]interface{})["total"],
+			"skills_available": startupInfo["skills"].(map[string]interface{})["available"],
+		})
+
+	if message != "" {
+		ctx := context.Background()
+		response, err := agentLoop.ProcessDirect(ctx, message, sessionKey)
+		if err != nil {
+			fmt.Printf("Error: %v\n", err)
+			os.Exit(1)
+		}
+		fmt.Printf("\n%s %s\n", logo, response)
+	} else {
+		fmt.Printf("%s Interactive mode (Ctrl+C to exit)\n\n", logo)
+		interactiveMode(agentLoop, sessionKey)
+	}
+}
+
+func interactiveMode(agentLoop *agent.AgentLoop, sessionKey string) {
+	prompt := fmt.Sprintf("%s You: ", logo)
+
+	rl, err := readline.NewEx(&readline.Config{
+		Prompt:          prompt,
+		HistoryFile:     filepath.Join(os.TempDir(), ".picoclaw_history"),
+		HistoryLimit:    100,
+		InterruptPrompt: "^C",
+		EOFPrompt:       "exit",
+	})
+
+	if err != nil {
+		fmt.Printf("Error initializing readline: %v\n", err)
+		fmt.Println("Falling back to simple input mode...")
+		simpleInteractiveMode(agentLoop, sessionKey)
+		return
+	}
+	defer rl.Close()
+
+	for {
+		line, err := rl.Readline()
+		if err != nil {
+			if err == readline.ErrInterrupt || err == io.EOF {
+				fmt.Println("\nGoodbye!")
+				return
+			}
+			fmt.Printf("Error reading input: %v\n", err)
+			continue
+		}
+
+		input := strings.TrimSpace(line)
+		if input == "" {
+			continue
+		}
+
+		if input == "exit" || input == "quit" {
+			fmt.Println("Goodbye!")
+			return
+		}
+
+		ctx := context.Background()
+		response, err := agentLoop.ProcessDirect(ctx, input, sessionKey)
+		if err != nil {
+			fmt.Printf("Error: %v\n", err)
+			continue
+		}
+
+		fmt.Printf("\n%s %s\n\n", logo, response)
+	}
+}
+
+func simpleInteractiveMode(agentLoop *agent.AgentLoop, sessionKey string) {
+	reader := bufio.NewReader(os.Stdin)
+	for {
+		fmt.Print(fmt.Sprintf("%s You: ", logo))
+		line, err := reader.ReadString('\n')
+		if err != nil {
+			if err == io.EOF {
+				fmt.Println("\nGoodbye!")
+				return
+			}
+			fmt.Printf("Error reading input: %v\n", err)
+			continue
+		}
+
+		input := strings.TrimSpace(line)
+		if input == "" {
+			continue
+		}
+
+		if input == "exit" || input == "quit" {
+			fmt.Println("Goodbye!")
+			return
+		}
+
+		ctx := context.Background()
+		response, err := agentLoop.ProcessDirect(ctx, input, sessionKey)
+		if err != nil {
+			fmt.Printf("Error: %v\n", err)
+			continue
+		}
+
+		fmt.Printf("\n%s %s\n\n", logo, response)
+	}
+}

cmd/picoclaw/cmd_auth.go

@@ -0,0 +1,512 @@
+// PicoClaw - Ultra-lightweight personal AI agent
+// License: MIT
+
+package main
+
+import (
+	"encoding/json"
+	"fmt"
+	"io"
+	"net/http"
+	"os"
+	"strings"
+	"time"
+
+	"github.com/sipeed/picoclaw/pkg/auth"
+	"github.com/sipeed/picoclaw/pkg/config"
+	"github.com/sipeed/picoclaw/pkg/providers"
+)
+
+const supportedProvidersMsg = "Supported providers: openai, anthropic, google-antigravity"
+
+func authCmd() {
+	if len(os.Args) < 3 {
+		authHelp()
+		return
+	}
+
+	switch os.Args[2] {
+	case "login":
+		authLoginCmd()
+	case "logout":
+		authLogoutCmd()
+	case "status":
+		authStatusCmd()
+	case "models":
+		authModelsCmd()
+	default:
+		fmt.Printf("Unknown auth command: %s\n", os.Args[2])
+		authHelp()
+	}
+}
+
+func authHelp() {
+	fmt.Println("\nAuth commands:")
+	fmt.Println("  login       Login via OAuth or paste token")
+	fmt.Println("  logout      Remove stored credentials")
+	fmt.Println("  status      Show current auth status")
+	fmt.Println("  models      List available Antigravity models")
+	fmt.Println()
+	fmt.Println("Login options:")
+	fmt.Println("  --provider <name>    Provider to login with (openai, anthropic, google-antigravity)")
+	fmt.Println("  --device-code        Use device code flow (for headless environments)")
+	fmt.Println()
+	fmt.Println("Examples:")
+	fmt.Println("  picoclaw auth login --provider openai")
+	fmt.Println("  picoclaw auth login --provider openai --device-code")
+	fmt.Println("  picoclaw auth login --provider anthropic")
+	fmt.Println("  picoclaw auth login --provider google-antigravity")
+	fmt.Println("  picoclaw auth models")
+	fmt.Println("  picoclaw auth logout --provider openai")
+	fmt.Println("  picoclaw auth status")
+}
+
+func authLoginCmd() {
+	provider := ""
+	useDeviceCode := false
+
+	args := os.Args[3:]
+	for i := 0; i < len(args); i++ {
+		switch args[i] {
+		case "--provider", "-p":
+			if i+1 < len(args) {
+				provider = args[i+1]
+				i++
+			}
+		case "--device-code":
+			useDeviceCode = true
+		}
+	}
+
+	if provider == "" {
+		fmt.Println("Error: --provider is required")
+		fmt.Println(supportedProvidersMsg)
+		return
+	}
+
+	switch provider {
+	case "openai":
+		authLoginOpenAI(useDeviceCode)
+	case "anthropic":
+		authLoginPasteToken(provider)
+	case "google-antigravity", "antigravity":
+		authLoginGoogleAntigravity()
+	default:
+		fmt.Printf("Unsupported provider: %s\n", provider)
+		fmt.Println(supportedProvidersMsg)
+	}
+}
+
+func authLoginOpenAI(useDeviceCode bool) {
+	cfg := auth.OpenAIOAuthConfig()
+
+	var cred *auth.AuthCredential
+	var err error
+
+	if useDeviceCode {
+		cred, err = auth.LoginDeviceCode(cfg)
+	} else {
+		cred, err = auth.LoginBrowser(cfg)
+	}
+
+	if err != nil {
+		fmt.Printf("Login failed: %v\n", err)
+		os.Exit(1)
+	}
+
+	if err := auth.SetCredential("openai", cred); err != nil {
+		fmt.Printf("Failed to save credentials: %v\n", err)
+		os.Exit(1)
+	}
+
+	appCfg, err := loadConfig()
+	if err == nil {
+		// Update Providers (legacy format)
+		appCfg.Providers.OpenAI.AuthMethod = "oauth"
+
+		// Update or add openai in ModelList
+		foundOpenAI := false
+		for i := range appCfg.ModelList {
+			if isOpenAIModel(appCfg.ModelList[i].Model) {
+				appCfg.ModelList[i].AuthMethod = "oauth"
+				foundOpenAI = true
+				break
+			}
+		}
+
+		// If no openai in ModelList, add it
+		if !foundOpenAI {
+			appCfg.ModelList = append(appCfg.ModelList, config.ModelConfig{
+				ModelName:  "gpt-5.2",
+				Model:      "openai/gpt-5.2",
+				AuthMethod: "oauth",
+			})
+		}
+
+		// Update default model to use OpenAI
+		appCfg.Agents.Defaults.Model = "gpt-5.2"
+
+		if err := config.SaveConfig(getConfigPath(), appCfg); err != nil {
+			fmt.Printf("Warning: could not update config: %v\n", err)
+		}
+	}
+
+	fmt.Println("Login successful!")
+	if cred.AccountID != "" {
+		fmt.Printf("Account: %s\n", cred.AccountID)
+	}
+	fmt.Println("Default model set to: gpt-5.2")
+}
+
+func authLoginGoogleAntigravity() {
+	cfg := auth.GoogleAntigravityOAuthConfig()
+
+	cred, err := auth.LoginBrowser(cfg)
+	if err != nil {
+		fmt.Printf("Login failed: %v\n", err)
+		os.Exit(1)
+	}
+
+	cred.Provider = "google-antigravity"
+
+	// Fetch user email from Google userinfo
+	email, err := fetchGoogleUserEmail(cred.AccessToken)
+	if err != nil {
+		fmt.Printf("Warning: could not fetch email: %v\n", err)
+	} else {
+		cred.Email = email
+		fmt.Printf("Email: %s\n", email)
+	}
+
+	// Fetch Cloud Code Assist project ID
+	projectID, err := providers.FetchAntigravityProjectID(cred.AccessToken)
+	if err != nil {
+		fmt.Printf("Warning: could not fetch project ID: %v\n", err)
+		fmt.Println("You may need Google Cloud Code Assist enabled on your account.")
+	} else {
+		cred.ProjectID = projectID
+		fmt.Printf("Project: %s\n", projectID)
+	}
+
+	if err := auth.SetCredential("google-antigravity", cred); err != nil {
+		fmt.Printf("Failed to save credentials: %v\n", err)
+		os.Exit(1)
+	}
+
+	appCfg, err := loadConfig()
+	if err == nil {
+		// Update Providers (legacy format, for backward compatibility)
+		appCfg.Providers.Antigravity.AuthMethod = "oauth"
+
+		// Update or add antigravity in ModelList
+		foundAntigravity := false
+		for i := range appCfg.ModelList {
+			if isAntigravityModel(appCfg.ModelList[i].Model) {
+				appCfg.ModelList[i].AuthMethod = "oauth"
+				foundAntigravity = true
+				break
+			}
+		}
+
+		// If no antigravity in ModelList, add it
+		if !foundAntigravity {
+			appCfg.ModelList = append(appCfg.ModelList, config.ModelConfig{
+				ModelName:  "gemini-flash",
+				Model:      "antigravity/gemini-3-flash",
+				AuthMethod: "oauth",
+			})
+		}
+
+		// Update default model
+		appCfg.Agents.Defaults.Model = "gemini-flash"
+
+		if err := config.SaveConfig(getConfigPath(), appCfg); err != nil {
+			fmt.Printf("Warning: could not update config: %v\n", err)
+		}
+	}
+
+	fmt.Println("\n✓ Google Antigravity login successful!")
+	fmt.Println("Default model set to: gemini-flash")
+	fmt.Println("Try it: picoclaw agent -m \"Hello world\"")
+}
+
+func fetchGoogleUserEmail(accessToken string) (string, error) {
+	req, err := http.NewRequest("GET", "https://www.googleapis.com/oauth2/v2/userinfo", nil)
+	if err != nil {
+		return "", err
+	}
+	req.Header.Set("Authorization", "Bearer "+accessToken)
+
+	client := &http.Client{Timeout: 10 * time.Second}
+	resp, err := client.Do(req)
+	if err != nil {
+		return "", err
+	}
+	defer resp.Body.Close()
+
+	body, _ := io.ReadAll(resp.Body)
+	if resp.StatusCode != http.StatusOK {
+		return "", fmt.Errorf("userinfo request failed: %s", string(body))
+	}
+
+	var userInfo struct {
+		Email string `json:"email"`
+	}
+	if err := json.Unmarshal(body, &userInfo); err != nil {
+		return "", err
+	}
+	return userInfo.Email, nil
+}
+
+func authLoginPasteToken(provider string) {
+	cred, err := auth.LoginPasteToken(provider, os.Stdin)
+	if err != nil {
+		fmt.Printf("Login failed: %v\n", err)
+		os.Exit(1)
+	}
+
+	if err := auth.SetCredential(provider, cred); err != nil {
+		fmt.Printf("Failed to save credentials: %v\n", err)
+		os.Exit(1)
+	}
+
+	appCfg, err := loadConfig()
+	if err == nil {
+		switch provider {
+		case "anthropic":
+			appCfg.Providers.Anthropic.AuthMethod = "token"
+			// Update ModelList
+			found := false
+			for i := range appCfg.ModelList {
+				if isAnthropicModel(appCfg.ModelList[i].Model) {
+					appCfg.ModelList[i].AuthMethod = "token"
+					found = true
+					break
+				}
+			}
+			if !found {
+				appCfg.ModelList = append(appCfg.ModelList, config.ModelConfig{
+					ModelName:  "claude-sonnet-4.6",
+					Model:      "anthropic/claude-sonnet-4.6",
+					AuthMethod: "token",
+				})
+			}
+			// Update default model
+			appCfg.Agents.Defaults.Model = "claude-sonnet-4.6"
+		case "openai":
+			appCfg.Providers.OpenAI.AuthMethod = "token"
+			// Update ModelList
+			found := false
+			for i := range appCfg.ModelList {
+				if isOpenAIModel(appCfg.ModelList[i].Model) {
+					appCfg.ModelList[i].AuthMethod = "token"
+					found = true
+					break
+				}
+			}
+			if !found {
+				appCfg.ModelList = append(appCfg.ModelList, config.ModelConfig{
+					ModelName:  "gpt-5.2",
+					Model:      "openai/gpt-5.2",
+					AuthMethod: "token",
+				})
+			}
+			// Update default model
+			appCfg.Agents.Defaults.Model = "gpt-5.2"
+		}
+		if err := config.SaveConfig(getConfigPath(), appCfg); err != nil {
+			fmt.Printf("Warning: could not update config: %v\n", err)
+		}
+	}
+
+	fmt.Printf("Token saved for %s!\n", provider)
+	fmt.Printf("Default model set to: %s\n", appCfg.Agents.Defaults.Model)
+}
+
+func authLogoutCmd() {
+	provider := ""
+
+	args := os.Args[3:]
+	for i := 0; i < len(args); i++ {
+		switch args[i] {
+		case "--provider", "-p":
+			if i+1 < len(args) {
+				provider = args[i+1]
+				i++
+			}
+		}
+	}
+
+	if provider != "" {
+		if err := auth.DeleteCredential(provider); err != nil {
+			fmt.Printf("Failed to remove credentials: %v\n", err)
+			os.Exit(1)
+		}
+
+		appCfg, err := loadConfig()
+		if err == nil {
+			// Clear AuthMethod in ModelList
+			for i := range appCfg.ModelList {
+				switch provider {
+				case "openai":
+					if isOpenAIModel(appCfg.ModelList[i].Model) {
+						appCfg.ModelList[i].AuthMethod = ""
+					}
+				case "anthropic":
+					if isAnthropicModel(appCfg.ModelList[i].Model) {
+						appCfg.ModelList[i].AuthMethod = ""
+					}
+				case "google-antigravity", "antigravity":
+					if isAntigravityModel(appCfg.ModelList[i].Model) {
+						appCfg.ModelList[i].AuthMethod = ""
+					}
+				}
+			}
+			// Clear AuthMethod in Providers (legacy)
+			switch provider {
+			case "openai":
+				appCfg.Providers.OpenAI.AuthMethod = ""
+			case "anthropic":
+				appCfg.Providers.Anthropic.AuthMethod = ""
+			case "google-antigravity", "antigravity":
+				appCfg.Providers.Antigravity.AuthMethod = ""
+			}
+			config.SaveConfig(getConfigPath(), appCfg)
+		}
+
+		fmt.Printf("Logged out from %s\n", provider)
+	} else {
+		if err := auth.DeleteAllCredentials(); err != nil {
+			fmt.Printf("Failed to remove credentials: %v\n", err)
+			os.Exit(1)
+		}
+
+		appCfg, err := loadConfig()
+		if err == nil {
+			// Clear all AuthMethods in ModelList
+			for i := range appCfg.ModelList {
+				appCfg.ModelList[i].AuthMethod = ""
+			}
+			// Clear all AuthMethods in Providers (legacy)
+			appCfg.Providers.OpenAI.AuthMethod = ""
+			appCfg.Providers.Anthropic.AuthMethod = ""
+			appCfg.Providers.Antigravity.AuthMethod = ""
+			config.SaveConfig(getConfigPath(), appCfg)
+		}
+
+		fmt.Println("Logged out from all providers")
+	}
+}
+
+func authStatusCmd() {
+	store, err := auth.LoadStore()
+	if err != nil {
+		fmt.Printf("Error loading auth store: %v\n", err)
+		return
+	}
+
+	if len(store.Credentials) == 0 {
+		fmt.Println("No authenticated providers.")
+		fmt.Println("Run: picoclaw auth login --provider <name>")
+		return
+	}
+
+	fmt.Println("\nAuthenticated Providers:")
+	fmt.Println("------------------------")
+	for provider, cred := range store.Credentials {
+		status := "active"
+		if cred.IsExpired() {
+			status = "expired"
+		} else if cred.NeedsRefresh() {
+			status = "needs refresh"
+		}
+
+		fmt.Printf("  %s:\n", provider)
+		fmt.Printf("    Method: %s\n", cred.AuthMethod)
+		fmt.Printf("    Status: %s\n", status)
+		if cred.AccountID != "" {
+			fmt.Printf("    Account: %s\n", cred.AccountID)
+		}
+		if cred.Email != "" {
+			fmt.Printf("    Email: %s\n", cred.Email)
+		}
+		if cred.ProjectID != "" {
+			fmt.Printf("    Project: %s\n", cred.ProjectID)
+		}
+		if !cred.ExpiresAt.IsZero() {
+			fmt.Printf("    Expires: %s\n", cred.ExpiresAt.Format("2006-01-02 15:04"))
+		}
+	}
+}
+
+func authModelsCmd() {
+	cred, err := auth.GetCredential("google-antigravity")
+	if err != nil || cred == nil {
+		fmt.Println("Not logged in to Google Antigravity.")
+		fmt.Println("Run: picoclaw auth login --provider google-antigravity")
+		return
+	}
+
+	// Refresh token if needed
+	if cred.NeedsRefresh() && cred.RefreshToken != "" {
+		oauthCfg := auth.GoogleAntigravityOAuthConfig()
+		refreshed, refreshErr := auth.RefreshAccessToken(cred, oauthCfg)
+		if refreshErr == nil {
+			cred = refreshed
+			_ = auth.SetCredential("google-antigravity", cred)
+		}
+	}
+
+	projectID := cred.ProjectID
+	if projectID == "" {
+		fmt.Println("No project ID stored. Try logging in again.")
+		return
+	}
+
+	fmt.Printf("Fetching models for project: %s\n\n", projectID)
+
+	models, err := providers.FetchAntigravityModels(cred.AccessToken, projectID)
+	if err != nil {
+		fmt.Printf("Error fetching models: %v\n", err)
+		return
+	}
+
+	if len(models) == 0 {
+		fmt.Println("No models available.")
+		return
+	}
+
+	fmt.Println("Available Antigravity Models:")
+	fmt.Println("-----------------------------")
+	for _, m := range models {
+		status := "✓"
+		if m.IsExhausted {
+			status = "✗ (quota exhausted)"
+		}
+		name := m.ID
+		if m.DisplayName != "" {
+			name = fmt.Sprintf("%s (%s)", m.ID, m.DisplayName)
+		}
+		fmt.Printf("  %s %s\n", status, name)
+	}
+}
+
+// isAntigravityModel checks if a model string belongs to antigravity provider
+func isAntigravityModel(model string) bool {
+	return model == "antigravity" ||
+		model == "google-antigravity" ||
+		strings.HasPrefix(model, "antigravity/") ||
+		strings.HasPrefix(model, "google-antigravity/")
+}
+
+// isOpenAIModel checks if a model string belongs to openai provider
+func isOpenAIModel(model string) bool {
+	return model == "openai" ||
+		strings.HasPrefix(model, "openai/")
+}
+
+// isAnthropicModel checks if a model string belongs to anthropic provider
+func isAnthropicModel(model string) bool {
+	return model == "anthropic" ||
+		strings.HasPrefix(model, "anthropic/")
+}

cmd/picoclaw/cmd_cron.go

@@ -0,0 +1,227 @@
+// PicoClaw - Ultra-lightweight personal AI agent
+// License: MIT
+
+package main
+
+import (
+	"fmt"
+	"os"
+	"path/filepath"
+	"time"
+
+	"github.com/sipeed/picoclaw/pkg/cron"
+)
+
+func cronCmd() {
+	if len(os.Args) < 3 {
+		cronHelp()
+		return
+	}
+
+	subcommand := os.Args[2]
+
+	// Load config to get workspace path
+	cfg, err := loadConfig()
+	if err != nil {
+		fmt.Printf("Error loading config: %v\n", err)
+		return
+	}
+
+	cronStorePath := filepath.Join(cfg.WorkspacePath(), "cron", "jobs.json")
+
+	switch subcommand {
+	case "list":
+		cronListCmd(cronStorePath)
+	case "add":
+		cronAddCmd(cronStorePath)
+	case "remove":
+		if len(os.Args) < 4 {
+			fmt.Println("Usage: picoclaw cron remove <job_id>")
+			return
+		}
+		cronRemoveCmd(cronStorePath, os.Args[3])
+	case "enable":
+		cronEnableCmd(cronStorePath, false)
+	case "disable":
+		cronEnableCmd(cronStorePath, true)
+	default:
+		fmt.Printf("Unknown cron command: %s\n", subcommand)
+		cronHelp()
+	}
+}
+
+func cronHelp() {
+	fmt.Println("\nCron commands:")
+	fmt.Println("  list              List all scheduled jobs")
+	fmt.Println("  add              Add a new scheduled job")
+	fmt.Println("  remove <id>       Remove a job by ID")
+	fmt.Println("  enable <id>      Enable a job")
+	fmt.Println("  disable <id>     Disable a job")
+	fmt.Println()
+	fmt.Println("Add options:")
+	fmt.Println("  -n, --name       Job name")
+	fmt.Println("  -m, --message    Message for agent")
+	fmt.Println("  -e, --every      Run every N seconds")
+	fmt.Println("  -c, --cron       Cron expression (e.g. '0 9 * * *')")
+	fmt.Println("  -d, --deliver     Deliver response to channel")
+	fmt.Println("  --to             Recipient for delivery")
+	fmt.Println("  --channel        Channel for delivery")
+}
+
+func cronListCmd(storePath string) {
+	cs := cron.NewCronService(storePath, nil)
+	jobs := cs.ListJobs(true) // Show all jobs, including disabled
+
+	if len(jobs) == 0 {
+		fmt.Println("No scheduled jobs.")
+		return
+	}
+
+	fmt.Println("\nScheduled Jobs:")
+	fmt.Println("----------------")
+	for _, job := range jobs {
+		var schedule string
+		if job.Schedule.Kind == "every" && job.Schedule.EveryMS != nil {
+			schedule = fmt.Sprintf("every %ds", *job.Schedule.EveryMS/1000)
+		} else if job.Schedule.Kind == "cron" {
+			schedule = job.Schedule.Expr
+		} else {
+			schedule = "one-time"
+		}
+
+		nextRun := "scheduled"
+		if job.State.NextRunAtMS != nil {
+			nextTime := time.UnixMilli(*job.State.NextRunAtMS)
+			nextRun = nextTime.Format("2006-01-02 15:04")
+		}
+
+		status := "enabled"
+		if !job.Enabled {
+			status = "disabled"
+		}
+
+		fmt.Printf("  %s (%s)\n", job.Name, job.ID)
+		fmt.Printf("    Schedule: %s\n", schedule)
+		fmt.Printf("    Status: %s\n", status)
+		fmt.Printf("    Next run: %s\n", nextRun)
+	}
+}
+
+func cronAddCmd(storePath string) {
+	name := ""
+	message := ""
+	var everySec *int64
+	cronExpr := ""
+	deliver := false
+	channel := ""
+	to := ""
+
+	args := os.Args[3:]
+	for i := 0; i < len(args); i++ {
+		switch args[i] {
+		case "-n", "--name":
+			if i+1 < len(args) {
+				name = args[i+1]
+				i++
+			}
+		case "-m", "--message":
+			if i+1 < len(args) {
+				message = args[i+1]
+				i++
+			}
+		case "-e", "--every":
+			if i+1 < len(args) {
+				var sec int64
+				fmt.Sscanf(args[i+1], "%d", &sec)
+				everySec = &sec
+				i++
+			}
+		case "-c", "--cron":
+			if i+1 < len(args) {
+				cronExpr = args[i+1]
+				i++
+			}
+		case "-d", "--deliver":
+			deliver = true
+		case "--to":
+			if i+1 < len(args) {
+				to = args[i+1]
+				i++
+			}
+		case "--channel":
+			if i+1 < len(args) {
+				channel = args[i+1]
+				i++
+			}
+		}
+	}
+
+	if name == "" {
+		fmt.Println("Error: --name is required")
+		return
+	}
+
+	if message == "" {
+		fmt.Println("Error: --message is required")
+		return
+	}
+
+	if everySec == nil && cronExpr == "" {
+		fmt.Println("Error: Either --every or --cron must be specified")
+		return
+	}
+
+	var schedule cron.CronSchedule
+	if everySec != nil {
+		everyMS := *everySec * 1000
+		schedule = cron.CronSchedule{
+			Kind:    "every",
+			EveryMS: &everyMS,
+		}
+	} else {
+		schedule = cron.CronSchedule{
+			Kind: "cron",
+			Expr: cronExpr,
+		}
+	}
+
+	cs := cron.NewCronService(storePath, nil)
+	job, err := cs.AddJob(name, schedule, message, deliver, channel, to)
+	if err != nil {
+		fmt.Printf("Error adding job: %v\n", err)
+		return
+	}
+
+	fmt.Printf("✓ Added job '%s' (%s)\n", job.Name, job.ID)
+}
+
+func cronRemoveCmd(storePath, jobID string) {
+	cs := cron.NewCronService(storePath, nil)
+	if cs.RemoveJob(jobID) {
+		fmt.Printf("✓ Removed job %s\n", jobID)
+	} else {
+		fmt.Printf("✗ Job %s not found\n", jobID)
+	}
+}
+
+func cronEnableCmd(storePath string, disable bool) {
+	if len(os.Args) < 4 {
+		fmt.Println("Usage: picoclaw cron enable/disable <job_id>")
+		return
+	}
+
+	jobID := os.Args[3]
+	cs := cron.NewCronService(storePath, nil)
+	enabled := !disable
+
+	job := cs.EnableJob(jobID, enabled)
+	if job != nil {
+		status := "enabled"
+		if disable {
+			status = "disabled"
+		}
+		fmt.Printf("✓ Job '%s' %s\n", job.Name, status)
+	} else {
+		fmt.Printf("✗ Job %s not found\n", jobID)
+	}
+}

cmd/picoclaw/cmd_gateway.go

@@ -0,0 +1,223 @@
+// PicoClaw - Ultra-lightweight personal AI agent
+// License: MIT
+
+package main
+
+import (
+	"context"
+	"fmt"
+	"net/http"
+	"os"
+	"os/signal"
+	"path/filepath"
+	"time"
+
+	"github.com/sipeed/picoclaw/pkg/agent"
+	"github.com/sipeed/picoclaw/pkg/bus"
+	"github.com/sipeed/picoclaw/pkg/channels"
+	"github.com/sipeed/picoclaw/pkg/config"
+	"github.com/sipeed/picoclaw/pkg/cron"
+	"github.com/sipeed/picoclaw/pkg/devices"
+	"github.com/sipeed/picoclaw/pkg/health"
+	"github.com/sipeed/picoclaw/pkg/heartbeat"
+	"github.com/sipeed/picoclaw/pkg/logger"
+	"github.com/sipeed/picoclaw/pkg/providers"
+	"github.com/sipeed/picoclaw/pkg/state"
+	"github.com/sipeed/picoclaw/pkg/tools"
+	"github.com/sipeed/picoclaw/pkg/voice"
+)
+
+func gatewayCmd() {
+	// Check for --debug flag
+	args := os.Args[2:]
+	for _, arg := range args {
+		if arg == "--debug" || arg == "-d" {
+			logger.SetLevel(logger.DEBUG)
+			fmt.Println("🔍 Debug mode enabled")
+			break
+		}
+	}
+
+	cfg, err := loadConfig()
+	if err != nil {
+		fmt.Printf("Error loading config: %v\n", err)
+		os.Exit(1)
+	}
+
+	provider, modelID, err := providers.CreateProvider(cfg)
+	if err != nil {
+		fmt.Printf("Error creating provider: %v\n", err)
+		os.Exit(1)
+	}
+	// Use the resolved model ID from provider creation
+	if modelID != "" {
+		cfg.Agents.Defaults.Model = modelID
+	}
+
+	msgBus := bus.NewMessageBus()
+	agentLoop := agent.NewAgentLoop(cfg, msgBus, provider)
+
+	// Print agent startup info
+	fmt.Println("\n📦 Agent Status:")
+	startupInfo := agentLoop.GetStartupInfo()
+	toolsInfo := startupInfo["tools"].(map[string]interface{})
+	skillsInfo := startupInfo["skills"].(map[string]interface{})
+	fmt.Printf("  • Tools: %d loaded\n", toolsInfo["count"])
+	fmt.Printf("  • Skills: %d/%d available\n",
+		skillsInfo["available"],
+		skillsInfo["total"])
+
+	// Log to file as well
+	logger.InfoCF("agent", "Agent initialized",
+		map[string]interface{}{
+			"tools_count":      toolsInfo["count"],
+			"skills_total":     skillsInfo["total"],
+			"skills_available": skillsInfo["available"],
+		})
+
+	// Setup cron tool and service
+	execTimeout := time.Duration(cfg.Tools.Cron.ExecTimeoutMinutes) * time.Minute
+	cronService := setupCronTool(agentLoop, msgBus, cfg.WorkspacePath(), cfg.Agents.Defaults.RestrictToWorkspace, execTimeout, cfg)
+
+	heartbeatService := heartbeat.NewHeartbeatService(
+		cfg.WorkspacePath(),
+		cfg.Heartbeat.Interval,
+		cfg.Heartbeat.Enabled,
+	)
+	heartbeatService.SetBus(msgBus)
+	heartbeatService.SetHandler(func(prompt, channel, chatID string) *tools.ToolResult {
+		// Use cli:direct as fallback if no valid channel
+		if channel == "" || chatID == "" {
+			channel, chatID = "cli", "direct"
+		}
+		// Use ProcessHeartbeat - no session history, each heartbeat is independent
+		response, err := agentLoop.ProcessHeartbeat(context.Background(), prompt, channel, chatID)
+		if err != nil {
+			return tools.ErrorResult(fmt.Sprintf("Heartbeat error: %v", err))
+		}
+		if response == "HEARTBEAT_OK" {
+			return tools.SilentResult("Heartbeat OK")
+		}
+		// For heartbeat, always return silent - the subagent result will be
+		// sent to user via processSystemMessage when the async task completes
+		return tools.SilentResult(response)
+	})
+
+	channelManager, err := channels.NewManager(cfg, msgBus)
+	if err != nil {
+		fmt.Printf("Error creating channel manager: %v\n", err)
+		os.Exit(1)
+	}
+
+	// Inject channel manager into agent loop for command handling
+	agentLoop.SetChannelManager(channelManager)
+
+	var transcriber *voice.GroqTranscriber
+	if cfg.Providers.Groq.APIKey != "" {
+		transcriber = voice.NewGroqTranscriber(cfg.Providers.Groq.APIKey)
+		logger.InfoC("voice", "Groq voice transcription enabled")
+	}
+
+	if transcriber != nil {
+		if telegramChannel, ok := channelManager.GetChannel("telegram"); ok {
+			if tc, ok := telegramChannel.(*channels.TelegramChannel); ok {
+				tc.SetTranscriber(transcriber)
+				logger.InfoC("voice", "Groq transcription attached to Telegram channel")
+			}
+		}
+		if discordChannel, ok := channelManager.GetChannel("discord"); ok {
+			if dc, ok := discordChannel.(*channels.DiscordChannel); ok {
+				dc.SetTranscriber(transcriber)
+				logger.InfoC("voice", "Groq transcription attached to Discord channel")
+			}
+		}
+		if slackChannel, ok := channelManager.GetChannel("slack"); ok {
+			if sc, ok := slackChannel.(*channels.SlackChannel); ok {
+				sc.SetTranscriber(transcriber)
+				logger.InfoC("voice", "Groq transcription attached to Slack channel")
+			}
+		}
+	}
+
+	enabledChannels := channelManager.GetEnabledChannels()
+	if len(enabledChannels) > 0 {
+		fmt.Printf("✓ Channels enabled: %s\n", enabledChannels)
+	} else {
+		fmt.Println("⚠ Warning: No channels enabled")
+	}
+
+	fmt.Printf("✓ Gateway started on %s:%d\n", cfg.Gateway.Host, cfg.Gateway.Port)
+	fmt.Println("Press Ctrl+C to stop")
+
+	ctx, cancel := context.WithCancel(context.Background())
+	defer cancel()
+
+	if err := cronService.Start(); err != nil {
+		fmt.Printf("Error starting cron service: %v\n", err)
+	}
+	fmt.Println("✓ Cron service started")
+
+	if err := heartbeatService.Start(); err != nil {
+		fmt.Printf("Error starting heartbeat service: %v\n", err)
+	}
+	fmt.Println("✓ Heartbeat service started")
+
+	stateManager := state.NewManager(cfg.WorkspacePath())
+	deviceService := devices.NewService(devices.Config{
+		Enabled:    cfg.Devices.Enabled,
+		MonitorUSB: cfg.Devices.MonitorUSB,
+	}, stateManager)
+	deviceService.SetBus(msgBus)
+	if err := deviceService.Start(ctx); err != nil {
+		fmt.Printf("Error starting device service: %v\n", err)
+	} else if cfg.Devices.Enabled {
+		fmt.Println("✓ Device event service started")
+	}
+
+	if err := channelManager.StartAll(ctx); err != nil {
+		fmt.Printf("Error starting channels: %v\n", err)
+	}
+
+	healthServer := health.NewServer(cfg.Gateway.Host, cfg.Gateway.Port)
+	go func() {
+		if err := healthServer.Start(); err != nil && err != http.ErrServerClosed {
+			logger.ErrorCF("health", "Health server error", map[string]interface{}{"error": err.Error()})
+		}
+	}()
+	fmt.Printf("✓ Health endpoints available at http://%s:%d/health and /ready\n", cfg.Gateway.Host, cfg.Gateway.Port)
+
+	go agentLoop.Run(ctx)
+
+	sigChan := make(chan os.Signal, 1)
+	signal.Notify(sigChan, os.Interrupt)
+	<-sigChan
+
+	fmt.Println("\nShutting down...")
+	cancel()
+	healthServer.Stop(context.Background())
+	deviceService.Stop()
+	heartbeatService.Stop()
+	cronService.Stop()
+	agentLoop.Stop()
+	channelManager.StopAll(ctx)
+	fmt.Println("✓ Gateway stopped")
+}
+
+func setupCronTool(agentLoop *agent.AgentLoop, msgBus *bus.MessageBus, workspace string, restrict bool, execTimeout time.Duration, cfg *config.Config) *cron.CronService {
+	cronStorePath := filepath.Join(workspace, "cron", "jobs.json")
+
+	// Create cron service
+	cronService := cron.NewCronService(cronStorePath, nil)
+
+	// Create and register CronTool
+	cronTool := tools.NewCronTool(cronService, agentLoop, msgBus, workspace, restrict, execTimeout, cfg)
+	agentLoop.RegisterTool(cronTool)
+
+	// Set the onJob handler
+	cronService.SetOnJob(func(job *cron.CronJob) (string, error) {
+		result := cronTool.ExecuteJob(context.Background(), job)
+		return result, nil
+	})
+
+	return cronService
+}

cmd/picoclaw/cmd_migrate.go

@@ -0,0 +1,81 @@
+// PicoClaw - Ultra-lightweight personal AI agent
+// License: MIT
+
+package main
+
+import (
+	"fmt"
+	"os"
+
+	"github.com/sipeed/picoclaw/pkg/migrate"
+)
+
+func migrateCmd() {
+	if len(os.Args) > 2 && (os.Args[2] == "--help" || os.Args[2] == "-h") {
+		migrateHelp()
+		return
+	}
+
+	opts := migrate.Options{}
+
+	args := os.Args[2:]
+	for i := 0; i < len(args); i++ {
+		switch args[i] {
+		case "--dry-run":
+			opts.DryRun = true
+		case "--config-only":
+			opts.ConfigOnly = true
+		case "--workspace-only":
+			opts.WorkspaceOnly = true
+		case "--force":
+			opts.Force = true
+		case "--refresh":
+			opts.Refresh = true
+		case "--openclaw-home":
+			if i+1 < len(args) {
+				opts.OpenClawHome = args[i+1]
+				i++
+			}
+		case "--picoclaw-home":
+			if i+1 < len(args) {
+				opts.PicoClawHome = args[i+1]
+				i++
+			}
+		default:
+			fmt.Printf("Unknown flag: %s\n", args[i])
+			migrateHelp()
+			os.Exit(1)
+		}
+	}
+
+	result, err := migrate.Run(opts)
+	if err != nil {
+		fmt.Printf("Error: %v\n", err)
+		os.Exit(1)
+	}
+
+	if !opts.DryRun {
+		migrate.PrintSummary(result)
+	}
+}
+
+func migrateHelp() {
+	fmt.Println("\nMigrate from OpenClaw to PicoClaw")
+	fmt.Println()
+	fmt.Println("Usage: picoclaw migrate [options]")
+	fmt.Println()
+	fmt.Println("Options:")
+	fmt.Println("  --dry-run          Show what would be migrated without making changes")
+	fmt.Println("  --refresh          Re-sync workspace files from OpenClaw (repeatable)")
+	fmt.Println("  --config-only      Only migrate config, skip workspace files")
+	fmt.Println("  --workspace-only   Only migrate workspace files, skip config")
+	fmt.Println("  --force            Skip confirmation prompts")
+	fmt.Println("  --openclaw-home    Override OpenClaw home directory (default: ~/.openclaw)")
+	fmt.Println("  --picoclaw-home    Override PicoClaw home directory (default: ~/.picoclaw)")
+	fmt.Println()
+	fmt.Println("Examples:")
+	fmt.Println("  picoclaw migrate              Detect and migrate from OpenClaw")
+	fmt.Println("  picoclaw migrate --dry-run    Show what would be migrated")
+	fmt.Println("  picoclaw migrate --refresh    Re-sync workspace files")
+	fmt.Println("  picoclaw migrate --force      Migrate without confirmation")
+}

cmd/picoclaw/cmd_onboard.go

@@ -0,0 +1,108 @@
+// PicoClaw - Ultra-lightweight personal AI agent
+// License: MIT
+
+package main
+
+import (
+	"embed"
+	"fmt"
+	"io/fs"
+	"os"
+	"path/filepath"
+
+	"github.com/sipeed/picoclaw/pkg/config"
+)
+
+//go:generate cp -r ../../workspace .
+//go:embed workspace
+var embeddedFiles embed.FS
+
+func onboard() {
+	configPath := getConfigPath()
+
+	if _, err := os.Stat(configPath); err == nil {
+		fmt.Printf("Config already exists at %s\n", configPath)
+		fmt.Print("Overwrite? (y/n): ")
+		var response string
+		fmt.Scanln(&response)
+		if response != "y" {
+			fmt.Println("Aborted.")
+			return
+		}
+	}
+
+	cfg := config.DefaultConfig()
+	if err := config.SaveConfig(configPath, cfg); err != nil {
+		fmt.Printf("Error saving config: %v\n", err)
+		os.Exit(1)
+	}
+
+	workspace := cfg.WorkspacePath()
+	createWorkspaceTemplates(workspace)
+
+	fmt.Printf("%s picoclaw is ready!\n", logo)
+	fmt.Println("\nNext steps:")
+	fmt.Println("  1. Add your API key to", configPath)
+	fmt.Println("")
+	fmt.Println("     Recommended:")
+	fmt.Println("     - OpenRouter: https://openrouter.ai/keys (access 100+ models)")
+	fmt.Println("     - Ollama:     https://ollama.com (local, free)")
+	fmt.Println("")
+	fmt.Println("     See README.md for 17+ supported providers.")
+	fmt.Println("")
+	fmt.Println("  2. Chat: picoclaw agent -m \"Hello!\"")
+}
+
+func copyEmbeddedToTarget(targetDir string) error {
+	// Ensure target directory exists
+	if err := os.MkdirAll(targetDir, 0755); err != nil {
+		return fmt.Errorf("Failed to create target directory: %w", err)
+	}
+
+	// Walk through all files in embed.FS
+	err := fs.WalkDir(embeddedFiles, "workspace", func(path string, d fs.DirEntry, err error) error {
+		if err != nil {
+			return err
+		}
+
+		// Skip directories
+		if d.IsDir() {
+			return nil
+		}
+
+		// Read embedded file
+		data, err := embeddedFiles.ReadFile(path)
+		if err != nil {
+			return fmt.Errorf("Failed to read embedded file %s: %w", path, err)
+		}
+
+		new_path, err := filepath.Rel("workspace", path)
+		if err != nil {
+			return fmt.Errorf("Failed to get relative path for %s: %v\n", path, err)
+		}
+
+		// Build target file path
+		targetPath := filepath.Join(targetDir, new_path)
+
+		// Ensure target file's directory exists
+		if err := os.MkdirAll(filepath.Dir(targetPath), 0755); err != nil {
+			return fmt.Errorf("Failed to create directory %s: %w", filepath.Dir(targetPath), err)
+		}
+
+		// Write file
+		if err := os.WriteFile(targetPath, data, 0644); err != nil {
+			return fmt.Errorf("Failed to write file %s: %w", targetPath, err)
+		}
+
+		return nil
+	})
+
+	return err
+}
+
+func createWorkspaceTemplates(workspace string) {
+	err := copyEmbeddedToTarget(workspace)
+	if err != nil {
+		fmt.Printf("Error copying workspace templates: %v\n", err)
+	}
+}

cmd/picoclaw/cmd_skills.go

@@ -0,0 +1,305 @@
+// PicoClaw - Ultra-lightweight personal AI agent
+// License: MIT
+
+package main
+
+import (
+	"context"
+	"fmt"
+	"os"
+	"path/filepath"
+	"strings"
+	"time"
+
+	"github.com/sipeed/picoclaw/pkg/config"
+	"github.com/sipeed/picoclaw/pkg/skills"
+	"github.com/sipeed/picoclaw/pkg/utils"
+)
+
+func skillsHelp() {
+	fmt.Println("\nSkills commands:")
+	fmt.Println("  list                    List installed skills")
+	fmt.Println("  install <repo>          Install skill from GitHub")
+	fmt.Println("  install-builtin         Install all builtin skills to workspace")
+	fmt.Println("  list-builtin            List available builtin skills")
+	fmt.Println("  remove <name>           Remove installed skill")
+	fmt.Println("  search                  Search available skills")
+	fmt.Println("  show <name>             Show skill details")
+	fmt.Println()
+	fmt.Println("Examples:")
+	fmt.Println("  picoclaw skills list")
+	fmt.Println("  picoclaw skills install sipeed/picoclaw-skills/weather")
+	fmt.Println("  picoclaw skills install-builtin")
+	fmt.Println("  picoclaw skills list-builtin")
+	fmt.Println("  picoclaw skills remove weather")
+	fmt.Println("  picoclaw skills install --registry clawhub github")
+}
+
+func skillsListCmd(loader *skills.SkillsLoader) {
+	allSkills := loader.ListSkills()
+
+	if len(allSkills) == 0 {
+		fmt.Println("No skills installed.")
+		return
+	}
+
+	fmt.Println("\nInstalled Skills:")
+	fmt.Println("------------------")
+	for _, skill := range allSkills {
+		fmt.Printf("  ✓ %s (%s)\n", skill.Name, skill.Source)
+		if skill.Description != "" {
+			fmt.Printf("    %s\n", skill.Description)
+		}
+	}
+}
+
+func skillsInstallCmd(installer *skills.SkillInstaller, cfg *config.Config) {
+	if len(os.Args) < 4 {
+		fmt.Println("Usage: picoclaw skills install <github-repo>")
+		fmt.Println("       picoclaw skills install --registry <name> <slug>")
+		return
+	}
+
+	// Check for --registry flag.
+	if os.Args[3] == "--registry" {
+		if len(os.Args) < 6 {
+			fmt.Println("Usage: picoclaw skills install --registry <name> <slug>")
+			fmt.Println("Example: picoclaw skills install --registry clawhub github")
+			return
+		}
+		registryName := os.Args[4]
+		slug := os.Args[5]
+		skillsInstallFromRegistry(cfg, registryName, slug)
+		return
+	}
+
+	// Default: install from GitHub (backward compatible).
+	repo := os.Args[3]
+	fmt.Printf("Installing skill from %s...\n", repo)
+
+	ctx, cancel := context.WithTimeout(context.Background(), 30*time.Second)
+	defer cancel()
+
+	if err := installer.InstallFromGitHub(ctx, repo); err != nil {
+		fmt.Printf("\u2717 Failed to install skill: %v\n", err)
+		os.Exit(1)
+	}
+
+	fmt.Printf("\u2713 Skill '%s' installed successfully!\n", filepath.Base(repo))
+}
+
+// skillsInstallFromRegistry installs a skill from a named registry (e.g. clawhub).
+func skillsInstallFromRegistry(cfg *config.Config, registryName, slug string) {
+	err := utils.ValidateSkillIdentifier(registryName)
+	if err != nil {
+		fmt.Printf("\u2717 Invalid registry name: %v\n", err)
+		os.Exit(1)
+	}
+
+	err = utils.ValidateSkillIdentifier(slug)
+	if err != nil {
+		fmt.Printf("\u2717 Invalid slug: %v\n", err)
+		os.Exit(1)
+	}
+
+	fmt.Printf("Installing skill '%s' from %s registry...\n", slug, registryName)
+
+	registryMgr := skills.NewRegistryManagerFromConfig(skills.RegistryConfig{
+		MaxConcurrentSearches: cfg.Tools.Skills.MaxConcurrentSearches,
+		ClawHub:               skills.ClawHubConfig(cfg.Tools.Skills.Registries.ClawHub),
+	})
+
+	registry := registryMgr.GetRegistry(registryName)
+	if registry == nil {
+		fmt.Printf("\u2717 Registry '%s' not found or not enabled. Check your config.json.\n", registryName)
+		os.Exit(1)
+	}
+
+	workspace := cfg.WorkspacePath()
+	targetDir := filepath.Join(workspace, "skills", slug)
+
+	if _, err := os.Stat(targetDir); err == nil {
+		fmt.Printf("\u2717 Skill '%s' already installed at %s\n", slug, targetDir)
+		os.Exit(1)
+	}
+
+	ctx, cancel := context.WithTimeout(context.Background(), 60*time.Second)
+	defer cancel()
+
+	if err := os.MkdirAll(filepath.Join(workspace, "skills"), 0755); err != nil {
+		fmt.Printf("\u2717 Failed to create skills directory: %v\n", err)
+		os.Exit(1)
+	}
+
+	result, err := registry.DownloadAndInstall(ctx, slug, "", targetDir)
+	if err != nil {
+		rmErr := os.RemoveAll(targetDir)
+		if rmErr != nil {
+			fmt.Printf("\u2717 Failed to remove partial install: %v\n", rmErr)
+		}
+		fmt.Printf("\u2717 Failed to install skill: %v\n", err)
+		os.Exit(1)
+	}
+
+	if result.IsMalwareBlocked {
+		rmErr := os.RemoveAll(targetDir)
+		if rmErr != nil {
+			fmt.Printf("\u2717 Failed to remove partial install: %v\n", rmErr)
+		}
+		fmt.Printf("\u2717 Skill '%s' is flagged as malicious and cannot be installed.\n", slug)
+		os.Exit(1)
+	}
+
+	if result.IsSuspicious {
+		fmt.Printf("\u26a0\ufe0f  Warning: skill '%s' is flagged as suspicious.\n", slug)
+	}
+
+	fmt.Printf("\u2713 Skill '%s' v%s installed successfully!\n", slug, result.Version)
+	if result.Summary != "" {
+		fmt.Printf("  %s\n", result.Summary)
+	}
+}
+
+func skillsRemoveCmd(installer *skills.SkillInstaller, skillName string) {
+	fmt.Printf("Removing skill '%s'...\n", skillName)
+
+	if err := installer.Uninstall(skillName); err != nil {
+		fmt.Printf("✗ Failed to remove skill: %v\n", err)
+		os.Exit(1)
+	}
+
+	fmt.Printf("✓ Skill '%s' removed successfully!\n", skillName)
+}
+
+func skillsInstallBuiltinCmd(workspace string) {
+	builtinSkillsDir := "./picoclaw/skills"
+	workspaceSkillsDir := filepath.Join(workspace, "skills")
+
+	fmt.Printf("Copying builtin skills to workspace...\n")
+
+	skillsToInstall := []string{
+		"weather",
+		"news",
+		"stock",
+		"calculator",
+	}
+
+	for _, skillName := range skillsToInstall {
+		builtinPath := filepath.Join(builtinSkillsDir, skillName)
+		workspacePath := filepath.Join(workspaceSkillsDir, skillName)
+
+		if _, err := os.Stat(builtinPath); err != nil {
+			fmt.Printf("⊘ Builtin skill '%s' not found: %v\n", skillName, err)
+			continue
+		}
+
+		if err := os.MkdirAll(workspacePath, 0755); err != nil {
+			fmt.Printf("✗ Failed to create directory for %s: %v\n", skillName, err)
+			continue
+		}
+
+		if err := copyDirectory(builtinPath, workspacePath); err != nil {
+			fmt.Printf("✗ Failed to copy %s: %v\n", skillName, err)
+		}
+	}
+
+	fmt.Println("\n✓ All builtin skills installed!")
+	fmt.Println("Now you can use them in your workspace.")
+}
+
+func skillsListBuiltinCmd() {
+	cfg, err := loadConfig()
+	if err != nil {
+		fmt.Printf("Error loading config: %v\n", err)
+		return
+	}
+	builtinSkillsDir := filepath.Join(filepath.Dir(cfg.WorkspacePath()), "picoclaw", "skills")
+
+	fmt.Println("\nAvailable Builtin Skills:")
+	fmt.Println("-----------------------")
+
+	entries, err := os.ReadDir(builtinSkillsDir)
+	if err != nil {
+		fmt.Printf("Error reading builtin skills: %v\n", err)
+		return
+	}
+
+	if len(entries) == 0 {
+		fmt.Println("No builtin skills available.")
+		return
+	}
+
+	for _, entry := range entries {
+		if entry.IsDir() {
+			skillName := entry.Name()
+			skillFile := filepath.Join(builtinSkillsDir, skillName, "SKILL.md")
+
+			description := "No description"
+			if _, err := os.Stat(skillFile); err == nil {
+				data, err := os.ReadFile(skillFile)
+				if err == nil {
+					content := string(data)
+					if idx := strings.Index(content, "\n"); idx > 0 {
+						firstLine := content[:idx]
+						if strings.Contains(firstLine, "description:") {
+							descLine := strings.Index(content[idx:], "\n")
+							if descLine > 0 {
+								description = strings.TrimSpace(content[idx+descLine : idx+descLine])
+							}
+						}
+					}
+				}
+			}
+			status := "✓"
+			fmt.Printf("  %s  %s\n", status, entry.Name())
+			if description != "" {
+				fmt.Printf("     %s\n", description)
+			}
+		}
+	}
+}
+
+func skillsSearchCmd(installer *skills.SkillInstaller) {
+	fmt.Println("Searching for available skills...")
+
+	ctx, cancel := context.WithTimeout(context.Background(), 30*time.Second)
+	defer cancel()
+
+	availableSkills, err := installer.ListAvailableSkills(ctx)
+	if err != nil {
+		fmt.Printf("✗ Failed to fetch skills list: %v\n", err)
+		return
+	}
+
+	if len(availableSkills) == 0 {
+		fmt.Println("No skills available.")
+		return
+	}
+
+	fmt.Printf("\nAvailable Skills (%d):\n", len(availableSkills))
+	fmt.Println("--------------------")
+	for _, skill := range availableSkills {
+		fmt.Printf("  📦 %s\n", skill.Name)
+		fmt.Printf("     %s\n", skill.Description)
+		fmt.Printf("     Repo: %s\n", skill.Repository)
+		if skill.Author != "" {
+			fmt.Printf("     Author: %s\n", skill.Author)
+		}
+		if len(skill.Tags) > 0 {
+			fmt.Printf("     Tags: %v\n", skill.Tags)
+		}
+		fmt.Println()
+	}
+}
+
+func skillsShowCmd(loader *skills.SkillsLoader, skillName string) {
+	content, ok := loader.LoadSkill(skillName)
+	if !ok {
+		fmt.Printf("✗ Skill '%s' not found\n", skillName)
+		return
+	}
+
+	fmt.Printf("\n📦 Skill: %s\n", skillName)
+	fmt.Println("----------------------")
+	fmt.Println(content)
+}

cmd/picoclaw/cmd_status.go

@@ -0,0 +1,102 @@
+// PicoClaw - Ultra-lightweight personal AI agent
+// License: MIT
+
+package main
+
+import (
+	"fmt"
+	"os"
+
+	"github.com/sipeed/picoclaw/pkg/auth"
+)
+
+func statusCmd() {
+	cfg, err := loadConfig()
+	if err != nil {
+		fmt.Printf("Error loading config: %v\n", err)
+		return
+	}
+
+	configPath := getConfigPath()
+
+	fmt.Printf("%s picoclaw Status\n", logo)
+	fmt.Printf("Version: %s\n", formatVersion())
+	build, _ := formatBuildInfo()
+	if build != "" {
+		fmt.Printf("Build: %s\n", build)
+	}
+	fmt.Println()
+
+	if _, err := os.Stat(configPath); err == nil {
+		fmt.Println("Config:", configPath, "✓")
+	} else {
+		fmt.Println("Config:", configPath, "✗")
+	}
+
+	workspace := cfg.WorkspacePath()
+	if _, err := os.Stat(workspace); err == nil {
+		fmt.Println("Workspace:", workspace, "✓")
+	} else {
+		fmt.Println("Workspace:", workspace, "✗")
+	}
+
+	if _, err := os.Stat(configPath); err == nil {
+		fmt.Printf("Model: %s\n", cfg.Agents.Defaults.Model)
+
+		hasOpenRouter := cfg.Providers.OpenRouter.APIKey != ""
+		hasAnthropic := cfg.Providers.Anthropic.APIKey != ""
+		hasOpenAI := cfg.Providers.OpenAI.APIKey != ""
+		hasGemini := cfg.Providers.Gemini.APIKey != ""
+		hasZhipu := cfg.Providers.Zhipu.APIKey != ""
+		hasQwen := cfg.Providers.Qwen.APIKey != ""
+		hasGroq := cfg.Providers.Groq.APIKey != ""
+		hasVLLM := cfg.Providers.VLLM.APIBase != ""
+		hasMoonshot := cfg.Providers.Moonshot.APIKey != ""
+		hasDeepSeek := cfg.Providers.DeepSeek.APIKey != ""
+		hasVolcEngine := cfg.Providers.VolcEngine.APIKey != ""
+		hasNvidia := cfg.Providers.Nvidia.APIKey != ""
+		hasOllama := cfg.Providers.Ollama.APIBase != ""
+
+		status := func(enabled bool) string {
+			if enabled {
+				return "✓"
+			}
+			return "not set"
+		}
+		fmt.Println("OpenRouter API:", status(hasOpenRouter))
+		fmt.Println("Anthropic API:", status(hasAnthropic))
+		fmt.Println("OpenAI API:", status(hasOpenAI))
+		fmt.Println("Gemini API:", status(hasGemini))
+		fmt.Println("Zhipu API:", status(hasZhipu))
+		fmt.Println("Qwen API:", status(hasQwen))
+		fmt.Println("Groq API:", status(hasGroq))
+		fmt.Println("Moonshot API:", status(hasMoonshot))
+		fmt.Println("DeepSeek API:", status(hasDeepSeek))
+		fmt.Println("VolcEngine API:", status(hasVolcEngine))
+		fmt.Println("Nvidia API:", status(hasNvidia))
+		if hasVLLM {
+			fmt.Printf("vLLM/Local: ✓ %s\n", cfg.Providers.VLLM.APIBase)
+		} else {
+			fmt.Println("vLLM/Local: not set")
+		}
+		if hasOllama {
+			fmt.Printf("Ollama: ✓ %s\n", cfg.Providers.Ollama.APIBase)
+		} else {
+			fmt.Println("Ollama: not set")
+		}
+
+		store, _ := auth.LoadStore()
+		if store != nil && len(store.Credentials) > 0 {
+			fmt.Println("\nOAuth/Token Auth:")
+			for provider, cred := range store.Credentials {
+				status := "authenticated"
+				if cred.IsExpired() {
+					status = "expired"
+				} else if cred.NeedsRefresh() {
+					status = "needs refresh"
+				}
+				fmt.Printf("  %s (%s): %s\n", provider, cred.AuthMethod, status)
+			}
+		}
+	}
+}

config/config.example.json

@@ -3,12 +3,48 @@
     "defaults": {
       "workspace": "~/.picoclaw/workspace",
       "restrict_to_workspace": true,
-      "model": "glm-4.7",
+      "model": "gpt4",
       "max_tokens": 8192,
       "temperature": 0.7,
       "max_tool_iterations": 20
     }
   },
+  "model_list": [
+    {
+      "model_name": "gpt4",
+      "model": "openai/gpt-5.2",
+      "api_key": "sk-your-openai-key",
+      "api_base": "https://api.openai.com/v1"
+    },
+    {
+      "model_name": "claude-sonnet-4.6",
+      "model": "anthropic/claude-sonnet-4.6",
+      "api_key": "sk-ant-your-key",
+      "api_base": "https://api.anthropic.com/v1"
+    },
+    {
+      "model_name": "gemini",
+      "model": "antigravity/gemini-2.0-flash",
+      "auth_method": "oauth"
+    },
+    {
+      "model_name": "deepseek",
+      "model": "deepseek/deepseek-chat",
+      "api_key": "sk-your-deepseek-key"
+    },
+    {
+      "model_name": "loadbalanced-gpt4",
+      "model": "openai/gpt-5.2",
+      "api_key": "sk-key1",
+      "api_base": "https://api1.example.com/v1"
+    },
+    {
+      "model_name": "loadbalanced-gpt4",
+      "model": "openai/gpt-5.2",
+      "api_key": "sk-key2",
+      "api_base": "https://api2.example.com/v1"
+    }
+  ],
   "channels": {
     "telegram": {
       "enabled": false,
@@ -21,6 +57,13 @@
     "discord": {
       "enabled": false,
       "token": "YOUR_DISCORD_BOT_TOKEN",
+      "allow_from": [],
+      "mention_only": false
+    },
+    "qq": {
+      "enabled": false,
+      "app_id": "YOUR_QQ_APP_ID",
+      "app_secret": "YOUR_QQ_APP_SECRET",
       "allow_from": []
     },
     "maixcam": {
@@ -73,6 +116,7 @@
     }
   },
   "providers": {
+    "_comment": "DEPRECATED: Use model_list instead. This will be removed in a future version",
     "anthropic": {
       "api_key": "",
       "api_base": ""
@@ -111,9 +155,21 @@
       "api_key": "sk-xxx",
       "api_base": ""
     },
+    "qwen": {
+      "api_key": "sk-xxx",
+      "api_base": ""
+    },
     "ollama": {
       "api_key": "",
       "api_base": "http://localhost:11434/v1"
+    },
+    "cerebras": {
+      "api_key": "",
+      "api_base": ""
+    },
+    "volcengine": {
+      "api_key": "",
+      "api_base": ""
     }
   },
   "tools": {
@@ -126,6 +182,10 @@
         "query_param": "query for ollama, q for others",
         "max_results": 5
       },
+      "duckduckgo": {
+        "enabled": true,
+        "max_results": 5
+      },
       "perplexity": {
         "enabled": false,
         "api_key": "pplx-xxx",
@@ -134,6 +194,21 @@
     },
     "cron": {
       "exec_timeout_minutes": 5
+    },
+    "exec": {
+      "enable_deny_patterns": false,
+      "custom_deny_patterns": []
+    },
+    "skills": {
+      "registries": {
+        "clawhub": {
+          "enabled": true,
+          "base_url": "https://clawhub.ai",
+          "search_path": "/api/v1/search",
+          "skills_path": "/api/v1/skills",
+          "download_path": "/api/v1/download"
+        }
+      }
     }
   },
   "heartbeat": {

docs/ANTIGRAVITY_USAGE.md

@@ -0,0 +1,72 @@
+# Using Antigravity Provider in PicoClaw
+
+This guide explains how to set up and use the **Antigravity** (Google Cloud Code Assist) provider in PicoClaw.
+
+## Prerequisites
+
+1.  A Google account.
+2.  Google Cloud Code Assist enabled (usually available via the "Gemini for Google Cloud" onboarding).
+
+## 1. Authentication
+
+To authenticate with Antigravity, run the following command:
+
+```bash
+picoclaw auth login --provider antigravity
+```
+
+### Manual Authentication (Headless/VPS)
+If you are running on a server (Coolify/Docker) and cannot reach `localhost`, follow these steps:
+1.  Run the command above.
+2.  Copy the URL provided and open it in your local browser.
+3.  Complete the login.
+4.  Your browser will redirect to a `localhost:51121` URL (which will fail to load).
+5.  **Copy that final URL** from your browser's address bar.
+6.  **Paste it back into the terminal** where PicoClaw is waiting.
+
+PicoClaw will extract the authorization code and complete the process automatically.
+
+## 2. Managing Models
+
+### List Available Models
+To see which models your project has access to and check their quotas:
+
+```bash
+picoclaw auth models
+```
+
+### Switch Models
+You can change the default model in `~/.picoclaw/config.json` or override it via the CLI:
+
+```bash
+# Override for a single command
+picoclaw agent -m "Hello" --model claude-opus-4-6-thinking
+```
+
+## 3. Real-world Usage (Coolify/Docker)
+
+If you are deploying via Coolify or Docker, follow these steps to test:
+
+1.  **Branch**: Use the `feat/antigravity-provider` branch.
+2.  **Environment Variables**:
+    *   `PICOCLAW_AGENTS_DEFAULTS_PROVIDER=antigravity`
+    *   `PICOCLAW_AGENTS_DEFAULTS_MODEL=gemini-3-flash`
+3.  **Authentication persistence**: 
+    If you've logged in locally, you can copy your credentials to the server:
+    ```bash
+    scp ~/.picoclaw/auth-profiles.json user@your-server:~/.picoclaw/
+    ```
+    *Alternatively*, run the `auth login` command once on the server if you have terminal access.
+
+## 4. Troubleshooting
+
+*   **Empty Response**: If a model returns an empty reply, it may be restricted for your project. Try `gemini-3-flash` or `claude-opus-4-6-thinking`.
+*   **429 Rate Limit**: Antigravity has strict quotas. PicoClaw will display the "reset time" in the error message if you hit a limit.
+*   **404 Not Found**: Ensure you are using a model ID from the `picoclaw auth models` list. Use the short ID (e.g., `gemini-3-flash`) not the full path.
+
+## 5. Summary of Working Models
+
+Based on testing, the following models are most reliable:
+*   `gemini-3-flash` (Fast, highly available)
+*   `gemini-2.5-flash-lite` (Lightweight)
+*   `claude-opus-4-6-thinking` (Powerful, includes reasoning)

docs/design/provider-refactoring-tests.md

@@ -0,0 +1,179 @@
+# Provider Architecture Refactoring - Test Suite Summary
+
+> PRD: `tasks/prd-provider-refactoring.md`
+
+This document summarizes the complete test suite designed for the Provider architecture refactoring.
+
+## Test File Structure
+
+```
+pkg/
+├── config/
+│   ├── model_config_test.go      # US-001, US-002: ModelConfig struct and GetModelConfig tests
+│   └── migration_test.go         # US-003: Backward compatibility and migration tests
+├── providers/
+│   ├── registry_test.go          # US-006: Load balancing tests
+│   ├── integration_test.go       # E2E integration tests
+│   └── factory/
+│       └── factory_test.go       # US-004, US-005: Provider factory tests
+```
+
+---
+
+## Test Case Checklist
+
+### 1. `pkg/config/model_config_test.go` - Configuration Parsing Tests
+
+| Test Name | Purpose | PRD Reference |
+|-----------|---------|---------------|
+| `TestModelConfig_Parsing` | Verify ModelConfig JSON parsing | US-001 |
+| `TestModelConfig_ModelListInConfig` | Verify model_list parsing in Config | US-001 |
+| `TestModelConfig_Validation` | Verify required field validation | US-001 |
+| `TestConfig_GetModelConfig_Found` | Verify GetModelConfig finds model | US-002 |
+| `TestConfig_GetModelConfig_NotFound` | Verify GetModelConfig returns error | US-002 |
+| `TestConfig_GetModelConfig_EmptyModelList` | Verify empty model_list handling | US-002 |
+| `TestConfig_BackwardCompatibility_ProvidersToModelList` | Verify old config conversion | US-003 |
+| `TestConfig_DeprecationWarning` | Verify deprecation warning | US-003 |
+| `TestModelConfig_ProtocolExtraction` | Verify protocol prefix extraction | US-004 |
+| `TestConfig_ModelNameUniqueness` | Verify model_name uniqueness | US-001 |
+
+### 2. `pkg/config/migration_test.go` - Migration Tests
+
+| Test Name | Purpose | PRD Reference |
+|-----------|---------|---------------|
+| `TestConvertProvidersToModelList_OpenAI` | OpenAI config conversion | US-003 |
+| `TestConvertProvidersToModelList_Anthropic` | Anthropic config conversion | US-003 |
+| `TestConvertProvidersToModelList_MultipleProviders` | Multiple provider conversion | US-003 |
+| `TestConvertProvidersToModelList_EmptyProviders` | Empty providers handling | US-003 |
+| `TestConvertProvidersToModelList_GitHubCopilot` | GitHub Copilot conversion | US-003 |
+| `TestConvertProvidersToModelList_Antigravity` | Antigravity conversion | US-003 |
+| `TestGenerateModelName_*` | Model name generation | US-003 |
+| `TestHasProvidersConfig_*` | Detect old config existence | US-003 |
+| `TestValidateMigration_*` | Migration validation | US-003 |
+| `TestMigrateConfig_DryRun` | Dry run migration | US-003 |
+| `TestMigrateConfig_Actual` | Actual migration | US-003 |
+
+### 3. `pkg/providers/registry_test.go` - Load Balancing Tests
+
+| Test Name | Purpose | PRD Reference |
+|-----------|---------|---------------|
+| `TestModelRegistry_SingleConfig` | Single config returns same result | US-006 |
+| `TestModelRegistry_RoundRobinSelection` | 3-config round-robin selection | US-006 |
+| `TestModelRegistry_RoundRobinTwoConfigs` | 2-config round-robin selection | US-006 |
+| `TestModelRegistry_ConcurrentAccess` | Concurrent access thread safety | US-006 |
+| `TestModelRegistry_RaceDetection` | Data race detection | US-006 |
+| `TestModelRegistry_ModelNotFound` | Model not found error | US-006 |
+| `TestModelRegistry_EmptyRegistry` | Empty registry handling | US-006 |
+| `TestModelRegistry_MultipleModels` | Multiple model registration | US-006 |
+| `TestModelRegistry_MixedSingleAndMultiple` | Single/multiple config mix | US-006 |
+| `TestModelRegistry_CaseSensitiveModelNames` | Case sensitivity | US-006 |
+
+### 4. `pkg/providers/factory/factory_test.go` - Provider Factory Tests
+
+| Test Name | Purpose | PRD Reference |
+|-----------|---------|---------------|
+| `TestCreateProviderFromConfig_OpenAI` | Create OpenAI provider | US-004 |
+| `TestCreateProviderFromConfig_OpenAIDefault` | Default openai protocol | US-004 |
+| `TestCreateProviderFromConfig_Anthropic` | Create Anthropic provider | US-004 |
+| `TestCreateProviderFromConfig_Antigravity` | Create Antigravity provider | US-004 |
+| `TestCreateProviderFromConfig_ClaudeCLI` | Create Claude CLI provider | US-004 |
+| `TestCreateProviderFromConfig_CodexCLI` | Create Codex CLI provider | US-004 |
+| `TestCreateProviderFromConfig_GitHubCopilot` | Create GitHub Copilot provider | US-004 |
+| `TestCreateProviderFromConfig_UnknownProtocol` | Unknown protocol error handling | US-004 |
+| `TestCreateProviderFromConfig_MissingAPIKey` | Missing API key error | US-004 |
+| `TestExtractProtocol` | Protocol prefix extraction | US-004 |
+| `TestCreateProvider_UsesModelList` | Create using model_list | US-005 |
+| `TestCreateProvider_FallbackToProviders` | Fallback to providers | US-005 |
+| `TestCreateProvider_PriorityModelListOverProviders` | model_list priority | US-005 |
+
+### 5. `pkg/providers/integration_test.go` - E2E Integration Tests
+
+| Test Name | Purpose | PRD Reference |
+|-----------|---------|---------------|
+| `TestE2E_OpenAICompatibleProvider_NoCodeChange` | Zero-code provider addition | Goal |
+| `TestE2E_LoadBalancing_RoundRobin` | Load balancing actual effect | US-006 |
+| `TestE2E_BackwardCompatibility_OldProvidersConfig` | Old config compatibility | US-003 |
+| `TestE2E_ErrorHandling_ModelNotFound` | Model not found | FR-30 |
+| `TestE2E_ErrorHandling_MissingAPIKey` | Missing API key | FR-31 |
+| `TestE2E_ErrorHandling_InvalidAPIBase` | Invalid API base | FR-30 |
+| `TestE2E_ToolCalls_OpenAICompatible` | Tool call support | - |
+| `TestE2E_AntigravityProvider` | Antigravity provider | US-004 |
+| `TestE2E_ClaudeCLIProvider` | Claude CLI provider | US-004 |
+
+### 6. Performance Tests
+
+| Test Name | Purpose |
+|-----------|---------|
+| `BenchmarkCreateProviderFromConfig` | Provider creation performance |
+| `BenchmarkGetModelConfig` | Model lookup performance |
+| `BenchmarkGetModelConfigParallel` | Concurrent lookup performance |
+
+---
+
+## Running Tests
+
+```bash
+# Run all tests
+go test ./pkg/... -v
+
+# Run with data race detection
+go test ./pkg/... -race
+
+# Run specific package tests
+go test ./pkg/config -v
+go test ./pkg/providers -v
+go test ./pkg/providers/factory -v
+
+# Run E2E tests
+go test ./pkg/providers -run TestE2E -v
+
+# Run performance tests
+go test ./pkg/providers -bench=. -benchmem
+```
+
+---
+
+## PRD Acceptance Criteria Mapping
+
+| PRD Acceptance Criteria | Test Cases |
+|------------------------|------------|
+| US-001: Add ModelConfig struct | `TestModelConfig_Parsing`, `TestModelConfig_Validation` |
+| US-001: model_name unique | `TestConfig_ModelNameUniqueness` |
+| US-002: GetModelConfig method | `TestConfig_GetModelConfig_*` |
+| US-003: Auto-convert providers | `TestConvertProvidersToModelList_*` |
+| US-003: Deprecation warning | `TestConfig_DeprecationWarning` |
+| US-003: Existing tests pass | (existing test files unchanged) |
+| US-004: Protocol prefix factory | `TestExtractProtocol`, `TestCreateProviderFromConfig_*` |
+| US-004: Default prefix openai | `TestCreateProviderFromConfig_OpenAIDefault` |
+| US-005: CreateProvider uses factory | `TestCreateProvider_*` |
+| US-006: Round-robin selection | `TestModelRegistry_RoundRobin*` |
+| US-006: Thread-safe atomic | `TestModelRegistry_RaceDetection` |
+
+---
+
+## Recommended Implementation Order
+
+1. **Phase 1: Configuration Structure** (US-001, US-002)
+   - Implement `ModelConfig` struct
+   - Implement `GetModelConfig` method
+   - Run `model_config_test.go`
+
+2. **Phase 2: Protocol Factory** (US-004)
+   - Implement `CreateProviderFromConfig`
+   - Implement `ExtractProtocol`
+   - Run `factory_test.go`
+
+3. **Phase 3: Load Balancing** (US-006)
+   - Implement `ModelRegistry`
+   - Implement round-robin selection
+   - Run `registry_test.go` (with `-race`)
+
+4. **Phase 4: Backward Compatibility** (US-003, US-005)
+   - Implement `ConvertProvidersToModelList`
+   - Refactor `CreateProvider`
+   - Run `migration_test.go`
+   - Verify existing tests pass
+
+5. **Phase 5: E2E Verification**
+   - Run `integration_test.go`
+   - Manual testing with `config.example.json`

docs/design/provider-refactoring.md

@@ -0,0 +1,334 @@
+# Provider Architecture Refactoring Design
+
+> Issue: #283
+> Discussion: #122
+> Branch: feat/refactor-provider-by-protocol
+
+## 1. Current Problems
+
+### 1.1 Configuration Structure Issues
+
+**Current State**: Each Provider requires a predefined field in `ProvidersConfig`
+
+```go
+type ProvidersConfig struct {
+    Anthropic     ProviderConfig `json:"anthropic"`
+    OpenAI        ProviderConfig `json:"openai"`
+    DeepSeek      ProviderConfig `json:"deepseek"`
+    Qwen          ProviderConfig `json:"qwen"`
+    Cerebras      ProviderConfig `json:"cerebras"`
+    VolcEngine    ProviderConfig `json:"volcengine"`
+    // ... every new provider requires changes here
+}
+```
+
+**Problems**:
+- Adding a new Provider requires modifying Go code (struct definition)
+- `CreateProvider` function in `http_provider.go` has 200+ lines of switch-case
+- Most Providers are OpenAI-compatible, but code is duplicated
+
+### 1.2 Code Bloat Trend
+
+Recent PRs demonstrate this issue:
+
+| PR | Provider | Code Changes |
+|----|----------|--------------|
+| #365 | Qwen | +17 lines to http_provider.go |
+| #333 | Cerebras | +17 lines to http_provider.go |
+| #368 | Volcengine | +18 lines to http_provider.go |
+
+Each OpenAI-compatible Provider requires:
+1. Modify `config.go` to add configuration field
+2. Modify `http_provider.go` to add switch case
+3. Update documentation
+
+### 1.3 Agent-Provider Coupling
+
+```json
+{
+  "agents": {
+    "defaults": {
+      "provider": "deepseek",  // need to know provider name
+      "model": "deepseek-chat"
+    }
+  }
+}
+```
+
+Problem: Agent needs to know both `provider` and `model`, adding complexity.
+
+---
+
+## 2. New Approach: model_list
+
+### 2.1 Core Principles
+
+Inspired by [LiteLLM](https://docs.litellm.ai/docs/proxy/configs) design:
+
+1. **Model-centric**: Users care about models, not providers
+2. **Protocol prefix**: Use `protocol/model_name` format, e.g., `openai/gpt-5.2`, `anthropic/claude-sonnet-4.6`
+3. **Configuration-driven**: Adding new Providers only requires config changes, no code changes
+
+### 2.2 New Configuration Structure
+
+```json
+{
+  "model_list": [
+    {
+      "model_name": "deepseek-chat",
+      "model": "openai/deepseek-chat",
+      "api_base": "https://api.deepseek.com/v1",
+      "api_key": "sk-xxx"
+    },
+    {
+      "model_name": "gpt-5.2",
+      "model": "openai/gpt-5.2",
+      "api_key": "sk-xxx"
+    },
+    {
+      "model_name": "claude-sonnet-4.6",
+      "model": "anthropic/claude-sonnet-4.6",
+      "api_key": "sk-xxx"
+    },
+    {
+      "model_name": "gemini-3-flash",
+      "model": "antigravity/gemini-3-flash",
+      "auth_method": "oauth"
+    },
+    {
+      "model_name": "my-company-llm",
+      "model": "openai/company-model-v1",
+      "api_base": "https://llm.company.com/v1",
+      "api_key": "xxx"
+    }
+  ],
+
+  "agents": {
+    "defaults": {
+      "model": "deepseek-chat",
+      "max_tokens": 8192,
+      "temperature": 0.7
+    }
+  }
+}
+```
+
+### 2.3 Go Struct Definition
+
+```go
+type Config struct {
+    ModelList []ModelConfig `json:"model_list"`  // new
+    Providers ProvidersConfig `json:"providers"`  // old, deprecated
+
+    Agents   AgentsConfig   `json:"agents"`
+    Channels ChannelsConfig `json:"channels"`
+    // ...
+}
+
+type ModelConfig struct {
+    // Required
+    ModelName string `json:"model_name"`  // user-facing name (alias)
+    Model     string `json:"model"`       // protocol/model, e.g., openai/gpt-5.2
+
+    // Common config
+    APIBase   string `json:"api_base,omitempty"`
+    APIKey    string `json:"api_key,omitempty"`
+    Proxy     string `json:"proxy,omitempty"`
+
+    // Special provider config
+    AuthMethod  string `json:"auth_method,omitempty"`   // oauth, token
+    ConnectMode string `json:"connect_mode,omitempty"`  // stdio, grpc
+
+    // Optional optimizations
+    RPM            int    `json:"rpm,omitempty"`              // rate limit
+    MaxTokensField string `json:"max_tokens_field,omitempty"` // max_tokens or max_completion_tokens
+}
+```
+
+### 2.4 Protocol Recognition
+
+Identify protocol via prefix in `model` field:
+
+| Prefix | Protocol | Description |
+|--------|----------|-------------|
+| `openai/` | OpenAI-compatible | Most common, includes DeepSeek, Qwen, Groq, etc. |
+| `anthropic/` | Anthropic | Claude series specific |
+| `antigravity/` | Antigravity | Google Cloud Code Assist |
+| `gemini/` | Gemini | Google Gemini native API (if needed) |
+
+---
+
+## 3. Design Rationale
+
+### 3.1 Problems Solved
+
+| Problem | Old Approach | New Approach |
+|---------|--------------|--------------|
+| Add OpenAI-compatible Provider | Change 3 code locations | Add one config entry |
+| Agent specifies model | Need provider + model | Only need model |
+| Code duplication | Each Provider duplicates logic | Share protocol implementation |
+| Multi-Agent support | Complex | Naturally compatible |
+
+### 3.2 Multi-Agent Compatibility
+
+```json
+{
+  "model_list": [...],
+
+  "agents": {
+    "defaults": {
+      "model": "deepseek-chat"
+    },
+    "coder": {
+      "model": "gpt-5.2",
+      "system_prompt": "You are a coding assistant..."
+    },
+    "translator": {
+      "model": "claude-sonnet-4.6"
+    }
+  }
+}
+```
+
+Each Agent only needs to specify `model` (corresponds to `model_name` in `model_list`).
+
+### 3.3 Industry Comparison
+
+**LiteLLM** (most mature open-source LLM Proxy) uses similar design:
+
+```yaml
+model_list:
+  - model_name: gpt-4o
+    litellm_params:
+      model: openai/gpt-5.2
+      api_key: xxx
+  - model_name: my-custom
+    litellm_params:
+      model: openai/custom-model
+      api_base: https://my-api.com/v1
+```
+
+---
+
+## 4. Migration Plan
+
+### 4.1 Phase 1: Compatibility Period (v1.x)
+
+Support both `providers` and `model_list`:
+
+```go
+func (c *Config) GetModelConfig(modelName string) (*ModelConfig, error) {
+    // Prefer new config
+    if len(c.ModelList) > 0 {
+        return c.findModelByName(modelName)
+    }
+
+    // Backward compatibility with old config
+    if !c.Providers.IsEmpty() {
+        logger.Warn("'providers' config is deprecated, please migrate to 'model_list'")
+        return c.convertFromProviders(modelName)
+    }
+
+    return nil, fmt.Errorf("model %s not found", modelName)
+}
+```
+
+### 4.2 Phase 2: Warning Period (late v1.x)
+
+- Print more prominent warnings at startup
+- Provide automatic migration script
+- Mark `providers` as deprecated in documentation
+
+### 4.3 Phase 3: Removal Period (v2.0)
+
+- Completely remove `providers` support
+- Remove `agents.defaults.provider` field
+- Only support `model_list`
+
+### 4.4 Configuration Migration Example
+
+**Old Config**:
+```json
+{
+  "providers": {
+    "deepseek": {
+      "api_key": "sk-xxx",
+      "api_base": "https://api.deepseek.com/v1"
+    }
+  },
+  "agents": {
+    "defaults": {
+      "provider": "deepseek",
+      "model": "deepseek-chat"
+    }
+  }
+}
+```
+
+**New Config**:
+```json
+{
+  "model_list": [
+    {
+      "model_name": "deepseek-chat",
+      "model": "openai/deepseek-chat",
+      "api_base": "https://api.deepseek.com/v1",
+      "api_key": "sk-xxx"
+    }
+  ],
+  "agents": {
+    "defaults": {
+      "model": "deepseek-chat"
+    }
+  }
+}
+```
+
+---
+
+## 5. Implementation Checklist
+
+### 5.1 Configuration Layer
+
+- [ ] Add `ModelConfig` struct
+- [ ] Add `Config.ModelList` field
+- [ ] Implement `GetModelConfig(modelName)` method
+- [ ] Implement old config compatibility conversion
+- [ ] Add `model_name` uniqueness validation
+
+### 5.2 Provider Layer
+
+- [ ] Create `pkg/providers/factory/` directory
+- [ ] Implement `CreateProviderFromModelConfig()`
+- [ ] Refactor `http_provider.go` to `openai/provider.go`
+- [ ] Maintain backward compatibility for old `CreateProvider()`
+
+### 5.3 Testing
+
+- [ ] New config unit tests
+- [ ] Old config compatibility tests
+- [ ] Integration tests
+
+### 5.4 Documentation
+
+- [ ] Update README
+- [ ] Update config.example.json
+- [ ] Write migration guide
+
+---
+
+## 6. Risks and Mitigations
+
+| Risk | Mitigation |
+|------|------------|
+| Breaking existing configs | Compatibility period keeps old config working |
+| User migration cost | Provide automatic migration script |
+| Special Provider incompatibility | Keep `auth_method` and other extension fields |
+
+---
+
+## 7. References
+
+- [LiteLLM Config Documentation](https://docs.litellm.ai/docs/proxy/configs)
+- [One-API GitHub](https://github.com/songquanpeng/one-api)
+- Discussion #122: Refactor Provider Architecture

docs/migration/model-list-migration.md

@@ -0,0 +1,211 @@
+# Migration Guide: From `providers` to `model_list`
+
+This guide explains how to migrate from the legacy `providers` configuration to the new `model_list` format.
+
+## Why Migrate?
+
+The new `model_list` configuration offers several advantages:
+
+- **Zero-code provider addition**: Add OpenAI-compatible providers with configuration only
+- **Load balancing**: Configure multiple endpoints for the same model
+- **Protocol-based routing**: Use prefixes like `openai/`, `anthropic/`, etc.
+- **Cleaner configuration**: Model-centric instead of vendor-centric
+
+## Timeline
+
+| Version | Status |
+|---------|--------|
+| v1.x | `model_list` introduced, `providers` deprecated but functional |
+| v1.x+1 | Prominent deprecation warnings, migration tool available |
+| v2.0 | `providers` configuration removed |
+
+## Before and After
+
+### Before: Legacy `providers` Configuration
+
+```json
+{
+  "providers": {
+    "openai": {
+      "api_key": "sk-your-openai-key",
+      "api_base": "https://api.openai.com/v1"
+    },
+    "anthropic": {
+      "api_key": "sk-ant-your-key"
+    },
+    "deepseek": {
+      "api_key": "sk-your-deepseek-key"
+    }
+  },
+  "agents": {
+    "defaults": {
+      "provider": "openai",
+      "model": "gpt-5.2"
+    }
+  }
+}
+```
+
+### After: New `model_list` Configuration
+
+```json
+{
+  "model_list": [
+    {
+      "model_name": "gpt4",
+      "model": "openai/gpt-5.2",
+      "api_key": "sk-your-openai-key",
+      "api_base": "https://api.openai.com/v1"
+    },
+    {
+      "model_name": "claude-sonnet-4.6",
+      "model": "anthropic/claude-sonnet-4.6",
+      "api_key": "sk-ant-your-key"
+    },
+    {
+      "model_name": "deepseek",
+      "model": "deepseek/deepseek-chat",
+      "api_key": "sk-your-deepseek-key"
+    }
+  ],
+  "agents": {
+    "defaults": {
+      "model": "gpt4"
+    }
+  }
+}
+```
+
+## Protocol Prefixes
+
+The `model` field uses a protocol prefix format: `[protocol/]model-identifier`
+
+| Prefix | Description | Example |
+|--------|-------------|---------|
+| `openai/` | OpenAI API (default) | `openai/gpt-5.2` |
+| `anthropic/` | Anthropic API | `anthropic/claude-opus-4` |
+| `antigravity/` | Google via Antigravity OAuth | `antigravity/gemini-2.0-flash` |
+| `claude-cli/` | Claude CLI (local) | `claude-cli/claude-sonnet-4.6` |
+| `codex-cli/` | Codex CLI (local) | `codex-cli/codex-4` |
+| `github-copilot/` | GitHub Copilot | `github-copilot/gpt-4o` |
+| `openrouter/` | OpenRouter | `openrouter/anthropic/claude-sonnet-4.6` |
+| `groq/` | Groq API | `groq/llama-3.1-70b` |
+| `deepseek/` | DeepSeek API | `deepseek/deepseek-chat` |
+| `cerebras/` | Cerebras API | `cerebras/llama-3.3-70b` |
+| `qwen/` | Alibaba Qwen | `qwen/qwen-max` |
+
+**Note**: If no prefix is specified, `openai/` is used as the default.
+
+## ModelConfig Fields
+
+| Field | Required | Description |
+|-------|----------|-------------|
+| `model_name` | Yes | User-facing alias for the model |
+| `model` | Yes | Protocol and model identifier (e.g., `openai/gpt-5.2`) |
+| `api_base` | No | API endpoint URL |
+| `api_key` | No* | API authentication key |
+| `proxy` | No | HTTP proxy URL |
+| `auth_method` | No | Authentication method: `oauth`, `token` |
+| `connect_mode` | No | Connection mode for CLI providers: `stdio`, `grpc` |
+| `rpm` | No | Requests per minute limit |
+| `max_tokens_field` | No | Field name for max tokens |
+
+*`api_key` is required for HTTP-based protocols unless `api_base` points to a local server.
+
+## Load Balancing
+
+Configure multiple endpoints for the same model to distribute load:
+
+```json
+{
+  "model_list": [
+    {
+      "model_name": "gpt4",
+      "model": "openai/gpt-5.2",
+      "api_key": "sk-key1",
+      "api_base": "https://api1.example.com/v1"
+    },
+    {
+      "model_name": "gpt4",
+      "model": "openai/gpt-5.2",
+      "api_key": "sk-key2",
+      "api_base": "https://api2.example.com/v1"
+    },
+    {
+      "model_name": "gpt4",
+      "model": "openai/gpt-5.2",
+      "api_key": "sk-key3",
+      "api_base": "https://api3.example.com/v1"
+    }
+  ]
+}
+```
+
+When you request model `gpt4`, requests will be distributed across all three endpoints using round-robin selection.
+
+## Adding a New OpenAI-Compatible Provider
+
+With `model_list`, adding a new provider requires zero code changes:
+
+```json
+{
+  "model_list": [
+    {
+      "model_name": "my-custom-llm",
+      "model": "openai/my-model-v1",
+      "api_key": "your-api-key",
+      "api_base": "https://api.your-provider.com/v1"
+    }
+  ]
+}
+```
+
+Just specify `openai/` as the protocol (or omit it for the default), and provide your provider's API base URL.
+
+## Backward Compatibility
+
+During the migration period, your existing `providers` configuration will continue to work:
+
+1. If `model_list` is empty and `providers` has data, the system auto-converts internally
+2. A deprecation warning is logged: `"providers config is deprecated, please migrate to model_list"`
+3. All existing functionality remains unchanged
+
+## Migration Checklist
+
+- [ ] Identify all providers you're currently using
+- [ ] Create `model_list` entries for each provider
+- [ ] Use appropriate protocol prefixes
+- [ ] Update `agents.defaults.model` to reference the new `model_name`
+- [ ] Test that all models work correctly
+- [ ] Remove or comment out the old `providers` section
+
+## Troubleshooting
+
+### Model not found error
+
+```
+model "xxx" not found in model_list or providers
+```
+
+**Solution**: Ensure the `model_name` in `model_list` matches the value in `agents.defaults.model`.
+
+### Unknown protocol error
+
+```
+unknown protocol "xxx" in model "xxx/model-name"
+```
+
+**Solution**: Use a supported protocol prefix. See the [Protocol Prefixes](#protocol-prefixes) table above.
+
+### Missing API key error
+
+```
+api_key or api_base is required for HTTP-based protocol "xxx"
+```
+
+**Solution**: Provide `api_key` and/or `api_base` for HTTP-based providers.
+
+## Need Help?
+
+- [GitHub Issues](https://github.com/sipeed/picoclaw/issues)
+- [Discussion #122](https://github.com/sipeed/picoclaw/discussions/122): Original proposal

pkg/agent/context.go

@@ -189,16 +189,7 @@ func (cb *ContextBuilder) BuildMessages(history []providers.Message, summary str
 		systemPrompt += "\n\n## Summary of Previous Conversation\n\n" + summary
 	}
 
-	//This fix prevents the session memory from LLM failure due to elimination of toolu_IDs required from LLM
+	history = sanitizeHistoryForProvider(history)
-	// --- INICIO DEL FIX ---
-	//Diegox-17
-	for len(history) > 0 && (history[0].Role == "tool") {
-		logger.DebugCF("agent", "Removing orphaned tool message from history to prevent LLM error",
-			map[string]interface{}{"role": history[0].Role})
-		history = history[1:]
-	}
-	//Diegox-17
-	// --- FIN DEL FIX ---
 
 	messages = append(messages, providers.Message{
 		Role:    "system",
@@ -207,14 +198,58 @@ func (cb *ContextBuilder) BuildMessages(history []providers.Message, summary str
 
 	messages = append(messages, history...)
 
-	messages = append(messages, providers.Message{
+	if strings.TrimSpace(currentMessage) != "" {
-		Role:    "user",
+		messages = append(messages, providers.Message{
-		Content: currentMessage,
+			Role:    "user",
-	})
+			Content: currentMessage,
+		})
+	}
 
 	return messages
 }
 
+func sanitizeHistoryForProvider(history []providers.Message) []providers.Message {
+	if len(history) == 0 {
+		return history
+	}
+
+	sanitized := make([]providers.Message, 0, len(history))
+	for _, msg := range history {
+		switch msg.Role {
+		case "tool":
+			if len(sanitized) == 0 {
+				logger.DebugCF("agent", "Dropping orphaned leading tool message", map[string]interface{}{})
+				continue
+			}
+			last := sanitized[len(sanitized)-1]
+			if last.Role != "assistant" || len(last.ToolCalls) == 0 {
+				logger.DebugCF("agent", "Dropping orphaned tool message", map[string]interface{}{})
+				continue
+			}
+			sanitized = append(sanitized, msg)
+
+		case "assistant":
+			if len(msg.ToolCalls) > 0 {
+				if len(sanitized) == 0 {
+					logger.DebugCF("agent", "Dropping assistant tool-call turn at history start", map[string]interface{}{})
+					continue
+				}
+				prev := sanitized[len(sanitized)-1]
+				if prev.Role != "user" && prev.Role != "tool" {
+					logger.DebugCF("agent", "Dropping assistant tool-call turn with invalid predecessor", map[string]interface{}{"prev_role": prev.Role})
+					continue
+				}
+			}
+			sanitized = append(sanitized, msg)
+
+		default:
+			sanitized = append(sanitized, msg)
+		}
+	}
+
+	return sanitized
+}
+
 func (cb *ContextBuilder) AddToolResult(messages []providers.Message, toolCallID, toolName, result string) []providers.Message {
 	messages = append(messages, providers.Message{
 		Role:       "tool",

pkg/agent/instance.go

@@ -21,6 +21,8 @@ type AgentInstance struct {
 	Fallbacks      []string
 	Workspace      string
 	MaxIterations  int
+	MaxTokens      int
+	Temperature    float64
 	ContextWindow  int
 	Provider       providers.LLMProvider
 	Sessions       *session.SessionManager
@@ -76,6 +78,16 @@ func NewAgentInstance(
 		maxIter = 20
 	}
 
+	maxTokens := defaults.MaxTokens
+	if maxTokens == 0 {
+		maxTokens = 8192
+	}
+
+	temperature := 0.7
+	if defaults.Temperature != nil {
+		temperature = *defaults.Temperature
+	}
+
 	// Resolve fallback candidates
 	modelCfg := providers.ModelConfig{
 		Primary:   model,
@@ -90,7 +102,9 @@ func NewAgentInstance(
 		Fallbacks:      fallbacks,
 		Workspace:      workspace,
 		MaxIterations:  maxIter,
-		ContextWindow:  defaults.MaxTokens,
+		MaxTokens:      maxTokens,
+		Temperature:    temperature,
+		ContextWindow:  maxTokens,
 		Provider:       provider,
 		Sessions:       sessionsManager,
 		ContextBuilder: contextBuilder,

pkg/agent/instance_test.go

@@ -0,0 +1,95 @@
+package agent
+
+import (
+	"os"
+	"testing"
+
+	"github.com/sipeed/picoclaw/pkg/config"
+)
+
+func TestNewAgentInstance_UsesDefaultsTemperatureAndMaxTokens(t *testing.T) {
+	tmpDir, err := os.MkdirTemp("", "agent-instance-test-*")
+	if err != nil {
+		t.Fatalf("Failed to create temp dir: %v", err)
+	}
+	defer os.RemoveAll(tmpDir)
+
+	cfg := &config.Config{
+		Agents: config.AgentsConfig{
+			Defaults: config.AgentDefaults{
+				Workspace:         tmpDir,
+				Model:             "test-model",
+				MaxTokens:         1234,
+				MaxToolIterations: 5,
+			},
+		},
+	}
+
+	configuredTemp := 1.0
+	cfg.Agents.Defaults.Temperature = &configuredTemp
+
+	provider := &mockProvider{}
+	agent := NewAgentInstance(nil, &cfg.Agents.Defaults, cfg, provider)
+
+	if agent.MaxTokens != 1234 {
+		t.Fatalf("MaxTokens = %d, want %d", agent.MaxTokens, 1234)
+	}
+	if agent.Temperature != 1.0 {
+		t.Fatalf("Temperature = %f, want %f", agent.Temperature, 1.0)
+	}
+}
+
+func TestNewAgentInstance_DefaultsTemperatureWhenZero(t *testing.T) {
+	tmpDir, err := os.MkdirTemp("", "agent-instance-test-*")
+	if err != nil {
+		t.Fatalf("Failed to create temp dir: %v", err)
+	}
+	defer os.RemoveAll(tmpDir)
+
+	cfg := &config.Config{
+		Agents: config.AgentsConfig{
+			Defaults: config.AgentDefaults{
+				Workspace:         tmpDir,
+				Model:             "test-model",
+				MaxTokens:         1234,
+				MaxToolIterations: 5,
+			},
+		},
+	}
+
+	configuredTemp := 0.0
+	cfg.Agents.Defaults.Temperature = &configuredTemp
+
+	provider := &mockProvider{}
+	agent := NewAgentInstance(nil, &cfg.Agents.Defaults, cfg, provider)
+
+	if agent.Temperature != 0.0 {
+		t.Fatalf("Temperature = %f, want %f", agent.Temperature, 0.0)
+	}
+}
+
+func TestNewAgentInstance_DefaultsTemperatureWhenUnset(t *testing.T) {
+	tmpDir, err := os.MkdirTemp("", "agent-instance-test-*")
+	if err != nil {
+		t.Fatalf("Failed to create temp dir: %v", err)
+	}
+	defer os.RemoveAll(tmpDir)
+
+	cfg := &config.Config{
+		Agents: config.AgentsConfig{
+			Defaults: config.AgentDefaults{
+				Workspace:         tmpDir,
+				Model:             "test-model",
+				MaxTokens:         1234,
+				MaxToolIterations: 5,
+			},
+		},
+	}
+
+	provider := &mockProvider{}
+	agent := NewAgentInstance(nil, &cfg.Agents.Defaults, cfg, provider)
+
+	if agent.Temperature != 0.7 {
+		t.Fatalf("Temperature = %f, want %f", agent.Temperature, 0.7)
+	}
+}

pkg/agent/loop.go

@@ -23,6 +23,7 @@ import (
 	"github.com/sipeed/picoclaw/pkg/logger"
 	"github.com/sipeed/picoclaw/pkg/providers"
 	"github.com/sipeed/picoclaw/pkg/routing"
+	"github.com/sipeed/picoclaw/pkg/skills"
 	"github.com/sipeed/picoclaw/pkg/state"
 	"github.com/sipeed/picoclaw/pkg/tools"
 	"github.com/sipeed/picoclaw/pkg/utils"
@@ -94,7 +95,19 @@ func NewAgentLoop(cfg *config.Config, msgBus *bus.MessageBus, provider providers
 		})
 		agent.Tools.Register(messageTool)
 
+		// Skill discovery and installation tools
+		registryMgr := skills.NewRegistryManagerFromConfig(skills.RegistryConfig{
+			MaxConcurrentSearches: cfg.Tools.Skills.MaxConcurrentSearches,
+			ClawHub:               skills.ClawHubConfig(cfg.Tools.Skills.Registries.ClawHub),
+		})
+		searchCache := skills.NewSearchCache(cfg.Tools.Skills.SearchCache.MaxSize, time.Duration(cfg.Tools.Skills.SearchCache.TTLSeconds)*time.Second)
+		agent.Tools.Register(tools.NewFindSkillsTool(registryMgr, searchCache))
+		agent.Tools.Register(tools.NewInstallSkillTool(registryMgr, agent.Workspace))
+
+		// Spawn tool with allowlist checker
 		subagentManager := tools.NewSubagentManager(provider, agent.Model, agent.Workspace, msgBus)
+		subagentManager.SetLLMOptions(agent.MaxTokens, agent.Temperature)
+
 		subagentTools := tools.NewToolRegistry()
 		for _, toolName := range agent.Tools.List() {
 			if tool, exists := agent.Tools.Get(toolName); exists {
@@ -102,7 +115,6 @@ func NewAgentLoop(cfg *config.Config, msgBus *bus.MessageBus, provider providers
 			}
 		}
 		subagentManager.SetTools(subagentTools)
-
 		spawnTool := tools.NewSpawnTool(subagentManager)
 		currentAgentID := agentID
 		spawnTool.SetAllowlistChecker(func(targetAgentID string) bool {
@@ -465,8 +477,8 @@ func (al *AgentLoop) runLLMIteration(ctx context.Context, agent *AgentInstance,
 				"model":             agent.Model,
 				"messages_count":    len(messages),
 				"tools_count":       len(providerToolDefs),
-				"max_tokens":        8192,
+				"max_tokens":        agent.MaxTokens,
-				"temperature":       0.7,
+				"temperature":       agent.Temperature,
 				"system_prompt_len": len(messages[0].Content),
 			})
 
@@ -487,8 +499,8 @@ func (al *AgentLoop) runLLMIteration(ctx context.Context, agent *AgentInstance,
 				fbResult, fbErr := al.fallback.Execute(ctx, agent.Candidates,
 					func(ctx context.Context, provider, model string) (*providers.LLMResponse, error) {
 						return agent.Provider.Chat(ctx, messages, providerToolDefs, model, map[string]interface{}{
-							"max_tokens":  8192,
+							"max_tokens":  agent.MaxTokens,
-							"temperature": 0.7,
+							"temperature": agent.Temperature,
 						})
 					},
 				)
@@ -503,8 +515,8 @@ func (al *AgentLoop) runLLMIteration(ctx context.Context, agent *AgentInstance,
 				return fbResult.Response, nil
 			}
 			return agent.Provider.Chat(ctx, messages, providerToolDefs, agent.Model, map[string]interface{}{
-				"max_tokens":  8192,
+				"max_tokens":  agent.MaxTokens,
-				"temperature": 0.7,
+				"temperature": agent.Temperature,
 			})
 		}
 
@@ -570,16 +582,21 @@ func (al *AgentLoop) runLLMIteration(ctx context.Context, agent *AgentInstance,
 			break
 		}
 
-		// Log tool calls
+		normalizedToolCalls := make([]providers.ToolCall, 0, len(response.ToolCalls))
-		toolNames := make([]string, 0, len(response.ToolCalls))
 		for _, tc := range response.ToolCalls {
+			normalizedToolCalls = append(normalizedToolCalls, providers.NormalizeToolCall(tc))
+		}
+
+		// Log tool calls
+		toolNames := make([]string, 0, len(normalizedToolCalls))
+		for _, tc := range normalizedToolCalls {
 			toolNames = append(toolNames, tc.Name)
 		}
 		logger.InfoCF("agent", "LLM requested tool calls",
 			map[string]interface{}{
 				"agent_id":  agent.ID,
 				"tools":     toolNames,
-				"count":     len(response.ToolCalls),
+				"count":     len(normalizedToolCalls),
 				"iteration": iteration,
 			})
 
@@ -588,15 +605,26 @@ func (al *AgentLoop) runLLMIteration(ctx context.Context, agent *AgentInstance,
 			Role:    "assistant",
 			Content: response.Content,
 		}
-		for _, tc := range response.ToolCalls {
+		for _, tc := range normalizedToolCalls {
 			argumentsJSON, _ := json.Marshal(tc.Arguments)
+			// Copy ExtraContent to ensure thought_signature is persisted for Gemini 3
+			extraContent := tc.ExtraContent
+			thoughtSignature := ""
+			if tc.Function != nil {
+				thoughtSignature = tc.Function.ThoughtSignature
+			}
+
 			assistantMsg.ToolCalls = append(assistantMsg.ToolCalls, providers.ToolCall{
 				ID:   tc.ID,
 				Type: "function",
+				Name: tc.Name,
 				Function: &providers.FunctionCall{
-					Name:      tc.Name,
+					Name:             tc.Name,
-					Arguments: string(argumentsJSON),
+					Arguments:        string(argumentsJSON),
+					ThoughtSignature: thoughtSignature,
 				},
+				ExtraContent:     extraContent,
+				ThoughtSignature: thoughtSignature,
 			})
 		}
 		messages = append(messages, assistantMsg)
@@ -605,7 +633,7 @@ func (al *AgentLoop) runLLMIteration(ctx context.Context, agent *AgentInstance,
 		agent.Sessions.AddFullMessage(opts.SessionKey, assistantMsg)
 
 		// Execute tool calls
-		for _, tc := range response.ToolCalls {
+		for _, tc := range normalizedToolCalls {
 			argsJSON, _ := json.Marshal(tc.Arguments)
 			argsPreview := utils.Truncate(string(argsJSON), 200)
 			logger.InfoCF("agent", fmt.Sprintf("Tool call: %s(%s)", tc.Name, argsPreview),
@@ -732,31 +760,21 @@ func (al *AgentLoop) forceCompression(agent *AgentInstance, sessionKey string) {
 	mid := len(conversation) / 2
 
 	// New history structure:
-	// 1. System Prompt
+	// 1. System Prompt (with compression note appended)
-	// 2. [Summary of dropped part] - synthesized
+	// 2. Second half of conversation
-	// 3. Second half of conversation
+	// 3. Last message
-	// 4. Last message
-
-	// Simplified approach for emergency: Drop first half of conversation
-	// and rely on existing summary if present, or create a placeholder.
 
 	droppedCount := mid
 	keptConversation := conversation[mid:]
 
 	newHistory := make([]providers.Message, 0)
-	newHistory = append(newHistory, history[0]) // System prompt
 
-	// Add a note about compression
+	// Append compression note to the original system prompt instead of adding a new system message
-	compressionNote := fmt.Sprintf("[System: Emergency compression dropped %d oldest messages due to context limit]", droppedCount)
+	// This avoids having two consecutive system messages which some APIs (like Zhipu) reject
-	// If there was an existing summary, we might lose it if it was in the dropped part (which is just messages).
+	compressionNote := fmt.Sprintf("\n\n[System Note: Emergency compression dropped %d oldest messages due to context limit]", droppedCount)
-	// The summary is stored separately in session.Summary, so it persists!
+	enhancedSystemPrompt := history[0]
-	// We just need to ensure the user knows there's a gap.
+	enhancedSystemPrompt.Content = enhancedSystemPrompt.Content + compressionNote
-
+	newHistory = append(newHistory, enhancedSystemPrompt)
-	// We only modify the messages list here
-	newHistory = append(newHistory, providers.Message{
-		Role:    "system",
-		Content: compressionNote,
-	})
 
 	newHistory = append(newHistory, keptConversation...)
 	newHistory = append(newHistory, history[len(history)-1]) // Last message

pkg/agent/loop_test.go

@@ -14,20 +14,6 @@ import (
 	"github.com/sipeed/picoclaw/pkg/tools"
 )
 
-// mockProvider is a simple mock LLM provider for testing
-type mockProvider struct{}
-
-func (m *mockProvider) Chat(ctx context.Context, messages []providers.Message, tools []providers.ToolDefinition, model string, opts map[string]interface{}) (*providers.LLMResponse, error) {
-	return &providers.LLMResponse{
-		Content:   "Mock response",
-		ToolCalls: []providers.ToolCall{},
-	}, nil
-}
-
-func (m *mockProvider) GetDefaultModel() string {
-	return "mock-model"
-}
-
 func TestRecordLastChannel(t *testing.T) {
 	// Create temp workspace
 	tmpDir, err := os.MkdirTemp("", "agent-test-*")
@@ -603,7 +589,6 @@ func TestAgentLoop_ContextExhaustionRetry(t *testing.T) {
 	// Call ProcessDirectWithChannel
 	// Note: ProcessDirectWithChannel calls processMessage which will execute runLLMIteration
 	response, err := al.ProcessDirectWithChannel(context.Background(), "Trigger message", sessionKey, "test", "test-chat")
-
 	if err != nil {
 		t.Fatalf("Expected success after retry, got error: %v", err)
 	}

pkg/agent/mock_provider_test.go

@@ -0,0 +1,20 @@
+package agent
+
+import (
+	"context"
+
+	"github.com/sipeed/picoclaw/pkg/providers"
+)
+
+type mockProvider struct{}
+
+func (m *mockProvider) Chat(ctx context.Context, messages []providers.Message, tools []providers.ToolDefinition, model string, opts map[string]interface{}) (*providers.LLMResponse, error) {
+	return &providers.LLMResponse{
+		Content:   "Mock response",
+		ToolCalls: []providers.ToolCall{},
+	}, nil
+}
+
+func (m *mockProvider) GetDefaultModel() string {
+	return "mock-model"
+}

pkg/auth/oauth.go

@@ -1,6 +1,7 @@
 package auth
 
 import (
+	"bufio"
 	"context"
 	"crypto/rand"
 	"encoding/base64"
@@ -11,6 +12,7 @@ import (
 	"net"
 	"net/http"
 	"net/url"
+	"os"
 	"os/exec"
 	"runtime"
 	"strconv"
@@ -19,11 +21,13 @@ import (
 )
 
 type OAuthProviderConfig struct {
-	Issuer     string
+	Issuer       string
-	ClientID   string
+	ClientID     string
-	Scopes     string
+	ClientSecret string // Required for Google OAuth (confidential client)
-	Originator string
+	TokenURL     string // Override token endpoint (Google uses a different URL than issuer)
-	Port       int
+	Scopes       string
+	Originator   string
+	Port         int
 }
 
 func OpenAIOAuthConfig() OAuthProviderConfig {
@@ -36,6 +40,30 @@ func OpenAIOAuthConfig() OAuthProviderConfig {
 	}
 }
 
+// GoogleAntigravityOAuthConfig returns the OAuth configuration for Google Cloud Code Assist (Antigravity).
+// Client credentials are the same ones used by OpenCode/pi-ai for Cloud Code Assist access.
+func GoogleAntigravityOAuthConfig() OAuthProviderConfig {
+	// These are the same client credentials used by the OpenCode antigravity plugin.
+	clientID := decodeBase64("MTA3MTAwNjA2MDU5MS10bWhzc2luMmgyMWxjcmUyMzV2dG9sb2poNGc0MDNlcC5hcHBzLmdvb2dsZXVzZXJjb250ZW50LmNvbQ==")
+	clientSecret := decodeBase64("R09DU1BYLUs1OEZXUjQ4NkxkTEoxbUxCOHNYQzR6NnFEQWY=")
+	return OAuthProviderConfig{
+		Issuer:       "https://accounts.google.com/o/oauth2/v2",
+		TokenURL:     "https://oauth2.googleapis.com/token",
+		ClientID:     clientID,
+		ClientSecret: clientSecret,
+		Scopes:       "https://www.googleapis.com/auth/cloud-platform https://www.googleapis.com/auth/userinfo.email https://www.googleapis.com/auth/userinfo.profile https://www.googleapis.com/auth/cclog https://www.googleapis.com/auth/experimentsandconfigs",
+		Port:         51121,
+	}
+}
+
+func decodeBase64(s string) string {
+	data, err := base64.StdEncoding.DecodeString(s)
+	if err != nil {
+		return s
+	}
+	return string(data)
+}
+
 func generateState() (string, error) {
 	buf := make([]byte, 32)
 	if _, err := rand.Read(buf); err != nil {
@@ -101,8 +129,17 @@ func LoginBrowser(cfg OAuthProviderConfig) (*AuthCredential, error) {
 		fmt.Printf("Could not open browser automatically.\nPlease open this URL manually:\n\n%s\n\n", authURL)
 	}
 
-	fmt.Println("If you're running in a headless environment, use: picoclaw auth login --provider openai --device-code")
+	fmt.Printf("Wait! If you are in a headless environment (like Coolify/VPS) and cannot reach localhost:%d,\n", cfg.Port)
-	fmt.Println("Waiting for authentication in browser...")
+	fmt.Println("please complete the login in your local browser and then PASTE the final redirect URL (or just the code) here.")
+	fmt.Println("Waiting for authentication (browser or manual paste)...")
+
+	// Start manual input in a goroutine
+	manualCh := make(chan string)
+	go func() {
+		reader := bufio.NewReader(os.Stdin)
+		input, _ := reader.ReadString('\n')
+		manualCh <- strings.TrimSpace(input)
+	}()
 
 	select {
 	case result := <-resultCh:
@@ -110,6 +147,22 @@ func LoginBrowser(cfg OAuthProviderConfig) (*AuthCredential, error) {
 			return nil, result.err
 		}
 		return exchangeCodeForTokens(cfg, result.code, pkce.CodeVerifier, redirectURI)
+	case manualInput := <-manualCh:
+		if manualInput == "" {
+			return nil, fmt.Errorf("manual input cancelled")
+		}
+		// Extract code from URL if it's a full URL
+		code := manualInput
+		if strings.Contains(manualInput, "?") {
+			u, err := url.Parse(manualInput)
+			if err == nil {
+				code = u.Query().Get("code")
+			}
+		}
+		if code == "" {
+			return nil, fmt.Errorf("could not find authorization code in input")
+		}
+		return exchangeCodeForTokens(cfg, code, pkce.CodeVerifier, redirectURI)
 	case <-time.After(5 * time.Minute):
 		return nil, fmt.Errorf("authentication timed out after 5 minutes")
 	}
@@ -269,8 +322,16 @@ func RefreshAccessToken(cred *AuthCredential, cfg OAuthProviderConfig) (*AuthCre
 		"refresh_token": {cred.RefreshToken},
 		"scope":         {"openid profile email"},
 	}
+	if cfg.ClientSecret != "" {
+		data.Set("client_secret", cfg.ClientSecret)
+	}
 
-	resp, err := http.PostForm(cfg.Issuer+"/oauth/token", data)
+	tokenURL := cfg.Issuer + "/oauth/token"
+	if cfg.TokenURL != "" {
+		tokenURL = cfg.TokenURL
+	}
+
+	resp, err := http.PostForm(tokenURL, data)
 	if err != nil {
 		return nil, fmt.Errorf("refreshing token: %w", err)
 	}
@@ -291,6 +352,12 @@ func RefreshAccessToken(cred *AuthCredential, cfg OAuthProviderConfig) (*AuthCre
 	if refreshed.AccountID == "" {
 		refreshed.AccountID = cred.AccountID
 	}
+	if cred.Email != "" && refreshed.Email == "" {
+		refreshed.Email = cred.Email
+	}
+	if cred.ProjectID != "" && refreshed.ProjectID == "" {
+		refreshed.ProjectID = cred.ProjectID
+	}
 	return refreshed, nil
 }
 
@@ -300,21 +367,35 @@ func BuildAuthorizeURL(cfg OAuthProviderConfig, pkce PKCECodes, state, redirectU
 
 func buildAuthorizeURL(cfg OAuthProviderConfig, pkce PKCECodes, state, redirectURI string) string {
 	params := url.Values{
-		"response_type":              {"code"},
+		"response_type":         {"code"},
-		"client_id":                  {cfg.ClientID},
+		"client_id":             {cfg.ClientID},
-		"redirect_uri":               {redirectURI},
+		"redirect_uri":          {redirectURI},
-		"scope":                      {cfg.Scopes},
+		"scope":                 {cfg.Scopes},
-		"code_challenge":             {pkce.CodeChallenge},
+		"code_challenge":        {pkce.CodeChallenge},
-		"code_challenge_method":      {"S256"},
+		"code_challenge_method": {"S256"},
-		"id_token_add_organizations": {"true"},
+		"state":                 {state},
-		"codex_cli_simplified_flow":  {"true"},
-		"state":                      {state},
 	}
-	if strings.Contains(strings.ToLower(cfg.Issuer), "auth.openai.com") {
+
-		params.Set("originator", "picoclaw")
+	isGoogle := strings.Contains(strings.ToLower(cfg.Issuer), "accounts.google.com")
+	if isGoogle {
+		// Google OAuth requires these for refresh token support
+		params.Set("access_type", "offline")
+		params.Set("prompt", "consent")
+	} else {
+		// OpenAI-specific parameters
+		params.Set("id_token_add_organizations", "true")
+		params.Set("codex_cli_simplified_flow", "true")
+		if strings.Contains(strings.ToLower(cfg.Issuer), "auth.openai.com") {
+			params.Set("originator", "picoclaw")
+		}
+		if cfg.Originator != "" {
+			params.Set("originator", cfg.Originator)
+		}
 	}
-	if cfg.Originator != "" {
+
-		params.Set("originator", cfg.Originator)
+	// Google uses /auth path, OpenAI uses /oauth/authorize
+	if isGoogle {
+		return cfg.Issuer + "/auth?" + params.Encode()
 	}
 	return cfg.Issuer + "/oauth/authorize?" + params.Encode()
 }
@@ -327,8 +408,22 @@ func exchangeCodeForTokens(cfg OAuthProviderConfig, code, codeVerifier, redirect
 		"client_id":     {cfg.ClientID},
 		"code_verifier": {codeVerifier},
 	}
+	if cfg.ClientSecret != "" {
+		data.Set("client_secret", cfg.ClientSecret)
+	}
 
-	resp, err := http.PostForm(cfg.Issuer+"/oauth/token", data)
+	tokenURL := cfg.Issuer + "/oauth/token"
+	if cfg.TokenURL != "" {
+		tokenURL = cfg.TokenURL
+	}
+
+	// Determine provider name from config
+	provider := "openai"
+	if cfg.TokenURL != "" && strings.Contains(cfg.TokenURL, "googleapis.com") {
+		provider = "google-antigravity"
+	}
+
+	resp, err := http.PostForm(tokenURL, data)
 	if err != nil {
 		return nil, fmt.Errorf("exchanging code for tokens: %w", err)
 	}
@@ -339,7 +434,7 @@ func exchangeCodeForTokens(cfg OAuthProviderConfig, code, codeVerifier, redirect
 		return nil, fmt.Errorf("token exchange failed: %s", string(body))
 	}
 
-	return parseTokenResponse(body, "openai")
+	return parseTokenResponse(body, provider)
 }
 
 func parseTokenResponse(body []byte, provider string) (*AuthCredential, error) {

pkg/auth/store.go

@@ -14,6 +14,8 @@ type AuthCredential struct {
 	ExpiresAt    time.Time `json:"expires_at,omitempty"`
 	Provider     string    `json:"provider"`
 	AuthMethod   string    `json:"auth_method"`
+	Email        string    `json:"email,omitempty"`
+	ProjectID    string    `json:"project_id,omitempty"`
 }
 
 type AuthStore struct {

pkg/channels/dingtalk.go

@@ -155,6 +155,14 @@ func (c *DingTalkChannel) onChatBotMessageReceived(ctx context.Context, data *ch
 		"session_webhook":   data.SessionWebhook,
 	}
 
+	if data.ConversationType == "1" {
+		metadata["peer_kind"] = "direct"
+		metadata["peer_id"] = senderID
+	} else {
+		metadata["peer_kind"] = "group"
+		metadata["peer_id"] = data.ConversationId
+	}
+
 	logger.DebugCF("dingtalk", "Received message", map[string]interface{}{
 		"sender_nick": senderNick,
 		"sender_id":   senderID,

pkg/channels/discord.go

@@ -5,6 +5,7 @@ import (
 	"fmt"
 	"os"
 	"strings"
+	"sync"
 	"time"
 
 	"github.com/bwmarrin/discordgo"
@@ -26,6 +27,9 @@ type DiscordChannel struct {
 	config      config.DiscordConfig
 	transcriber *voice.GroqTranscriber
 	ctx         context.Context
+	typingMu    sync.Mutex
+	typingStop  map[string]chan struct{} // chatID → stop signal
+	botUserID   string                   // stored for mention checking
 }
 
 func NewDiscordChannel(cfg config.DiscordConfig, bus *bus.MessageBus) (*DiscordChannel, error) {
@@ -42,6 +46,7 @@ func NewDiscordChannel(cfg config.DiscordConfig, bus *bus.MessageBus) (*DiscordC
 		config:      cfg,
 		transcriber: nil,
 		ctx:         context.Background(),
+		typingStop:  make(map[string]chan struct{}),
 	}, nil
 }
 
@@ -60,6 +65,14 @@ func (c *DiscordChannel) Start(ctx context.Context) error {
 	logger.InfoC("discord", "Starting Discord bot")
 
 	c.ctx = ctx
+
+	// Get bot user ID before opening session to avoid race condition
+	botUser, err := c.session.User("@me")
+	if err != nil {
+		return fmt.Errorf("failed to get bot user: %w", err)
+	}
+	c.botUserID = botUser.ID
+
 	c.session.AddHandler(c.handleMessage)
 
 	if err := c.session.Open(); err != nil {
@@ -68,10 +81,6 @@ func (c *DiscordChannel) Start(ctx context.Context) error {
 
 	c.setRunning(true)
 
-	botUser, err := c.session.User("@me")
-	if err != nil {
-		return fmt.Errorf("failed to get bot user: %w", err)
-	}
 	logger.InfoCF("discord", "Discord bot connected", map[string]any{
 		"username": botUser.Username,
 		"user_id":  botUser.ID,
@@ -84,6 +93,14 @@ func (c *DiscordChannel) Stop(ctx context.Context) error {
 	logger.InfoC("discord", "Stopping Discord bot")
 	c.setRunning(false)
 
+	// Stop all typing goroutines before closing session
+	c.typingMu.Lock()
+	for chatID, stop := range c.typingStop {
+		close(stop)
+		delete(c.typingStop, chatID)
+	}
+	c.typingMu.Unlock()
+
 	if err := c.session.Close(); err != nil {
 		return fmt.Errorf("failed to close discord session: %w", err)
 	}
@@ -92,6 +109,8 @@ func (c *DiscordChannel) Stop(ctx context.Context) error {
 }
 
 func (c *DiscordChannel) Send(ctx context.Context, msg bus.OutboundMessage) error {
+	c.stopTyping(msg.ChatID)
+
 	if !c.IsRunning() {
 		return fmt.Errorf("discord bot not running")
 	}
@@ -106,7 +125,7 @@ func (c *DiscordChannel) Send(ctx context.Context, msg bus.OutboundMessage) erro
 		return nil
 	}
 
-	chunks := splitMessage(msg.Content, 1500) // Discord has a limit of 2000 characters per message, leave 500 for natural split e.g. code blocks
+	chunks := utils.SplitMessage(msg.Content, 2000) // Split messages into chunks, Discord length limit: 2000 chars
 
 	for _, chunk := range chunks {
 		if err := c.sendChunk(ctx, channelID, chunk); err != nil {
@@ -117,134 +136,8 @@ func (c *DiscordChannel) Send(ctx context.Context, msg bus.OutboundMessage) erro
 	return nil
 }
 
-// splitMessage splits long messages into chunks, preserving code block integrity
-// Uses natural boundaries (newlines, spaces) and extends messages slightly to avoid breaking code blocks
-func splitMessage(content string, limit int) []string {
-	var messages []string
-
-	for len(content) > 0 {
-		if len(content) <= limit {
-			messages = append(messages, content)
-			break
-		}
-
-		msgEnd := limit
-
-		// Find natural split point within the limit
-		msgEnd = findLastNewline(content[:limit], 200)
-		if msgEnd <= 0 {
-			msgEnd = findLastSpace(content[:limit], 100)
-		}
-		if msgEnd <= 0 {
-			msgEnd = limit
-		}
-
-		// Check if this would end with an incomplete code block
-		candidate := content[:msgEnd]
-		unclosedIdx := findLastUnclosedCodeBlock(candidate)
-
-		if unclosedIdx >= 0 {
-			// Message would end with incomplete code block
-			// Try to extend to include the closing ``` (with some buffer)
-			extendedLimit := limit + 500 // Allow 500 char buffer for code blocks
-			if len(content) > extendedLimit {
-				closingIdx := findNextClosingCodeBlock(content, msgEnd)
-				if closingIdx > 0 && closingIdx <= extendedLimit {
-					// Extend to include the closing ```
-					msgEnd = closingIdx
-				} else {
-					// Can't find closing, split before the code block
-					msgEnd = findLastNewline(content[:unclosedIdx], 200)
-					if msgEnd <= 0 {
-						msgEnd = findLastSpace(content[:unclosedIdx], 100)
-					}
-					if msgEnd <= 0 {
-						msgEnd = unclosedIdx
-					}
-				}
-			} else {
-				// Remaining content fits within extended limit
-				msgEnd = len(content)
-			}
-		}
-
-		if msgEnd <= 0 {
-			msgEnd = limit
-		}
-
-		messages = append(messages, content[:msgEnd])
-		content = strings.TrimSpace(content[msgEnd:])
-	}
-
-	return messages
-}
-
-// findLastUnclosedCodeBlock finds the last opening ``` that doesn't have a closing ```
-// Returns the position of the opening ``` or -1 if all code blocks are complete
-func findLastUnclosedCodeBlock(text string) int {
-	count := 0
-	lastOpenIdx := -1
-
-	for i := 0; i < len(text); i++ {
-		if i+2 < len(text) && text[i] == '`' && text[i+1] == '`' && text[i+2] == '`' {
-			if count == 0 {
-				lastOpenIdx = i
-			}
-			count++
-			i += 2
-		}
-	}
-
-	// If odd number of ``` markers, last one is unclosed
-	if count%2 == 1 {
-		return lastOpenIdx
-	}
-	return -1
-}
-
-// findNextClosingCodeBlock finds the next closing ``` starting from a position
-// Returns the position after the closing ``` or -1 if not found
-func findNextClosingCodeBlock(text string, startIdx int) int {
-	for i := startIdx; i < len(text); i++ {
-		if i+2 < len(text) && text[i] == '`' && text[i+1] == '`' && text[i+2] == '`' {
-			return i + 3
-		}
-	}
-	return -1
-}
-
-// findLastNewline finds the last newline character within the last N characters
-// Returns the position of the newline or -1 if not found
-func findLastNewline(s string, searchWindow int) int {
-	searchStart := len(s) - searchWindow
-	if searchStart < 0 {
-		searchStart = 0
-	}
-	for i := len(s) - 1; i >= searchStart; i-- {
-		if s[i] == '\n' {
-			return i
-		}
-	}
-	return -1
-}
-
-// findLastSpace finds the last space character within the last N characters
-// Returns the position of the space or -1 if not found
-func findLastSpace(s string, searchWindow int) int {
-	searchStart := len(s) - searchWindow
-	if searchStart < 0 {
-		searchStart = 0
-	}
-	for i := len(s) - 1; i >= searchStart; i-- {
-		if s[i] == ' ' || s[i] == '\t' {
-			return i
-		}
-	}
-	return -1
-}
-
 func (c *DiscordChannel) sendChunk(ctx context.Context, channelID, content string) error {
-	// 使用传入的 ctx 进行超时控制
+	// Use the passed ctx for timeout control
 	sendCtx, cancel := context.WithTimeout(ctx, sendTimeout)
 	defer cancel()
 
@@ -265,7 +158,7 @@ func (c *DiscordChannel) sendChunk(ctx context.Context, channelID, content strin
 	}
 }
 
-// appendContent 安全地追加内容到现有文本
+// appendContent safely appends content to existing text
 func appendContent(content, suffix string) string {
 	if content == "" {
 		return suffix
@@ -282,13 +175,7 @@ func (c *DiscordChannel) handleMessage(s *discordgo.Session, m *discordgo.Messag
 		return
 	}
 
-	if err := c.session.ChannelTyping(m.ChannelID); err != nil {
+	// Check allowlist first to avoid downloading attachments and transcribing for rejected users
-		logger.ErrorCF("discord", "Failed to send typing indicator", map[string]any{
-			"error": err.Error(),
-		})
-	}
-
-	// 检查白名单，避免为被拒绝的用户下载附件和转录
 	if !c.IsAllowed(m.Author.ID) {
 		logger.DebugCF("discord", "Message rejected by allowlist", map[string]any{
 			"user_id": m.Author.ID,
@@ -296,6 +183,24 @@ func (c *DiscordChannel) handleMessage(s *discordgo.Session, m *discordgo.Messag
 		return
 	}
 
+	// If configured to only respond to mentions, check if bot is mentioned
+	// Skip this check for DMs (GuildID is empty) - DMs should always be responded to
+	if c.config.MentionOnly && m.GuildID != "" {
+		isMentioned := false
+		for _, mention := range m.Mentions {
+			if mention.ID == c.botUserID {
+				isMentioned = true
+				break
+			}
+		}
+		if !isMentioned {
+			logger.DebugCF("discord", "Message ignored - bot not mentioned", map[string]any{
+				"user_id": m.Author.ID,
+			})
+			return
+		}
+	}
+
 	senderID := m.Author.ID
 	senderName := m.Author.Username
 	if m.Author.Discriminator != "" && m.Author.Discriminator != "0" {
@@ -303,10 +208,11 @@ func (c *DiscordChannel) handleMessage(s *discordgo.Session, m *discordgo.Messag
 	}
 
 	content := m.Content
+	content = c.stripBotMention(content)
 	mediaPaths := make([]string, 0, len(m.Attachments))
 	localFiles := make([]string, 0, len(m.Attachments))
 
-	// 确保临时文件在函数返回时被清理
+	// Ensure temp files are cleaned up when function returns
 	defer func() {
 		for _, file := range localFiles {
 			if err := os.Remove(file); err != nil {
@@ -330,7 +236,7 @@ func (c *DiscordChannel) handleMessage(s *discordgo.Session, m *discordgo.Messag
 				if c.transcriber != nil && c.transcriber.IsAvailable() {
 					ctx, cancel := context.WithTimeout(c.getContext(), transcriptionTimeout)
 					result, err := c.transcriber.Transcribe(ctx, localPath)
-					cancel() // 立即释放context资源，避免在for循环中泄漏
+					cancel() // Release context resources immediately to avoid leaks in for loop
 
 					if err != nil {
 						logger.ErrorCF("discord", "Voice transcription failed", map[string]any{
@@ -370,6 +276,9 @@ func (c *DiscordChannel) handleMessage(s *discordgo.Session, m *discordgo.Messag
 		content = "[media only]"
 	}
 
+	// Start typing after all early returns — guaranteed to have a matching Send()
+	c.startTyping(m.ChannelID)
+
 	logger.DebugCF("discord", "Received message", map[string]any{
 		"sender_name": senderName,
 		"sender_id":   senderID,
@@ -398,8 +307,66 @@ func (c *DiscordChannel) handleMessage(s *discordgo.Session, m *discordgo.Messag
 	c.HandleMessage(senderID, m.ChannelID, content, mediaPaths, metadata)
 }
 
+// startTyping starts a continuous typing indicator loop for the given chatID.
+// It stops any existing typing loop for that chatID before starting a new one.
+func (c *DiscordChannel) startTyping(chatID string) {
+	c.typingMu.Lock()
+	// Stop existing loop for this chatID if any
+	if stop, ok := c.typingStop[chatID]; ok {
+		close(stop)
+	}
+	stop := make(chan struct{})
+	c.typingStop[chatID] = stop
+	c.typingMu.Unlock()
+
+	go func() {
+		if err := c.session.ChannelTyping(chatID); err != nil {
+			logger.DebugCF("discord", "ChannelTyping error", map[string]interface{}{"chatID": chatID, "err": err})
+		}
+		ticker := time.NewTicker(8 * time.Second)
+		defer ticker.Stop()
+		timeout := time.After(5 * time.Minute)
+		for {
+			select {
+			case <-stop:
+				return
+			case <-timeout:
+				return
+			case <-c.ctx.Done():
+				return
+			case <-ticker.C:
+				if err := c.session.ChannelTyping(chatID); err != nil {
+					logger.DebugCF("discord", "ChannelTyping error", map[string]interface{}{"chatID": chatID, "err": err})
+				}
+			}
+		}
+	}()
+}
+
+// stopTyping stops the typing indicator loop for the given chatID.
+func (c *DiscordChannel) stopTyping(chatID string) {
+	c.typingMu.Lock()
+	defer c.typingMu.Unlock()
+	if stop, ok := c.typingStop[chatID]; ok {
+		close(stop)
+		delete(c.typingStop, chatID)
+	}
+}
+
 func (c *DiscordChannel) downloadAttachment(url, filename string) string {
 	return utils.DownloadFile(url, filename, utils.DownloadOptions{
 		LoggerPrefix: "discord",
 	})
 }
+
+// stripBotMention removes the bot mention from the message content.
+// Discord mentions have the format <@USER_ID> or <@!USER_ID> (with nickname).
+func (c *DiscordChannel) stripBotMention(text string) string {
+	if c.botUserID == "" {
+		return text
+	}
+	// Remove both regular mention <@USER_ID> and nickname mention <@!USER_ID>
+	text = strings.ReplaceAll(text, fmt.Sprintf("<@%s>", c.botUserID), "")
+	text = strings.ReplaceAll(text, fmt.Sprintf("<@!%s>", c.botUserID), "")
+	return strings.TrimSpace(text)
+}

pkg/channels/feishu_64.go

@@ -165,6 +165,15 @@ func (c *FeishuChannel) handleMessageReceive(_ context.Context, event *larkim.P2
 		metadata["tenant_key"] = *sender.TenantKey
 	}
 
+	chatType := stringValue(message.ChatType)
+	if chatType == "p2p" {
+		metadata["peer_kind"] = "direct"
+		metadata["peer_id"] = senderID
+	} else {
+		metadata["peer_kind"] = "group"
+		metadata["peer_id"] = chatID
+	}
+
 	logger.InfoCF("feishu", "Feishu message received", map[string]interface{}{
 		"sender_id": senderID,
 		"chat_id":   chatID,

pkg/channels/line.go

@@ -366,6 +366,14 @@ func (c *LINEChannel) processEvent(event lineEvent) {
 		"message_id":  msg.ID,
 	}
 
+	if isGroup {
+		metadata["peer_kind"] = "group"
+		metadata["peer_id"] = chatID
+	} else {
+		metadata["peer_kind"] = "direct"
+		metadata["peer_id"] = senderID
+	}
+
 	logger.DebugCF("line", "Received message", map[string]interface{}{
 		"sender_id":    senderID,
 		"chat_id":      chatID,

pkg/channels/maixcam.go

@@ -170,6 +170,8 @@ func (c *MaixCamChannel) handlePersonDetection(msg MaixCamMessage) {
 		"y":         fmt.Sprintf("%.0f", y),
 		"w":         fmt.Sprintf("%.0f", w),
 		"h":         fmt.Sprintf("%.0f", h),
+		"peer_kind": "channel",
+		"peer_id":   "default",
 	}
 
 	c.HandleMessage(senderID, chatID, content, []string{}, metadata)

pkg/channels/onebot.go

@@ -4,9 +4,11 @@ import (
 	"context"
 	"encoding/json"
 	"fmt"
+	"os"
 	"strconv"
 	"strings"
 	"sync"
+	"sync/atomic"
 	"time"
 
 	"github.com/gorilla/websocket"
@@ -14,20 +16,28 @@ import (
 	"github.com/sipeed/picoclaw/pkg/bus"
 	"github.com/sipeed/picoclaw/pkg/config"
 	"github.com/sipeed/picoclaw/pkg/logger"
+	"github.com/sipeed/picoclaw/pkg/utils"
+	"github.com/sipeed/picoclaw/pkg/voice"
 )
 
 type OneBotChannel struct {
 	*BaseChannel
-	config      config.OneBotConfig
+	config          config.OneBotConfig
-	conn        *websocket.Conn
+	conn            *websocket.Conn
-	ctx         context.Context
+	ctx             context.Context
-	cancel      context.CancelFunc
+	cancel          context.CancelFunc
-	dedup       map[string]struct{}
+	dedup           map[string]struct{}
-	dedupRing   []string
+	dedupRing       []string
-	dedupIdx    int
+	dedupIdx        int
-	mu          sync.Mutex
+	mu              sync.Mutex
-	writeMu     sync.Mutex
+	writeMu         sync.Mutex
-	echoCounter int64
+	echoCounter     int64
+	selfID          int64
+	pending         map[string]chan json.RawMessage
+	pendingMu       sync.Mutex
+	transcriber     *voice.GroqTranscriber
+	lastMessageID   sync.Map
+	pendingEmojiMsg sync.Map
 }
 
 type oneBotRawEvent struct {
@@ -43,9 +53,11 @@ type oneBotRawEvent struct {
 	SelfID        json.RawMessage `json:"self_id"`
 	Time          json.RawMessage `json:"time"`
 	MetaEventType string          `json:"meta_event_type"`
+	NoticeType    string          `json:"notice_type"`
 	Echo          string          `json:"echo"`
 	RetCode       json.RawMessage `json:"retcode"`
-	Status        BotStatus       `json:"status"`
+	Status        json.RawMessage `json:"status"`
+	Data          json.RawMessage `json:"data"`
 }
 
 type BotStatus struct {
@@ -53,42 +65,36 @@ type BotStatus struct {
 	Good   bool `json:"good"`
 }
 
+func isAPIResponse(raw json.RawMessage) bool {
+	if len(raw) == 0 {
+		return false
+	}
+	var s string
+	if json.Unmarshal(raw, &s) == nil {
+		return s == "ok" || s == "failed"
+	}
+	var bs BotStatus
+	if json.Unmarshal(raw, &bs) == nil {
+		return bs.Online || bs.Good
+	}
+	return false
+}
+
 type oneBotSender struct {
 	UserID   json.RawMessage `json:"user_id"`
 	Nickname string          `json:"nickname"`
 	Card     string          `json:"card"`
 }
 
-type oneBotEvent struct {
-	PostType       string
-	MessageType    string
-	SubType        string
-	MessageID      string
-	UserID         int64
-	GroupID        int64
-	Content        string
-	RawContent     string
-	IsBotMentioned bool
-	Sender         oneBotSender
-	SelfID         int64
-	Time           int64
-	MetaEventType  string
-}
-
 type oneBotAPIRequest struct {
 	Action string      `json:"action"`
 	Params interface{} `json:"params"`
 	Echo   string      `json:"echo,omitempty"`
 }
 
-type oneBotSendPrivateMsgParams struct {
+type oneBotMessageSegment struct {
-	UserID  int64  `json:"user_id"`
+	Type string                 `json:"type"`
-	Message string `json:"message"`
+	Data map[string]interface{} `json:"data"`
-}
-
-type oneBotSendGroupMsgParams struct {
-	GroupID int64  `json:"group_id"`
-	Message string `json:"message"`
 }
 
 func NewOneBotChannel(cfg config.OneBotConfig, messageBus *bus.MessageBus) (*OneBotChannel, error) {
@@ -101,9 +107,30 @@ func NewOneBotChannel(cfg config.OneBotConfig, messageBus *bus.MessageBus) (*One
 		dedup:       make(map[string]struct{}, dedupSize),
 		dedupRing:   make([]string, dedupSize),
 		dedupIdx:    0,
+		pending:     make(map[string]chan json.RawMessage),
 	}, nil
 }
 
+func (c *OneBotChannel) SetTranscriber(transcriber *voice.GroqTranscriber) {
+	c.transcriber = transcriber
+}
+
+func (c *OneBotChannel) setMsgEmojiLike(messageID string, emojiID int, set bool) {
+	go func() {
+		_, err := c.sendAPIRequest("set_msg_emoji_like", map[string]interface{}{
+			"message_id": messageID,
+			"emoji_id":   emojiID,
+			"set":        set,
+		}, 5*time.Second)
+		if err != nil {
+			logger.DebugCF("onebot", "Failed to set emoji like", map[string]interface{}{
+				"message_id": messageID,
+				"error":      err.Error(),
+			})
+		}
+	}()
+}
+
 func (c *OneBotChannel) Start(ctx context.Context) error {
 	if c.config.WSUrl == "" {
 		return fmt.Errorf("OneBot ws_url not configured")
@@ -121,12 +148,12 @@ func (c *OneBotChannel) Start(ctx context.Context) error {
 		})
 	} else {
 		go c.listen()
+		c.fetchSelfID()
 	}
 
 	if c.config.ReconnectInterval > 0 {
 		go c.reconnectLoop()
 	} else {
-		// If reconnect is disabled but initial connection failed, we cannot recover
 		if c.conn == nil {
 			return fmt.Errorf("failed to connect to OneBot and reconnect is disabled")
 		}
@@ -152,14 +179,141 @@ func (c *OneBotChannel) connect() error {
 		return err
 	}
 
+	conn.SetPongHandler(func(appData string) error {
+		_ = conn.SetReadDeadline(time.Now().Add(60 * time.Second))
+		return nil
+	})
+	_ = conn.SetReadDeadline(time.Now().Add(60 * time.Second))
+
 	c.mu.Lock()
 	c.conn = conn
 	c.mu.Unlock()
 
+	go c.pinger(conn)
+
 	logger.InfoC("onebot", "WebSocket connected")
 	return nil
 }
 
+func (c *OneBotChannel) pinger(conn *websocket.Conn) {
+	ticker := time.NewTicker(30 * time.Second)
+	defer ticker.Stop()
+
+	for {
+		select {
+		case <-c.ctx.Done():
+			return
+		case <-ticker.C:
+			c.writeMu.Lock()
+			err := conn.WriteMessage(websocket.PingMessage, nil)
+			c.writeMu.Unlock()
+			if err != nil {
+				logger.DebugCF("onebot", "Ping write failed, stopping pinger", map[string]interface{}{
+					"error": err.Error(),
+				})
+				return
+			}
+		}
+	}
+}
+
+func (c *OneBotChannel) fetchSelfID() {
+	resp, err := c.sendAPIRequest("get_login_info", nil, 5*time.Second)
+	if err != nil {
+		logger.WarnCF("onebot", "Failed to get_login_info", map[string]interface{}{
+			"error": err.Error(),
+		})
+		return
+	}
+
+	type loginInfo struct {
+		UserID   json.RawMessage `json:"user_id"`
+		Nickname string          `json:"nickname"`
+	}
+	for _, extract := range []func() (*loginInfo, error){
+		func() (*loginInfo, error) {
+			var w struct {
+				Data loginInfo `json:"data"`
+			}
+			err := json.Unmarshal(resp, &w)
+			return &w.Data, err
+		},
+		func() (*loginInfo, error) {
+			var f loginInfo
+			err := json.Unmarshal(resp, &f)
+			return &f, err
+		},
+	} {
+		info, err := extract()
+		if err != nil || len(info.UserID) == 0 {
+			continue
+		}
+		if uid, err := parseJSONInt64(info.UserID); err == nil && uid > 0 {
+			atomic.StoreInt64(&c.selfID, uid)
+			logger.InfoCF("onebot", "Bot self ID retrieved", map[string]interface{}{
+				"self_id":  uid,
+				"nickname": info.Nickname,
+			})
+			return
+		}
+	}
+
+	logger.WarnCF("onebot", "Could not parse self ID from get_login_info response", map[string]interface{}{
+		"response": string(resp),
+	})
+}
+
+func (c *OneBotChannel) sendAPIRequest(action string, params interface{}, timeout time.Duration) (json.RawMessage, error) {
+	c.mu.Lock()
+	conn := c.conn
+	c.mu.Unlock()
+
+	if conn == nil {
+		return nil, fmt.Errorf("WebSocket not connected")
+	}
+
+	echo := fmt.Sprintf("api_%d_%d", time.Now().UnixNano(), atomic.AddInt64(&c.echoCounter, 1))
+
+	ch := make(chan json.RawMessage, 1)
+	c.pendingMu.Lock()
+	c.pending[echo] = ch
+	c.pendingMu.Unlock()
+
+	defer func() {
+		c.pendingMu.Lock()
+		delete(c.pending, echo)
+		c.pendingMu.Unlock()
+	}()
+
+	req := oneBotAPIRequest{
+		Action: action,
+		Params: params,
+		Echo:   echo,
+	}
+
+	data, err := json.Marshal(req)
+	if err != nil {
+		return nil, fmt.Errorf("failed to marshal API request: %w", err)
+	}
+
+	c.writeMu.Lock()
+	err = conn.WriteMessage(websocket.TextMessage, data)
+	c.writeMu.Unlock()
+
+	if err != nil {
+		return nil, fmt.Errorf("failed to write API request: %w", err)
+	}
+
+	select {
+	case resp := <-ch:
+		return resp, nil
+	case <-time.After(timeout):
+		return nil, fmt.Errorf("API request %s timed out after %v", action, timeout)
+	case <-c.ctx.Done():
+		return nil, fmt.Errorf("context cancelled")
+	}
+}
+
 func (c *OneBotChannel) reconnectLoop() {
 	interval := time.Duration(c.config.ReconnectInterval) * time.Second
 	if interval < 5*time.Second {
@@ -183,6 +337,7 @@ func (c *OneBotChannel) reconnectLoop() {
 					})
 				} else {
 					go c.listen()
+					c.fetchSelfID()
 				}
 			}
 		}
@@ -197,6 +352,13 @@ func (c *OneBotChannel) Stop(ctx context.Context) error {
 		c.cancel()
 	}
 
+	c.pendingMu.Lock()
+	for echo, ch := range c.pending {
+		close(ch)
+		delete(c.pending, echo)
+	}
+	c.pendingMu.Unlock()
+
 	c.mu.Lock()
 	if c.conn != nil {
 		c.conn.Close()
@@ -225,10 +387,7 @@ func (c *OneBotChannel) Send(ctx context.Context, msg bus.OutboundMessage) error
 		return err
 	}
 
-	c.writeMu.Lock()
+	echo := fmt.Sprintf("send_%d", atomic.AddInt64(&c.echoCounter, 1))
-	c.echoCounter++
-	echo := fmt.Sprintf("send_%d", c.echoCounter)
-	c.writeMu.Unlock()
 
 	req := oneBotAPIRequest{
 		Action: action,
@@ -252,67 +411,78 @@ func (c *OneBotChannel) Send(ctx context.Context, msg bus.OutboundMessage) error
 		return err
 	}
 
+	if msgID, ok := c.pendingEmojiMsg.LoadAndDelete(msg.ChatID); ok {
+		if mid, ok := msgID.(string); ok && mid != "" {
+			c.setMsgEmojiLike(mid, 289, false)
+		}
+	}
+
 	return nil
 }
 
+func (c *OneBotChannel) buildMessageSegments(chatID, content string) []oneBotMessageSegment {
+	var segments []oneBotMessageSegment
+
+	if lastMsgID, ok := c.lastMessageID.Load(chatID); ok {
+		if msgID, ok := lastMsgID.(string); ok && msgID != "" {
+			segments = append(segments, oneBotMessageSegment{
+				Type: "reply",
+				Data: map[string]interface{}{"id": msgID},
+			})
+		}
+	}
+
+	segments = append(segments, oneBotMessageSegment{
+		Type: "text",
+		Data: map[string]interface{}{"text": content},
+	})
+
+	return segments
+}
+
 func (c *OneBotChannel) buildSendRequest(msg bus.OutboundMessage) (string, interface{}, error) {
 	chatID := msg.ChatID
+	segments := c.buildMessageSegments(chatID, msg.Content)
 
-	if len(chatID) > 6 && chatID[:6] == "group:" {
+	var action, idKey string
-		groupID, err := strconv.ParseInt(chatID[6:], 10, 64)
+	var rawID string
-		if err != nil {
+	if rest, ok := strings.CutPrefix(chatID, "group:"); ok {
-			return "", nil, fmt.Errorf("invalid group ID in chatID: %s", chatID)
+		action, idKey, rawID = "send_group_msg", "group_id", rest
-		}
+	} else if rest, ok := strings.CutPrefix(chatID, "private:"); ok {
-		return "send_group_msg", oneBotSendGroupMsgParams{
+		action, idKey, rawID = "send_private_msg", "user_id", rest
-			GroupID: groupID,
+	} else {
-			Message: msg.Content,
+		action, idKey, rawID = "send_private_msg", "user_id", chatID
-		}, nil
 	}
 
-	if len(chatID) > 8 && chatID[:8] == "private:" {
+	id, err := strconv.ParseInt(rawID, 10, 64)
-		userID, err := strconv.ParseInt(chatID[8:], 10, 64)
-		if err != nil {
-			return "", nil, fmt.Errorf("invalid user ID in chatID: %s", chatID)
-		}
-		return "send_private_msg", oneBotSendPrivateMsgParams{
-			UserID:  userID,
-			Message: msg.Content,
-		}, nil
-	}
-
-	userID, err := strconv.ParseInt(chatID, 10, 64)
 	if err != nil {
-		return "", nil, fmt.Errorf("invalid chatID for OneBot: %s", chatID)
+		return "", nil, fmt.Errorf("invalid %s in chatID: %s", idKey, chatID)
 	}
-
+	return action, map[string]interface{}{idKey: id, "message": segments}, nil
-	return "send_private_msg", oneBotSendPrivateMsgParams{
-		UserID:  userID,
-		Message: msg.Content,
-	}, nil
 }
 
 func (c *OneBotChannel) listen() {
+	c.mu.Lock()
+	conn := c.conn
+	c.mu.Unlock()
+
+	if conn == nil {
+		logger.WarnC("onebot", "WebSocket connection is nil, listener exiting")
+		return
+	}
+
 	for {
 		select {
 		case <-c.ctx.Done():
 			return
 		default:
-			c.mu.Lock()
-			conn := c.conn
-			c.mu.Unlock()
-
-			if conn == nil {
-				logger.WarnC("onebot", "WebSocket connection is nil, listener exiting")
-				return
-			}
-
 			_, message, err := conn.ReadMessage()
 			if err != nil {
 				logger.ErrorCF("onebot", "WebSocket read error", map[string]interface{}{
 					"error": err.Error(),
 				})
 				c.mu.Lock()
-				if c.conn != nil {
+				if c.conn == conn {
 					c.conn.Close()
 					c.conn = nil
 				}
@@ -320,10 +490,7 @@ func (c *OneBotChannel) listen() {
 				return
 			}
 
-			logger.DebugCF("onebot", "Raw WebSocket message received", map[string]interface{}{
+			_ = conn.SetReadDeadline(time.Now().Add(60 * time.Second))
-				"length":  len(message),
-				"payload": string(message),
-			})
 
 			var raw oneBotRawEvent
 			if err := json.Unmarshal(message, &raw); err != nil {
@@ -334,20 +501,37 @@ func (c *OneBotChannel) listen() {
 				continue
 			}
 
-			if raw.Echo != "" || raw.Status.Online || raw.Status.Good {
+			logger.DebugCF("onebot", "WebSocket event", map[string]interface{}{
-				logger.DebugCF("onebot", "Received API response, skipping", map[string]interface{}{
+				"length":    len(message),
-					"echo":   raw.Echo,
+				"post_type": raw.PostType,
-					"status": raw.Status,
+				"sub_type":  raw.SubType,
-				})
+			})
+
+			if raw.Echo != "" {
+				c.pendingMu.Lock()
+				ch, ok := c.pending[raw.Echo]
+				c.pendingMu.Unlock()
+
+				if ok {
+					select {
+					case ch <- message:
+					default:
+					}
+				} else {
+					logger.DebugCF("onebot", "Received API response (no waiter)", map[string]interface{}{
+						"echo":   raw.Echo,
+						"status": string(raw.Status),
+					})
+				}
 				continue
 			}
 
-			logger.DebugCF("onebot", "Parsed raw event", map[string]interface{}{
+			if isAPIResponse(raw.Status) {
-				"post_type":       raw.PostType,
+				logger.DebugCF("onebot", "Received API response without echo, skipping", map[string]interface{}{
-				"message_type":    raw.MessageType,
+					"status": string(raw.Status),
-				"sub_type":        raw.SubType,
+				})
-				"meta_event_type": raw.MetaEventType,
+				continue
-			})
+			}
 
 			c.handleRawEvent(&raw)
 		}
@@ -386,9 +570,12 @@ func parseJSONString(raw json.RawMessage) string {
 type parseMessageResult struct {
 	Text           string
 	IsBotMentioned bool
+	Media          []string
+	LocalFiles     []string
+	ReplyTo        string
 }
 
-func parseMessageContentEx(raw json.RawMessage, selfID int64) parseMessageResult {
+func (c *OneBotChannel) parseMessageSegments(raw json.RawMessage, selfID int64) parseMessageResult {
 	if len(raw) == 0 {
 		return parseMessageResult{}
 	}
@@ -408,60 +595,155 @@ func parseMessageContentEx(raw json.RawMessage, selfID int64) parseMessageResult
 	}
 
 	var segments []map[string]interface{}
-	if err := json.Unmarshal(raw, &segments); err == nil {
+	if err := json.Unmarshal(raw, &segments); err != nil {
-		var text string
+		return parseMessageResult{}
-		mentioned := false
+	}
-		selfIDStr := strconv.FormatInt(selfID, 10)
+
-		for _, seg := range segments {
+	var textParts []string
-			segType, _ := seg["type"].(string)
+	mentioned := false
-			data, _ := seg["data"].(map[string]interface{})
+	selfIDStr := strconv.FormatInt(selfID, 10)
-			switch segType {
+	var media []string
-			case "text":
+	var localFiles []string
-				if data != nil {
+	var replyTo string
-					if t, ok := data["text"].(string); ok {
+
-						text += t
+	for _, seg := range segments {
-					}
+		segType, _ := seg["type"].(string)
+		data, _ := seg["data"].(map[string]interface{})
+
+		switch segType {
+		case "text":
+			if data != nil {
+				if t, ok := data["text"].(string); ok {
+					textParts = append(textParts, t)
 				}
-			case "at":
+			}
-				if data != nil && selfID > 0 {
+
-					qqVal := fmt.Sprintf("%v", data["qq"])
+		case "at":
-					if qqVal == selfIDStr || qqVal == "all" {
+			if data != nil && selfID > 0 {
-						mentioned = true
+				qqVal := fmt.Sprintf("%v", data["qq"])
+				if qqVal == selfIDStr || qqVal == "all" {
+					mentioned = true
+				}
+			}
+
+		case "image", "video", "file":
+			if data != nil {
+				url, _ := data["url"].(string)
+				if url != "" {
+					defaults := map[string]string{"image": "image.jpg", "video": "video.mp4", "file": "file"}
+					filename := defaults[segType]
+					if f, ok := data["file"].(string); ok && f != "" {
+						filename = f
+					} else if n, ok := data["name"].(string); ok && n != "" {
+						filename = n
+					}
+					localPath := utils.DownloadFile(url, filename, utils.DownloadOptions{
+						LoggerPrefix: "onebot",
+					})
+					if localPath != "" {
+						media = append(media, localPath)
+						localFiles = append(localFiles, localPath)
+						textParts = append(textParts, fmt.Sprintf("[%s]", segType))
 					}
 				}
 			}
+
+		case "record":
+			if data != nil {
+				url, _ := data["url"].(string)
+				if url != "" {
+					localPath := utils.DownloadFile(url, "voice.amr", utils.DownloadOptions{
+						LoggerPrefix: "onebot",
+					})
+					if localPath != "" {
+						localFiles = append(localFiles, localPath)
+						if c.transcriber != nil && c.transcriber.IsAvailable() {
+							tctx, tcancel := context.WithTimeout(c.ctx, 30*time.Second)
+							result, err := c.transcriber.Transcribe(tctx, localPath)
+							tcancel()
+							if err != nil {
+								logger.WarnCF("onebot", "Voice transcription failed", map[string]interface{}{
+									"error": err.Error(),
+								})
+								textParts = append(textParts, "[voice (transcription failed)]")
+								media = append(media, localPath)
+							} else {
+								textParts = append(textParts, fmt.Sprintf("[voice transcription: %s]", result.Text))
+							}
+						} else {
+							textParts = append(textParts, "[voice]")
+							media = append(media, localPath)
+						}
+					}
+				}
+			}
+
+		case "reply":
+			if data != nil {
+				if id, ok := data["id"]; ok {
+					replyTo = fmt.Sprintf("%v", id)
+				}
+			}
+
+		case "face":
+			if data != nil {
+				faceID, _ := data["id"]
+				textParts = append(textParts, fmt.Sprintf("[face:%v]", faceID))
+			}
+
+		case "forward":
+			textParts = append(textParts, "[forward message]")
+
+		default:
+
 		}
-		return parseMessageResult{Text: strings.TrimSpace(text), IsBotMentioned: mentioned}
 	}
-	return parseMessageResult{}
+
+	return parseMessageResult{
+		Text:           strings.TrimSpace(strings.Join(textParts, "")),
+		IsBotMentioned: mentioned,
+		Media:          media,
+		LocalFiles:     localFiles,
+		ReplyTo:        replyTo,
+	}
 }
 
 func (c *OneBotChannel) handleRawEvent(raw *oneBotRawEvent) {
 	switch raw.PostType {
 	case "message":
-		evt, err := c.normalizeMessageEvent(raw)
+		if userID, err := parseJSONInt64(raw.UserID); err == nil && userID > 0 {
-		if err != nil {
+			if !c.IsAllowed(strconv.FormatInt(userID, 10)) {
-			logger.WarnCF("onebot", "Failed to normalize message event", map[string]interface{}{
+				logger.DebugCF("onebot", "Message rejected by allowlist", map[string]interface{}{
-				"error": err.Error(),
+					"user_id": userID,
-			})
+				})
-			return
+				return
+			}
 		}
-		c.handleMessage(evt)
+		c.handleMessage(raw)
+
+	case "message_sent":
+		logger.DebugCF("onebot", "Bot sent message event", map[string]interface{}{
+			"message_type": raw.MessageType,
+			"message_id":   parseJSONString(raw.MessageID),
+		})
+
 	case "meta_event":
 		c.handleMetaEvent(raw)
+
 	case "notice":
-		logger.DebugCF("onebot", "Notice event received", map[string]interface{}{
+		c.handleNoticeEvent(raw)
-			"sub_type": raw.SubType,
+
-		})
 	case "request":
 		logger.DebugCF("onebot", "Request event received", map[string]interface{}{
 			"sub_type": raw.SubType,
 		})
+
 	case "":
 		logger.DebugCF("onebot", "Event with empty post_type (possibly API response)", map[string]interface{}{
 			"echo":   raw.Echo,
 			"status": raw.Status,
 		})
+
 	default:
 		logger.DebugCF("onebot", "Unknown post_type", map[string]interface{}{
 			"post_type": raw.PostType,
@@ -469,18 +751,51 @@ func (c *OneBotChannel) handleRawEvent(raw *oneBotRawEvent) {
 	}
 }
 
-func (c *OneBotChannel) normalizeMessageEvent(raw *oneBotRawEvent) (*oneBotEvent, error) {
+func (c *OneBotChannel) handleMetaEvent(raw *oneBotRawEvent) {
+	if raw.MetaEventType == "lifecycle" {
+		logger.InfoCF("onebot", "Lifecycle event", map[string]interface{}{"sub_type": raw.SubType})
+	} else if raw.MetaEventType != "heartbeat" {
+		logger.DebugCF("onebot", "Meta event: "+raw.MetaEventType, nil)
+	}
+}
+
+func (c *OneBotChannel) handleNoticeEvent(raw *oneBotRawEvent) {
+	fields := map[string]interface{}{
+		"notice_type": raw.NoticeType,
+		"sub_type":    raw.SubType,
+		"group_id":    parseJSONString(raw.GroupID),
+		"user_id":     parseJSONString(raw.UserID),
+		"message_id":  parseJSONString(raw.MessageID),
+	}
+	switch raw.NoticeType {
+	case "group_recall", "group_increase", "group_decrease",
+		"friend_add", "group_admin", "group_ban":
+		logger.InfoCF("onebot", "Notice: "+raw.NoticeType, fields)
+	default:
+		logger.DebugCF("onebot", "Notice: "+raw.NoticeType, fields)
+	}
+}
+
+func (c *OneBotChannel) handleMessage(raw *oneBotRawEvent) {
+	// Parse fields from raw event
 	userID, err := parseJSONInt64(raw.UserID)
 	if err != nil {
-		return nil, fmt.Errorf("parse user_id: %w (raw: %s)", err, string(raw.UserID))
+		logger.WarnCF("onebot", "Failed to parse user_id", map[string]interface{}{
+			"error": err.Error(),
+			"raw":   string(raw.UserID),
+		})
+		return
 	}
 
 	groupID, _ := parseJSONInt64(raw.GroupID)
 	selfID, _ := parseJSONInt64(raw.SelfID)
-	ts, _ := parseJSONInt64(raw.Time)
 	messageID := parseJSONString(raw.MessageID)
 
-	parsed := parseMessageContentEx(raw.Message, selfID)
+	if selfID == 0 {
+		selfID = atomic.LoadInt64(&c.selfID)
+	}
+
+	parsed := c.parseMessageSegments(raw.Message, selfID)
 	isBotMentioned := parsed.IsBotMentioned
 
 	content := raw.RawMessage
@@ -495,6 +810,10 @@ func (c *OneBotChannel) normalizeMessageEvent(raw *oneBotRawEvent) (*oneBotEvent
 		}
 	}
 
+	if parsed.Text != "" && content != parsed.Text && (len(parsed.Media) > 0 || parsed.ReplyTo != "") {
+		content = parsed.Text
+	}
+
 	var sender oneBotSender
 	if len(raw.Sender) > 0 {
 		if err := json.Unmarshal(raw.Sender, &sender); err != nil {
@@ -505,137 +824,111 @@ func (c *OneBotChannel) normalizeMessageEvent(raw *oneBotRawEvent) (*oneBotEvent
 		}
 	}
 
-	logger.DebugCF("onebot", "Normalized message event", map[string]interface{}{
+	// Clean up temp files when done
-		"message_type": raw.MessageType,
+	if len(parsed.LocalFiles) > 0 {
-		"user_id":      userID,
+		defer func() {
-		"group_id":     groupID,
+			for _, f := range parsed.LocalFiles {
-		"message_id":   messageID,
+				if err := os.Remove(f); err != nil {
-		"content_len":  len(content),
+					logger.DebugCF("onebot", "Failed to remove temp file", map[string]interface{}{
-		"nickname":     sender.Nickname,
+						"path":  f,
-	})
+						"error": err.Error(),
-
+					})
-	return &oneBotEvent{
+				}
-		PostType:       raw.PostType,
+			}
-		MessageType:    raw.MessageType,
+		}()
-		SubType:        raw.SubType,
-		MessageID:      messageID,
-		UserID:         userID,
-		GroupID:        groupID,
-		Content:        content,
-		RawContent:     raw.RawMessage,
-		IsBotMentioned: isBotMentioned,
-		Sender:         sender,
-		SelfID:         selfID,
-		Time:           ts,
-		MetaEventType:  raw.MetaEventType,
-	}, nil
-}
-
-func (c *OneBotChannel) handleMetaEvent(raw *oneBotRawEvent) {
-	switch raw.MetaEventType {
-	case "lifecycle":
-		logger.InfoCF("onebot", "Lifecycle event", map[string]interface{}{
-			"sub_type": raw.SubType,
-		})
-	case "heartbeat":
-		logger.DebugC("onebot", "Heartbeat received")
-	default:
-		logger.DebugCF("onebot", "Unknown meta_event_type", map[string]interface{}{
-			"meta_event_type": raw.MetaEventType,
-		})
 	}
-}
 
-func (c *OneBotChannel) handleMessage(evt *oneBotEvent) {
+	if c.isDuplicate(messageID) {
-	if c.isDuplicate(evt.MessageID) {
 		logger.DebugCF("onebot", "Duplicate message, skipping", map[string]interface{}{
-			"message_id": evt.MessageID,
+			"message_id": messageID,
 		})
 		return
 	}
 
-	content := evt.Content
 	if content == "" {
 		logger.DebugCF("onebot", "Received empty message, ignoring", map[string]interface{}{
-			"message_id": evt.MessageID,
+			"message_id": messageID,
 		})
 		return
 	}
 
-	senderID := strconv.FormatInt(evt.UserID, 10)
+	senderID := strconv.FormatInt(userID, 10)
 	var chatID string
 
 	metadata := map[string]string{
-		"message_id": evt.MessageID,
+		"message_id": messageID,
 	}
 
-	switch evt.MessageType {
+	if parsed.ReplyTo != "" {
+		metadata["reply_to_message_id"] = parsed.ReplyTo
+	}
+
+	switch raw.MessageType {
 	case "private":
 		chatID = "private:" + senderID
-		logger.InfoCF("onebot", "Received private message", map[string]interface{}{
+		metadata["peer_kind"] = "direct"
-			"sender":     senderID,
+		metadata["peer_id"] = senderID
-			"message_id": evt.MessageID,
-			"length":     len(content),
-			"content":    truncate(content, 100),
-		})
 
 	case "group":
-		groupIDStr := strconv.FormatInt(evt.GroupID, 10)
+		groupIDStr := strconv.FormatInt(groupID, 10)
 		chatID = "group:" + groupIDStr
+		metadata["peer_kind"] = "group"
+		metadata["peer_id"] = groupIDStr
 		metadata["group_id"] = groupIDStr
 
-		senderUserID, _ := parseJSONInt64(evt.Sender.UserID)
+		senderUserID, _ := parseJSONInt64(sender.UserID)
 		if senderUserID > 0 {
 			metadata["sender_user_id"] = strconv.FormatInt(senderUserID, 10)
 		}
 
-		if evt.Sender.Card != "" {
+		if sender.Card != "" {
-			metadata["sender_name"] = evt.Sender.Card
+			metadata["sender_name"] = sender.Card
-		} else if evt.Sender.Nickname != "" {
+		} else if sender.Nickname != "" {
-			metadata["sender_name"] = evt.Sender.Nickname
+			metadata["sender_name"] = sender.Nickname
 		}
 
-		triggered, strippedContent := c.checkGroupTrigger(content, evt.IsBotMentioned)
+		triggered, strippedContent := c.checkGroupTrigger(content, isBotMentioned)
 		if !triggered {
 			logger.DebugCF("onebot", "Group message ignored (no trigger)", map[string]interface{}{
 				"sender":       senderID,
 				"group":        groupIDStr,
-				"is_mentioned": evt.IsBotMentioned,
+				"is_mentioned": isBotMentioned,
 				"content":      truncate(content, 100),
 			})
 			return
 		}
 		content = strippedContent
 
-		logger.InfoCF("onebot", "Received group message", map[string]interface{}{
-			"sender":       senderID,
-			"group":        groupIDStr,
-			"message_id":   evt.MessageID,
-			"is_mentioned": evt.IsBotMentioned,
-			"length":       len(content),
-			"content":      truncate(content, 100),
-		})
-
 	default:
 		logger.WarnCF("onebot", "Unknown message type, cannot route", map[string]interface{}{
-			"type":       evt.MessageType,
+			"type":       raw.MessageType,
-			"message_id": evt.MessageID,
+			"message_id": messageID,
-			"user_id":    evt.UserID,
+			"user_id":    userID,
 		})
 		return
 	}
 
-	if evt.Sender.Nickname != "" {
+	logger.InfoCF("onebot", "Received "+raw.MessageType+" message", map[string]interface{}{
-		metadata["nickname"] = evt.Sender.Nickname
+		"sender":      senderID,
-	}
+		"chat_id":     chatID,
-
+		"message_id":  messageID,
-	logger.DebugCF("onebot", "Forwarding message to bus", map[string]interface{}{
+		"length":      len(content),
-		"sender_id": senderID,
+		"content":     truncate(content, 100),
-		"chat_id":   chatID,
+		"media_count": len(parsed.Media),
-		"content":   truncate(content, 100),
 	})
 
-	c.HandleMessage(senderID, chatID, content, []string{}, metadata)
+	if sender.Nickname != "" {
+		metadata["nickname"] = sender.Nickname
+	}
+
+	c.lastMessageID.Store(chatID, messageID)
+
+	if raw.MessageType == "group" && messageID != "" && messageID != "0" {
+		c.setMsgEmojiLike(messageID, 289, true)
+		c.pendingEmojiMsg.Store(chatID, messageID)
+	}
+
+	c.HandleMessage(senderID, chatID, content, parsed.Media, metadata)
 }
 
 func (c *OneBotChannel) isDuplicate(messageID string) bool {

pkg/channels/qq.go

@@ -165,6 +165,8 @@ func (c *QQChannel) handleC2CMessage() event.C2CMessageEventHandler {
 		// 转发到消息总线
 		metadata := map[string]string{
 			"message_id": data.ID,
+			"peer_kind":  "direct",
+			"peer_id":    senderID,
 		}
 
 		c.HandleMessage(senderID, senderID, content, []string{}, metadata)
@@ -207,6 +209,8 @@ func (c *QQChannel) handleGroupATMessage() event.GroupATMessageEventHandler {
 		metadata := map[string]string{
 			"message_id": data.ID,
 			"group_id":   data.GroupID,
+			"peer_kind":  "group",
+			"peer_id":    data.GroupID,
 		}
 
 		c.HandleMessage(senderID, data.GroupID, content, []string{}, metadata)

pkg/channels/telegram.go

@@ -59,6 +59,13 @@ func NewTelegramChannel(cfg *config.Config, bus *bus.MessageBus) (*TelegramChann
 				Proxy: http.ProxyURL(proxyURL),
 			},
 		}))
+	} else if os.Getenv("HTTP_PROXY") != "" || os.Getenv("HTTPS_PROXY") != "" {
+		// Use environment proxy if configured
+		opts = append(opts, telego.WithHTTPClient(&http.Client{
+			Transport: &http.Transport{
+				Proxy: http.ProxyFromEnvironment,
+			},
+		}))
 	}
 
 	bot, err := telego.NewBot(telegramCfg.Token, opts...)

pkg/channels/whatsapp.go

@@ -178,6 +178,14 @@ func (c *WhatsAppChannel) handleIncomingMessage(msg map[string]interface{}) {
 		metadata["user_name"] = userName
 	}
 
+	if chatID == senderID {
+		metadata["peer_kind"] = "direct"
+		metadata["peer_id"] = senderID
+	} else {
+		metadata["peer_kind"] = "group"
+		metadata["peer_id"] = chatID
+	}
+
 	log.Printf("WhatsApp message from %s: %s...", senderID, utils.Truncate(content, 50))
 
 	c.HandleMessage(senderID, chatID, content, mediaPaths, metadata)

pkg/config/config.go

@@ -6,11 +6,14 @@ import (
 	"os"
 	"path/filepath"
 	"strings"
-	"sync"
+	"sync/atomic"
 
 	"github.com/caarlos0/env/v11"
 )
 
+// rrCounter is a global counter for round-robin load balancing across models.
+var rrCounter atomic.Uint64
+
 // FlexibleStringSlice is a []string that also accepts JSON numbers,
 // so allow_from can contain both "123" and 123.
 type FlexibleStringSlice []string
@@ -49,12 +52,37 @@ type Config struct {
 	Bindings  []AgentBinding  `json:"bindings,omitempty"`
 	Session   SessionConfig   `json:"session,omitempty"`
 	Channels  ChannelsConfig  `json:"channels"`
-	Providers ProvidersConfig `json:"providers"`
+	Providers ProvidersConfig `json:"providers,omitempty"`
+	ModelList []ModelConfig   `json:"model_list"` // New model-centric provider configuration
 	Gateway   GatewayConfig   `json:"gateway"`
 	Tools     ToolsConfig     `json:"tools"`
 	Heartbeat HeartbeatConfig `json:"heartbeat"`
 	Devices   DevicesConfig   `json:"devices"`
-	mu        sync.RWMutex
+}
+
+// MarshalJSON implements custom JSON marshaling for Config
+// to omit providers section when empty and session when empty
+func (c Config) MarshalJSON() ([]byte, error) {
+	type Alias Config
+	aux := &struct {
+		Providers *ProvidersConfig `json:"providers,omitempty"`
+		Session   *SessionConfig   `json:"session,omitempty"`
+		*Alias
+	}{
+		Alias: (*Alias)(&c),
+	}
+
+	// Only include providers if not empty
+	if !c.Providers.IsEmpty() {
+		aux.Providers = &c.Providers
+	}
+
+	// Only include session if not empty
+	if c.Session.DMScope != "" || len(c.Session.IdentityLinks) > 0 {
+		aux.Session = &c.Session
+	}
+
+	return json.Marshal(aux)
 }
 
 type AgentsConfig struct {
@@ -148,7 +176,7 @@ type AgentDefaults struct {
 	ImageModel          string   `json:"image_model,omitempty" env:"PICOCLAW_AGENTS_DEFAULTS_IMAGE_MODEL"`
 	ImageModelFallbacks []string `json:"image_model_fallbacks,omitempty"`
 	MaxTokens           int      `json:"max_tokens" env:"PICOCLAW_AGENTS_DEFAULTS_MAX_TOKENS"`
-	Temperature         float64  `json:"temperature" env:"PICOCLAW_AGENTS_DEFAULTS_TEMPERATURE"`
+	Temperature         *float64 `json:"temperature,omitempty" env:"PICOCLAW_AGENTS_DEFAULTS_TEMPERATURE"`
 	MaxToolIterations   int      `json:"max_tool_iterations" env:"PICOCLAW_AGENTS_DEFAULTS_MAX_TOOL_ITERATIONS"`
 }
 
@@ -188,9 +216,10 @@ type FeishuConfig struct {
 }
 
 type DiscordConfig struct {
-	Enabled   bool                `json:"enabled" env:"PICOCLAW_CHANNELS_DISCORD_ENABLED"`
+	Enabled     bool                `json:"enabled" env:"PICOCLAW_CHANNELS_DISCORD_ENABLED"`
-	Token     string              `json:"token" env:"PICOCLAW_CHANNELS_DISCORD_TOKEN"`
+	Token       string              `json:"token" env:"PICOCLAW_CHANNELS_DISCORD_TOKEN"`
-	AllowFrom FlexibleStringSlice `json:"allow_from" env:"PICOCLAW_CHANNELS_DISCORD_ALLOW_FROM"`
+	AllowFrom   FlexibleStringSlice `json:"allow_from" env:"PICOCLAW_CHANNELS_DISCORD_ALLOW_FROM"`
+	MentionOnly bool                `json:"mention_only" env:"PICOCLAW_CHANNELS_DISCORD_MENTION_ONLY"`
 }
 
 type MaixCamConfig struct {
@@ -263,7 +292,43 @@ type ProvidersConfig struct {
 	Moonshot      ProviderConfig       `json:"moonshot"`
 	ShengSuanYun  ProviderConfig       `json:"shengsuanyun"`
 	DeepSeek      ProviderConfig       `json:"deepseek"`
+	Cerebras      ProviderConfig       `json:"cerebras"`
+	VolcEngine    ProviderConfig       `json:"volcengine"`
 	GitHubCopilot ProviderConfig       `json:"github_copilot"`
+	Antigravity   ProviderConfig       `json:"antigravity"`
+	Qwen          ProviderConfig       `json:"qwen"`
+}
+
+// IsEmpty checks if all provider configs are empty (no API keys or API bases set)
+// Note: WebSearch is an optimization option and doesn't count as "non-empty"
+func (p ProvidersConfig) IsEmpty() bool {
+	return p.Anthropic.APIKey == "" && p.Anthropic.APIBase == "" &&
+		p.OpenAI.APIKey == "" && p.OpenAI.APIBase == "" &&
+		p.OpenRouter.APIKey == "" && p.OpenRouter.APIBase == "" &&
+		p.Groq.APIKey == "" && p.Groq.APIBase == "" &&
+		p.Zhipu.APIKey == "" && p.Zhipu.APIBase == "" &&
+		p.VLLM.APIKey == "" && p.VLLM.APIBase == "" &&
+		p.Gemini.APIKey == "" && p.Gemini.APIBase == "" &&
+		p.Nvidia.APIKey == "" && p.Nvidia.APIBase == "" &&
+		p.Ollama.APIKey == "" && p.Ollama.APIBase == "" &&
+		p.Moonshot.APIKey == "" && p.Moonshot.APIBase == "" &&
+		p.ShengSuanYun.APIKey == "" && p.ShengSuanYun.APIBase == "" &&
+		p.DeepSeek.APIKey == "" && p.DeepSeek.APIBase == "" &&
+		p.Cerebras.APIKey == "" && p.Cerebras.APIBase == "" &&
+		p.VolcEngine.APIKey == "" && p.VolcEngine.APIBase == "" &&
+		p.GitHubCopilot.APIKey == "" && p.GitHubCopilot.APIBase == "" &&
+		p.Antigravity.APIKey == "" && p.Antigravity.APIBase == "" &&
+		p.Qwen.APIKey == "" && p.Qwen.APIBase == ""
+}
+
+// MarshalJSON implements custom JSON marshaling for ProvidersConfig
+// to omit the entire section when empty
+func (p ProvidersConfig) MarshalJSON() ([]byte, error) {
+	if p.IsEmpty() {
+		return []byte("null"), nil
+	}
+	type Alias ProvidersConfig
+	return json.Marshal((*Alias)(&p))
 }
 
 type ProviderConfig struct {
@@ -279,164 +344,122 @@ type OpenAIProviderConfig struct {
 	WebSearch bool `json:"web_search" env:"PICOCLAW_PROVIDERS_OPENAI_WEB_SEARCH"`
 }
 
+// ModelConfig represents a model-centric provider configuration.
+// It allows adding new providers (especially OpenAI-compatible ones) via configuration only.
+// The model field uses protocol prefix format: [protocol/]model-identifier
+// Supported protocols: openai, anthropic, antigravity, claude-cli, codex-cli, github-copilot
+// Default protocol is "openai" if no prefix is specified.
+type ModelConfig struct {
+	// Required fields
+	ModelName string `json:"model_name"` // User-facing alias for the model
+	Model     string `json:"model"`      // Protocol/model-identifier (e.g., "openai/gpt-4o", "anthropic/claude-sonnet-4.6")
+
+	// HTTP-based providers
+	APIBase string `json:"api_base,omitempty"` // API endpoint URL
+	APIKey  string `json:"api_key"`            // API authentication key
+	Proxy   string `json:"proxy,omitempty"`    // HTTP proxy URL
+
+	// Special providers (CLI-based, OAuth, etc.)
+	AuthMethod  string `json:"auth_method,omitempty"`  // Authentication method: oauth, token
+	ConnectMode string `json:"connect_mode,omitempty"` // Connection mode: stdio, grpc
+	Workspace   string `json:"workspace,omitempty"`    // Workspace path for CLI-based providers
+
+	// Optional optimizations
+	RPM            int    `json:"rpm,omitempty"`              // Requests per minute limit
+	MaxTokensField string `json:"max_tokens_field,omitempty"` // Field name for max tokens (e.g., "max_completion_tokens")
+}
+
+// Validate checks if the ModelConfig has all required fields.
+func (c *ModelConfig) Validate() error {
+	if c.ModelName == "" {
+		return fmt.Errorf("model_name is required")
+	}
+	if c.Model == "" {
+		return fmt.Errorf("model is required")
+	}
+	return nil
+}
+
 type GatewayConfig struct {
 	Host string `json:"host" env:"PICOCLAW_GATEWAY_HOST"`
 	Port int    `json:"port" env:"PICOCLAW_GATEWAY_PORT"`
 }
 
-// WebSearchConfig defines a single active web search provider
+type BraveConfig struct {
-// Falls back to DuckDuckGo if the primary provider fails
+	Enabled    bool   `json:"enabled" env:"PICOCLAW_TOOLS_WEB_BRAVE_ENABLED"`
+	APIKey     string `json:"api_key" env:"PICOCLAW_TOOLS_WEB_BRAVE_API_KEY"`
+	MaxResults int    `json:"max_results" env:"PICOCLAW_TOOLS_WEB_BRAVE_MAX_RESULTS"`
+}
+
+type DuckDuckGoConfig struct {
+	Enabled    bool `json:"enabled" env:"PICOCLAW_TOOLS_WEB_DUCKDUCKGO_ENABLED"`
+	MaxResults int  `json:"max_results" env:"PICOCLAW_TOOLS_WEB_DUCKDUCKGO_MAX_RESULTS"`
+}
+
+type PerplexityConfig struct {
+	Enabled    bool   `json:"enabled" env:"PICOCLAW_TOOLS_WEB_PERPLEXITY_ENABLED"`
+	APIKey     string `json:"api_key" env:"PICOCLAW_TOOLS_WEB_PERPLEXITY_API_KEY"`
+	MaxResults int    `json:"max_results" env:"PICOCLAW_TOOLS_WEB_PERPLEXITY_MAX_RESULTS"`
+}
+
+// WebSearchConfig is the unified web search provider config.
 type WebSearchConfig struct {
-	Provider   string `json:"provider" env:"PICOCLAW_TOOLS_WEB_SEARCH_PROVIDER"`       // "brave", "ollama", custom URL
+	Provider   string `json:"provider" env:"PICOCLAW_TOOLS_WEB_SEARCH_PROVIDER"`
-	APIKey     string `json:"api_key" env:"PICOCLAW_TOOLS_WEB_SEARCH_API_KEY"`         // API key for Brave, etc.
+	APIKey     string `json:"api_key" env:"PICOCLAW_TOOLS_WEB_SEARCH_API_KEY"`
-	Endpoint   string `json:"endpoint" env:"PICOCLAW_TOOLS_WEB_SEARCH_ENDPOINT"`       // Base URL for Ollama or custom
+	Endpoint   string `json:"endpoint" env:"PICOCLAW_TOOLS_WEB_SEARCH_ENDPOINT"`
-	RestType   string `json:"rest_type" env:"PICOCLAW_TOOLS_WEB_SEARCH_REST_TYPE"`     // "GET" or "POST"
+	RestType   string `json:"rest_type" env:"PICOCLAW_TOOLS_WEB_SEARCH_REST_TYPE"`
-	QueryParam string `json:"query_param" env:"PICOCLAW_TOOLS_WEB_SEARCH_QUERY_PARAM"` // "q", "query", etc.
+	QueryParam string `json:"query_param" env:"PICOCLAW_TOOLS_WEB_SEARCH_QUERY_PARAM"`
-	MaxResults int    `json:"max_results" env:"PICOCLAW_TOOLS_WEB_SEARCH_MAX_RESULTS"` // Default: 5
+	MaxResults int    `json:"max_results" env:"PICOCLAW_TOOLS_WEB_SEARCH_MAX_RESULTS"`
 }
 
 type WebToolsConfig struct {
-	Search WebSearchConfig `json:"search"`
+	Search     WebSearchConfig  `json:"search"`
+	Brave      BraveConfig      `json:"brave"`
+	DuckDuckGo DuckDuckGoConfig `json:"duckduckgo"`
+	Perplexity PerplexityConfig `json:"perplexity"`
 }
 
 type CronToolsConfig struct {
-	ExecTimeoutMinutes int `json:"exec_timeout_minutes" env:"PICOCLAW_TOOLS_CRON_EXEC_TIMEOUT_MINUTES"`
+	ExecTimeoutMinutes int `json:"exec_timeout_minutes" env:"PICOCLAW_TOOLS_CRON_EXEC_TIMEOUT_MINUTES"` // 0 means no timeout
 }
 
 type ExecConfig struct {
 	EnableDenyPatterns bool     `json:"enable_deny_patterns" env:"PICOCLAW_TOOLS_EXEC_ENABLE_DENY_PATTERNS"`
-	CustomDenyPatterns []string `json:"custom_deny_patterns,omitempty" env:"PICOCLAW_TOOLS_EXEC_CUSTOM_DENY_PATTERNS"`
+	CustomDenyPatterns []string `json:"custom_deny_patterns" env:"PICOCLAW_TOOLS_EXEC_CUSTOM_DENY_PATTERNS"`
 }
 
 type ToolsConfig struct {
-	Web  WebToolsConfig  `json:"web"`
+	Web    WebToolsConfig    `json:"web"`
-	Cron CronToolsConfig `json:"cron"`
+	Cron   CronToolsConfig   `json:"cron"`
-	Exec ExecConfig      `json:"exec"`
+	Exec   ExecConfig        `json:"exec"`
+	Skills SkillsToolsConfig `json:"skills"`
 }
 
-func DefaultConfig() *Config {
+type SkillsToolsConfig struct {
-	return &Config{
+	Registries            SkillsRegistriesConfig `json:"registries"`
-		Agents: AgentsConfig{
+	MaxConcurrentSearches int                    `json:"max_concurrent_searches" env:"PICOCLAW_SKILLS_MAX_CONCURRENT_SEARCHES"`
-			Defaults: AgentDefaults{
+	SearchCache           SearchCacheConfig      `json:"search_cache"`
-				Workspace:           "~/.picoclaw/workspace",
+}
-				RestrictToWorkspace: true,
+
-				Provider:            "",
+type SearchCacheConfig struct {
-				Model:               "glm-4.7",
+	MaxSize    int `json:"max_size" env:"PICOCLAW_SKILLS_SEARCH_CACHE_MAX_SIZE"`
-				MaxTokens:           8192,
+	TTLSeconds int `json:"ttl_seconds" env:"PICOCLAW_SKILLS_SEARCH_CACHE_TTL_SECONDS"`
-				Temperature:         0.7,
+}
-				MaxToolIterations:   20,
+
-			},
+type SkillsRegistriesConfig struct {
-		},
+	ClawHub ClawHubRegistryConfig `json:"clawhub"`
-		Channels: ChannelsConfig{
+}
-			WhatsApp: WhatsAppConfig{
+
-				Enabled:   false,
+type ClawHubRegistryConfig struct {
-				BridgeURL: "ws://localhost:3001",
+	Enabled         bool   `json:"enabled" env:"PICOCLAW_SKILLS_REGISTRIES_CLAWHUB_ENABLED"`
-				AllowFrom: FlexibleStringSlice{},
+	BaseURL         string `json:"base_url" env:"PICOCLAW_SKILLS_REGISTRIES_CLAWHUB_BASE_URL"`
-			},
+	AuthToken       string `json:"auth_token" env:"PICOCLAW_SKILLS_REGISTRIES_CLAWHUB_AUTH_TOKEN"`
-			Telegram: TelegramConfig{
+	SearchPath      string `json:"search_path" env:"PICOCLAW_SKILLS_REGISTRIES_CLAWHUB_SEARCH_PATH"`
-				Enabled:   false,
+	SkillsPath      string `json:"skills_path" env:"PICOCLAW_SKILLS_REGISTRIES_CLAWHUB_SKILLS_PATH"`
-				Token:     "",
+	DownloadPath    string `json:"download_path" env:"PICOCLAW_SKILLS_REGISTRIES_CLAWHUB_DOWNLOAD_PATH"`
-				AllowFrom: FlexibleStringSlice{},
+	Timeout         int    `json:"timeout" env:"PICOCLAW_SKILLS_REGISTRIES_CLAWHUB_TIMEOUT"`
-			},
+	MaxZipSize      int    `json:"max_zip_size" env:"PICOCLAW_SKILLS_REGISTRIES_CLAWHUB_MAX_ZIP_SIZE"`
-			Feishu: FeishuConfig{
+	MaxResponseSize int    `json:"max_response_size" env:"PICOCLAW_SKILLS_REGISTRIES_CLAWHUB_MAX_RESPONSE_SIZE"`
-				Enabled:           false,
-				AppID:             "",
-				AppSecret:         "",
-				EncryptKey:        "",
-				VerificationToken: "",
-				AllowFrom:         FlexibleStringSlice{},
-			},
-			Discord: DiscordConfig{
-				Enabled:   false,
-				Token:     "",
-				AllowFrom: FlexibleStringSlice{},
-			},
-			MaixCam: MaixCamConfig{
-				Enabled:   false,
-				Host:      "0.0.0.0",
-				Port:      18790,
-				AllowFrom: FlexibleStringSlice{},
-			},
-			QQ: QQConfig{
-				Enabled:   false,
-				AppID:     "",
-				AppSecret: "",
-				AllowFrom: FlexibleStringSlice{},
-			},
-			DingTalk: DingTalkConfig{
-				Enabled:      false,
-				ClientID:     "",
-				ClientSecret: "",
-				AllowFrom:    FlexibleStringSlice{},
-			},
-			Slack: SlackConfig{
-				Enabled:   false,
-				BotToken:  "",
-				AppToken:  "",
-				AllowFrom: FlexibleStringSlice{},
-			},
-			LINE: LINEConfig{
-				Enabled:            false,
-				ChannelSecret:      "",
-				ChannelAccessToken: "",
-				WebhookHost:        "0.0.0.0",
-				WebhookPort:        18791,
-				WebhookPath:        "/webhook/line",
-				AllowFrom:          FlexibleStringSlice{},
-			},
-			OneBot: OneBotConfig{
-				Enabled:            false,
-				WSUrl:              "ws://127.0.0.1:3001",
-				AccessToken:        "",
-				ReconnectInterval:  5,
-				GroupTriggerPrefix: []string{},
-				AllowFrom:          FlexibleStringSlice{},
-			},
-		},
-		Providers: ProvidersConfig{
-			Anthropic:    ProviderConfig{},
-			OpenAI:       OpenAIProviderConfig{WebSearch: true},
-			OpenRouter:   ProviderConfig{},
-			Groq:         ProviderConfig{},
-			Zhipu:        ProviderConfig{},
-			VLLM:         ProviderConfig{},
-			Gemini:       ProviderConfig{},
-			Nvidia:       ProviderConfig{},
-			Moonshot:     ProviderConfig{},
-			ShengSuanYun: ProviderConfig{},
-		},
-		Gateway: GatewayConfig{
-			Host: "0.0.0.0",
-			Port: 18790,
-		},
-		Tools: ToolsConfig{
-			Web: WebToolsConfig{
-				Search: WebSearchConfig{
-					Provider:   "",
-					APIKey:     "",
-					Endpoint:   "",
-					RestType:   "",
-					QueryParam: "",
-					MaxResults: 0,
-				},
-			},
-			Cron: CronToolsConfig{
-				ExecTimeoutMinutes: 5,
-			},
-			Exec: ExecConfig{
-				EnableDenyPatterns: true,
-				CustomDenyPatterns: []string{},
-			},
-		},
-		Heartbeat: HeartbeatConfig{
-			Enabled:  true,
-			Interval: 30, // default 30 minutes
-		},
-		Devices: DevicesConfig{
-			Enabled:    false,
-			MonitorUSB: true,
-		},
-	}
 }
 
 func LoadConfig(path string) (*Config, error) {
@@ -462,13 +485,20 @@ func LoadConfig(path string) (*Config, error) {
 		return nil, fmt.Errorf("Please check new config for web search as config example")
 	}
 
+	// Auto-migrate: if only legacy providers config exists, convert to model_list
+	if len(cfg.ModelList) == 0 && cfg.HasProvidersConfig() {
+		cfg.ModelList = ConvertProvidersToModelList(cfg)
+	}
+
+	// Validate model_list for uniqueness and required fields
+	if err := cfg.ValidateModelList(); err != nil {
+		return nil, err
+	}
+
 	return cfg, nil
 }
 
 func SaveConfig(path string, cfg *Config) error {
-	cfg.mu.RLock()
-	defer cfg.mu.RUnlock()
-
 	data, err := json.MarshalIndent(cfg, "", "  ")
 	if err != nil {
 		return err
@@ -483,14 +513,10 @@ func SaveConfig(path string, cfg *Config) error {
 }
 
 func (c *Config) WorkspacePath() string {
-	c.mu.RLock()
-	defer c.mu.RUnlock()
 	return expandHome(c.Agents.Defaults.Workspace)
 }
 
 func (c *Config) GetAPIKey() string {
-	c.mu.RLock()
-	defer c.mu.RUnlock()
 	if c.Providers.OpenRouter.APIKey != "" {
 		return c.Providers.OpenRouter.APIKey
 	}
@@ -515,12 +541,13 @@ func (c *Config) GetAPIKey() string {
 	if c.Providers.ShengSuanYun.APIKey != "" {
 		return c.Providers.ShengSuanYun.APIKey
 	}
+	if c.Providers.Cerebras.APIKey != "" {
+		return c.Providers.Cerebras.APIKey
+	}
 	return ""
 }
 
 func (c *Config) GetAPIBase() string {
-	c.mu.RLock()
-	defer c.mu.RUnlock()
 	if c.Providers.OpenRouter.APIKey != "" {
 		if c.Providers.OpenRouter.APIBase != "" {
 			return c.Providers.OpenRouter.APIBase
@@ -536,32 +563,6 @@ func (c *Config) GetAPIBase() string {
 	return ""
 }
 
-// ModelConfig holds primary model and fallback list.
-type ModelConfig struct {
-	Primary   string
-	Fallbacks []string
-}
-
-// GetModelConfig returns the text model configuration with fallbacks.
-func (c *Config) GetModelConfig() ModelConfig {
-	c.mu.RLock()
-	defer c.mu.RUnlock()
-	return ModelConfig{
-		Primary:   c.Agents.Defaults.Model,
-		Fallbacks: c.Agents.Defaults.ModelFallbacks,
-	}
-}
-
-// GetImageModelConfig returns the image model configuration with fallbacks.
-func (c *Config) GetImageModelConfig() ModelConfig {
-	c.mu.RLock()
-	defer c.mu.RUnlock()
-	return ModelConfig{
-		Primary:   c.Agents.Defaults.ImageModel,
-		Fallbacks: c.Agents.Defaults.ImageModelFallbacks,
-	}
-}
-
 func expandHome(path string) string {
 	if path == "" {
 		return path
@@ -575,3 +576,65 @@ func expandHome(path string) string {
 	}
 	return path
 }
+
+// GetModelConfig returns the ModelConfig for the given model name.
+// If multiple configs exist with the same model_name, it uses round-robin
+// selection for load balancing. Returns an error if the model is not found.
+func (c *Config) GetModelConfig(modelName string) (*ModelConfig, error) {
+	matches := c.findMatches(modelName)
+	if len(matches) == 0 {
+		return nil, fmt.Errorf("model %q not found in model_list or providers", modelName)
+	}
+	if len(matches) == 1 {
+		return &matches[0], nil
+	}
+
+	// Multiple configs - use round-robin for load balancing
+	idx := rrCounter.Add(1) % uint64(len(matches))
+	return &matches[idx], nil
+}
+
+// findMatches finds all ModelConfig entries with the given model_name.
+func (c *Config) findMatches(modelName string) []ModelConfig {
+	var matches []ModelConfig
+	for i := range c.ModelList {
+		if c.ModelList[i].ModelName == modelName {
+			matches = append(matches, c.ModelList[i])
+		}
+	}
+	return matches
+}
+
+// HasProvidersConfig checks if any provider in the old providers config has configuration.
+func (c *Config) HasProvidersConfig() bool {
+	v := c.Providers
+	return v.Anthropic.APIKey != "" || v.Anthropic.APIBase != "" ||
+		v.OpenAI.APIKey != "" || v.OpenAI.APIBase != "" ||
+		v.OpenRouter.APIKey != "" || v.OpenRouter.APIBase != "" ||
+		v.Groq.APIKey != "" || v.Groq.APIBase != "" ||
+		v.Zhipu.APIKey != "" || v.Zhipu.APIBase != "" ||
+		v.VLLM.APIKey != "" || v.VLLM.APIBase != "" ||
+		v.Gemini.APIKey != "" || v.Gemini.APIBase != "" ||
+		v.Nvidia.APIKey != "" || v.Nvidia.APIBase != "" ||
+		v.Ollama.APIKey != "" || v.Ollama.APIBase != "" ||
+		v.Moonshot.APIKey != "" || v.Moonshot.APIBase != "" ||
+		v.ShengSuanYun.APIKey != "" || v.ShengSuanYun.APIBase != "" ||
+		v.DeepSeek.APIKey != "" || v.DeepSeek.APIBase != "" ||
+		v.Cerebras.APIKey != "" || v.Cerebras.APIBase != "" ||
+		v.VolcEngine.APIKey != "" || v.VolcEngine.APIBase != "" ||
+		v.GitHubCopilot.APIKey != "" || v.GitHubCopilot.APIBase != "" ||
+		v.Antigravity.APIKey != "" || v.Antigravity.APIBase != "" ||
+		v.Qwen.APIKey != "" || v.Qwen.APIBase != ""
+}
+
+// ValidateModelList validates all ModelConfig entries in the model_list.
+// It checks that each model config is valid.
+// Note: Multiple entries with the same model_name are allowed for load balancing.
+func (c *Config) ValidateModelList() error {
+	for i := range c.ModelList {
+		if err := c.ModelList[i].Validate(); err != nil {
+			return fmt.Errorf("model_list[%d]: %w", i, err)
+		}
+	}
+	return nil
+}

pkg/config/config_test.go

@@ -237,8 +237,8 @@ func TestDefaultConfig_MaxToolIterations(t *testing.T) {
 func TestDefaultConfig_Temperature(t *testing.T) {
 	cfg := DefaultConfig()
 
-	if cfg.Agents.Defaults.Temperature == 0 {
+	if cfg.Agents.Defaults.Temperature != nil {
-		t.Error("Temperature should not be zero")
+		t.Error("Temperature should be nil when not provided")
 	}
 }
 
@@ -339,8 +339,8 @@ func TestConfig_Complete(t *testing.T) {
 	if cfg.Agents.Defaults.Model == "" {
 		t.Error("Model should not be empty")
 	}
-	if cfg.Agents.Defaults.Temperature == 0 {
+	if cfg.Agents.Defaults.Temperature != nil {
-		t.Error("Temperature should have default value")
+		t.Error("Temperature should be nil when not provided")
 	}
 	if cfg.Agents.Defaults.MaxTokens == 0 {
 		t.Error("MaxTokens should not be zero")

pkg/config/defaults.go

@@ -0,0 +1,292 @@
+// PicoClaw - Ultra-lightweight personal AI agent
+// License: MIT
+//
+// Copyright (c) 2026 PicoClaw contributors
+
+package config
+
+// DefaultConfig returns the default configuration for PicoClaw.
+func DefaultConfig() *Config {
+	return &Config{
+		Agents: AgentsConfig{
+			Defaults: AgentDefaults{
+				Workspace:           "~/.picoclaw/workspace",
+				RestrictToWorkspace: true,
+				Provider:            "",
+				Model:               "glm-4.7",
+				MaxTokens:           8192,
+				Temperature:         nil, // nil means use provider default
+				MaxToolIterations:   20,
+			},
+		},
+		Bindings: []AgentBinding{},
+		Session: SessionConfig{
+			DMScope: "main",
+		},
+		Channels: ChannelsConfig{
+			WhatsApp: WhatsAppConfig{
+				Enabled:   false,
+				BridgeURL: "ws://localhost:3001",
+				AllowFrom: FlexibleStringSlice{},
+			},
+			Telegram: TelegramConfig{
+				Enabled:   false,
+				Token:     "",
+				AllowFrom: FlexibleStringSlice{},
+			},
+			Feishu: FeishuConfig{
+				Enabled:           false,
+				AppID:             "",
+				AppSecret:         "",
+				EncryptKey:        "",
+				VerificationToken: "",
+				AllowFrom:         FlexibleStringSlice{},
+			},
+			Discord: DiscordConfig{
+				Enabled:     false,
+				Token:       "",
+				AllowFrom:   FlexibleStringSlice{},
+				MentionOnly: false,
+			},
+			MaixCam: MaixCamConfig{
+				Enabled:   false,
+				Host:      "0.0.0.0",
+				Port:      18790,
+				AllowFrom: FlexibleStringSlice{},
+			},
+			QQ: QQConfig{
+				Enabled:   false,
+				AppID:     "",
+				AppSecret: "",
+				AllowFrom: FlexibleStringSlice{},
+			},
+			DingTalk: DingTalkConfig{
+				Enabled:      false,
+				ClientID:     "",
+				ClientSecret: "",
+				AllowFrom:    FlexibleStringSlice{},
+			},
+			Slack: SlackConfig{
+				Enabled:   false,
+				BotToken:  "",
+				AppToken:  "",
+				AllowFrom: FlexibleStringSlice{},
+			},
+			LINE: LINEConfig{
+				Enabled:            false,
+				ChannelSecret:      "",
+				ChannelAccessToken: "",
+				WebhookHost:        "0.0.0.0",
+				WebhookPort:        18791,
+				WebhookPath:        "/webhook/line",
+				AllowFrom:          FlexibleStringSlice{},
+			},
+			OneBot: OneBotConfig{
+				Enabled:            false,
+				WSUrl:              "ws://127.0.0.1:3001",
+				AccessToken:        "",
+				ReconnectInterval:  5,
+				GroupTriggerPrefix: []string{},
+				AllowFrom:          FlexibleStringSlice{},
+			},
+		},
+		Providers: ProvidersConfig{
+			OpenAI: OpenAIProviderConfig{WebSearch: true},
+		},
+		ModelList: []ModelConfig{
+			// ============================================
+			// Add your API key to the model you want to use
+			// ============================================
+
+			// Zhipu AI (智谱) - https://open.bigmodel.cn/usercenter/apikeys
+			{
+				ModelName: "glm-4.7",
+				Model:     "zhipu/glm-4.7",
+				APIBase:   "https://open.bigmodel.cn/api/paas/v4",
+				APIKey:    "",
+			},
+
+			// OpenAI - https://platform.openai.com/api-keys
+			{
+				ModelName: "gpt-5.2",
+				Model:     "openai/gpt-5.2",
+				APIBase:   "https://api.openai.com/v1",
+				APIKey:    "",
+			},
+
+			// Anthropic Claude - https://console.anthropic.com/settings/keys
+			{
+				ModelName: "claude-sonnet-4.6",
+				Model:     "anthropic/claude-sonnet-4.6",
+				APIBase:   "https://api.anthropic.com/v1",
+				APIKey:    "",
+			},
+
+			// DeepSeek - https://platform.deepseek.com/
+			{
+				ModelName: "deepseek-chat",
+				Model:     "deepseek/deepseek-chat",
+				APIBase:   "https://api.deepseek.com/v1",
+				APIKey:    "",
+			},
+
+			// Google Gemini - https://ai.google.dev/
+			{
+				ModelName: "gemini-2.0-flash",
+				Model:     "gemini/gemini-2.0-flash-exp",
+				APIBase:   "https://generativelanguage.googleapis.com/v1beta",
+				APIKey:    "",
+			},
+
+			// Qwen (通义千问) - https://dashscope.console.aliyun.com/apiKey
+			{
+				ModelName: "qwen-plus",
+				Model:     "qwen/qwen-plus",
+				APIBase:   "https://dashscope.aliyuncs.com/compatible-mode/v1",
+				APIKey:    "",
+			},
+
+			// Moonshot (月之暗面) - https://platform.moonshot.cn/console/api-keys
+			{
+				ModelName: "moonshot-v1-8k",
+				Model:     "moonshot/moonshot-v1-8k",
+				APIBase:   "https://api.moonshot.cn/v1",
+				APIKey:    "",
+			},
+
+			// Groq - https://console.groq.com/keys
+			{
+				ModelName: "llama-3.3-70b",
+				Model:     "groq/llama-3.3-70b-versatile",
+				APIBase:   "https://api.groq.com/openai/v1",
+				APIKey:    "",
+			},
+
+			// OpenRouter (100+ models) - https://openrouter.ai/keys
+			{
+				ModelName: "openrouter-auto",
+				Model:     "openrouter/auto",
+				APIBase:   "https://openrouter.ai/api/v1",
+				APIKey:    "",
+			},
+			{
+				ModelName: "openrouter-gpt-5.2",
+				Model:     "openrouter/openai/gpt-5.2",
+				APIBase:   "https://openrouter.ai/api/v1",
+				APIKey:    "",
+			},
+
+			// NVIDIA - https://build.nvidia.com/
+			{
+				ModelName: "nemotron-4-340b",
+				Model:     "nvidia/nemotron-4-340b-instruct",
+				APIBase:   "https://integrate.api.nvidia.com/v1",
+				APIKey:    "",
+			},
+
+			// Cerebras - https://inference.cerebras.ai/
+			{
+				ModelName: "cerebras-llama-3.3-70b",
+				Model:     "cerebras/llama-3.3-70b",
+				APIBase:   "https://api.cerebras.ai/v1",
+				APIKey:    "",
+			},
+
+			// Volcengine (火山引擎) - https://console.volcengine.com/ark
+			{
+				ModelName: "doubao-pro",
+				Model:     "volcengine/doubao-pro-32k",
+				APIBase:   "https://ark.cn-beijing.volces.com/api/v3",
+				APIKey:    "",
+			},
+
+			// ShengsuanYun (神算云)
+			{
+				ModelName: "deepseek-v3",
+				Model:     "shengsuanyun/deepseek-v3",
+				APIBase:   "https://api.shengsuanyun.com/v1",
+				APIKey:    "",
+			},
+
+			// Antigravity (Google Cloud Code Assist) - OAuth only
+			{
+				ModelName:  "gemini-flash",
+				Model:      "antigravity/gemini-3-flash",
+				AuthMethod: "oauth",
+			},
+
+			// GitHub Copilot - https://github.com/settings/tokens
+			{
+				ModelName:  "copilot-gpt-5.2",
+				Model:      "github-copilot/gpt-5.2",
+				APIBase:    "http://localhost:4321",
+				AuthMethod: "oauth",
+			},
+
+			// Ollama (local) - https://ollama.com
+			{
+				ModelName: "llama3",
+				Model:     "ollama/llama3",
+				APIBase:   "http://localhost:11434/v1",
+				APIKey:    "ollama",
+			},
+
+			// VLLM (local) - http://localhost:8000
+			{
+				ModelName: "local-model",
+				Model:     "vllm/custom-model",
+				APIBase:   "http://localhost:8000/v1",
+				APIKey:    "",
+			},
+		},
+		Gateway: GatewayConfig{
+			Host: "0.0.0.0",
+			Port: 18790,
+		},
+		Tools: ToolsConfig{
+			Web: WebToolsConfig{
+				Brave: BraveConfig{
+					Enabled:    false,
+					APIKey:     "",
+					MaxResults: 5,
+				},
+				DuckDuckGo: DuckDuckGoConfig{
+					Enabled:    true,
+					MaxResults: 5,
+				},
+				Perplexity: PerplexityConfig{
+					Enabled:    false,
+					APIKey:     "",
+					MaxResults: 5,
+				},
+			},
+			Cron: CronToolsConfig{
+				ExecTimeoutMinutes: 5,
+			},
+			Exec: ExecConfig{
+				EnableDenyPatterns: true,
+			},
+			Skills: SkillsToolsConfig{
+				Registries: SkillsRegistriesConfig{
+					ClawHub: ClawHubRegistryConfig{
+						Enabled: true,
+						BaseURL: "https://clawhub.ai",
+					},
+				},
+				MaxConcurrentSearches: 2,
+				SearchCache: SearchCacheConfig{
+					MaxSize:    50,
+					TTLSeconds: 300,
+				},
+			},
+		},
+		Heartbeat: HeartbeatConfig{
+			Enabled:  true,
+			Interval: 30,
+		},
+		Devices: DevicesConfig{
+			Enabled:    false,
+			MonitorUSB: true,
+		},
+	}
+}

pkg/config/migration.go

@@ -0,0 +1,353 @@
+// PicoClaw - Ultra-lightweight personal AI agent
+// License: MIT
+//
+// Copyright (c) 2026 PicoClaw contributors
+
+package config
+
+import (
+	"slices"
+	"strings"
+)
+
+// buildModelWithProtocol constructs a model string with protocol prefix.
+// If the model already contains a "/" (indicating it has a protocol prefix), it is returned as-is.
+// Otherwise, the protocol prefix is added.
+func buildModelWithProtocol(protocol, model string) string {
+	if strings.Contains(model, "/") {
+		// Model already has a protocol prefix, return as-is
+		return model
+	}
+	return protocol + "/" + model
+}
+
+// providerMigrationConfig defines how to migrate a provider from old config to new format.
+type providerMigrationConfig struct {
+	// providerNames are the possible names used in agents.defaults.provider
+	providerNames []string
+	// protocol is the protocol prefix for the model field
+	protocol string
+	// buildConfig creates the ModelConfig from ProviderConfig
+	buildConfig func(p ProvidersConfig) (ModelConfig, bool)
+}
+
+// ConvertProvidersToModelList converts the old ProvidersConfig to a slice of ModelConfig.
+// This enables backward compatibility with existing configurations.
+// It preserves the user's configured model from agents.defaults.model when possible.
+func ConvertProvidersToModelList(cfg *Config) []ModelConfig {
+	if cfg == nil {
+		return nil
+	}
+
+	// Get user's configured provider and model
+	userProvider := strings.ToLower(cfg.Agents.Defaults.Provider)
+	userModel := cfg.Agents.Defaults.Model
+
+	p := cfg.Providers
+
+	var result []ModelConfig
+
+	// Track if we've applied the legacy model name fix (only for first provider)
+	legacyModelNameApplied := false
+
+	// Define migration rules for each provider
+	migrations := []providerMigrationConfig{
+		{
+			providerNames: []string{"openai", "gpt"},
+			protocol:      "openai",
+			buildConfig: func(p ProvidersConfig) (ModelConfig, bool) {
+				if p.OpenAI.APIKey == "" && p.OpenAI.APIBase == "" {
+					return ModelConfig{}, false
+				}
+				return ModelConfig{
+					ModelName:  "openai",
+					Model:      "openai/gpt-5.2",
+					APIKey:     p.OpenAI.APIKey,
+					APIBase:    p.OpenAI.APIBase,
+					Proxy:      p.OpenAI.Proxy,
+					AuthMethod: p.OpenAI.AuthMethod,
+				}, true
+			},
+		},
+		{
+			providerNames: []string{"anthropic", "claude"},
+			protocol:      "anthropic",
+			buildConfig: func(p ProvidersConfig) (ModelConfig, bool) {
+				if p.Anthropic.APIKey == "" && p.Anthropic.APIBase == "" {
+					return ModelConfig{}, false
+				}
+				return ModelConfig{
+					ModelName:  "anthropic",
+					Model:      "anthropic/claude-sonnet-4.6",
+					APIKey:     p.Anthropic.APIKey,
+					APIBase:    p.Anthropic.APIBase,
+					Proxy:      p.Anthropic.Proxy,
+					AuthMethod: p.Anthropic.AuthMethod,
+				}, true
+			},
+		},
+		{
+			providerNames: []string{"openrouter"},
+			protocol:      "openrouter",
+			buildConfig: func(p ProvidersConfig) (ModelConfig, bool) {
+				if p.OpenRouter.APIKey == "" && p.OpenRouter.APIBase == "" {
+					return ModelConfig{}, false
+				}
+				return ModelConfig{
+					ModelName: "openrouter",
+					Model:     "openrouter/auto",
+					APIKey:    p.OpenRouter.APIKey,
+					APIBase:   p.OpenRouter.APIBase,
+					Proxy:     p.OpenRouter.Proxy,
+				}, true
+			},
+		},
+		{
+			providerNames: []string{"groq"},
+			protocol:      "groq",
+			buildConfig: func(p ProvidersConfig) (ModelConfig, bool) {
+				if p.Groq.APIKey == "" && p.Groq.APIBase == "" {
+					return ModelConfig{}, false
+				}
+				return ModelConfig{
+					ModelName: "groq",
+					Model:     "groq/llama-3.1-70b-versatile",
+					APIKey:    p.Groq.APIKey,
+					APIBase:   p.Groq.APIBase,
+					Proxy:     p.Groq.Proxy,
+				}, true
+			},
+		},
+		{
+			providerNames: []string{"zhipu", "glm"},
+			protocol:      "zhipu",
+			buildConfig: func(p ProvidersConfig) (ModelConfig, bool) {
+				if p.Zhipu.APIKey == "" && p.Zhipu.APIBase == "" {
+					return ModelConfig{}, false
+				}
+				return ModelConfig{
+					ModelName: "zhipu",
+					Model:     "zhipu/glm-4",
+					APIKey:    p.Zhipu.APIKey,
+					APIBase:   p.Zhipu.APIBase,
+					Proxy:     p.Zhipu.Proxy,
+				}, true
+			},
+		},
+		{
+			providerNames: []string{"vllm"},
+			protocol:      "vllm",
+			buildConfig: func(p ProvidersConfig) (ModelConfig, bool) {
+				if p.VLLM.APIKey == "" && p.VLLM.APIBase == "" {
+					return ModelConfig{}, false
+				}
+				return ModelConfig{
+					ModelName: "vllm",
+					Model:     "vllm/auto",
+					APIKey:    p.VLLM.APIKey,
+					APIBase:   p.VLLM.APIBase,
+					Proxy:     p.VLLM.Proxy,
+				}, true
+			},
+		},
+		{
+			providerNames: []string{"gemini", "google"},
+			protocol:      "gemini",
+			buildConfig: func(p ProvidersConfig) (ModelConfig, bool) {
+				if p.Gemini.APIKey == "" && p.Gemini.APIBase == "" {
+					return ModelConfig{}, false
+				}
+				return ModelConfig{
+					ModelName: "gemini",
+					Model:     "gemini/gemini-pro",
+					APIKey:    p.Gemini.APIKey,
+					APIBase:   p.Gemini.APIBase,
+					Proxy:     p.Gemini.Proxy,
+				}, true
+			},
+		},
+		{
+			providerNames: []string{"nvidia"},
+			protocol:      "nvidia",
+			buildConfig: func(p ProvidersConfig) (ModelConfig, bool) {
+				if p.Nvidia.APIKey == "" && p.Nvidia.APIBase == "" {
+					return ModelConfig{}, false
+				}
+				return ModelConfig{
+					ModelName: "nvidia",
+					Model:     "nvidia/meta/llama-3.1-8b-instruct",
+					APIKey:    p.Nvidia.APIKey,
+					APIBase:   p.Nvidia.APIBase,
+					Proxy:     p.Nvidia.Proxy,
+				}, true
+			},
+		},
+		{
+			providerNames: []string{"ollama"},
+			protocol:      "ollama",
+			buildConfig: func(p ProvidersConfig) (ModelConfig, bool) {
+				if p.Ollama.APIKey == "" && p.Ollama.APIBase == "" {
+					return ModelConfig{}, false
+				}
+				return ModelConfig{
+					ModelName: "ollama",
+					Model:     "ollama/llama3",
+					APIKey:    p.Ollama.APIKey,
+					APIBase:   p.Ollama.APIBase,
+					Proxy:     p.Ollama.Proxy,
+				}, true
+			},
+		},
+		{
+			providerNames: []string{"moonshot", "kimi"},
+			protocol:      "moonshot",
+			buildConfig: func(p ProvidersConfig) (ModelConfig, bool) {
+				if p.Moonshot.APIKey == "" && p.Moonshot.APIBase == "" {
+					return ModelConfig{}, false
+				}
+				return ModelConfig{
+					ModelName: "moonshot",
+					Model:     "moonshot/kimi",
+					APIKey:    p.Moonshot.APIKey,
+					APIBase:   p.Moonshot.APIBase,
+					Proxy:     p.Moonshot.Proxy,
+				}, true
+			},
+		},
+		{
+			providerNames: []string{"shengsuanyun"},
+			protocol:      "shengsuanyun",
+			buildConfig: func(p ProvidersConfig) (ModelConfig, bool) {
+				if p.ShengSuanYun.APIKey == "" && p.ShengSuanYun.APIBase == "" {
+					return ModelConfig{}, false
+				}
+				return ModelConfig{
+					ModelName: "shengsuanyun",
+					Model:     "shengsuanyun/auto",
+					APIKey:    p.ShengSuanYun.APIKey,
+					APIBase:   p.ShengSuanYun.APIBase,
+					Proxy:     p.ShengSuanYun.Proxy,
+				}, true
+			},
+		},
+		{
+			providerNames: []string{"deepseek"},
+			protocol:      "deepseek",
+			buildConfig: func(p ProvidersConfig) (ModelConfig, bool) {
+				if p.DeepSeek.APIKey == "" && p.DeepSeek.APIBase == "" {
+					return ModelConfig{}, false
+				}
+				return ModelConfig{
+					ModelName: "deepseek",
+					Model:     "deepseek/deepseek-chat",
+					APIKey:    p.DeepSeek.APIKey,
+					APIBase:   p.DeepSeek.APIBase,
+					Proxy:     p.DeepSeek.Proxy,
+				}, true
+			},
+		},
+		{
+			providerNames: []string{"cerebras"},
+			protocol:      "cerebras",
+			buildConfig: func(p ProvidersConfig) (ModelConfig, bool) {
+				if p.Cerebras.APIKey == "" && p.Cerebras.APIBase == "" {
+					return ModelConfig{}, false
+				}
+				return ModelConfig{
+					ModelName: "cerebras",
+					Model:     "cerebras/llama-3.3-70b",
+					APIKey:    p.Cerebras.APIKey,
+					APIBase:   p.Cerebras.APIBase,
+					Proxy:     p.Cerebras.Proxy,
+				}, true
+			},
+		},
+		{
+			providerNames: []string{"volcengine", "doubao"},
+			protocol:      "volcengine",
+			buildConfig: func(p ProvidersConfig) (ModelConfig, bool) {
+				if p.VolcEngine.APIKey == "" && p.VolcEngine.APIBase == "" {
+					return ModelConfig{}, false
+				}
+				return ModelConfig{
+					ModelName: "volcengine",
+					Model:     "volcengine/doubao-pro",
+					APIKey:    p.VolcEngine.APIKey,
+					APIBase:   p.VolcEngine.APIBase,
+					Proxy:     p.VolcEngine.Proxy,
+				}, true
+			},
+		},
+		{
+			providerNames: []string{"github_copilot", "copilot"},
+			protocol:      "github-copilot",
+			buildConfig: func(p ProvidersConfig) (ModelConfig, bool) {
+				if p.GitHubCopilot.APIKey == "" && p.GitHubCopilot.APIBase == "" && p.GitHubCopilot.ConnectMode == "" {
+					return ModelConfig{}, false
+				}
+				return ModelConfig{
+					ModelName:   "github-copilot",
+					Model:       "github-copilot/gpt-5.2",
+					APIBase:     p.GitHubCopilot.APIBase,
+					ConnectMode: p.GitHubCopilot.ConnectMode,
+				}, true
+			},
+		},
+		{
+			providerNames: []string{"antigravity"},
+			protocol:      "antigravity",
+			buildConfig: func(p ProvidersConfig) (ModelConfig, bool) {
+				if p.Antigravity.APIKey == "" && p.Antigravity.AuthMethod == "" {
+					return ModelConfig{}, false
+				}
+				return ModelConfig{
+					ModelName:  "antigravity",
+					Model:      "antigravity/gemini-2.0-flash",
+					APIKey:     p.Antigravity.APIKey,
+					AuthMethod: p.Antigravity.AuthMethod,
+				}, true
+			},
+		},
+		{
+			providerNames: []string{"qwen", "tongyi"},
+			protocol:      "qwen",
+			buildConfig: func(p ProvidersConfig) (ModelConfig, bool) {
+				if p.Qwen.APIKey == "" && p.Qwen.APIBase == "" {
+					return ModelConfig{}, false
+				}
+				return ModelConfig{
+					ModelName: "qwen",
+					Model:     "qwen/qwen-max",
+					APIKey:    p.Qwen.APIKey,
+					APIBase:   p.Qwen.APIBase,
+					Proxy:     p.Qwen.Proxy,
+				}, true
+			},
+		},
+	}
+
+	// Process each provider migration
+	for _, m := range migrations {
+		mc, ok := m.buildConfig(p)
+		if !ok {
+			continue
+		}
+
+		// Check if this is the user's configured provider
+		if slices.Contains(m.providerNames, userProvider) && userModel != "" {
+			// Use the user's configured model instead of default
+			mc.Model = buildModelWithProtocol(m.protocol, userModel)
+		} else if userProvider == "" && userModel != "" && !legacyModelNameApplied {
+			// Legacy config: no explicit provider field but model is specified
+			// Use userModel as ModelName for the FIRST provider so GetModelConfig(model) can find it
+			// This maintains backward compatibility with old configs that relied on implicit provider selection
+			mc.ModelName = userModel
+			mc.Model = buildModelWithProtocol(m.protocol, userModel)
+			legacyModelNameApplied = true
+		}
+
+		result = append(result, mc)
+	}
+
+	return result
+}

pkg/config/migration_test.go

@@ -0,0 +1,551 @@
+// PicoClaw - Ultra-lightweight personal AI agent
+// License: MIT
+//
+// Copyright (c) 2026 PicoClaw contributors
+
+package config
+
+import (
+	"strings"
+	"testing"
+)
+
+func TestConvertProvidersToModelList_OpenAI(t *testing.T) {
+	cfg := &Config{
+		Providers: ProvidersConfig{
+			OpenAI: OpenAIProviderConfig{
+				ProviderConfig: ProviderConfig{
+					APIKey:  "sk-test-key",
+					APIBase: "https://custom.api.com/v1",
+				},
+			},
+		},
+	}
+
+	result := ConvertProvidersToModelList(cfg)
+
+	if len(result) != 1 {
+		t.Fatalf("len(result) = %d, want 1", len(result))
+	}
+
+	if result[0].ModelName != "openai" {
+		t.Errorf("ModelName = %q, want %q", result[0].ModelName, "openai")
+	}
+	if result[0].Model != "openai/gpt-5.2" {
+		t.Errorf("Model = %q, want %q", result[0].Model, "openai/gpt-5.2")
+	}
+	if result[0].APIKey != "sk-test-key" {
+		t.Errorf("APIKey = %q, want %q", result[0].APIKey, "sk-test-key")
+	}
+}
+
+func TestConvertProvidersToModelList_Anthropic(t *testing.T) {
+	cfg := &Config{
+		Providers: ProvidersConfig{
+			Anthropic: ProviderConfig{
+				APIKey:  "ant-key",
+				APIBase: "https://custom.anthropic.com",
+			},
+		},
+	}
+
+	result := ConvertProvidersToModelList(cfg)
+
+	if len(result) != 1 {
+		t.Fatalf("len(result) = %d, want 1", len(result))
+	}
+
+	if result[0].ModelName != "anthropic" {
+		t.Errorf("ModelName = %q, want %q", result[0].ModelName, "anthropic")
+	}
+	if result[0].Model != "anthropic/claude-sonnet-4.6" {
+		t.Errorf("Model = %q, want %q", result[0].Model, "anthropic/claude-sonnet-4.6")
+	}
+}
+
+func TestConvertProvidersToModelList_Multiple(t *testing.T) {
+	cfg := &Config{
+		Providers: ProvidersConfig{
+			OpenAI: OpenAIProviderConfig{ProviderConfig: ProviderConfig{APIKey: "openai-key"}},
+			Groq:   ProviderConfig{APIKey: "groq-key"},
+			Zhipu:  ProviderConfig{APIKey: "zhipu-key"},
+		},
+	}
+
+	result := ConvertProvidersToModelList(cfg)
+
+	if len(result) != 3 {
+		t.Fatalf("len(result) = %d, want 3", len(result))
+	}
+
+	// Check that all providers are present
+	found := make(map[string]bool)
+	for _, mc := range result {
+		found[mc.ModelName] = true
+	}
+
+	for _, name := range []string{"openai", "groq", "zhipu"} {
+		if !found[name] {
+			t.Errorf("Missing provider %q in result", name)
+		}
+	}
+}
+
+func TestConvertProvidersToModelList_Empty(t *testing.T) {
+	cfg := &Config{
+		Providers: ProvidersConfig{},
+	}
+
+	result := ConvertProvidersToModelList(cfg)
+
+	if len(result) != 0 {
+		t.Errorf("len(result) = %d, want 0", len(result))
+	}
+}
+
+func TestConvertProvidersToModelList_Nil(t *testing.T) {
+	result := ConvertProvidersToModelList(nil)
+
+	if result != nil {
+		t.Errorf("result = %v, want nil", result)
+	}
+}
+
+func TestConvertProvidersToModelList_AllProviders(t *testing.T) {
+	cfg := &Config{
+		Providers: ProvidersConfig{
+			OpenAI:        OpenAIProviderConfig{ProviderConfig: ProviderConfig{APIKey: "key1"}},
+			Anthropic:     ProviderConfig{APIKey: "key2"},
+			OpenRouter:    ProviderConfig{APIKey: "key3"},
+			Groq:          ProviderConfig{APIKey: "key4"},
+			Zhipu:         ProviderConfig{APIKey: "key5"},
+			VLLM:          ProviderConfig{APIKey: "key6"},
+			Gemini:        ProviderConfig{APIKey: "key7"},
+			Nvidia:        ProviderConfig{APIKey: "key8"},
+			Ollama:        ProviderConfig{APIKey: "key9"},
+			Moonshot:      ProviderConfig{APIKey: "key10"},
+			ShengSuanYun:  ProviderConfig{APIKey: "key11"},
+			DeepSeek:      ProviderConfig{APIKey: "key12"},
+			Cerebras:      ProviderConfig{APIKey: "key13"},
+			VolcEngine:    ProviderConfig{APIKey: "key14"},
+			GitHubCopilot: ProviderConfig{ConnectMode: "grpc"},
+			Antigravity:   ProviderConfig{AuthMethod: "oauth"},
+			Qwen:          ProviderConfig{APIKey: "key17"},
+		},
+	}
+
+	result := ConvertProvidersToModelList(cfg)
+
+	// All 17 providers should be converted
+	if len(result) != 17 {
+		t.Errorf("len(result) = %d, want 17", len(result))
+	}
+}
+
+func TestConvertProvidersToModelList_Proxy(t *testing.T) {
+	cfg := &Config{
+		Providers: ProvidersConfig{
+			OpenAI: OpenAIProviderConfig{
+				ProviderConfig: ProviderConfig{
+					APIKey: "key",
+					Proxy:  "http://proxy:8080",
+				},
+			},
+		},
+	}
+
+	result := ConvertProvidersToModelList(cfg)
+
+	if len(result) != 1 {
+		t.Fatalf("len(result) = %d, want 1", len(result))
+	}
+
+	if result[0].Proxy != "http://proxy:8080" {
+		t.Errorf("Proxy = %q, want %q", result[0].Proxy, "http://proxy:8080")
+	}
+}
+
+func TestConvertProvidersToModelList_AuthMethod(t *testing.T) {
+	cfg := &Config{
+		Providers: ProvidersConfig{
+			OpenAI: OpenAIProviderConfig{
+				ProviderConfig: ProviderConfig{
+					AuthMethod: "oauth",
+				},
+			},
+		},
+	}
+
+	result := ConvertProvidersToModelList(cfg)
+
+	if len(result) != 0 {
+		t.Errorf("len(result) = %d, want 0 (AuthMethod alone should not create entry)", len(result))
+	}
+}
+
+// Tests for preserving user's configured model during migration
+
+func TestConvertProvidersToModelList_PreservesUserModel_DeepSeek(t *testing.T) {
+	cfg := &Config{
+		Agents: AgentsConfig{
+			Defaults: AgentDefaults{
+				Provider: "deepseek",
+				Model:    "deepseek-reasoner",
+			},
+		},
+		Providers: ProvidersConfig{
+			DeepSeek: ProviderConfig{APIKey: "sk-deepseek"},
+		},
+	}
+
+	result := ConvertProvidersToModelList(cfg)
+
+	if len(result) != 1 {
+		t.Fatalf("len(result) = %d, want 1", len(result))
+	}
+
+	// Should use user's model, not default
+	if result[0].Model != "deepseek/deepseek-reasoner" {
+		t.Errorf("Model = %q, want %q (user's configured model)", result[0].Model, "deepseek/deepseek-reasoner")
+	}
+}
+
+func TestConvertProvidersToModelList_PreservesUserModel_OpenAI(t *testing.T) {
+	cfg := &Config{
+		Agents: AgentsConfig{
+			Defaults: AgentDefaults{
+				Provider: "openai",
+				Model:    "gpt-4-turbo",
+			},
+		},
+		Providers: ProvidersConfig{
+			OpenAI: OpenAIProviderConfig{ProviderConfig: ProviderConfig{APIKey: "sk-openai"}},
+		},
+	}
+
+	result := ConvertProvidersToModelList(cfg)
+
+	if len(result) != 1 {
+		t.Fatalf("len(result) = %d, want 1", len(result))
+	}
+
+	if result[0].Model != "openai/gpt-4-turbo" {
+		t.Errorf("Model = %q, want %q", result[0].Model, "openai/gpt-4-turbo")
+	}
+}
+
+func TestConvertProvidersToModelList_PreservesUserModel_Anthropic(t *testing.T) {
+	cfg := &Config{
+		Agents: AgentsConfig{
+			Defaults: AgentDefaults{
+				Provider: "claude", // alternative name
+				Model:    "claude-opus-4-20250514",
+			},
+		},
+		Providers: ProvidersConfig{
+			Anthropic: ProviderConfig{APIKey: "sk-ant"},
+		},
+	}
+
+	result := ConvertProvidersToModelList(cfg)
+
+	if len(result) != 1 {
+		t.Fatalf("len(result) = %d, want 1", len(result))
+	}
+
+	if result[0].Model != "anthropic/claude-opus-4-20250514" {
+		t.Errorf("Model = %q, want %q", result[0].Model, "anthropic/claude-opus-4-20250514")
+	}
+}
+
+func TestConvertProvidersToModelList_PreservesUserModel_Qwen(t *testing.T) {
+	cfg := &Config{
+		Agents: AgentsConfig{
+			Defaults: AgentDefaults{
+				Provider: "qwen",
+				Model:    "qwen-plus",
+			},
+		},
+		Providers: ProvidersConfig{
+			Qwen: ProviderConfig{APIKey: "sk-qwen"},
+		},
+	}
+
+	result := ConvertProvidersToModelList(cfg)
+
+	if len(result) != 1 {
+		t.Fatalf("len(result) = %d, want 1", len(result))
+	}
+
+	if result[0].Model != "qwen/qwen-plus" {
+		t.Errorf("Model = %q, want %q", result[0].Model, "qwen/qwen-plus")
+	}
+}
+
+func TestConvertProvidersToModelList_UsesDefaultWhenNoUserModel(t *testing.T) {
+	cfg := &Config{
+		Agents: AgentsConfig{
+			Defaults: AgentDefaults{
+				Provider: "deepseek",
+				Model:    "", // no model specified
+			},
+		},
+		Providers: ProvidersConfig{
+			DeepSeek: ProviderConfig{APIKey: "sk-deepseek"},
+		},
+	}
+
+	result := ConvertProvidersToModelList(cfg)
+
+	if len(result) != 1 {
+		t.Fatalf("len(result) = %d, want 1", len(result))
+	}
+
+	// Should use default model
+	if result[0].Model != "deepseek/deepseek-chat" {
+		t.Errorf("Model = %q, want %q (default)", result[0].Model, "deepseek/deepseek-chat")
+	}
+}
+
+func TestConvertProvidersToModelList_MultipleProviders_PreservesUserModel(t *testing.T) {
+	cfg := &Config{
+		Agents: AgentsConfig{
+			Defaults: AgentDefaults{
+				Provider: "deepseek",
+				Model:    "deepseek-reasoner",
+			},
+		},
+		Providers: ProvidersConfig{
+			OpenAI:   OpenAIProviderConfig{ProviderConfig: ProviderConfig{APIKey: "sk-openai"}},
+			DeepSeek: ProviderConfig{APIKey: "sk-deepseek"},
+		},
+	}
+
+	result := ConvertProvidersToModelList(cfg)
+
+	if len(result) != 2 {
+		t.Fatalf("len(result) = %d, want 2", len(result))
+	}
+
+	// Find each provider and verify model
+	for _, mc := range result {
+		switch mc.ModelName {
+		case "openai":
+			if mc.Model != "openai/gpt-5.2" {
+				t.Errorf("OpenAI Model = %q, want %q (default)", mc.Model, "openai/gpt-5.2")
+			}
+		case "deepseek":
+			if mc.Model != "deepseek/deepseek-reasoner" {
+				t.Errorf("DeepSeek Model = %q, want %q (user's)", mc.Model, "deepseek/deepseek-reasoner")
+			}
+		}
+	}
+}
+
+func TestConvertProvidersToModelList_ProviderNameAliases(t *testing.T) {
+	tests := []struct {
+		providerAlias string
+		expectedModel string
+		provider      ProviderConfig
+	}{
+		{"gpt", "openai/gpt-4-custom", ProviderConfig{APIKey: "key"}},
+		{"claude", "anthropic/claude-custom", ProviderConfig{APIKey: "key"}},
+		{"doubao", "volcengine/doubao-custom", ProviderConfig{APIKey: "key"}},
+		{"tongyi", "qwen/qwen-custom", ProviderConfig{APIKey: "key"}},
+		{"kimi", "moonshot/kimi-custom", ProviderConfig{APIKey: "key"}},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.providerAlias, func(t *testing.T) {
+			cfg := &Config{
+				Agents: AgentsConfig{
+					Defaults: AgentDefaults{
+						Provider: tt.providerAlias,
+						Model:    strings.TrimPrefix(tt.expectedModel, tt.expectedModel[:strings.Index(tt.expectedModel, "/")+1]),
+					},
+				},
+				Providers: ProvidersConfig{},
+			}
+
+			// Set the appropriate provider config
+			switch tt.providerAlias {
+			case "gpt":
+				cfg.Providers.OpenAI = OpenAIProviderConfig{ProviderConfig: tt.provider}
+			case "claude":
+				cfg.Providers.Anthropic = tt.provider
+			case "doubao":
+				cfg.Providers.VolcEngine = tt.provider
+			case "tongyi":
+				cfg.Providers.Qwen = tt.provider
+			case "kimi":
+				cfg.Providers.Moonshot = tt.provider
+			}
+
+			// Need to fix the model name in config
+			cfg.Agents.Defaults.Model = strings.TrimPrefix(tt.expectedModel, tt.expectedModel[:strings.Index(tt.expectedModel, "/")+1])
+
+			result := ConvertProvidersToModelList(cfg)
+			if len(result) != 1 {
+				t.Fatalf("len(result) = %d, want 1", len(result))
+			}
+
+			// Extract just the model ID part (after the first /)
+			expectedModelID := tt.expectedModel
+			if result[0].Model != expectedModelID {
+				t.Errorf("Model = %q, want %q", result[0].Model, expectedModelID)
+			}
+		})
+	}
+}
+
+// Test for backward compatibility: single provider without explicit provider field
+// This matches the legacy config pattern where users only set model, not provider
+
+func TestConvertProvidersToModelList_NoProviderField_SingleProvider(t *testing.T) {
+	// This matches the user's actual config:
+	// - No provider field set
+	// - model = "glm-4.7"
+	// - Only zhipu has API key configured
+	cfg := &Config{
+		Agents: AgentsConfig{
+			Defaults: AgentDefaults{
+				Provider: "", // Not set
+				Model:    "glm-4.7",
+			},
+		},
+		Providers: ProvidersConfig{
+			Zhipu: ProviderConfig{APIKey: "test-zhipu-key"},
+		},
+	}
+
+	result := ConvertProvidersToModelList(cfg)
+
+	if len(result) != 1 {
+		t.Fatalf("len(result) = %d, want 1", len(result))
+	}
+
+	// ModelName should be the user's model value for backward compatibility
+	if result[0].ModelName != "glm-4.7" {
+		t.Errorf("ModelName = %q, want %q (user's model for backward compatibility)", result[0].ModelName, "glm-4.7")
+	}
+
+	// Model should use the user's model with protocol prefix
+	if result[0].Model != "zhipu/glm-4.7" {
+		t.Errorf("Model = %q, want %q", result[0].Model, "zhipu/glm-4.7")
+	}
+}
+
+func TestConvertProvidersToModelList_NoProviderField_MultipleProviders(t *testing.T) {
+	// When multiple providers are configured but no provider field is set,
+	// the FIRST provider (in migration order) will use userModel as ModelName
+	// for backward compatibility with legacy implicit provider selection
+	cfg := &Config{
+		Agents: AgentsConfig{
+			Defaults: AgentDefaults{
+				Provider: "", // Not set
+				Model:    "some-model",
+			},
+		},
+		Providers: ProvidersConfig{
+			OpenAI: OpenAIProviderConfig{ProviderConfig: ProviderConfig{APIKey: "openai-key"}},
+			Zhipu:  ProviderConfig{APIKey: "zhipu-key"},
+		},
+	}
+
+	result := ConvertProvidersToModelList(cfg)
+
+	if len(result) != 2 {
+		t.Fatalf("len(result) = %d, want 2", len(result))
+	}
+
+	// The first provider (OpenAI in migration order) should use userModel as ModelName
+	// This ensures GetModelConfig("some-model") will find it
+	if result[0].ModelName != "some-model" {
+		t.Errorf("First provider ModelName = %q, want %q", result[0].ModelName, "some-model")
+	}
+
+	// Other providers should use provider name as ModelName
+	if result[1].ModelName != "zhipu" {
+		t.Errorf("Second provider ModelName = %q, want %q", result[1].ModelName, "zhipu")
+	}
+}
+
+func TestConvertProvidersToModelList_NoProviderField_NoModel(t *testing.T) {
+	// Edge case: no provider, no model
+	cfg := &Config{
+		Agents: AgentsConfig{
+			Defaults: AgentDefaults{
+				Provider: "",
+				Model:    "",
+			},
+		},
+		Providers: ProvidersConfig{
+			Zhipu: ProviderConfig{APIKey: "zhipu-key"},
+		},
+	}
+
+	result := ConvertProvidersToModelList(cfg)
+
+	if len(result) != 1 {
+		t.Fatalf("len(result) = %d, want 1", len(result))
+	}
+
+	// Should use default provider name since no model is specified
+	if result[0].ModelName != "zhipu" {
+		t.Errorf("ModelName = %q, want %q", result[0].ModelName, "zhipu")
+	}
+}
+
+// Tests for buildModelWithProtocol helper function
+
+func TestBuildModelWithProtocol_NoPrefix(t *testing.T) {
+	result := buildModelWithProtocol("openai", "gpt-5.2")
+	if result != "openai/gpt-5.2" {
+		t.Errorf("buildModelWithProtocol(openai, gpt-5.2) = %q, want %q", result, "openai/gpt-5.2")
+	}
+}
+
+func TestBuildModelWithProtocol_AlreadyHasPrefix(t *testing.T) {
+	result := buildModelWithProtocol("openrouter", "openrouter/auto")
+	if result != "openrouter/auto" {
+		t.Errorf("buildModelWithProtocol(openrouter, openrouter/auto) = %q, want %q", result, "openrouter/auto")
+	}
+}
+
+func TestBuildModelWithProtocol_DifferentPrefix(t *testing.T) {
+	result := buildModelWithProtocol("anthropic", "openrouter/claude-sonnet-4.6")
+	if result != "openrouter/claude-sonnet-4.6" {
+		t.Errorf("buildModelWithProtocol(anthropic, openrouter/claude-sonnet-4.6) = %q, want %q", result, "openrouter/claude-sonnet-4.6")
+	}
+}
+
+// Test for legacy config with protocol prefix in model name
+func TestConvertProvidersToModelList_LegacyModelWithProtocolPrefix(t *testing.T) {
+	cfg := &Config{
+		Agents: AgentsConfig{
+			Defaults: AgentDefaults{
+				Provider: "",                // No explicit provider
+				Model:    "openrouter/auto", // Model already has protocol prefix
+			},
+		},
+		Providers: ProvidersConfig{
+			OpenRouter: ProviderConfig{APIKey: "sk-or-test"},
+		},
+	}
+
+	result := ConvertProvidersToModelList(cfg)
+
+	if len(result) < 1 {
+		t.Fatalf("len(result) = %d, want at least 1", len(result))
+	}
+
+	// First provider should use userModel as ModelName for backward compatibility
+	if result[0].ModelName != "openrouter/auto" {
+		t.Errorf("ModelName = %q, want %q", result[0].ModelName, "openrouter/auto")
+	}
+
+	// Model should NOT have duplicated prefix
+	if result[0].Model != "openrouter/auto" {
+		t.Errorf("Model = %q, want %q (should not duplicate prefix)", result[0].Model, "openrouter/auto")
+	}
+}

pkg/config/model_config_test.go

@@ -0,0 +1,235 @@
+// PicoClaw - Ultra-lightweight personal AI agent
+// License: MIT
+//
+// Copyright (c) 2026 PicoClaw contributors
+
+package config
+
+import (
+	"strings"
+	"sync"
+	"testing"
+)
+
+func TestGetModelConfig_Found(t *testing.T) {
+	cfg := &Config{
+		ModelList: []ModelConfig{
+			{ModelName: "test-model", Model: "openai/gpt-4o", APIKey: "key1"},
+			{ModelName: "other-model", Model: "anthropic/claude", APIKey: "key2"},
+		},
+	}
+
+	result, err := cfg.GetModelConfig("test-model")
+	if err != nil {
+		t.Fatalf("GetModelConfig() error = %v", err)
+	}
+	if result.Model != "openai/gpt-4o" {
+		t.Errorf("Model = %q, want %q", result.Model, "openai/gpt-4o")
+	}
+}
+
+func TestGetModelConfig_NotFound(t *testing.T) {
+	cfg := &Config{
+		ModelList: []ModelConfig{
+			{ModelName: "test-model", Model: "openai/gpt-4o", APIKey: "key1"},
+		},
+	}
+
+	_, err := cfg.GetModelConfig("nonexistent")
+	if err == nil {
+		t.Fatal("GetModelConfig() expected error for nonexistent model")
+	}
+}
+
+func TestGetModelConfig_EmptyList(t *testing.T) {
+	cfg := &Config{
+		ModelList: []ModelConfig{},
+	}
+
+	_, err := cfg.GetModelConfig("any-model")
+	if err == nil {
+		t.Fatal("GetModelConfig() expected error for empty model list")
+	}
+}
+
+func TestGetModelConfig_RoundRobin(t *testing.T) {
+	cfg := &Config{
+		ModelList: []ModelConfig{
+			{ModelName: "lb-model", Model: "openai/gpt-4o-1", APIKey: "key1"},
+			{ModelName: "lb-model", Model: "openai/gpt-4o-2", APIKey: "key2"},
+			{ModelName: "lb-model", Model: "openai/gpt-4o-3", APIKey: "key3"},
+		},
+	}
+
+	// Test round-robin distribution
+	results := make(map[string]int)
+	for i := 0; i < 30; i++ {
+		result, err := cfg.GetModelConfig("lb-model")
+		if err != nil {
+			t.Fatalf("GetModelConfig() error = %v", err)
+		}
+		results[result.Model]++
+	}
+
+	// Each model should appear roughly 10 times (30 calls / 3 models)
+	for model, count := range results {
+		if count < 5 || count > 15 {
+			t.Errorf("Model %s appeared %d times, expected ~10", model, count)
+		}
+	}
+}
+
+func TestGetModelConfig_Concurrent(t *testing.T) {
+	cfg := &Config{
+		ModelList: []ModelConfig{
+			{ModelName: "concurrent-model", Model: "openai/gpt-4o-1", APIKey: "key1"},
+			{ModelName: "concurrent-model", Model: "openai/gpt-4o-2", APIKey: "key2"},
+		},
+	}
+
+	const goroutines = 100
+	const iterations = 10
+
+	var wg sync.WaitGroup
+	errors := make(chan error, goroutines*iterations)
+
+	for i := 0; i < goroutines; i++ {
+		wg.Add(1)
+		go func() {
+			defer wg.Done()
+			for j := 0; j < iterations; j++ {
+				_, err := cfg.GetModelConfig("concurrent-model")
+				if err != nil {
+					errors <- err
+				}
+			}
+		}()
+	}
+
+	wg.Wait()
+	close(errors)
+
+	for err := range errors {
+		t.Errorf("Concurrent GetModelConfig() error: %v", err)
+	}
+}
+
+func TestModelConfig_Validate(t *testing.T) {
+	tests := []struct {
+		name    string
+		config  ModelConfig
+		wantErr bool
+	}{
+		{
+			name: "valid config",
+			config: ModelConfig{
+				ModelName: "test",
+				Model:     "openai/gpt-4o",
+			},
+			wantErr: false,
+		},
+		{
+			name: "missing model_name",
+			config: ModelConfig{
+				Model: "openai/gpt-4o",
+			},
+			wantErr: true,
+		},
+		{
+			name: "missing model",
+			config: ModelConfig{
+				ModelName: "test",
+			},
+			wantErr: true,
+		},
+		{
+			name:    "empty config",
+			config:  ModelConfig{},
+			wantErr: true,
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			err := tt.config.Validate()
+			if (err != nil) != tt.wantErr {
+				t.Errorf("Validate() error = %v, wantErr %v", err, tt.wantErr)
+			}
+		})
+	}
+}
+
+func TestConfig_ValidateModelList(t *testing.T) {
+	tests := []struct {
+		name    string
+		config  *Config
+		wantErr bool
+		errMsg  string // partial error message to check
+	}{
+		{
+			name: "valid list",
+			config: &Config{
+				ModelList: []ModelConfig{
+					{ModelName: "test1", Model: "openai/gpt-4o"},
+					{ModelName: "test2", Model: "anthropic/claude"},
+				},
+			},
+			wantErr: false,
+		},
+		{
+			name: "invalid entry",
+			config: &Config{
+				ModelList: []ModelConfig{
+					{ModelName: "test1", Model: "openai/gpt-4o"},
+					{ModelName: "", Model: "anthropic/claude"}, // missing model_name
+				},
+			},
+			wantErr: true,
+			errMsg:  "model_name is required",
+		},
+		{
+			name: "empty list",
+			config: &Config{
+				ModelList: []ModelConfig{},
+			},
+			wantErr: false,
+		},
+		{
+			// Load balancing: multiple entries with same model_name are allowed
+			name: "duplicate model_name for load balancing",
+			config: &Config{
+				ModelList: []ModelConfig{
+					{ModelName: "gpt-4", Model: "openai/gpt-4o", APIKey: "key1"},
+					{ModelName: "gpt-4", Model: "openai/gpt-4-turbo", APIKey: "key2"},
+				},
+			},
+			wantErr: false, // Changed: duplicates are allowed for load balancing
+		},
+		{
+			// Load balancing: non-adjacent entries with same model_name are also allowed
+			name: "duplicate model_name non-adjacent for load balancing",
+			config: &Config{
+				ModelList: []ModelConfig{
+					{ModelName: "model-a", Model: "openai/gpt-4o"},
+					{ModelName: "model-b", Model: "anthropic/claude"},
+					{ModelName: "model-a", Model: "openai/gpt-4-turbo"},
+				},
+			},
+			wantErr: false, // Changed: duplicates are allowed for load balancing
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			err := tt.config.ValidateModelList()
+			if (err != nil) != tt.wantErr {
+				t.Errorf("ValidateModelList() error = %v, wantErr %v", err, tt.wantErr)
+			}
+			if err != nil && tt.errMsg != "" {
+				if !strings.Contains(err.Error(), tt.errMsg) {
+					t.Errorf("ValidateModelList() error = %v, want error containing %q", err, tt.errMsg)
+				}
+			}
+		})
+	}
+}

pkg/constants/channels.go

@@ -1,15 +1,16 @@
 // Package constants provides shared constants across the codebase.
 package constants
 
-// InternalChannels defines channels that are used for internal communication
+// internalChannels defines channels that are used for internal communication
 // and should not be exposed to external users or recorded as last active channel.
-var InternalChannels = map[string]bool{
+var internalChannels = map[string]struct{}{
-	"cli":      true,
+	"cli":      {},
-	"system":   true,
+	"system":   {},
-	"subagent": true,
+	"subagent": {},
 }
 
 // IsInternalChannel returns true if the channel is an internal channel.
 func IsInternalChannel(channel string) bool {
-	return InternalChannels[channel]
+	_, found := internalChannels[channel]
+	return found
 }

pkg/migrate/config.go

@@ -12,13 +12,16 @@ import (
 )
 
 var supportedProviders = map[string]bool{
-	"anthropic":  true,
+	"anthropic":      true,
-	"openai":     true,
+	"openai":         true,
-	"openrouter": true,
+	"openrouter":     true,
-	"groq":       true,
+	"groq":           true,
-	"zhipu":      true,
+	"zhipu":          true,
-	"vllm":       true,
+	"vllm":           true,
-	"gemini":     true,
+	"gemini":         true,
+	"qwen":           true,
+	"deepseek":       true,
+	"github_copilot": true,
 }
 
 var supportedChannels = map[string]bool{
@@ -76,7 +79,7 @@ func ConvertConfig(data map[string]interface{}) (*config.Config, []string, error
 				cfg.Agents.Defaults.MaxTokens = int(v)
 			}
 			if v, ok := getFloat(defaults, "temperature"); ok {
-				cfg.Agents.Defaults.Temperature = v
+				cfg.Agents.Defaults.Temperature = &v
 			}
 			if v, ok := getFloat(defaults, "max_tool_iterations"); ok {
 				cfg.Agents.Defaults.MaxToolIterations = int(v)
@@ -263,6 +266,15 @@ func MergeConfig(existing, incoming *config.Config) *config.Config {
 	if existing.Providers.Gemini.APIKey == "" {
 		existing.Providers.Gemini = incoming.Providers.Gemini
 	}
+	if existing.Providers.DeepSeek.APIKey == "" {
+		existing.Providers.DeepSeek = incoming.Providers.DeepSeek
+	}
+	if existing.Providers.GitHubCopilot.APIBase == "" {
+		existing.Providers.GitHubCopilot = incoming.Providers.GitHubCopilot
+	}
+	if existing.Providers.Qwen.APIKey == "" {
+		existing.Providers.Qwen = incoming.Providers.Qwen
+	}
 
 	if !existing.Channels.Telegram.Enabled && incoming.Channels.Telegram.Enabled {
 		existing.Channels.Telegram = incoming.Channels.Telegram

pkg/migrate/migrate_test.go

@@ -180,8 +180,8 @@ func TestConvertConfig(t *testing.T) {
 	t.Run("unsupported provider warning", func(t *testing.T) {
 		data := map[string]interface{}{
 			"providers": map[string]interface{}{
-				"deepseek": map[string]interface{}{
+				"unknown_provider": map[string]interface{}{
-					"api_key": "sk-deep-test",
+					"api_key": "sk-test",
 				},
 			},
 		}
@@ -193,7 +193,7 @@ func TestConvertConfig(t *testing.T) {
 		if len(warnings) != 1 {
 			t.Fatalf("expected 1 warning, got %d", len(warnings))
 		}
-		if warnings[0] != "Provider 'deepseek' not supported in PicoClaw, skipping" {
+		if warnings[0] != "Provider 'unknown_provider' not supported in PicoClaw, skipping" {
 			t.Errorf("unexpected warning: %s", warnings[0])
 		}
 	})
@@ -275,8 +275,11 @@ func TestConvertConfig(t *testing.T) {
 		if cfg.Agents.Defaults.MaxTokens != 4096 {
 			t.Errorf("MaxTokens = %d, want %d", cfg.Agents.Defaults.MaxTokens, 4096)
 		}
-		if cfg.Agents.Defaults.Temperature != 0.5 {
+		if cfg.Agents.Defaults.Temperature == nil {
-			t.Errorf("Temperature = %f, want %f", cfg.Agents.Defaults.Temperature, 0.5)
+			t.Fatalf("Temperature is nil, want %f", 0.5)
+		}
+		if *cfg.Agents.Defaults.Temperature != 0.5 {
+			t.Errorf("Temperature = %f, want %f", *cfg.Agents.Defaults.Temperature, 0.5)
 		}
 		if cfg.Agents.Defaults.Workspace != "~/.picoclaw/workspace" {
 			t.Errorf("Workspace = %q, want %q", cfg.Agents.Defaults.Workspace, "~/.picoclaw/workspace")

pkg/providers/anthropic/provider.go

@@ -85,7 +85,7 @@ func (p *Provider) Chat(ctx context.Context, messages []Message, tools []ToolDef
 }
 
 func (p *Provider) GetDefaultModel() string {
-	return "claude-sonnet-4-5-20250929"
+	return "claude-sonnet-4.6"
 }
 
 func (p *Provider) BaseURL() string {

pkg/providers/anthropic/provider_test.go

@@ -15,14 +15,14 @@ func TestBuildParams_BasicMessage(t *testing.T) {
 	messages := []Message{
 		{Role: "user", Content: "Hello"},
 	}
-	params, err := buildParams(messages, nil, "claude-sonnet-4-5-20250929", map[string]interface{}{
+	params, err := buildParams(messages, nil, "claude-sonnet-4.6", map[string]interface{}{
 		"max_tokens": 1024,
 	})
 	if err != nil {
 		t.Fatalf("buildParams() error: %v", err)
 	}
-	if string(params.Model) != "claude-sonnet-4-5-20250929" {
+	if string(params.Model) != "claude-sonnet-4.6" {
-		t.Errorf("Model = %q, want %q", params.Model, "claude-sonnet-4-5-20250929")
+		t.Errorf("Model = %q, want %q", params.Model, "claude-sonnet-4.6")
 	}
 	if params.MaxTokens != 1024 {
 		t.Errorf("MaxTokens = %d, want 1024", params.MaxTokens)
@@ -37,7 +37,7 @@ func TestBuildParams_SystemMessage(t *testing.T) {
 		{Role: "system", Content: "You are helpful"},
 		{Role: "user", Content: "Hi"},
 	}
-	params, err := buildParams(messages, nil, "claude-sonnet-4-5-20250929", map[string]interface{}{})
+	params, err := buildParams(messages, nil, "claude-sonnet-4.6", map[string]interface{}{})
 	if err != nil {
 		t.Fatalf("buildParams() error: %v", err)
 	}
@@ -68,7 +68,7 @@ func TestBuildParams_ToolCallMessage(t *testing.T) {
 		},
 		{Role: "tool", Content: `{"temp": 72}`, ToolCallID: "call_1"},
 	}
-	params, err := buildParams(messages, nil, "claude-sonnet-4-5-20250929", map[string]interface{}{})
+	params, err := buildParams(messages, nil, "claude-sonnet-4.6", map[string]interface{}{})
 	if err != nil {
 		t.Fatalf("buildParams() error: %v", err)
 	}
@@ -94,7 +94,7 @@ func TestBuildParams_WithTools(t *testing.T) {
 			},
 		},
 	}
-	params, err := buildParams([]Message{{Role: "user", Content: "Hi"}}, tools, "claude-sonnet-4-5-20250929", map[string]interface{}{})
+	params, err := buildParams([]Message{{Role: "user", Content: "Hi"}}, tools, "claude-sonnet-4.6", map[string]interface{}{})
 	if err != nil {
 		t.Fatalf("buildParams() error: %v", err)
 	}
@@ -178,7 +178,7 @@ func TestProvider_ChatRoundTrip(t *testing.T) {
 
 	provider := NewProviderWithClient(createAnthropicTestClient(server.URL, "test-token"))
 	messages := []Message{{Role: "user", Content: "Hello"}}
-	resp, err := provider.Chat(t.Context(), messages, nil, "claude-sonnet-4-5-20250929", map[string]interface{}{"max_tokens": 1024})
+	resp, err := provider.Chat(t.Context(), messages, nil, "claude-sonnet-4.6", map[string]interface{}{"max_tokens": 1024})
 	if err != nil {
 		t.Fatalf("Chat() error: %v", err)
 	}
@@ -195,8 +195,8 @@ func TestProvider_ChatRoundTrip(t *testing.T) {
 
 func TestProvider_GetDefaultModel(t *testing.T) {
 	p := NewProvider("test-token")
-	if got := p.GetDefaultModel(); got != "claude-sonnet-4-5-20250929" {
+	if got := p.GetDefaultModel(); got != "claude-sonnet-4.6" {
-		t.Errorf("GetDefaultModel() = %q, want %q", got, "claude-sonnet-4-5-20250929")
+		t.Errorf("GetDefaultModel() = %q, want %q", got, "claude-sonnet-4.6")
 	}
 }
 
@@ -247,7 +247,7 @@ func TestProvider_ChatUsesTokenSource(t *testing.T) {
 		return "refreshed-token", nil
 	}, server.URL)
 
-	_, err := p.Chat(t.Context(), []Message{{Role: "user", Content: "hello"}}, nil, "claude-sonnet-4-5-20250929", map[string]interface{}{})
+	_, err := p.Chat(t.Context(), []Message{{Role: "user", Content: "hello"}}, nil, "claude-sonnet-4.6", map[string]interface{}{})
 	if err != nil {
 		t.Fatalf("Chat() error: %v", err)
 	}

pkg/providers/antigravity_provider.go

@@ -0,0 +1,827 @@
+package providers
+
+import (
+	"bufio"
+	"bytes"
+	"context"
+	"encoding/json"
+	"fmt"
+	"io"
+	"math/rand"
+	"net/http"
+	"strings"
+	"time"
+
+	"github.com/sipeed/picoclaw/pkg/auth"
+	"github.com/sipeed/picoclaw/pkg/logger"
+)
+
+const (
+	antigravityBaseURL      = "https://cloudcode-pa.googleapis.com"
+	antigravityDefaultModel = "gemini-3-flash"
+	antigravityUserAgent    = "antigravity"
+	antigravityXGoogClient  = "google-cloud-sdk vscode_cloudshelleditor/0.1"
+	antigravityVersion      = "1.15.8"
+)
+
+// AntigravityProvider implements LLMProvider using Google's Cloud Code Assist (Antigravity) API.
+// This provider authenticates via Google OAuth and provides access to models like Claude and Gemini
+// through Google's infrastructure.
+type AntigravityProvider struct {
+	tokenSource func() (string, string, error) // Returns (accessToken, projectID, error)
+	httpClient  *http.Client
+}
+
+// NewAntigravityProvider creates a new Antigravity provider using stored auth credentials.
+func NewAntigravityProvider() *AntigravityProvider {
+	return &AntigravityProvider{
+		tokenSource: createAntigravityTokenSource(),
+		httpClient: &http.Client{
+			Timeout: 120 * time.Second,
+		},
+	}
+}
+
+// Chat implements LLMProvider.Chat using the Cloud Code Assist v1internal API.
+// The v1internal endpoint wraps the standard Gemini request in an envelope with
+// project, model, request, requestType, userAgent, and requestId fields.
+func (p *AntigravityProvider) Chat(ctx context.Context, messages []Message, tools []ToolDefinition, model string, options map[string]interface{}) (*LLMResponse, error) {
+	accessToken, projectID, err := p.tokenSource()
+	if err != nil {
+		return nil, fmt.Errorf("antigravity auth: %w", err)
+	}
+
+	if model == "" || model == "antigravity" || model == "google-antigravity" {
+		model = antigravityDefaultModel
+	}
+	// Strip provider prefixes if present
+	model = strings.TrimPrefix(model, "google-antigravity/")
+	model = strings.TrimPrefix(model, "antigravity/")
+
+	logger.DebugCF("provider.antigravity", "Starting chat", map[string]interface{}{
+		"model":     model,
+		"project":   projectID,
+		"requestId": fmt.Sprintf("agent-%d-%s", time.Now().UnixMilli(), randomString(9)),
+	})
+
+	// Build the inner Gemini-format request
+	innerRequest := p.buildRequest(messages, tools, model, options)
+
+	// Wrap in v1internal envelope (matches pi-ai SDK format)
+	envelope := map[string]interface{}{
+		"project":     projectID,
+		"model":       model,
+		"request":     innerRequest,
+		"requestType": "agent",
+		"userAgent":   antigravityUserAgent,
+		"requestId":   fmt.Sprintf("agent-%d-%s", time.Now().UnixMilli(), randomString(9)),
+	}
+
+	bodyBytes, err := json.Marshal(envelope)
+	if err != nil {
+		return nil, fmt.Errorf("marshaling request: %w", err)
+	}
+
+	// Build API URL — uses Cloud Code Assist v1internal streaming endpoint
+	apiURL := fmt.Sprintf("%s/v1internal:streamGenerateContent?alt=sse", antigravityBaseURL)
+
+	req, err := http.NewRequestWithContext(ctx, "POST", apiURL, bytes.NewReader(bodyBytes))
+	if err != nil {
+		return nil, fmt.Errorf("creating request: %w", err)
+	}
+
+	// Headers matching the pi-ai SDK antigravity format
+	clientMetadata, _ := json.Marshal(map[string]string{
+		"ideType":    "IDE_UNSPECIFIED",
+		"platform":   "PLATFORM_UNSPECIFIED",
+		"pluginType": "GEMINI",
+	})
+	req.Header.Set("Authorization", "Bearer "+accessToken)
+	req.Header.Set("Content-Type", "application/json")
+	req.Header.Set("Accept", "text/event-stream")
+	req.Header.Set("User-Agent", fmt.Sprintf("antigravity/%s linux/amd64", antigravityVersion))
+	req.Header.Set("X-Goog-Api-Client", antigravityXGoogClient)
+	req.Header.Set("Client-Metadata", string(clientMetadata))
+
+	resp, err := p.httpClient.Do(req)
+	if err != nil {
+		return nil, fmt.Errorf("antigravity API call: %w", err)
+	}
+	defer resp.Body.Close()
+
+	respBody, err := io.ReadAll(resp.Body)
+	if err != nil {
+		return nil, fmt.Errorf("reading response: %w", err)
+	}
+
+	if resp.StatusCode != http.StatusOK {
+		logger.ErrorCF("provider.antigravity", "API call failed", map[string]interface{}{
+			"status_code": resp.StatusCode,
+			"response":    string(respBody),
+			"model":       model,
+		})
+
+		return nil, p.parseAntigravityError(resp.StatusCode, respBody)
+	}
+
+	// Response is always SSE from streamGenerateContent — each line is "data: {...}"
+	// with a "response" wrapper containing the standard Gemini response
+	llmResp, err := p.parseSSEResponse(string(respBody))
+	if err != nil {
+		return nil, err
+	}
+
+	// Check for empty response (some models might return valid success but empty text)
+	if llmResp.Content == "" && len(llmResp.ToolCalls) == 0 {
+		return nil, fmt.Errorf("antigravity: model returned an empty response (this model might be invalid or restricted)")
+	}
+
+	return llmResp, nil
+}
+
+// GetDefaultModel returns the default model identifier.
+func (p *AntigravityProvider) GetDefaultModel() string {
+	return antigravityDefaultModel
+}
+
+// --- Request building ---
+
+type antigravityRequest struct {
+	Contents     []antigravityContent     `json:"contents"`
+	Tools        []antigravityTool        `json:"tools,omitempty"`
+	SystemPrompt *antigravitySystemPrompt `json:"systemInstruction,omitempty"`
+	Config       *antigravityGenConfig    `json:"generationConfig,omitempty"`
+}
+
+type antigravityContent struct {
+	Role  string            `json:"role"`
+	Parts []antigravityPart `json:"parts"`
+}
+
+type antigravityPart struct {
+	Text                  string                       `json:"text,omitempty"`
+	ThoughtSignature      string                       `json:"thoughtSignature,omitempty"`
+	ThoughtSignatureSnake string                       `json:"thought_signature,omitempty"`
+	FunctionCall          *antigravityFunctionCall     `json:"functionCall,omitempty"`
+	FunctionResponse      *antigravityFunctionResponse `json:"functionResponse,omitempty"`
+}
+
+type antigravityFunctionCall struct {
+	Name string                 `json:"name"`
+	Args map[string]interface{} `json:"args"`
+}
+
+type antigravityFunctionResponse struct {
+	Name     string                 `json:"name"`
+	Response map[string]interface{} `json:"response"`
+}
+
+type antigravityTool struct {
+	FunctionDeclarations []antigravityFuncDecl `json:"functionDeclarations"`
+}
+
+type antigravityFuncDecl struct {
+	Name        string      `json:"name"`
+	Description string      `json:"description,omitempty"`
+	Parameters  interface{} `json:"parameters,omitempty"`
+}
+
+type antigravitySystemPrompt struct {
+	Parts []antigravityPart `json:"parts"`
+}
+
+type antigravityGenConfig struct {
+	MaxOutputTokens int     `json:"maxOutputTokens,omitempty"`
+	Temperature     float64 `json:"temperature,omitempty"`
+}
+
+func (p *AntigravityProvider) buildRequest(messages []Message, tools []ToolDefinition, model string, options map[string]interface{}) antigravityRequest {
+	req := antigravityRequest{}
+	toolCallNames := make(map[string]string)
+
+	// Build contents from messages
+	for _, msg := range messages {
+		switch msg.Role {
+		case "system":
+			req.SystemPrompt = &antigravitySystemPrompt{
+				Parts: []antigravityPart{{Text: msg.Content}},
+			}
+		case "user":
+			if msg.ToolCallID != "" {
+				toolName := resolveToolResponseName(msg.ToolCallID, toolCallNames)
+				// Tool result
+				req.Contents = append(req.Contents, antigravityContent{
+					Role: "user",
+					Parts: []antigravityPart{{
+						FunctionResponse: &antigravityFunctionResponse{
+							Name: toolName,
+							Response: map[string]interface{}{
+								"result": msg.Content,
+							},
+						},
+					}},
+				})
+			} else {
+				req.Contents = append(req.Contents, antigravityContent{
+					Role:  "user",
+					Parts: []antigravityPart{{Text: msg.Content}},
+				})
+			}
+		case "assistant":
+			content := antigravityContent{
+				Role: "model",
+			}
+			if msg.Content != "" {
+				content.Parts = append(content.Parts, antigravityPart{Text: msg.Content})
+			}
+			for _, tc := range msg.ToolCalls {
+				toolName, toolArgs, thoughtSignature := normalizeStoredToolCall(tc)
+				if toolName == "" {
+					logger.WarnCF("provider.antigravity", "Skipping tool call with empty name in history", map[string]interface{}{
+						"tool_call_id": tc.ID,
+					})
+					continue
+				}
+				if tc.ID != "" {
+					toolCallNames[tc.ID] = toolName
+				}
+				content.Parts = append(content.Parts, antigravityPart{
+					ThoughtSignature:      thoughtSignature,
+					ThoughtSignatureSnake: thoughtSignature,
+					FunctionCall: &antigravityFunctionCall{
+						Name: toolName,
+						Args: toolArgs,
+					},
+				})
+			}
+			if len(content.Parts) > 0 {
+				req.Contents = append(req.Contents, content)
+			}
+		case "tool":
+			toolName := resolveToolResponseName(msg.ToolCallID, toolCallNames)
+			req.Contents = append(req.Contents, antigravityContent{
+				Role: "user",
+				Parts: []antigravityPart{{
+					FunctionResponse: &antigravityFunctionResponse{
+						Name: toolName,
+						Response: map[string]interface{}{
+							"result": msg.Content,
+						},
+					},
+				}},
+			})
+		}
+	}
+
+	// Build tools (sanitize schemas for Gemini compatibility)
+	if len(tools) > 0 {
+		var funcDecls []antigravityFuncDecl
+		for _, t := range tools {
+			if t.Type != "function" {
+				continue
+			}
+			params := sanitizeSchemaForGemini(t.Function.Parameters)
+			funcDecls = append(funcDecls, antigravityFuncDecl{
+				Name:        t.Function.Name,
+				Description: t.Function.Description,
+				Parameters:  params,
+			})
+		}
+		if len(funcDecls) > 0 {
+			req.Tools = []antigravityTool{{FunctionDeclarations: funcDecls}}
+		}
+	}
+
+	// Generation config
+	config := &antigravityGenConfig{}
+	if val, ok := options["max_tokens"]; ok {
+		if maxTokens, ok := val.(int); ok && maxTokens > 0 {
+			config.MaxOutputTokens = maxTokens
+		} else if maxTokens, ok := val.(float64); ok && maxTokens > 0 {
+			config.MaxOutputTokens = int(maxTokens)
+		}
+	}
+	if temp, ok := options["temperature"].(float64); ok {
+		config.Temperature = temp
+	}
+	if config.MaxOutputTokens > 0 || config.Temperature > 0 {
+		req.Config = config
+	}
+
+	return req
+}
+
+func normalizeStoredToolCall(tc ToolCall) (string, map[string]interface{}, string) {
+	name := tc.Name
+	args := tc.Arguments
+	thoughtSignature := ""
+
+	if name == "" && tc.Function != nil {
+		name = tc.Function.Name
+		thoughtSignature = tc.Function.ThoughtSignature
+	} else if tc.Function != nil {
+		thoughtSignature = tc.Function.ThoughtSignature
+	}
+
+	if args == nil {
+		args = map[string]interface{}{}
+	}
+
+	if len(args) == 0 && tc.Function != nil && tc.Function.Arguments != "" {
+		var parsed map[string]interface{}
+		if err := json.Unmarshal([]byte(tc.Function.Arguments), &parsed); err == nil && parsed != nil {
+			args = parsed
+		}
+	}
+
+	return name, args, thoughtSignature
+}
+
+func resolveToolResponseName(toolCallID string, toolCallNames map[string]string) string {
+	if toolCallID == "" {
+		return ""
+	}
+
+	if name, ok := toolCallNames[toolCallID]; ok && name != "" {
+		return name
+	}
+
+	return inferToolNameFromCallID(toolCallID)
+}
+
+func inferToolNameFromCallID(toolCallID string) string {
+	if !strings.HasPrefix(toolCallID, "call_") {
+		return toolCallID
+	}
+
+	rest := strings.TrimPrefix(toolCallID, "call_")
+	if idx := strings.LastIndex(rest, "_"); idx > 0 {
+		candidate := rest[:idx]
+		if candidate != "" {
+			return candidate
+		}
+	}
+
+	return toolCallID
+}
+
+// --- Response parsing ---
+
+type antigravityJSONResponse struct {
+	Candidates []struct {
+		Content struct {
+			Parts []struct {
+				Text                  string                   `json:"text,omitempty"`
+				ThoughtSignature      string                   `json:"thoughtSignature,omitempty"`
+				ThoughtSignatureSnake string                   `json:"thought_signature,omitempty"`
+				FunctionCall          *antigravityFunctionCall `json:"functionCall,omitempty"`
+			} `json:"parts"`
+			Role string `json:"role"`
+		} `json:"content"`
+		FinishReason string `json:"finishReason"`
+	} `json:"candidates"`
+	UsageMetadata struct {
+		PromptTokenCount     int `json:"promptTokenCount"`
+		CandidatesTokenCount int `json:"candidatesTokenCount"`
+		TotalTokenCount      int `json:"totalTokenCount"`
+	} `json:"usageMetadata"`
+}
+
+func (p *AntigravityProvider) parseJSONResponse(body []byte) (*LLMResponse, error) {
+	var resp antigravityJSONResponse
+	if err := json.Unmarshal(body, &resp); err != nil {
+		return nil, fmt.Errorf("parsing antigravity response: %w", err)
+	}
+
+	if len(resp.Candidates) == 0 {
+		return nil, fmt.Errorf("antigravity: no candidates in response")
+	}
+
+	candidate := resp.Candidates[0]
+	var contentParts []string
+	var toolCalls []ToolCall
+
+	for _, part := range candidate.Content.Parts {
+		if part.Text != "" {
+			contentParts = append(contentParts, part.Text)
+		}
+		if part.FunctionCall != nil {
+			argumentsJSON, _ := json.Marshal(part.FunctionCall.Args)
+			toolCalls = append(toolCalls, ToolCall{
+				ID:        fmt.Sprintf("call_%s_%d", part.FunctionCall.Name, time.Now().UnixNano()),
+				Name:      part.FunctionCall.Name,
+				Arguments: part.FunctionCall.Args,
+				Function: &FunctionCall{
+					Name:             part.FunctionCall.Name,
+					Arguments:        string(argumentsJSON),
+					ThoughtSignature: extractPartThoughtSignature(part.ThoughtSignature, part.ThoughtSignatureSnake),
+				},
+			})
+		}
+	}
+
+	finishReason := "stop"
+	if len(toolCalls) > 0 {
+		finishReason = "tool_calls"
+	}
+	if candidate.FinishReason == "MAX_TOKENS" {
+		finishReason = "length"
+	}
+
+	var usage *UsageInfo
+	if resp.UsageMetadata.TotalTokenCount > 0 {
+		usage = &UsageInfo{
+			PromptTokens:     resp.UsageMetadata.PromptTokenCount,
+			CompletionTokens: resp.UsageMetadata.CandidatesTokenCount,
+			TotalTokens:      resp.UsageMetadata.TotalTokenCount,
+		}
+	}
+
+	return &LLMResponse{
+		Content:      strings.Join(contentParts, ""),
+		ToolCalls:    toolCalls,
+		FinishReason: finishReason,
+		Usage:        usage,
+	}, nil
+}
+
+func (p *AntigravityProvider) parseSSEResponse(body string) (*LLMResponse, error) {
+	var contentParts []string
+	var toolCalls []ToolCall
+	var usage *UsageInfo
+	var finishReason string
+
+	scanner := bufio.NewScanner(strings.NewReader(body))
+	for scanner.Scan() {
+		line := scanner.Text()
+		if !strings.HasPrefix(line, "data: ") {
+			continue
+		}
+		data := strings.TrimPrefix(line, "data: ")
+		if data == "[DONE]" {
+			break
+		}
+
+		// v1internal SSE wraps the Gemini response in a "response" field
+		var sseChunk struct {
+			Response antigravityJSONResponse `json:"response"`
+		}
+		if err := json.Unmarshal([]byte(data), &sseChunk); err != nil {
+			continue
+		}
+		resp := sseChunk.Response
+
+		for _, candidate := range resp.Candidates {
+			for _, part := range candidate.Content.Parts {
+				if part.Text != "" {
+					contentParts = append(contentParts, part.Text)
+				}
+				if part.FunctionCall != nil {
+					argumentsJSON, _ := json.Marshal(part.FunctionCall.Args)
+					toolCalls = append(toolCalls, ToolCall{
+						ID:        fmt.Sprintf("call_%s_%d", part.FunctionCall.Name, time.Now().UnixNano()),
+						Name:      part.FunctionCall.Name,
+						Arguments: part.FunctionCall.Args,
+						Function: &FunctionCall{
+							Name:             part.FunctionCall.Name,
+							Arguments:        string(argumentsJSON),
+							ThoughtSignature: extractPartThoughtSignature(part.ThoughtSignature, part.ThoughtSignatureSnake),
+						},
+					})
+				}
+			}
+			if candidate.FinishReason != "" {
+				finishReason = candidate.FinishReason
+			}
+		}
+
+		if resp.UsageMetadata.TotalTokenCount > 0 {
+			usage = &UsageInfo{
+				PromptTokens:     resp.UsageMetadata.PromptTokenCount,
+				CompletionTokens: resp.UsageMetadata.CandidatesTokenCount,
+				TotalTokens:      resp.UsageMetadata.TotalTokenCount,
+			}
+		}
+	}
+
+	mappedFinish := "stop"
+	if len(toolCalls) > 0 {
+		mappedFinish = "tool_calls"
+	}
+	if finishReason == "MAX_TOKENS" {
+		mappedFinish = "length"
+	}
+
+	return &LLMResponse{
+		Content:      strings.Join(contentParts, ""),
+		ToolCalls:    toolCalls,
+		FinishReason: mappedFinish,
+		Usage:        usage,
+	}, nil
+}
+
+func extractPartThoughtSignature(thoughtSignature string, thoughtSignatureSnake string) string {
+	if thoughtSignature != "" {
+		return thoughtSignature
+	}
+	if thoughtSignatureSnake != "" {
+		return thoughtSignatureSnake
+	}
+	return ""
+}
+
+// --- Schema sanitization ---
+
+// Google/Gemini doesn't support many JSON Schema keywords that other providers accept.
+var geminiUnsupportedKeywords = map[string]bool{
+	"patternProperties":    true,
+	"additionalProperties": true,
+	"$schema":              true,
+	"$id":                  true,
+	"$ref":                 true,
+	"$defs":                true,
+	"definitions":          true,
+	"examples":             true,
+	"minLength":            true,
+	"maxLength":            true,
+	"minimum":              true,
+	"maximum":              true,
+	"multipleOf":           true,
+	"pattern":              true,
+	"format":               true,
+	"minItems":             true,
+	"maxItems":             true,
+	"uniqueItems":          true,
+	"minProperties":        true,
+	"maxProperties":        true,
+}
+
+func sanitizeSchemaForGemini(schema map[string]interface{}) map[string]interface{} {
+	if schema == nil {
+		return nil
+	}
+
+	result := make(map[string]interface{})
+	for k, v := range schema {
+		if geminiUnsupportedKeywords[k] {
+			continue
+		}
+		// Recursively sanitize nested objects
+		switch val := v.(type) {
+		case map[string]interface{}:
+			result[k] = sanitizeSchemaForGemini(val)
+		case []interface{}:
+			sanitized := make([]interface{}, len(val))
+			for i, item := range val {
+				if m, ok := item.(map[string]interface{}); ok {
+					sanitized[i] = sanitizeSchemaForGemini(m)
+				} else {
+					sanitized[i] = item
+				}
+			}
+			result[k] = sanitized
+		default:
+			result[k] = v
+		}
+	}
+
+	// Ensure top-level has type: "object" if properties are present
+	if _, hasProps := result["properties"]; hasProps {
+		if _, hasType := result["type"]; !hasType {
+			result["type"] = "object"
+		}
+	}
+
+	return result
+}
+
+// --- Token source ---
+
+func createAntigravityTokenSource() func() (string, string, error) {
+	return func() (string, string, error) {
+		cred, err := auth.GetCredential("google-antigravity")
+		if err != nil {
+			return "", "", fmt.Errorf("loading auth credentials: %w", err)
+		}
+		if cred == nil {
+			return "", "", fmt.Errorf("no credentials for google-antigravity. Run: picoclaw auth login --provider google-antigravity")
+		}
+
+		// Refresh if needed
+		if cred.NeedsRefresh() && cred.RefreshToken != "" {
+			oauthCfg := auth.GoogleAntigravityOAuthConfig()
+			refreshed, err := auth.RefreshAccessToken(cred, oauthCfg)
+			if err != nil {
+				return "", "", fmt.Errorf("refreshing token: %w", err)
+			}
+			refreshed.Email = cred.Email
+			if refreshed.ProjectID == "" {
+				refreshed.ProjectID = cred.ProjectID
+			}
+			if err := auth.SetCredential("google-antigravity", refreshed); err != nil {
+				return "", "", fmt.Errorf("saving refreshed token: %w", err)
+			}
+			cred = refreshed
+		}
+
+		if cred.IsExpired() {
+			return "", "", fmt.Errorf("antigravity credentials expired. Run: picoclaw auth login --provider google-antigravity")
+		}
+
+		projectID := cred.ProjectID
+		if projectID == "" {
+			// Try to fetch project ID from API
+			fetchedID, err := FetchAntigravityProjectID(cred.AccessToken)
+			if err != nil {
+				logger.WarnCF("provider.antigravity", "Could not fetch project ID, using fallback", map[string]interface{}{
+					"error": err.Error(),
+				})
+				projectID = "rising-fact-p41fc" // Default fallback (same as OpenCode)
+			} else {
+				projectID = fetchedID
+				cred.ProjectID = projectID
+				_ = auth.SetCredential("google-antigravity", cred)
+			}
+		}
+
+		return cred.AccessToken, projectID, nil
+	}
+}
+
+// FetchAntigravityProjectID retrieves the Google Cloud project ID from the loadCodeAssist endpoint.
+func FetchAntigravityProjectID(accessToken string) (string, error) {
+	reqBody, _ := json.Marshal(map[string]interface{}{
+		"metadata": map[string]interface{}{
+			"ideType":    "IDE_UNSPECIFIED",
+			"platform":   "PLATFORM_UNSPECIFIED",
+			"pluginType": "GEMINI",
+		},
+	})
+
+	req, err := http.NewRequest("POST", antigravityBaseURL+"/v1internal:loadCodeAssist", bytes.NewReader(reqBody))
+	if err != nil {
+		return "", err
+	}
+	req.Header.Set("Authorization", "Bearer "+accessToken)
+	req.Header.Set("Content-Type", "application/json")
+	req.Header.Set("User-Agent", antigravityUserAgent)
+	req.Header.Set("X-Goog-Api-Client", antigravityXGoogClient)
+
+	client := &http.Client{Timeout: 15 * time.Second}
+	resp, err := client.Do(req)
+	if err != nil {
+		return "", err
+	}
+	defer resp.Body.Close()
+
+	body, _ := io.ReadAll(resp.Body)
+	if resp.StatusCode != http.StatusOK {
+		return "", fmt.Errorf("loadCodeAssist failed: %s", string(body))
+	}
+
+	var result struct {
+		CloudAICompanionProject string `json:"cloudaicompanionProject"`
+	}
+	if err := json.Unmarshal(body, &result); err != nil {
+		return "", err
+	}
+
+	if result.CloudAICompanionProject == "" {
+		return "", fmt.Errorf("no project ID in loadCodeAssist response")
+	}
+
+	return result.CloudAICompanionProject, nil
+}
+
+// FetchAntigravityModels fetches available models from the Cloud Code Assist API.
+func FetchAntigravityModels(accessToken, projectID string) ([]AntigravityModelInfo, error) {
+	reqBody, _ := json.Marshal(map[string]interface{}{
+		"project": projectID,
+	})
+
+	req, err := http.NewRequest("POST", antigravityBaseURL+"/v1internal:fetchAvailableModels", bytes.NewReader(reqBody))
+	if err != nil {
+		return nil, err
+	}
+	req.Header.Set("Authorization", "Bearer "+accessToken)
+	req.Header.Set("Content-Type", "application/json")
+	req.Header.Set("User-Agent", antigravityUserAgent)
+	req.Header.Set("X-Goog-Api-Client", antigravityXGoogClient)
+
+	client := &http.Client{Timeout: 15 * time.Second}
+	resp, err := client.Do(req)
+	if err != nil {
+		return nil, err
+	}
+	defer resp.Body.Close()
+
+	body, _ := io.ReadAll(resp.Body)
+	if resp.StatusCode != http.StatusOK {
+		return nil, fmt.Errorf("fetchAvailableModels failed (HTTP %d): %s", resp.StatusCode, truncateString(string(body), 200))
+	}
+
+	var result struct {
+		Models map[string]struct {
+			DisplayName string `json:"displayName"`
+			QuotaInfo   struct {
+				RemainingFraction interface{} `json:"remainingFraction"`
+				ResetTime         string      `json:"resetTime"`
+				IsExhausted       bool        `json:"isExhausted"`
+			} `json:"quotaInfo"`
+		} `json:"models"`
+	}
+	if err := json.Unmarshal(body, &result); err != nil {
+		return nil, fmt.Errorf("parsing models response: %w", err)
+	}
+
+	var models []AntigravityModelInfo
+	for id, info := range result.Models {
+		models = append(models, AntigravityModelInfo{
+			ID:          id,
+			DisplayName: info.DisplayName,
+			IsExhausted: info.QuotaInfo.IsExhausted,
+		})
+	}
+
+	// Ensure gemini-3-flash-preview and gemini-3-flash are in the list if they aren't already
+	hasFlashPreview := false
+	hasFlash := false
+	for _, m := range models {
+		if m.ID == "gemini-3-flash-preview" {
+			hasFlashPreview = true
+		}
+		if m.ID == "gemini-3-flash" {
+			hasFlash = true
+		}
+	}
+	if !hasFlashPreview {
+		models = append(models, AntigravityModelInfo{
+			ID:          "gemini-3-flash-preview",
+			DisplayName: "Gemini 3 Flash (Preview)",
+		})
+	}
+	if !hasFlash {
+		models = append(models, AntigravityModelInfo{
+			ID:          "gemini-3-flash",
+			DisplayName: "Gemini 3 Flash",
+		})
+	}
+
+	return models, nil
+}
+
+type AntigravityModelInfo struct {
+	ID          string `json:"id"`
+	DisplayName string `json:"display_name"`
+	IsExhausted bool   `json:"is_exhausted"`
+}
+
+// --- Helpers ---
+
+func truncateString(s string, maxLen int) string {
+	if len(s) <= maxLen {
+		return s
+	}
+	return s[:maxLen] + "..."
+}
+
+func randomString(n int) string {
+	const letters = "abcdefghijklmnopqrstuvwxyz0123456789"
+	b := make([]byte, n)
+	for i := range b {
+		b[i] = letters[rand.Intn(len(letters))]
+	}
+	return string(b)
+}
+
+func (p *AntigravityProvider) parseAntigravityError(statusCode int, body []byte) error {
+	var errResp struct {
+		Error struct {
+			Code    int                      `json:"code"`
+			Message string                   `json:"message"`
+			Status  string                   `json:"status"`
+			Details []map[string]interface{} `json:"details"`
+		} `json:"error"`
+	}
+
+	if err := json.Unmarshal(body, &errResp); err != nil {
+		return fmt.Errorf("antigravity API error (HTTP %d): %s", statusCode, truncateString(string(body), 500))
+	}
+
+	msg := errResp.Error.Message
+	if statusCode == 429 {
+		// Try to extract quota reset info
+		for _, detail := range errResp.Error.Details {
+			if typeVal, ok := detail["@type"].(string); ok && strings.HasSuffix(typeVal, "ErrorInfo") {
+				if metadata, ok := detail["metadata"].(map[string]interface{}); ok {
+					if delay, ok := metadata["quotaResetDelay"].(string); ok {
+						return fmt.Errorf("antigravity rate limit exceeded: %s (reset in %s)", msg, delay)
+					}
+				}
+			}
+		}
+		return fmt.Errorf("antigravity rate limit exceeded: %s", msg)
+	}
+
+	return fmt.Errorf("antigravity API error (%s): %s", errResp.Error.Status, msg)
+}

pkg/providers/antigravity_provider_test.go

@@ -0,0 +1,56 @@
+package providers
+
+import "testing"
+
+func TestBuildRequestUsesFunctionFieldsWhenToolCallNameMissing(t *testing.T) {
+	p := &AntigravityProvider{}
+
+	messages := []Message{
+		{
+			Role: "assistant",
+			ToolCalls: []ToolCall{{
+				ID: "call_read_file_123",
+				Function: &FunctionCall{
+					Name:      "read_file",
+					Arguments: `{"path":"README.md"}`,
+				},
+			}},
+		},
+		{
+			Role:       "tool",
+			ToolCallID: "call_read_file_123",
+			Content:    "ok",
+		},
+	}
+
+	req := p.buildRequest(messages, nil, "", nil)
+	if len(req.Contents) != 2 {
+		t.Fatalf("expected 2 contents, got %d", len(req.Contents))
+	}
+
+	modelPart := req.Contents[0].Parts[0]
+	if modelPart.FunctionCall == nil {
+		t.Fatal("expected functionCall in assistant message")
+	}
+	if modelPart.FunctionCall.Name != "read_file" {
+		t.Fatalf("expected functionCall name read_file, got %q", modelPart.FunctionCall.Name)
+	}
+	if got := modelPart.FunctionCall.Args["path"]; got != "README.md" {
+		t.Fatalf("expected functionCall args[path] to be README.md, got %v", got)
+	}
+
+	toolPart := req.Contents[1].Parts[0]
+	if toolPart.FunctionResponse == nil {
+		t.Fatal("expected functionResponse in tool message")
+	}
+	if toolPart.FunctionResponse.Name != "read_file" {
+		t.Fatalf("expected functionResponse name read_file, got %q", toolPart.FunctionResponse.Name)
+	}
+}
+
+func TestResolveToolResponseNameInfersNameFromGeneratedCallID(t *testing.T) {
+	got := resolveToolResponseName("call_search_docs_999", map[string]string{})
+	if got != "search_docs" {
+		t.Fatalf("expected inferred tool name search_docs, got %q", got)
+	}
+}

pkg/providers/claude_cli_provider_test.go

@@ -336,7 +336,7 @@ func TestChat_PassesModelFlag(t *testing.T) {
 
 	_, err := p.Chat(context.Background(), []Message{
 		{Role: "user", Content: "Hi"},
-	}, nil, "claude-sonnet-4-5-20250929", nil)
+	}, nil, "claude-sonnet-4.6", nil)
 	if err != nil {
 		t.Fatalf("Chat() error = %v", err)
 	}
@@ -346,7 +346,7 @@ func TestChat_PassesModelFlag(t *testing.T) {
 	if !strings.Contains(args, "--model") {
 		t.Errorf("CLI args missing --model, got: %s", args)
 	}
-	if !strings.Contains(args, "claude-sonnet-4-5-20250929") {
+	if !strings.Contains(args, "claude-sonnet-4.6") {
 		t.Errorf("CLI args missing model name, got: %s", args)
 	}
 }
@@ -416,10 +416,12 @@ func TestChat_EmptyWorkspaceDoesNotSetDir(t *testing.T) {
 
 func TestCreateProvider_ClaudeCli(t *testing.T) {
 	cfg := config.DefaultConfig()
-	cfg.Agents.Defaults.Provider = "claude-cli"
+	cfg.ModelList = []config.ModelConfig{
-	cfg.Agents.Defaults.Workspace = "/test/ws"
+		{ModelName: "claude-sonnet-4.6", Model: "claude-cli/claude-sonnet-4.6", Workspace: "/test/ws"},
+	}
+	cfg.Agents.Defaults.Model = "claude-sonnet-4.6"
 
-	provider, err := CreateProvider(cfg)
+	provider, _, err := CreateProvider(cfg)
 	if err != nil {
 		t.Fatalf("CreateProvider(claude-cli) error = %v", err)
 	}
@@ -435,9 +437,12 @@ func TestCreateProvider_ClaudeCli(t *testing.T) {
 
 func TestCreateProvider_ClaudeCode(t *testing.T) {
 	cfg := config.DefaultConfig()
-	cfg.Agents.Defaults.Provider = "claude-code"
+	cfg.ModelList = []config.ModelConfig{
+		{ModelName: "claude-code", Model: "claude-cli/claude-code"},
+	}
+	cfg.Agents.Defaults.Model = "claude-code"
 
-	provider, err := CreateProvider(cfg)
+	provider, _, err := CreateProvider(cfg)
 	if err != nil {
 		t.Fatalf("CreateProvider(claude-code) error = %v", err)
 	}
@@ -448,9 +453,12 @@ func TestCreateProvider_ClaudeCode(t *testing.T) {
 
 func TestCreateProvider_ClaudeCodec(t *testing.T) {
 	cfg := config.DefaultConfig()
-	cfg.Agents.Defaults.Provider = "claudecode"
+	cfg.ModelList = []config.ModelConfig{
+		{ModelName: "claudecode", Model: "claude-cli/claudecode"},
+	}
+	cfg.Agents.Defaults.Model = "claudecode"
 
-	provider, err := CreateProvider(cfg)
+	provider, _, err := CreateProvider(cfg)
 	if err != nil {
 		t.Fatalf("CreateProvider(claudecode) error = %v", err)
 	}
@@ -461,10 +469,13 @@ func TestCreateProvider_ClaudeCodec(t *testing.T) {
 
 func TestCreateProvider_ClaudeCliDefaultWorkspace(t *testing.T) {
 	cfg := config.DefaultConfig()
-	cfg.Agents.Defaults.Provider = "claude-cli"
+	cfg.ModelList = []config.ModelConfig{
+		{ModelName: "claude-cli", Model: "claude-cli/claude-sonnet"},
+	}
+	cfg.Agents.Defaults.Model = "claude-cli"
 	cfg.Agents.Defaults.Workspace = ""
 
-	provider, err := CreateProvider(cfg)
+	provider, _, err := CreateProvider(cfg)
 	if err != nil {
 		t.Fatalf("CreateProvider error = %v", err)
 	}

pkg/providers/claude_provider_test.go

@@ -48,7 +48,7 @@ func TestClaudeProvider_ChatRoundTrip(t *testing.T) {
 	provider := newClaudeProviderWithDelegate(delegate)
 
 	messages := []Message{{Role: "user", Content: "Hello"}}
-	resp, err := provider.Chat(t.Context(), messages, nil, "claude-sonnet-4-5-20250929", map[string]interface{}{"max_tokens": 1024})
+	resp, err := provider.Chat(t.Context(), messages, nil, "claude-sonnet-4.6", map[string]interface{}{"max_tokens": 1024})
 	if err != nil {
 		t.Fatalf("Chat() error: %v", err)
 	}
@@ -65,8 +65,8 @@ func TestClaudeProvider_ChatRoundTrip(t *testing.T) {
 
 func TestClaudeProvider_GetDefaultModel(t *testing.T) {
 	p := NewClaudeProvider("test-token")
-	if got := p.GetDefaultModel(); got != "claude-sonnet-4-5-20250929" {
+	if got := p.GetDefaultModel(); got != "claude-sonnet-4.6" {
-		t.Errorf("GetDefaultModel() = %q, want %q", got, "claude-sonnet-4-5-20250929")
+		t.Errorf("GetDefaultModel() = %q, want %q", got, "claude-sonnet-4.6")
 	}
 }
 

pkg/providers/factory.go

@@ -35,33 +35,6 @@ type providerSelection struct {
 	enableWebSearch bool
 }
 
-func createClaudeAuthProvider(apiBase string) (LLMProvider, error) {
-	if apiBase == "" {
-		apiBase = defaultAnthropicAPIBase
-	}
-	cred, err := getCredential("anthropic")
-	if err != nil {
-		return nil, fmt.Errorf("loading auth credentials: %w", err)
-	}
-	if cred == nil {
-		return nil, fmt.Errorf("no credentials for anthropic. Run: picoclaw auth login --provider anthropic")
-	}
-	return NewClaudeProviderWithTokenSourceAndBaseURL(cred.AccessToken, createClaudeTokenSource(), apiBase), nil
-}
-
-func createCodexAuthProvider(enableWebSearch bool) (LLMProvider, error) {
-	cred, err := getCredential("openai")
-	if err != nil {
-		return nil, fmt.Errorf("loading auth credentials: %w", err)
-	}
-	if cred == nil {
-		return nil, fmt.Errorf("no credentials for openai. Run: picoclaw auth login --provider openai")
-	}
-	p := NewCodexProviderWithTokenSource(cred.AccessToken, cred.AccountID, createCodexTokenSource())
-	p.enableWebSearch = enableWebSearch
-	return p, nil
-}
-
 func resolveProviderSelection(cfg *config.Config) (providerSelection, error) {
 	model := cfg.Agents.Defaults.Model
 	providerName := strings.ToLower(cfg.Agents.Defaults.Provider)
@@ -332,29 +305,3 @@ func resolveProviderSelection(cfg *config.Config) (providerSelection, error) {
 
 	return sel, nil
 }
-
-func CreateProvider(cfg *config.Config) (LLMProvider, error) {
-	sel, err := resolveProviderSelection(cfg)
-	if err != nil {
-		return nil, err
-	}
-
-	switch sel.providerType {
-	case providerTypeClaudeAuth:
-		return createClaudeAuthProvider(sel.apiBase)
-	case providerTypeCodexAuth:
-		return createCodexAuthProvider(sel.enableWebSearch)
-	case providerTypeCodexCLIToken:
-		c := NewCodexProviderWithTokenSource("", "", CreateCodexCliTokenSource())
-		c.enableWebSearch = sel.enableWebSearch
-		return c, nil
-	case providerTypeClaudeCLI:
-		return NewClaudeCliProvider(sel.workspace), nil
-	case providerTypeCodexCLI:
-		return NewCodexCliProvider(sel.workspace), nil
-	case providerTypeGitHubCopilot:
-		return NewGitHubCopilotProvider(sel.apiBase, sel.connectMode, sel.model)
-	default:
-		return NewHTTPProvider(sel.apiKey, sel.apiBase, sel.proxy), nil
-	}
-}

pkg/providers/factory_provider.go

@@ -0,0 +1,192 @@
+// PicoClaw - Ultra-lightweight personal AI agent
+// License: MIT
+//
+// Copyright (c) 2026 PicoClaw contributors
+
+package providers
+
+import (
+	"fmt"
+	"strings"
+
+	"github.com/sipeed/picoclaw/pkg/config"
+)
+
+// createClaudeAuthProvider creates a Claude provider using OAuth credentials from auth store.
+func createClaudeAuthProvider() (LLMProvider, error) {
+	cred, err := getCredential("anthropic")
+	if err != nil {
+		return nil, fmt.Errorf("loading auth credentials: %w", err)
+	}
+	if cred == nil {
+		return nil, fmt.Errorf("no credentials for anthropic. Run: picoclaw auth login --provider anthropic")
+	}
+	return NewClaudeProviderWithTokenSource(cred.AccessToken, createClaudeTokenSource()), nil
+}
+
+// createCodexAuthProvider creates a Codex provider using OAuth credentials from auth store.
+func createCodexAuthProvider() (LLMProvider, error) {
+	cred, err := getCredential("openai")
+	if err != nil {
+		return nil, fmt.Errorf("loading auth credentials: %w", err)
+	}
+	if cred == nil {
+		return nil, fmt.Errorf("no credentials for openai. Run: picoclaw auth login --provider openai")
+	}
+	return NewCodexProviderWithTokenSource(cred.AccessToken, cred.AccountID, createCodexTokenSource()), nil
+}
+
+// ExtractProtocol extracts the protocol prefix and model identifier from a model string.
+// If no prefix is specified, it defaults to "openai".
+// Examples:
+//   - "openai/gpt-4o" -> ("openai", "gpt-4o")
+//   - "anthropic/claude-sonnet-4.6" -> ("anthropic", "claude-sonnet-4.6")
+//   - "gpt-4o" -> ("openai", "gpt-4o")  // default protocol
+func ExtractProtocol(model string) (protocol, modelID string) {
+	model = strings.TrimSpace(model)
+	protocol, modelID, found := strings.Cut(model, "/")
+	if !found {
+		return "openai", model
+	}
+	return protocol, modelID
+}
+
+// CreateProviderFromConfig creates a provider based on the ModelConfig.
+// It uses the protocol prefix in the Model field to determine which provider to create.
+// Supported protocols: openai, anthropic, antigravity, claude-cli, codex-cli, github-copilot
+// Returns the provider, the model ID (without protocol prefix), and any error.
+func CreateProviderFromConfig(cfg *config.ModelConfig) (LLMProvider, string, error) {
+	if cfg == nil {
+		return nil, "", fmt.Errorf("config is nil")
+	}
+
+	if cfg.Model == "" {
+		return nil, "", fmt.Errorf("model is required")
+	}
+
+	protocol, modelID := ExtractProtocol(cfg.Model)
+
+	switch protocol {
+	case "openai":
+		// OpenAI with OAuth/token auth (Codex-style)
+		if cfg.AuthMethod == "oauth" || cfg.AuthMethod == "token" {
+			provider, err := createCodexAuthProvider()
+			if err != nil {
+				return nil, "", err
+			}
+			return provider, modelID, nil
+		}
+		// OpenAI with API key
+		if cfg.APIKey == "" && cfg.APIBase == "" {
+			return nil, "", fmt.Errorf("api_key or api_base is required for HTTP-based protocol %q", protocol)
+		}
+		apiBase := cfg.APIBase
+		if apiBase == "" {
+			apiBase = getDefaultAPIBase(protocol)
+		}
+		return NewHTTPProviderWithMaxTokensField(cfg.APIKey, apiBase, cfg.Proxy, cfg.MaxTokensField), modelID, nil
+
+	case "openrouter", "groq", "zhipu", "gemini", "nvidia",
+		"ollama", "moonshot", "shengsuanyun", "deepseek", "cerebras",
+		"volcengine", "vllm", "qwen":
+		// All other OpenAI-compatible HTTP providers
+		if cfg.APIKey == "" && cfg.APIBase == "" {
+			return nil, "", fmt.Errorf("api_key or api_base is required for HTTP-based protocol %q", protocol)
+		}
+		apiBase := cfg.APIBase
+		if apiBase == "" {
+			apiBase = getDefaultAPIBase(protocol)
+		}
+		return NewHTTPProviderWithMaxTokensField(cfg.APIKey, apiBase, cfg.Proxy, cfg.MaxTokensField), modelID, nil
+
+	case "anthropic":
+		if cfg.AuthMethod == "oauth" || cfg.AuthMethod == "token" {
+			// Use OAuth credentials from auth store
+			provider, err := createClaudeAuthProvider()
+			if err != nil {
+				return nil, "", err
+			}
+			return provider, modelID, nil
+		}
+		// Use API key with HTTP API
+		apiBase := cfg.APIBase
+		if apiBase == "" {
+			apiBase = "https://api.anthropic.com/v1"
+		}
+		if cfg.APIKey == "" {
+			return nil, "", fmt.Errorf("api_key is required for anthropic protocol (model: %s)", cfg.Model)
+		}
+		return NewHTTPProviderWithMaxTokensField(cfg.APIKey, apiBase, cfg.Proxy, cfg.MaxTokensField), modelID, nil
+
+	case "antigravity":
+		return NewAntigravityProvider(), modelID, nil
+
+	case "claude-cli", "claudecli":
+		workspace := cfg.Workspace
+		if workspace == "" {
+			workspace = "."
+		}
+		return NewClaudeCliProvider(workspace), modelID, nil
+
+	case "codex-cli", "codexcli":
+		workspace := cfg.Workspace
+		if workspace == "" {
+			workspace = "."
+		}
+		return NewCodexCliProvider(workspace), modelID, nil
+
+	case "github-copilot", "copilot":
+		apiBase := cfg.APIBase
+		if apiBase == "" {
+			apiBase = "localhost:4321"
+		}
+		connectMode := cfg.ConnectMode
+		if connectMode == "" {
+			connectMode = "grpc"
+		}
+		provider, err := NewGitHubCopilotProvider(apiBase, connectMode, modelID)
+		if err != nil {
+			return nil, "", err
+		}
+		return provider, modelID, nil
+
+	default:
+		return nil, "", fmt.Errorf("unknown protocol %q in model %q", protocol, cfg.Model)
+	}
+}
+
+// getDefaultAPIBase returns the default API base URL for a given protocol.
+func getDefaultAPIBase(protocol string) string {
+	switch protocol {
+	case "openai":
+		return "https://api.openai.com/v1"
+	case "openrouter":
+		return "https://openrouter.ai/api/v1"
+	case "groq":
+		return "https://api.groq.com/openai/v1"
+	case "zhipu":
+		return "https://open.bigmodel.cn/api/paas/v4"
+	case "gemini":
+		return "https://generativelanguage.googleapis.com/v1beta"
+	case "nvidia":
+		return "https://integrate.api.nvidia.com/v1"
+	case "ollama":
+		return "http://localhost:11434/v1"
+	case "moonshot":
+		return "https://api.moonshot.cn/v1"
+	case "shengsuanyun":
+		return "https://router.shengsuanyun.com/api/v1"
+	case "deepseek":
+		return "https://api.deepseek.com/v1"
+	case "cerebras":
+		return "https://api.cerebras.ai/v1"
+	case "volcengine":
+		return "https://ark.cn-beijing.volces.com/api/v3"
+	case "qwen":
+		return "https://dashscope.aliyuncs.com/compatible-mode/v1"
+	case "vllm":
+		return "http://localhost:8000/v1"
+	default:
+		return ""
+	}
+}

pkg/providers/factory_provider_test.go

@@ -0,0 +1,249 @@
+// PicoClaw - Ultra-lightweight personal AI agent
+// License: MIT
+//
+// Copyright (c) 2026 PicoClaw contributors
+
+package providers
+
+import (
+	"testing"
+
+	"github.com/sipeed/picoclaw/pkg/config"
+)
+
+func TestExtractProtocol(t *testing.T) {
+	tests := []struct {
+		name         string
+		model        string
+		wantProtocol string
+		wantModelID  string
+	}{
+		{
+			name:         "openai with prefix",
+			model:        "openai/gpt-4o",
+			wantProtocol: "openai",
+			wantModelID:  "gpt-4o",
+		},
+		{
+			name:         "anthropic with prefix",
+			model:        "anthropic/claude-sonnet-4.6",
+			wantProtocol: "anthropic",
+			wantModelID:  "claude-sonnet-4.6",
+		},
+		{
+			name:         "no prefix - defaults to openai",
+			model:        "gpt-4o",
+			wantProtocol: "openai",
+			wantModelID:  "gpt-4o",
+		},
+		{
+			name:         "groq with prefix",
+			model:        "groq/llama-3.1-70b",
+			wantProtocol: "groq",
+			wantModelID:  "llama-3.1-70b",
+		},
+		{
+			name:         "empty string",
+			model:        "",
+			wantProtocol: "openai",
+			wantModelID:  "",
+		},
+		{
+			name:         "with whitespace",
+			model:        "  openai/gpt-4  ",
+			wantProtocol: "openai",
+			wantModelID:  "gpt-4",
+		},
+		{
+			name:         "multiple slashes",
+			model:        "nvidia/meta/llama-3.1-8b",
+			wantProtocol: "nvidia",
+			wantModelID:  "meta/llama-3.1-8b",
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			protocol, modelID := ExtractProtocol(tt.model)
+			if protocol != tt.wantProtocol {
+				t.Errorf("ExtractProtocol(%q) protocol = %q, want %q", tt.model, protocol, tt.wantProtocol)
+			}
+			if modelID != tt.wantModelID {
+				t.Errorf("ExtractProtocol(%q) modelID = %q, want %q", tt.model, modelID, tt.wantModelID)
+			}
+		})
+	}
+}
+
+func TestCreateProviderFromConfig_OpenAI(t *testing.T) {
+	cfg := &config.ModelConfig{
+		ModelName: "test-openai",
+		Model:     "openai/gpt-4o",
+		APIKey:    "test-key",
+		APIBase:   "https://api.example.com/v1",
+	}
+
+	provider, modelID, err := CreateProviderFromConfig(cfg)
+	if err != nil {
+		t.Fatalf("CreateProviderFromConfig() error = %v", err)
+	}
+	if provider == nil {
+		t.Fatal("CreateProviderFromConfig() returned nil provider")
+	}
+	if modelID != "gpt-4o" {
+		t.Errorf("modelID = %q, want %q", modelID, "gpt-4o")
+	}
+}
+
+func TestCreateProviderFromConfig_DefaultAPIBase(t *testing.T) {
+	tests := []struct {
+		name     string
+		protocol string
+	}{
+		{"openai", "openai"},
+		{"groq", "groq"},
+		{"openrouter", "openrouter"},
+		{"cerebras", "cerebras"},
+		{"qwen", "qwen"},
+		{"vllm", "vllm"},
+		{"deepseek", "deepseek"},
+		{"ollama", "ollama"},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			cfg := &config.ModelConfig{
+				ModelName: "test-" + tt.protocol,
+				Model:     tt.protocol + "/test-model",
+				APIKey:    "test-key",
+			}
+
+			provider, _, err := CreateProviderFromConfig(cfg)
+			if err != nil {
+				t.Fatalf("CreateProviderFromConfig() error = %v", err)
+			}
+
+			// Verify we got an HTTPProvider for all these protocols
+			if _, ok := provider.(*HTTPProvider); !ok {
+				t.Fatalf("expected *HTTPProvider, got %T", provider)
+			}
+		})
+	}
+}
+
+func TestCreateProviderFromConfig_Anthropic(t *testing.T) {
+	cfg := &config.ModelConfig{
+		ModelName: "test-anthropic",
+		Model:     "anthropic/claude-sonnet-4.6",
+		APIKey:    "test-key",
+	}
+
+	provider, modelID, err := CreateProviderFromConfig(cfg)
+	if err != nil {
+		t.Fatalf("CreateProviderFromConfig() error = %v", err)
+	}
+	if provider == nil {
+		t.Fatal("CreateProviderFromConfig() returned nil provider")
+	}
+	if modelID != "claude-sonnet-4.6" {
+		t.Errorf("modelID = %q, want %q", modelID, "claude-sonnet-4.6")
+	}
+}
+
+func TestCreateProviderFromConfig_Antigravity(t *testing.T) {
+	cfg := &config.ModelConfig{
+		ModelName: "test-antigravity",
+		Model:     "antigravity/gemini-2.0-flash",
+	}
+
+	provider, modelID, err := CreateProviderFromConfig(cfg)
+	if err != nil {
+		t.Fatalf("CreateProviderFromConfig() error = %v", err)
+	}
+	if provider == nil {
+		t.Fatal("CreateProviderFromConfig() returned nil provider")
+	}
+	if modelID != "gemini-2.0-flash" {
+		t.Errorf("modelID = %q, want %q", modelID, "gemini-2.0-flash")
+	}
+}
+
+func TestCreateProviderFromConfig_ClaudeCLI(t *testing.T) {
+	cfg := &config.ModelConfig{
+		ModelName: "test-claude-cli",
+		Model:     "claude-cli/claude-sonnet-4.6",
+	}
+
+	provider, modelID, err := CreateProviderFromConfig(cfg)
+	if err != nil {
+		t.Fatalf("CreateProviderFromConfig() error = %v", err)
+	}
+	if provider == nil {
+		t.Fatal("CreateProviderFromConfig() returned nil provider")
+	}
+	if modelID != "claude-sonnet-4.6" {
+		t.Errorf("modelID = %q, want %q", modelID, "claude-sonnet-4.6")
+	}
+}
+
+func TestCreateProviderFromConfig_CodexCLI(t *testing.T) {
+	cfg := &config.ModelConfig{
+		ModelName: "test-codex-cli",
+		Model:     "codex-cli/codex",
+	}
+
+	provider, modelID, err := CreateProviderFromConfig(cfg)
+	if err != nil {
+		t.Fatalf("CreateProviderFromConfig() error = %v", err)
+	}
+	if provider == nil {
+		t.Fatal("CreateProviderFromConfig() returned nil provider")
+	}
+	if modelID != "codex" {
+		t.Errorf("modelID = %q, want %q", modelID, "codex")
+	}
+}
+
+func TestCreateProviderFromConfig_MissingAPIKey(t *testing.T) {
+	cfg := &config.ModelConfig{
+		ModelName: "test-no-key",
+		Model:     "openai/gpt-4o",
+	}
+
+	_, _, err := CreateProviderFromConfig(cfg)
+	if err == nil {
+		t.Fatal("CreateProviderFromConfig() expected error for missing API key")
+	}
+}
+
+func TestCreateProviderFromConfig_UnknownProtocol(t *testing.T) {
+	cfg := &config.ModelConfig{
+		ModelName: "test-unknown",
+		Model:     "unknown-protocol/model",
+		APIKey:    "test-key",
+	}
+
+	_, _, err := CreateProviderFromConfig(cfg)
+	if err == nil {
+		t.Fatal("CreateProviderFromConfig() expected error for unknown protocol")
+	}
+}
+
+func TestCreateProviderFromConfig_NilConfig(t *testing.T) {
+	_, _, err := CreateProviderFromConfig(nil)
+	if err == nil {
+		t.Fatal("CreateProviderFromConfig(nil) expected error")
+	}
+}
+
+func TestCreateProviderFromConfig_EmptyModel(t *testing.T) {
+	cfg := &config.ModelConfig{
+		ModelName: "test-empty",
+		Model:     "",
+	}
+
+	_, _, err := CreateProviderFromConfig(cfg)
+	if err == nil {
+		t.Fatal("CreateProviderFromConfig() expected error for empty model")
+	}
+}

pkg/providers/factory_test.go

@@ -79,7 +79,7 @@ func TestResolveProviderSelection(t *testing.T) {
 		{
 			name: "anthropic oauth routes to claude auth provider",
 			setup: func(cfg *config.Config) {
-				cfg.Agents.Defaults.Model = "claude-sonnet-4-5-20250929"
+				cfg.Agents.Defaults.Model = "claude-sonnet-4.6"
 				cfg.Providers.Anthropic.AuthMethod = "oauth"
 			},
 			wantType: providerTypeClaudeAuth,
@@ -196,10 +196,17 @@ func TestResolveProviderSelection(t *testing.T) {
 
 func TestCreateProviderReturnsHTTPProviderForOpenRouter(t *testing.T) {
 	cfg := config.DefaultConfig()
-	cfg.Agents.Defaults.Model = "openrouter/auto"
+	cfg.Agents.Defaults.Model = "test-openrouter"
-	cfg.Providers.OpenRouter.APIKey = "sk-or-test"
+	cfg.ModelList = []config.ModelConfig{
+		{
+			ModelName: "test-openrouter",
+			Model:     "openrouter/auto",
+			APIKey:    "sk-or-test",
+			APIBase:   "https://openrouter.ai/api/v1",
+		},
+	}
 
-	provider, err := CreateProvider(cfg)
+	provider, _, err := CreateProvider(cfg)
 	if err != nil {
 		t.Fatalf("CreateProvider() error = %v", err)
 	}
@@ -211,9 +218,16 @@ func TestCreateProviderReturnsHTTPProviderForOpenRouter(t *testing.T) {
 
 func TestCreateProviderReturnsCodexCliProviderForCodexCode(t *testing.T) {
 	cfg := config.DefaultConfig()
-	cfg.Agents.Defaults.Provider = "codex-code"
+	cfg.Agents.Defaults.Model = "test-codex"
+	cfg.ModelList = []config.ModelConfig{
+		{
+			ModelName: "test-codex",
+			Model:     "codex-cli/codex-model",
+			Workspace: "/tmp/workspace",
+		},
+	}
 
-	provider, err := CreateProvider(cfg)
+	provider, _, err := CreateProvider(cfg)
 	if err != nil {
 		t.Fatalf("CreateProvider() error = %v", err)
 	}
@@ -223,18 +237,24 @@ func TestCreateProviderReturnsCodexCliProviderForCodexCode(t *testing.T) {
 	}
 }
 
-func TestCreateProviderReturnsCodexProviderForCodexCliAuthMethod(t *testing.T) {
+func TestCreateProviderReturnsClaudeCliProviderForClaudeCli(t *testing.T) {
 	cfg := config.DefaultConfig()
-	cfg.Agents.Defaults.Provider = "openai"
+	cfg.Agents.Defaults.Model = "test-claude-cli"
-	cfg.Providers.OpenAI.AuthMethod = "codex-cli"
+	cfg.ModelList = []config.ModelConfig{
+		{
+			ModelName: "test-claude-cli",
+			Model:     "claude-cli/claude-sonnet",
+			Workspace: "/tmp/workspace",
+		},
+	}
 
-	provider, err := CreateProvider(cfg)
+	provider, _, err := CreateProvider(cfg)
 	if err != nil {
 		t.Fatalf("CreateProvider() error = %v", err)
 	}
 
-	if _, ok := provider.(*CodexProvider); !ok {
+	if _, ok := provider.(*ClaudeCliProvider); !ok {
-		t.Fatalf("provider type = %T, want *CodexProvider", provider)
+		t.Fatalf("provider type = %T, want *ClaudeCliProvider", provider)
 	}
 }
 
@@ -252,48 +272,28 @@ func TestCreateProviderReturnsClaudeProviderForAnthropicOAuth(t *testing.T) {
 	}
 
 	cfg := config.DefaultConfig()
-	cfg.Agents.Defaults.Provider = "anthropic"
+	cfg.Agents.Defaults.Model = "test-claude-oauth"
-	cfg.Providers.Anthropic.AuthMethod = "oauth"
+	cfg.ModelList = []config.ModelConfig{
-	cfg.Providers.Anthropic.APIBase = "https://proxy.example.com/v1"
+		{
+			ModelName:  "test-claude-oauth",
+			Model:      "anthropic/claude-sonnet-4.6",
+			AuthMethod: "oauth",
+		},
+	}
 
-	provider, err := CreateProvider(cfg)
+	provider, _, err := CreateProvider(cfg)
 	if err != nil {
 		t.Fatalf("CreateProvider() error = %v", err)
 	}
 
-	claudeProvider, ok := provider.(*ClaudeProvider)
+	if _, ok := provider.(*ClaudeProvider); !ok {
-	if !ok {
 		t.Fatalf("provider type = %T, want *ClaudeProvider", provider)
 	}
-	if got := claudeProvider.delegate.BaseURL(); got != "https://proxy.example.com" {
+	// TODO: Test custom APIBase when createClaudeAuthProvider supports it
-		t.Fatalf("anthropic baseURL = %q, want %q", got, "https://proxy.example.com")
-	}
 }
 
 func TestCreateProviderReturnsCodexProviderForOpenAIOAuth(t *testing.T) {
-	originalGetCredential := getCredential
+	// TODO: This test requires openai protocol to support auth_method: "oauth"
-	t.Cleanup(func() { getCredential = originalGetCredential })
+	// which is not yet implemented in the new factory_provider.go
-
+	t.Skip("OpenAI OAuth via model_list not yet implemented")
-	getCredential = func(provider string) (*auth.AuthCredential, error) {
-		if provider != "openai" {
-			t.Fatalf("provider = %q, want openai", provider)
-		}
-		return &auth.AuthCredential{
-			AccessToken: "openai-token",
-			AccountID:   "acct_123",
-		}, nil
-	}
-
-	cfg := config.DefaultConfig()
-	cfg.Agents.Defaults.Provider = "openai"
-	cfg.Providers.OpenAI.AuthMethod = "oauth"
-
-	provider, err := CreateProvider(cfg)
-	if err != nil {
-		t.Fatalf("CreateProvider() error = %v", err)
-	}
-
-	if _, ok := provider.(*CodexProvider); !ok {
-		t.Fatalf("provider type = %T, want *CodexProvider", provider)
-	}
 }

pkg/providers/http_provider.go

@@ -22,6 +22,12 @@ func NewHTTPProvider(apiKey, apiBase, proxy string) *HTTPProvider {
 	}
 }
 
+func NewHTTPProviderWithMaxTokensField(apiKey, apiBase, proxy, maxTokensField string) *HTTPProvider {
+	return &HTTPProvider{
+		delegate: openai_compat.NewProviderWithMaxTokensField(apiKey, apiBase, proxy, maxTokensField),
+	}
+}
+
 func (p *HTTPProvider) Chat(ctx context.Context, messages []Message, tools []ToolDefinition, model string, options map[string]interface{}) (*LLMResponse, error) {
 	return p.delegate.Chat(ctx, messages, tools, model, options)
 }

pkg/providers/legacy_provider.go

@@ -0,0 +1,49 @@
+// PicoClaw - Ultra-lightweight personal AI agent
+// License: MIT
+//
+// Copyright (c) 2026 PicoClaw contributors
+
+package providers
+
+import (
+	"fmt"
+
+	"github.com/sipeed/picoclaw/pkg/config"
+)
+
+// CreateProvider creates a provider based on the configuration.
+// It uses the model_list configuration (new format) to create providers.
+// The old providers config is automatically converted to model_list during config loading.
+// Returns the provider, the model ID to use, and any error.
+func CreateProvider(cfg *config.Config) (LLMProvider, string, error) {
+	model := cfg.Agents.Defaults.Model
+
+	// Ensure model_list is populated (should be done by LoadConfig, but handle edge cases)
+	if len(cfg.ModelList) == 0 && cfg.HasProvidersConfig() {
+		cfg.ModelList = config.ConvertProvidersToModelList(cfg)
+	}
+
+	// Must have model_list at this point
+	if len(cfg.ModelList) == 0 {
+		return nil, "", fmt.Errorf("no providers configured. Please add entries to model_list in your config")
+	}
+
+	// Get model config from model_list
+	modelCfg, err := cfg.GetModelConfig(model)
+	if err != nil {
+		return nil, "", fmt.Errorf("model %q not found in model_list: %w", model, err)
+	}
+
+	// Inject global workspace if not set in model config
+	if modelCfg.Workspace == "" {
+		modelCfg.Workspace = cfg.WorkspacePath()
+	}
+
+	// Use factory to create provider
+	provider, modelID, err := CreateProviderFromConfig(modelCfg)
+	if err != nil {
+		return nil, "", fmt.Errorf("failed to create provider for model %q: %w", model, err)
+	}
+
+	return provider, modelID, nil
+}

pkg/providers/openai_compat/provider.go

@@ -22,14 +22,21 @@ type UsageInfo = protocoltypes.UsageInfo
 type Message = protocoltypes.Message
 type ToolDefinition = protocoltypes.ToolDefinition
 type ToolFunctionDefinition = protocoltypes.ToolFunctionDefinition
+type ExtraContent = protocoltypes.ExtraContent
+type GoogleExtra = protocoltypes.GoogleExtra
 
 type Provider struct {
-	apiKey     string
+	apiKey         string
-	apiBase    string
+	apiBase        string
-	httpClient *http.Client
+	maxTokensField string // Field name for max tokens (e.g., "max_completion_tokens" for o1/glm models)
+	httpClient     *http.Client
 }
 
 func NewProvider(apiKey, apiBase, proxy string) *Provider {
+	return NewProviderWithMaxTokensField(apiKey, apiBase, proxy, "")
+}
+
+func NewProviderWithMaxTokensField(apiKey, apiBase, proxy, maxTokensField string) *Provider {
 	client := &http.Client{
 		Timeout: 120 * time.Second,
 	}
@@ -46,9 +53,10 @@ func NewProvider(apiKey, apiBase, proxy string) *Provider {
 	}
 
 	return &Provider{
-		apiKey:     apiKey,
+		apiKey:         apiKey,
-		apiBase:    strings.TrimRight(apiBase, "/"),
+		apiBase:        strings.TrimRight(apiBase, "/"),
-		httpClient: client,
+		maxTokensField: maxTokensField,
+		httpClient:     client,
 	}
 }
 
@@ -70,12 +78,18 @@ func (p *Provider) Chat(ctx context.Context, messages []Message, tools []ToolDef
 	}
 
 	if maxTokens, ok := asInt(options["max_tokens"]); ok {
-		lowerModel := strings.ToLower(model)
+		// Use configured maxTokensField if specified, otherwise fallback to model-based detection
-		if strings.Contains(lowerModel, "glm") || strings.Contains(lowerModel, "o1") {
+		fieldName := p.maxTokensField
-			requestBody["max_completion_tokens"] = maxTokens
+		if fieldName == "" {
-		} else {
+			// Fallback: detect from model name for backward compatibility
-			requestBody["max_tokens"] = maxTokens
+			lowerModel := strings.ToLower(model)
+			if strings.Contains(lowerModel, "glm") || strings.Contains(lowerModel, "o1") || strings.Contains(lowerModel, "gpt-5") {
+				fieldName = "max_completion_tokens"
+			} else {
+				fieldName = "max_tokens"
+			}
 		}
+		requestBody[fieldName] = maxTokens
 	}
 
 	if temperature, ok := asFloat(options["temperature"]); ok {
@@ -133,6 +147,11 @@ func parseResponse(body []byte) (*LLMResponse, error) {
 						Name      string `json:"name"`
 						Arguments string `json:"arguments"`
 					} `json:"function"`
+					ExtraContent *struct {
+						Google *struct {
+							ThoughtSignature string `json:"thought_signature"`
+						} `json:"google"`
+					} `json:"extra_content"`
 				} `json:"tool_calls"`
 			} `json:"message"`
 			FinishReason string `json:"finish_reason"`
@@ -157,6 +176,12 @@ func parseResponse(body []byte) (*LLMResponse, error) {
 		arguments := make(map[string]interface{})
 		name := ""
 
+		// Extract thought_signature from Gemini/Google-specific extra content
+		thoughtSignature := ""
+		if tc.ExtraContent != nil && tc.ExtraContent.Google != nil {
+			thoughtSignature = tc.ExtraContent.Google.ThoughtSignature
+		}
+
 		if tc.Function != nil {
 			name = tc.Function.Name
 			if tc.Function.Arguments != "" {
@@ -167,11 +192,23 @@ func parseResponse(body []byte) (*LLMResponse, error) {
 			}
 		}
 
-		toolCalls = append(toolCalls, ToolCall{
+		// Build ToolCall with ExtraContent for Gemini 3 thought_signature persistence
-			ID:        tc.ID,
+		toolCall := ToolCall{
-			Name:      name,
+			ID:               tc.ID,
-			Arguments: arguments,
+			Name:             name,
-		})
+			Arguments:        arguments,
+			ThoughtSignature: thoughtSignature,
+		}
+
+		if thoughtSignature != "" {
+			toolCall.ExtraContent = &ExtraContent{
+				Google: &GoogleExtra{
+					ThoughtSignature: thoughtSignature,
+				},
+			}
+		}
+
+		toolCalls = append(toolCalls, toolCall)
 	}
 
 	return &LLMResponse{

pkg/providers/protocoltypes/types.go

@@ -1,16 +1,27 @@
 package protocoltypes
 
 type ToolCall struct {
-	ID        string                 `json:"id"`
+	ID               string                 `json:"id"`
-	Type      string                 `json:"type,omitempty"`
+	Type             string                 `json:"type,omitempty"`
-	Function  *FunctionCall          `json:"function,omitempty"`
+	Function         *FunctionCall          `json:"function,omitempty"`
-	Name      string                 `json:"name,omitempty"`
+	Name             string                 `json:"name,omitempty"`
-	Arguments map[string]interface{} `json:"arguments,omitempty"`
+	Arguments        map[string]interface{} `json:"arguments,omitempty"`
+	ThoughtSignature string                 `json:"-"` // Internal use only
+	ExtraContent     *ExtraContent          `json:"extra_content,omitempty"`
+}
+
+type ExtraContent struct {
+	Google *GoogleExtra `json:"google,omitempty"`
+}
+
+type GoogleExtra struct {
+	ThoughtSignature string `json:"thought_signature,omitempty"`
 }
 
 type FunctionCall struct {
-	Name      string `json:"name"`
+	Name             string `json:"name"`
-	Arguments string `json:"arguments"`
+	Arguments        string `json:"arguments"`
+	ThoughtSignature string `json:"thought_signature,omitempty"`
 }
 
 type LLMResponse struct {

pkg/providers/toolcall_utils.go

@@ -0,0 +1,54 @@
+// PicoClaw - Ultra-lightweight personal AI agent
+// License: MIT
+//
+// Copyright (c) 2026 PicoClaw contributors
+
+package providers
+
+import "encoding/json"
+
+// NormalizeToolCall normalizes a ToolCall to ensure all fields are properly populated.
+// It handles cases where Name/Arguments might be in different locations (top-level vs Function)
+// and ensures both are populated consistently.
+func NormalizeToolCall(tc ToolCall) ToolCall {
+	normalized := tc
+
+	// Ensure Name is populated from Function if not set
+	if normalized.Name == "" && normalized.Function != nil {
+		normalized.Name = normalized.Function.Name
+	}
+
+	// Ensure Arguments is not nil
+	if normalized.Arguments == nil {
+		normalized.Arguments = map[string]interface{}{}
+	}
+
+	// Parse Arguments from Function.Arguments if not already set
+	if len(normalized.Arguments) == 0 && normalized.Function != nil && normalized.Function.Arguments != "" {
+		var parsed map[string]interface{}
+		if err := json.Unmarshal([]byte(normalized.Function.Arguments), &parsed); err == nil && parsed != nil {
+			normalized.Arguments = parsed
+		}
+	}
+
+	// Ensure Function is populated with consistent values
+	argsJSON, _ := json.Marshal(normalized.Arguments)
+	if normalized.Function == nil {
+		normalized.Function = &FunctionCall{
+			Name:      normalized.Name,
+			Arguments: string(argsJSON),
+		}
+	} else {
+		if normalized.Function.Name == "" {
+			normalized.Function.Name = normalized.Name
+		}
+		if normalized.Name == "" {
+			normalized.Name = normalized.Function.Name
+		}
+		if normalized.Function.Arguments == "" {
+			normalized.Function.Arguments = string(argsJSON)
+		}
+	}
+
+	return normalized
+}

pkg/providers/types.go

@@ -14,6 +14,8 @@ type UsageInfo = protocoltypes.UsageInfo
 type Message = protocoltypes.Message
 type ToolDefinition = protocoltypes.ToolDefinition
 type ToolFunctionDefinition = protocoltypes.ToolFunctionDefinition
+type ExtraContent = protocoltypes.ExtraContent
+type GoogleExtra = protocoltypes.GoogleExtra
 
 type LLMProvider interface {
 	Chat(ctx context.Context, messages []Message, tools []ToolDefinition, model string, options map[string]interface{}) (*LLMResponse, error)

pkg/skills/clawhub_registry.go

@@ -0,0 +1,311 @@
+package skills
+
+import (
+	"context"
+	"encoding/json"
+	"fmt"
+	"io"
+	"net/http"
+	"net/url"
+	"os"
+	"time"
+
+	"github.com/sipeed/picoclaw/pkg/utils"
+)
+
+const (
+	defaultClawHubTimeout  = 30 * time.Second
+	defaultMaxZipSize      = 50 * 1024 * 1024 // 50 MB
+	defaultMaxResponseSize = 2 * 1024 * 1024  // 2 MB
+)
+
+// ClawHubRegistry implements SkillRegistry for the ClawHub platform.
+type ClawHubRegistry struct {
+	baseURL         string
+	authToken       string // Optional - for elevated rate limits
+	searchPath      string // Search API
+	skillsPath      string // For retrieving skill metadata
+	downloadPath    string // For fetching ZIP files for download
+	maxZipSize      int
+	maxResponseSize int
+	client          *http.Client
+}
+
+// NewClawHubRegistry creates a new ClawHub registry client from config.
+func NewClawHubRegistry(cfg ClawHubConfig) *ClawHubRegistry {
+	baseURL := cfg.BaseURL
+	if baseURL == "" {
+		baseURL = "https://clawhub.ai"
+	}
+	searchPath := cfg.SearchPath
+	if searchPath == "" {
+		searchPath = "/api/v1/search"
+	}
+	skillsPath := cfg.SkillsPath
+	if skillsPath == "" {
+		skillsPath = "/api/v1/skills"
+	}
+	downloadPath := cfg.DownloadPath
+	if downloadPath == "" {
+		downloadPath = "/api/v1/download"
+	}
+
+	timeout := defaultClawHubTimeout
+	if cfg.Timeout > 0 {
+		timeout = time.Duration(cfg.Timeout) * time.Second
+	}
+
+	maxZip := defaultMaxZipSize
+	if cfg.MaxZipSize > 0 {
+		maxZip = cfg.MaxZipSize
+	}
+
+	maxResp := defaultMaxResponseSize
+	if cfg.MaxResponseSize > 0 {
+		maxResp = cfg.MaxResponseSize
+	}
+
+	return &ClawHubRegistry{
+		baseURL:         baseURL,
+		authToken:       cfg.AuthToken,
+		searchPath:      searchPath,
+		skillsPath:      skillsPath,
+		downloadPath:    downloadPath,
+		maxZipSize:      maxZip,
+		maxResponseSize: maxResp,
+		client: &http.Client{
+			Timeout: timeout,
+			Transport: &http.Transport{
+				MaxIdleConns:        5,
+				IdleConnTimeout:     30 * time.Second,
+				TLSHandshakeTimeout: 10 * time.Second,
+			},
+		},
+	}
+}
+
+func (c *ClawHubRegistry) Name() string {
+	return "clawhub"
+}
+
+// --- Search ---
+
+type clawhubSearchResponse struct {
+	Results []clawhubSearchResult `json:"results"`
+}
+
+type clawhubSearchResult struct {
+	Score       float64 `json:"score"`
+	Slug        *string `json:"slug"`
+	DisplayName *string `json:"displayName"`
+	Summary     *string `json:"summary"`
+	Version     *string `json:"version"`
+}
+
+func (c *ClawHubRegistry) Search(ctx context.Context, query string, limit int) ([]SearchResult, error) {
+	u, err := url.Parse(c.baseURL + c.searchPath)
+	if err != nil {
+		return nil, fmt.Errorf("invalid base URL: %w", err)
+	}
+
+	q := u.Query()
+	q.Set("q", query)
+	if limit > 0 {
+		q.Set("limit", fmt.Sprintf("%d", limit))
+	}
+	u.RawQuery = q.Encode()
+
+	body, err := c.doGet(ctx, u.String())
+	if err != nil {
+		return nil, fmt.Errorf("search request failed: %w", err)
+	}
+
+	var resp clawhubSearchResponse
+	if err := json.Unmarshal(body, &resp); err != nil {
+		return nil, fmt.Errorf("failed to parse search response: %w", err)
+	}
+
+	results := make([]SearchResult, 0, len(resp.Results))
+	for _, r := range resp.Results {
+		slug := utils.DerefStr(r.Slug, "")
+		if slug == "" {
+			continue
+		}
+
+		summary := utils.DerefStr(r.Summary, "")
+		if summary == "" {
+			continue
+		}
+
+		displayName := utils.DerefStr(r.DisplayName, "")
+		if displayName == "" {
+			displayName = slug
+		}
+
+		results = append(results, SearchResult{
+			Score:        r.Score,
+			Slug:         slug,
+			DisplayName:  displayName,
+			Summary:      summary,
+			Version:      utils.DerefStr(r.Version, ""),
+			RegistryName: c.Name(),
+		})
+	}
+
+	return results, nil
+}
+
+// --- GetSkillMeta ---
+
+type clawhubSkillResponse struct {
+	Slug          string                 `json:"slug"`
+	DisplayName   string                 `json:"displayName"`
+	Summary       string                 `json:"summary"`
+	LatestVersion *clawhubVersionInfo    `json:"latestVersion"`
+	Moderation    *clawhubModerationInfo `json:"moderation"`
+}
+
+type clawhubVersionInfo struct {
+	Version string `json:"version"`
+}
+
+type clawhubModerationInfo struct {
+	IsMalwareBlocked bool `json:"isMalwareBlocked"`
+	IsSuspicious     bool `json:"isSuspicious"`
+}
+
+func (c *ClawHubRegistry) GetSkillMeta(ctx context.Context, slug string) (*SkillMeta, error) {
+	if err := utils.ValidateSkillIdentifier(slug); err != nil {
+		return nil, fmt.Errorf("invalid slug %q: error: %s", slug, err.Error())
+	}
+
+	u := c.baseURL + c.skillsPath + "/" + url.PathEscape(slug)
+
+	body, err := c.doGet(ctx, u)
+	if err != nil {
+		return nil, fmt.Errorf("skill metadata request failed: %w", err)
+	}
+
+	var resp clawhubSkillResponse
+	if err := json.Unmarshal(body, &resp); err != nil {
+		return nil, fmt.Errorf("failed to parse skill metadata: %w", err)
+	}
+
+	meta := &SkillMeta{
+		Slug:         resp.Slug,
+		DisplayName:  resp.DisplayName,
+		Summary:      resp.Summary,
+		RegistryName: c.Name(),
+	}
+
+	if resp.LatestVersion != nil {
+		meta.LatestVersion = resp.LatestVersion.Version
+	}
+	if resp.Moderation != nil {
+		meta.IsMalwareBlocked = resp.Moderation.IsMalwareBlocked
+		meta.IsSuspicious = resp.Moderation.IsSuspicious
+	}
+
+	return meta, nil
+}
+
+// --- DownloadAndInstall ---
+
+// DownloadAndInstall fetches metadata (with fallback), resolves version,
+// downloads the skill ZIP, and extracts it to targetDir.
+// Returns an InstallResult for the caller to use for moderation decisions.
+func (c *ClawHubRegistry) DownloadAndInstall(ctx context.Context, slug, version, targetDir string) (*InstallResult, error) {
+	if err := utils.ValidateSkillIdentifier(slug); err != nil {
+		return nil, fmt.Errorf("invalid slug %q: error: %s", slug, err.Error())
+	}
+
+	// Step 1: Fetch metadata (with fallback).
+	result := &InstallResult{}
+	meta, err := c.GetSkillMeta(ctx, slug)
+	if err != nil {
+		// Fallback: proceed without metadata.
+		meta = nil
+	}
+
+	if meta != nil {
+		result.IsMalwareBlocked = meta.IsMalwareBlocked
+		result.IsSuspicious = meta.IsSuspicious
+		result.Summary = meta.Summary
+	}
+
+	// Step 2: Resolve version.
+	installVersion := version
+	if installVersion == "" && meta != nil {
+		installVersion = meta.LatestVersion
+	}
+	if installVersion == "" {
+		installVersion = "latest"
+	}
+	result.Version = installVersion
+
+	// Step 3: Download ZIP to temp file (streams in ~32KB chunks).
+	u, err := url.Parse(c.baseURL + c.downloadPath)
+	if err != nil {
+		return nil, fmt.Errorf("invalid base URL: %w", err)
+	}
+
+	q := u.Query()
+	q.Set("slug", slug)
+	if installVersion != "latest" {
+		q.Set("version", installVersion)
+	}
+	u.RawQuery = q.Encode()
+
+	req, err := http.NewRequestWithContext(ctx, "GET", u.String(), nil)
+	if err != nil {
+		return nil, fmt.Errorf("failed to create request: %w", err)
+	}
+	if c.authToken != "" {
+		req.Header.Set("Authorization", "Bearer "+c.authToken)
+	}
+
+	tmpPath, err := utils.DownloadToFile(ctx, c.client, req, int64(c.maxZipSize))
+	if err != nil {
+		return nil, fmt.Errorf("download failed: %w", err)
+	}
+	defer os.Remove(tmpPath)
+
+	// Step 4: Extract from file on disk.
+	if err := utils.ExtractZipFile(tmpPath, targetDir); err != nil {
+		return nil, err
+	}
+
+	return result, nil
+}
+
+// --- HTTP helper ---
+
+func (c *ClawHubRegistry) doGet(ctx context.Context, urlStr string) ([]byte, error) {
+	req, err := http.NewRequestWithContext(ctx, "GET", urlStr, nil)
+	if err != nil {
+		return nil, err
+	}
+
+	req.Header.Set("Accept", "application/json")
+	if c.authToken != "" {
+		req.Header.Set("Authorization", "Bearer "+c.authToken)
+	}
+
+	resp, err := c.client.Do(req)
+	if err != nil {
+		return nil, err
+	}
+	defer resp.Body.Close()
+
+	// Limit response body read to prevent memory issues.
+	body, err := io.ReadAll(io.LimitReader(resp.Body, int64(c.maxResponseSize)))
+	if err != nil {
+		return nil, fmt.Errorf("failed to read response: %w", err)
+	}
+
+	if resp.StatusCode < 200 || resp.StatusCode >= 300 {
+		return nil, fmt.Errorf("HTTP %d: %s", resp.StatusCode, string(body))
+	}
+
+	return body, nil
+}

pkg/skills/clawhub_registry_test.go

@@ -0,0 +1,256 @@
+package skills
+
+import (
+	"archive/zip"
+	"bytes"
+	"context"
+	"encoding/json"
+	"net/http"
+	"net/http/httptest"
+	"os"
+	"path/filepath"
+	"testing"
+
+	"github.com/sipeed/picoclaw/pkg/utils"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+)
+
+func newTestRegistry(serverURL, authToken string) *ClawHubRegistry {
+	return NewClawHubRegistry(ClawHubConfig{
+		Enabled:   true,
+		BaseURL:   serverURL,
+		AuthToken: authToken,
+	})
+}
+
+func TestClawHubRegistrySearch(t *testing.T) {
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		assert.Equal(t, "/api/v1/search", r.URL.Path)
+		assert.Equal(t, "github", r.URL.Query().Get("q"))
+
+		slug := "github"
+		name := "GitHub Integration"
+		summary := "Interact with GitHub repos"
+		version := "1.0.0"
+
+		json.NewEncoder(w).Encode(clawhubSearchResponse{
+			Results: []clawhubSearchResult{
+				{Score: 0.95, Slug: &slug, DisplayName: &name, Summary: &summary, Version: &version},
+			},
+		})
+	}))
+	defer srv.Close()
+
+	reg := newTestRegistry(srv.URL, "")
+	results, err := reg.Search(context.Background(), "github", 5)
+
+	require.NoError(t, err)
+	require.Len(t, results, 1)
+	assert.Equal(t, "github", results[0].Slug)
+	assert.Equal(t, "GitHub Integration", results[0].DisplayName)
+	assert.InDelta(t, 0.95, results[0].Score, 0.001)
+	assert.Equal(t, "clawhub", results[0].RegistryName)
+}
+
+func TestClawHubRegistryGetSkillMeta(t *testing.T) {
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		assert.Equal(t, "/api/v1/skills/github", r.URL.Path)
+
+		json.NewEncoder(w).Encode(clawhubSkillResponse{
+			Slug:        "github",
+			DisplayName: "GitHub Integration",
+			Summary:     "Full GitHub API integration",
+			LatestVersion: &clawhubVersionInfo{
+				Version: "2.1.0",
+			},
+			Moderation: &clawhubModerationInfo{
+				IsMalwareBlocked: false,
+				IsSuspicious:     true,
+			},
+		})
+	}))
+	defer srv.Close()
+
+	reg := newTestRegistry(srv.URL, "")
+	meta, err := reg.GetSkillMeta(context.Background(), "github")
+
+	require.NoError(t, err)
+	assert.Equal(t, "github", meta.Slug)
+	assert.Equal(t, "2.1.0", meta.LatestVersion)
+	assert.False(t, meta.IsMalwareBlocked)
+	assert.True(t, meta.IsSuspicious)
+}
+
+func TestClawHubRegistryGetSkillMetaUnsafeSlug(t *testing.T) {
+	reg := newTestRegistry("https://example.com", "")
+	_, err := reg.GetSkillMeta(context.Background(), "../etc/passwd")
+	assert.Error(t, err)
+	assert.Contains(t, err.Error(), "invalid slug")
+}
+
+func TestClawHubRegistryDownloadAndInstall(t *testing.T) {
+	// Create a valid ZIP in memory.
+	zipBuf := createTestZip(t, map[string]string{
+		"SKILL.md":  "---\nname: test-skill\ndescription: A test\n---\nHello skill",
+		"README.md": "# Test Skill\n",
+	})
+
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		switch r.URL.Path {
+		case "/api/v1/skills/test-skill":
+			// Metadata endpoint.
+			json.NewEncoder(w).Encode(clawhubSkillResponse{
+				Slug:          "test-skill",
+				DisplayName:   "Test Skill",
+				Summary:       "A test skill",
+				LatestVersion: &clawhubVersionInfo{Version: "1.0.0"},
+			})
+		case "/api/v1/download":
+			assert.Equal(t, "test-skill", r.URL.Query().Get("slug"))
+			w.Header().Set("Content-Type", "application/zip")
+			w.Write(zipBuf)
+		default:
+			w.WriteHeader(http.StatusNotFound)
+		}
+	}))
+	defer srv.Close()
+
+	tmpDir := t.TempDir()
+	targetDir := filepath.Join(tmpDir, "test-skill")
+
+	reg := newTestRegistry(srv.URL, "")
+	result, err := reg.DownloadAndInstall(context.Background(), "test-skill", "1.0.0", targetDir)
+
+	require.NoError(t, err)
+	assert.Equal(t, "1.0.0", result.Version)
+	assert.False(t, result.IsMalwareBlocked)
+
+	// Verify extracted files.
+	skillContent, err := os.ReadFile(filepath.Join(targetDir, "SKILL.md"))
+	require.NoError(t, err)
+	assert.Contains(t, string(skillContent), "Hello skill")
+
+	readmeContent, err := os.ReadFile(filepath.Join(targetDir, "README.md"))
+	require.NoError(t, err)
+	assert.Contains(t, string(readmeContent), "# Test Skill")
+}
+
+func TestClawHubRegistryAuthToken(t *testing.T) {
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		authHeader := r.Header.Get("Authorization")
+		assert.Equal(t, "Bearer test-token-123", authHeader)
+		json.NewEncoder(w).Encode(clawhubSearchResponse{Results: nil})
+	}))
+	defer srv.Close()
+
+	reg := newTestRegistry(srv.URL, "test-token-123")
+	_, _ = reg.Search(context.Background(), "test", 5)
+}
+
+func TestExtractZipPathTraversal(t *testing.T) {
+	// Create a ZIP with a path traversal entry.
+	var buf bytes.Buffer
+	zw := zip.NewWriter(&buf)
+
+	// Malicious entry trying to escape directory.
+	w, err := zw.Create("../../etc/passwd")
+	require.NoError(t, err)
+	w.Write([]byte("malicious"))
+
+	zw.Close()
+
+	// Write to temp file for extractZipFile.
+	tmpZip := filepath.Join(t.TempDir(), "bad.zip")
+	require.NoError(t, os.WriteFile(tmpZip, buf.Bytes(), 0644))
+
+	tmpDir := t.TempDir()
+	err = utils.ExtractZipFile(tmpZip, tmpDir)
+	assert.Error(t, err)
+	assert.Contains(t, err.Error(), "unsafe path")
+}
+
+func TestExtractZipWithSubdirectories(t *testing.T) {
+	zipBuf := createTestZip(t, map[string]string{
+		"SKILL.md":           "root file",
+		"scripts/helper.sh":  "#!/bin/bash\necho hello",
+		"examples/demo.yaml": "key: value",
+	})
+
+	// Write to temp file for extractZipFile.
+	tmpZip := filepath.Join(t.TempDir(), "test.zip")
+	require.NoError(t, os.WriteFile(tmpZip, zipBuf, 0644))
+
+	tmpDir := t.TempDir()
+	targetDir := filepath.Join(tmpDir, "my-skill")
+
+	err := utils.ExtractZipFile(tmpZip, targetDir)
+	require.NoError(t, err)
+
+	// Verify nested file.
+	data, err := os.ReadFile(filepath.Join(targetDir, "scripts", "helper.sh"))
+	require.NoError(t, err)
+	assert.Contains(t, string(data), "#!/bin/bash")
+}
+
+func TestClawHubRegistrySearchHTTPError(t *testing.T) {
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		w.WriteHeader(http.StatusInternalServerError)
+		w.Write([]byte("Internal Server Error"))
+	}))
+	defer srv.Close()
+
+	reg := newTestRegistry(srv.URL, "")
+	_, err := reg.Search(context.Background(), "test", 5)
+	assert.Error(t, err)
+	assert.Contains(t, err.Error(), "500")
+}
+
+func TestClawHubRegistrySearchNullableFields(t *testing.T) {
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		validSlug := "valid-slug"
+		validSummary := "valid summary"
+
+		// Return results with various null/empty fields
+		json.NewEncoder(w).Encode(clawhubSearchResponse{
+			Results: []clawhubSearchResult{
+				// Case 1: Null Slug -> Skip
+				{Score: 0.1, Slug: nil, DisplayName: nil, Summary: nil, Version: nil},
+				// Case 2: Valid Slug, Null Summary -> Skip
+				{Score: 0.2, Slug: &validSlug, DisplayName: nil, Summary: nil, Version: nil},
+				// Case 3: Valid Slug, Valid Summary, Null Name -> Keep, Name=Slug
+				{Score: 0.8, Slug: &validSlug, DisplayName: nil, Summary: &validSummary, Version: nil},
+			},
+		})
+	}))
+	defer srv.Close()
+
+	reg := newTestRegistry(srv.URL, "")
+	results, err := reg.Search(context.Background(), "test", 5)
+
+	require.NoError(t, err)
+	require.Len(t, results, 1, "should only return 1 valid result")
+
+	r := results[0]
+	assert.Equal(t, "valid-slug", r.Slug)
+	assert.Equal(t, "valid-slug", r.DisplayName, "should fallback name to slug")
+	assert.Equal(t, "valid summary", r.Summary)
+}
+
+// --- helpers ---
+
+func createTestZip(t *testing.T, files map[string]string) []byte {
+	t.Helper()
+	var buf bytes.Buffer
+	zw := zip.NewWriter(&buf)
+
+	for name, content := range files {
+		w, err := zw.Create(name)
+		require.NoError(t, err)
+		_, err = w.Write([]byte(content))
+		require.NoError(t, err)
+	}
+
+	require.NoError(t, zw.Close())
+	return buf.Bytes()
+}

pkg/skills/installer.go

@@ -8,7 +8,6 @@ import (
 	"net/http"
 	"os"
 	"path/filepath"
-	"strings"
 	"time"
 )
 
@@ -24,12 +23,6 @@ type AvailableSkill struct {
 	Tags        []string `json:"tags"`
 }
 
-type BuiltinSkill struct {
-	Name    string `json:"name"`
-	Path    string `json:"path"`
-	Enabled bool   `json:"enabled"`
-}
-
 func NewSkillInstaller(workspace string) *SkillInstaller {
 	return &SkillInstaller{
 		workspace: workspace,
@@ -123,49 +116,3 @@ func (si *SkillInstaller) ListAvailableSkills(ctx context.Context) ([]AvailableS
 
 	return skills, nil
 }
-
-func (si *SkillInstaller) ListBuiltinSkills() []BuiltinSkill {
-	builtinSkillsDir := filepath.Join(filepath.Dir(si.workspace), "picoclaw", "skills")
-
-	entries, err := os.ReadDir(builtinSkillsDir)
-	if err != nil {
-		return nil
-	}
-
-	var skills []BuiltinSkill
-	for _, entry := range entries {
-		if entry.IsDir() {
-			_ = entry
-			skillName := entry.Name()
-			skillFile := filepath.Join(builtinSkillsDir, skillName, "SKILL.md")
-
-			data, err := os.ReadFile(skillFile)
-			description := ""
-			if err == nil {
-				content := string(data)
-				if idx := strings.Index(content, "\n"); idx > 0 {
-					firstLine := content[:idx]
-					if strings.Contains(firstLine, "description:") {
-						descLine := strings.Index(content[idx:], "\n")
-						if descLine > 0 {
-							description = strings.TrimSpace(content[idx+descLine : idx+descLine])
-						}
-					}
-				}
-			}
-
-			// skill := BuiltinSkill{
-			// 	Name:    skillName,
-			// 	Path:    description,
-			// 	Enabled: true,
-			// }
-
-			status := "✓"
-			fmt.Printf("  %s  %s\n", status, entry.Name())
-			if description != "" {
-				fmt.Printf("    %s\n", description)
-			}
-		}
-	}
-	return skills
-}

pkg/skills/loader.go

@@ -9,6 +9,8 @@ import (
 	"path/filepath"
 	"regexp"
 	"strings"
+
+	"github.com/sipeed/picoclaw/pkg/logger"
 )
 
 var namePattern = regexp.MustCompile(`^[a-zA-Z0-9]+(-[a-zA-Z0-9]+)*$`)
@@ -251,6 +253,11 @@ func (sl *SkillsLoader) BuildSkillsSummary() string {
 func (sl *SkillsLoader) getSkillMetadata(skillPath string) *SkillMetadata {
 	content, err := os.ReadFile(skillPath)
 	if err != nil {
+		logger.WarnCF("skills", "Failed to read skill metadata",
+			map[string]interface{}{
+				"skill_path": skillPath,
+				"error":      err.Error(),
+			})
 		return nil
 	}
 
@@ -283,10 +290,15 @@ func (sl *SkillsLoader) getSkillMetadata(skillPath string) *SkillMetadata {
 
 // parseSimpleYAML parses simple key: value YAML format
 // Example: name: github\n description: "..."
+// Normalizes line endings to handle \n (Unix), \r\n (Windows), and \r (classic Mac)
 func (sl *SkillsLoader) parseSimpleYAML(content string) map[string]string {
 	result := make(map[string]string)
 
-	for _, line := range strings.Split(content, "\n") {
+	// Normalize line endings: convert \r\n and \r to \n
+	normalized := strings.ReplaceAll(content, "\r\n", "\n")
+	normalized = strings.ReplaceAll(normalized, "\r", "\n")
+
+	for _, line := range strings.Split(normalized, "\n") {
 		line = strings.TrimSpace(line)
 		if line == "" || strings.HasPrefix(line, "#") {
 			continue
@@ -306,9 +318,10 @@ func (sl *SkillsLoader) parseSimpleYAML(content string) map[string]string {
 }
 
 func (sl *SkillsLoader) extractFrontmatter(content string) string {
-	// (?s) enables DOTALL mode so . matches newlines
+	// Support \n (Unix), \r\n (Windows), and \r (classic Mac) line endings for frontmatter blocks
-	// Match first ---, capture everything until next --- on its own line
+	// (?s) enables DOTALL so . matches newlines;
-	re := regexp.MustCompile(`(?s)^---\n(.*)\n---`)
+	// ^--- at start, then ... --- at start of line, honoring all three line ending types
+	re := regexp.MustCompile(`(?s)^---(?:\r\n|\n|\r)(.*?)(?:\r\n|\n|\r)---`)
 	match := re.FindStringSubmatch(content)
 	if len(match) > 1 {
 		return match[1]
@@ -317,7 +330,11 @@ func (sl *SkillsLoader) extractFrontmatter(content string) string {
 }
 
 func (sl *SkillsLoader) stripFrontmatter(content string) string {
-	re := regexp.MustCompile(`^---\n.*?\n---\n`)
+	// Support \n (Unix), \r\n (Windows), and \r (classic Mac) line endings for frontmatter blocks
+	// (?s) enables DOTALL so . matches newlines;
+	// ^--- at start, then ... --- at start of line, honoring all three line ending types
+	// Match zero or more trailing line endings after closing --- (handles both with and without blank lines)
+	re := regexp.MustCompile(`(?s)^---(?:\r\n|\n|\r)(.*?)(?:\r\n|\n|\r)---(?:\r\n|\n|\r)*`)
 	return re.ReplaceAllString(content, "")
 }
 

pkg/skills/loader_test.go

@@ -75,3 +75,105 @@ func TestSkillsInfoValidate(t *testing.T) {
 		})
 	}
 }
+
+func TestExtractFrontmatter(t *testing.T) {
+	sl := &SkillsLoader{}
+
+	testcases := []struct {
+		name           string
+		content        string
+		expectedName   string
+		expectedDesc   string
+		lineEndingType string
+	}{
+		{
+			name:           "unix-line-endings",
+			lineEndingType: "Unix (\\n)",
+			content:        "---\nname: test-skill\ndescription: A test skill\n---\n\n# Skill Content",
+			expectedName:   "test-skill",
+			expectedDesc:   "A test skill",
+		},
+		{
+			name:           "windows-line-endings",
+			lineEndingType: "Windows (\\r\\n)",
+			content:        "---\r\nname: test-skill\r\ndescription: A test skill\r\n---\r\n\r\n# Skill Content",
+			expectedName:   "test-skill",
+			expectedDesc:   "A test skill",
+		},
+		{
+			name:           "classic-mac-line-endings",
+			lineEndingType: "Classic Mac (\\r)",
+			content:        "---\rname: test-skill\rdescription: A test skill\r---\r\r# Skill Content",
+			expectedName:   "test-skill",
+			expectedDesc:   "A test skill",
+		},
+	}
+
+	for _, tc := range testcases {
+		t.Run(tc.name, func(t *testing.T) {
+			// Extract frontmatter
+			frontmatter := sl.extractFrontmatter(tc.content)
+			assert.NotEmpty(t, frontmatter, "Frontmatter should be extracted for %s line endings", tc.lineEndingType)
+
+			// Parse YAML to get name and description (parseSimpleYAML now handles all line ending types)
+			yamlMeta := sl.parseSimpleYAML(frontmatter)
+			assert.Equal(t, tc.expectedName, yamlMeta["name"], "Name should be correctly parsed from frontmatter with %s line endings", tc.lineEndingType)
+			assert.Equal(t, tc.expectedDesc, yamlMeta["description"], "Description should be correctly parsed from frontmatter with %s line endings", tc.lineEndingType)
+		})
+	}
+}
+
+func TestStripFrontmatter(t *testing.T) {
+	sl := &SkillsLoader{}
+
+	testcases := []struct {
+		name            string
+		content         string
+		expectedContent string
+		lineEndingType  string
+	}{
+		{
+			name:            "unix-line-endings",
+			lineEndingType:  "Unix (\\n)",
+			content:         "---\nname: test-skill\ndescription: A test skill\n---\n\n# Skill Content",
+			expectedContent: "# Skill Content",
+		},
+		{
+			name:            "windows-line-endings",
+			lineEndingType:  "Windows (\\r\\n)",
+			content:         "---\r\nname: test-skill\r\ndescription: A test skill\r\n---\r\n\r\n# Skill Content",
+			expectedContent: "# Skill Content",
+		},
+		{
+			name:            "classic-mac-line-endings",
+			lineEndingType:  "Classic Mac (\\r)",
+			content:         "---\rname: test-skill\rdescription: A test skill\r---\r\r# Skill Content",
+			expectedContent: "# Skill Content",
+		},
+		{
+			name:            "unix-line-endings-without-trailing-newline",
+			lineEndingType:  "Unix (\\n) without trailing newline",
+			content:         "---\nname: test-skill\ndescription: A test skill\n---\n# Skill Content",
+			expectedContent: "# Skill Content",
+		},
+		{
+			name:            "windows-line-endings-without-trailing-newline",
+			lineEndingType:  "Windows (\\r\\n) without trailing newline",
+			content:         "---\r\nname: test-skill\r\ndescription: A test skill\r\n---\r\n# Skill Content",
+			expectedContent: "# Skill Content",
+		},
+		{
+			name:            "no-frontmatter",
+			lineEndingType:  "No frontmatter",
+			content:         "# Skill Content\n\nSome content here.",
+			expectedContent: "# Skill Content\n\nSome content here.",
+		},
+	}
+
+	for _, tc := range testcases {
+		t.Run(tc.name, func(t *testing.T) {
+			result := sl.stripFrontmatter(tc.content)
+			assert.Equal(t, tc.expectedContent, result, "Frontmatter should be stripped correctly for %s", tc.lineEndingType)
+		})
+	}
+}

pkg/skills/registry.go

@@ -0,0 +1,223 @@
+package skills
+
+import (
+	"context"
+	"fmt"
+	"log/slog"
+	"sync"
+	"time"
+)
+
+const (
+	defaultMaxConcurrentSearches = 2
+)
+
+// SearchResult represents a single result from a skill registry search.
+type SearchResult struct {
+	Score        float64 `json:"score"`
+	Slug         string  `json:"slug"`
+	DisplayName  string  `json:"display_name"`
+	Summary      string  `json:"summary"`
+	Version      string  `json:"version"`
+	RegistryName string  `json:"registry_name"`
+}
+
+// SkillMeta holds metadata about a skill from a registry.
+type SkillMeta struct {
+	Slug             string `json:"slug"`
+	DisplayName      string `json:"display_name"`
+	Summary          string `json:"summary"`
+	LatestVersion    string `json:"latest_version"`
+	IsMalwareBlocked bool   `json:"is_malware_blocked"`
+	IsSuspicious     bool   `json:"is_suspicious"`
+	RegistryName     string `json:"registry_name"`
+}
+
+// InstallResult is returned by DownloadAndInstall to carry metadata
+// back to the caller for moderation and user messaging.
+type InstallResult struct {
+	Version          string
+	IsMalwareBlocked bool
+	IsSuspicious     bool
+	Summary          string
+}
+
+// SkillRegistry is the interface that all skill registries must implement.
+// Each registry represents a different source of skills (e.g., clawhub.ai)
+type SkillRegistry interface {
+	// Name returns the unique name of this registry (e.g., "clawhub").
+	Name() string
+	// Search searches the registry for skills matching the query.
+	Search(ctx context.Context, query string, limit int) ([]SearchResult, error)
+	// GetSkillMeta retrieves metadata for a specific skill by slug.
+	GetSkillMeta(ctx context.Context, slug string) (*SkillMeta, error)
+	// DownloadAndInstall fetches metadata, resolves the version, downloads and
+	// installs the skill to targetDir. Returns an InstallResult with metadata
+	// for the caller to use for moderation and user messaging.
+	DownloadAndInstall(ctx context.Context, slug, version, targetDir string) (*InstallResult, error)
+}
+
+// RegistryConfig holds configuration for all skill registries.
+// This is the input to NewRegistryManagerFromConfig.
+type RegistryConfig struct {
+	ClawHub               ClawHubConfig
+	MaxConcurrentSearches int
+}
+
+// ClawHubConfig configures the ClawHub registry.
+type ClawHubConfig struct {
+	Enabled         bool
+	BaseURL         string
+	AuthToken       string
+	SearchPath      string // e.g. "/api/v1/search"
+	SkillsPath      string // e.g. "/api/v1/skills"
+	DownloadPath    string // e.g. "/api/v1/download"
+	Timeout         int    // seconds, 0 = default (30s)
+	MaxZipSize      int    // bytes, 0 = default (50MB)
+	MaxResponseSize int    // bytes, 0 = default (2MB)
+}
+
+// RegistryManager coordinates multiple skill registries.
+// It fans out search requests and routes installs to the correct registry.
+type RegistryManager struct {
+	registries    []SkillRegistry
+	maxConcurrent int
+	mu            sync.RWMutex
+}
+
+// NewRegistryManager creates an empty RegistryManager.
+func NewRegistryManager() *RegistryManager {
+	return &RegistryManager{
+		registries:    make([]SkillRegistry, 0),
+		maxConcurrent: defaultMaxConcurrentSearches,
+	}
+}
+
+// NewRegistryManagerFromConfig builds a RegistryManager from config,
+// instantiating only the enabled registries.
+func NewRegistryManagerFromConfig(cfg RegistryConfig) *RegistryManager {
+	rm := NewRegistryManager()
+	if cfg.MaxConcurrentSearches > 0 {
+		rm.maxConcurrent = cfg.MaxConcurrentSearches
+	}
+	if cfg.ClawHub.Enabled {
+		rm.AddRegistry(NewClawHubRegistry(cfg.ClawHub))
+	}
+	return rm
+}
+
+// AddRegistry adds a registry to the manager.
+func (rm *RegistryManager) AddRegistry(r SkillRegistry) {
+	rm.mu.Lock()
+	defer rm.mu.Unlock()
+	rm.registries = append(rm.registries, r)
+}
+
+// GetRegistry returns a registry by name, or nil if not found.
+func (rm *RegistryManager) GetRegistry(name string) SkillRegistry {
+	rm.mu.RLock()
+	defer rm.mu.RUnlock()
+	for _, r := range rm.registries {
+		if r.Name() == name {
+			return r
+		}
+	}
+	return nil
+}
+
+// SearchAll fans out the query to all registries concurrently
+// and merges results sorted by score descending.
+func (rm *RegistryManager) SearchAll(ctx context.Context, query string, limit int) ([]SearchResult, error) {
+	rm.mu.RLock()
+	regs := make([]SkillRegistry, len(rm.registries))
+	copy(regs, rm.registries)
+	rm.mu.RUnlock()
+
+	if len(regs) == 0 {
+		return nil, fmt.Errorf("no registries configured")
+	}
+
+	type regResult struct {
+		results []SearchResult
+		err     error
+	}
+
+	// Semaphore: limit concurrency.
+	sem := make(chan struct{}, rm.maxConcurrent)
+	resultsCh := make(chan regResult, len(regs))
+
+	var wg sync.WaitGroup
+	for _, reg := range regs {
+		wg.Add(1)
+		go func(r SkillRegistry) {
+			defer wg.Done()
+
+			// Acquire semaphore slot.
+			select {
+			case sem <- struct{}{}:
+				defer func() { <-sem }()
+			case <-ctx.Done():
+				resultsCh <- regResult{err: ctx.Err()}
+				return
+			}
+
+			searchCtx, cancel := context.WithTimeout(ctx, 1*time.Minute)
+			defer cancel()
+
+			results, err := r.Search(searchCtx, query, limit)
+			if err != nil {
+				slog.Warn("registry search failed", "registry", r.Name(), "error", err)
+				resultsCh <- regResult{err: err}
+				return
+			}
+			resultsCh <- regResult{results: results}
+		}(reg)
+	}
+
+	// Close results channel after all goroutines complete.
+	go func() {
+		wg.Wait()
+		close(resultsCh)
+	}()
+
+	var merged []SearchResult
+	var lastErr error
+
+	var anyRegistrySucceeded bool
+	for rr := range resultsCh {
+		if rr.err != nil {
+			lastErr = rr.err
+			continue
+		}
+		anyRegistrySucceeded = true
+		merged = append(merged, rr.results...)
+	}
+
+	// If all registries failed, return the last error.
+	if !anyRegistrySucceeded && lastErr != nil {
+		return nil, fmt.Errorf("all registries failed: %w", lastErr)
+	}
+
+	// Sort by score descending.
+	sortByScoreDesc(merged)
+
+	// Clamp to limit.
+	if limit > 0 && len(merged) > limit {
+		merged = merged[:limit]
+	}
+
+	return merged, nil
+}
+
+// sortByScoreDesc sorts SearchResults by Score in descending order (insertion sort — small slices).
+func sortByScoreDesc(results []SearchResult) {
+	for i := 1; i < len(results); i++ {
+		key := results[i]
+		j := i - 1
+		for j >= 0 && results[j].Score < key.Score {
+			results[j+1] = results[j]
+			j--
+		}
+		results[j+1] = key
+	}
+}

pkg/skills/registry_test.go

@@ -0,0 +1,179 @@
+package skills
+
+import (
+	"context"
+	"fmt"
+	"testing"
+	"time"
+
+	"github.com/sipeed/picoclaw/pkg/utils"
+	"github.com/stretchr/testify/assert"
+)
+
+// mockRegistry is a test double implementing SkillRegistry.
+type mockRegistry struct {
+	name          string
+	searchResults []SearchResult
+	searchErr     error
+	meta          *SkillMeta
+	metaErr       error
+	installResult *InstallResult
+	installErr    error
+}
+
+func (m *mockRegistry) Name() string { return m.name }
+
+func (m *mockRegistry) Search(_ context.Context, _ string, _ int) ([]SearchResult, error) {
+	return m.searchResults, m.searchErr
+}
+
+func (m *mockRegistry) GetSkillMeta(_ context.Context, _ string) (*SkillMeta, error) {
+	return m.meta, m.metaErr
+}
+
+func (m *mockRegistry) DownloadAndInstall(_ context.Context, _, _, _ string) (*InstallResult, error) {
+	return m.installResult, m.installErr
+}
+
+func TestRegistryManagerSearchAllSingle(t *testing.T) {
+	mgr := NewRegistryManager()
+	mgr.AddRegistry(&mockRegistry{
+		name: "test",
+		searchResults: []SearchResult{
+			{Slug: "skill-a", Score: 0.9, RegistryName: "test"},
+			{Slug: "skill-b", Score: 0.5, RegistryName: "test"},
+		},
+	})
+
+	results, err := mgr.SearchAll(context.Background(), "test query", 10)
+	assert.NoError(t, err)
+	assert.Len(t, results, 2)
+	assert.Equal(t, "skill-a", results[0].Slug)
+}
+
+func TestRegistryManagerSearchAllMultiple(t *testing.T) {
+	mgr := NewRegistryManager()
+	mgr.AddRegistry(&mockRegistry{
+		name: "alpha",
+		searchResults: []SearchResult{
+			{Slug: "skill-a", Score: 0.8, RegistryName: "alpha"},
+		},
+	})
+	mgr.AddRegistry(&mockRegistry{
+		name: "beta",
+		searchResults: []SearchResult{
+			{Slug: "skill-b", Score: 0.95, RegistryName: "beta"},
+		},
+	})
+
+	results, err := mgr.SearchAll(context.Background(), "test query", 10)
+	assert.NoError(t, err)
+	assert.Len(t, results, 2)
+	// Should be sorted by score descending
+	assert.Equal(t, "skill-b", results[0].Slug)
+	assert.Equal(t, "skill-a", results[1].Slug)
+}
+
+func TestRegistryManagerSearchAllOneFailsGracefully(t *testing.T) {
+	mgr := NewRegistryManager()
+	mgr.AddRegistry(&mockRegistry{
+		name:      "failing",
+		searchErr: fmt.Errorf("network error"),
+	})
+	mgr.AddRegistry(&mockRegistry{
+		name: "working",
+		searchResults: []SearchResult{
+			{Slug: "skill-a", Score: 0.8, RegistryName: "working"},
+		},
+	})
+
+	results, err := mgr.SearchAll(context.Background(), "test query", 10)
+	assert.NoError(t, err)
+	assert.Len(t, results, 1)
+	assert.Equal(t, "skill-a", results[0].Slug)
+}
+
+func TestRegistryManagerSearchAllAllFail(t *testing.T) {
+	mgr := NewRegistryManager()
+	mgr.AddRegistry(&mockRegistry{
+		name:      "fail-1",
+		searchErr: fmt.Errorf("error 1"),
+	})
+
+	_, err := mgr.SearchAll(context.Background(), "test query", 10)
+	assert.Error(t, err)
+}
+
+func TestRegistryManagerSearchAllNoRegistries(t *testing.T) {
+	mgr := NewRegistryManager()
+	_, err := mgr.SearchAll(context.Background(), "test query", 10)
+	assert.Error(t, err)
+}
+
+func TestRegistryManagerGetRegistry(t *testing.T) {
+	mgr := NewRegistryManager()
+	mock := &mockRegistry{name: "clawhub"}
+	mgr.AddRegistry(mock)
+
+	got := mgr.GetRegistry("clawhub")
+	assert.NotNil(t, got)
+	assert.Equal(t, "clawhub", got.Name())
+
+	got = mgr.GetRegistry("nonexistent")
+	assert.Nil(t, got)
+}
+
+func TestRegistryManagerSearchAllRespectLimit(t *testing.T) {
+	mgr := NewRegistryManager()
+	results := make([]SearchResult, 20)
+	for i := range results {
+		results[i] = SearchResult{Slug: fmt.Sprintf("skill-%d", i), Score: float64(20 - i)}
+	}
+	mgr.AddRegistry(&mockRegistry{
+		name:          "test",
+		searchResults: results,
+	})
+
+	got, err := mgr.SearchAll(context.Background(), "test", 5)
+	assert.NoError(t, err)
+	assert.Len(t, got, 5)
+	// Top scores first
+	assert.Equal(t, "skill-0", got[0].Slug)
+}
+
+func TestRegistryManagerSearchAllTimeout(t *testing.T) {
+	ctx, cancel := context.WithTimeout(context.Background(), 1*time.Millisecond)
+	defer cancel()
+
+	time.Sleep(5 * time.Millisecond) // Let context expire.
+
+	mgr := NewRegistryManager()
+	mgr.AddRegistry(&mockRegistry{
+		name:      "slow",
+		searchErr: fmt.Errorf("context deadline exceeded"),
+	})
+
+	_, err := mgr.SearchAll(ctx, "test", 5)
+	assert.Error(t, err)
+}
+
+func TestSortByScoreDesc(t *testing.T) {
+	results := []SearchResult{
+		{Slug: "c", Score: 0.3},
+		{Slug: "a", Score: 0.9},
+		{Slug: "b", Score: 0.5},
+	}
+	sortByScoreDesc(results)
+	assert.Equal(t, "a", results[0].Slug)
+	assert.Equal(t, "b", results[1].Slug)
+	assert.Equal(t, "c", results[2].Slug)
+}
+
+func TestIsSafeSlug(t *testing.T) {
+	assert.NoError(t, utils.ValidateSkillIdentifier("github"))
+	assert.NoError(t, utils.ValidateSkillIdentifier("docker-compose"))
+	assert.Error(t, utils.ValidateSkillIdentifier(""))
+	assert.Error(t, utils.ValidateSkillIdentifier("../etc/passwd"))
+	assert.Error(t, utils.ValidateSkillIdentifier("path/traversal"))
+	assert.Error(t, utils.ValidateSkillIdentifier("path\\traversal"))
+}

pkg/skills/search_cache.go

@@ -0,0 +1,229 @@
+package skills
+
+import (
+	"sort"
+	"strings"
+	"sync"
+	"time"
+)
+
+// SearchCache provides lightweight caching for search results.
+// It uses trigram-based similarity to match similar queries to cached results,
+// avoiding redundant API calls. Thread-safe for concurrent access.
+type SearchCache struct {
+	mu         sync.RWMutex
+	entries    map[string]*cacheEntry
+	order      []string // LRU order: oldest first.
+	maxEntries int
+	ttl        time.Duration
+}
+
+type cacheEntry struct {
+	query     string
+	trigrams  []uint32
+	results   []SearchResult
+	createdAt time.Time
+}
+
+// similarityThreshold is the minimum trigram Jaccard similarity for a cache hit.
+const similarityThreshold = 0.7
+
+// NewSearchCache creates a new search cache.
+// maxEntries is the maximum number of cached queries (excess evicts LRU).
+// ttl is how long each entry lives before expiration.
+func NewSearchCache(maxEntries int, ttl time.Duration) *SearchCache {
+	if maxEntries <= 0 {
+		maxEntries = 50
+	}
+	if ttl <= 0 {
+		ttl = 5 * time.Minute
+	}
+	return &SearchCache{
+		entries:    make(map[string]*cacheEntry),
+		order:      make([]string, 0),
+		maxEntries: maxEntries,
+		ttl:        ttl,
+	}
+}
+
+// Get looks up results for a query. Returns cached results and true if found
+// (either exact or similar match above threshold). Returns nil, false on miss.
+func (sc *SearchCache) Get(query string) ([]SearchResult, bool) {
+	normalized := normalizeQuery(query)
+	if normalized == "" {
+		return nil, false
+	}
+
+	sc.mu.Lock()
+	defer sc.mu.Unlock()
+
+	// Exact match first.
+	if entry, ok := sc.entries[normalized]; ok {
+		if time.Since(entry.createdAt) < sc.ttl {
+			sc.moveToEndLocked(normalized)
+			return copyResults(entry.results), true
+		}
+	}
+
+	// Similarity match.
+	queryTrigrams := buildTrigrams(normalized)
+	var bestEntry *cacheEntry
+	var bestSim float64
+
+	for _, entry := range sc.entries {
+		if time.Since(entry.createdAt) >= sc.ttl {
+			continue // Skip expired.
+		}
+		sim := jaccardSimilarity(queryTrigrams, entry.trigrams)
+		if sim > bestSim {
+			bestSim = sim
+			bestEntry = entry
+		}
+	}
+
+	if bestSim >= similarityThreshold && bestEntry != nil {
+		sc.moveToEndLocked(bestEntry.query)
+		return copyResults(bestEntry.results), true
+	}
+
+	return nil, false
+}
+
+// Put stores results for a query. Evicts the oldest entry if at capacity.
+func (sc *SearchCache) Put(query string, results []SearchResult) {
+	normalized := normalizeQuery(query)
+	if normalized == "" {
+		return
+	}
+
+	sc.mu.Lock()
+	defer sc.mu.Unlock()
+
+	// Evict expired entries first.
+	sc.evictExpiredLocked()
+
+	// If already exists, update.
+	if _, ok := sc.entries[normalized]; ok {
+		sc.entries[normalized] = &cacheEntry{
+			query:     normalized,
+			trigrams:  buildTrigrams(normalized),
+			results:   copyResults(results),
+			createdAt: time.Now(),
+		}
+		// Move to end of LRU order.
+		sc.moveToEndLocked(normalized)
+		return
+	}
+
+	// Evict LRU if at capacity.
+	for len(sc.entries) >= sc.maxEntries && len(sc.order) > 0 {
+		oldest := sc.order[0]
+		sc.order = sc.order[1:]
+		delete(sc.entries, oldest)
+	}
+
+	// Insert new entry.
+	sc.entries[normalized] = &cacheEntry{
+		query:     normalized,
+		trigrams:  buildTrigrams(normalized),
+		results:   copyResults(results),
+		createdAt: time.Now(),
+	}
+	sc.order = append(sc.order, normalized)
+}
+
+// Len returns the number of entries (for testing).
+func (sc *SearchCache) Len() int {
+	sc.mu.RLock()
+	defer sc.mu.RUnlock()
+	return len(sc.entries)
+}
+
+// --- internal ---
+
+func (sc *SearchCache) evictExpiredLocked() {
+	now := time.Now()
+	newOrder := make([]string, 0, len(sc.order))
+	for _, key := range sc.order {
+		entry, ok := sc.entries[key]
+		if !ok || now.Sub(entry.createdAt) >= sc.ttl {
+			delete(sc.entries, key)
+			continue
+		}
+		newOrder = append(newOrder, key)
+	}
+	sc.order = newOrder
+}
+
+func (sc *SearchCache) moveToEndLocked(key string) {
+	for i, k := range sc.order {
+		if k == key {
+			sc.order = append(sc.order[:i], sc.order[i+1:]...)
+			break
+		}
+	}
+	sc.order = append(sc.order, key)
+}
+
+func normalizeQuery(q string) string {
+	return strings.ToLower(strings.TrimSpace(q))
+}
+
+// buildTrigrams generates hash of trigrams from a string.
+// Example: "hello" → {"hel", "ell", "llo"}
+// "hel" -> 0x0068656c -> 4 bytes; compared to 16 bytes of a string
+func buildTrigrams(s string) []uint32 {
+	if len(s) < 3 {
+		return nil
+	}
+
+	trigrams := make([]uint32, 0, len(s)-2)
+	for i := 0; i <= len(s)-3; i++ {
+		trigrams = append(trigrams, uint32(s[i])<<16|uint32(s[i+1])<<8|uint32(s[i+2]))
+	}
+
+	// Sort and Deduplication
+	sort.Slice(trigrams, func(i, j int) bool { return trigrams[i] < trigrams[j] })
+	n := 1
+	for i := 1; i < len(trigrams); i++ {
+		if trigrams[i] != trigrams[i-1] {
+			trigrams[n] = trigrams[i]
+			n++
+		}
+	}
+
+	return trigrams[:n]
+}
+
+// jaccardSimilarity computes |A ∩ B| / |A ∪ B|.
+func jaccardSimilarity(a, b []uint32) float64 {
+	if len(a) == 0 && len(b) == 0 {
+		return 1
+	}
+	i, j := 0, 0
+	intersection := 0
+
+	for i < len(a) && j < len(b) {
+		if a[i] == b[j] {
+			intersection++
+			i++
+			j++
+		} else if a[i] < b[j] {
+			i++
+		} else {
+			j++
+		}
+	}
+
+	union := len(a) + len(b) - intersection
+	return float64(intersection) / float64(union)
+}
+
+func copyResults(results []SearchResult) []SearchResult {
+	if results == nil {
+		return nil
+	}
+	cp := make([]SearchResult, len(results))
+	copy(cp, results)
+	return cp
+}

pkg/skills/search_cache_test.go

@@ -0,0 +1,200 @@
+package skills
+
+import (
+	"testing"
+	"time"
+
+	"github.com/stretchr/testify/assert"
+)
+
+func TestSearchCacheExactHit(t *testing.T) {
+	cache := NewSearchCache(10, 5*time.Minute)
+
+	results := []SearchResult{
+		{Slug: "github", Score: 0.9, RegistryName: "clawhub"},
+		{Slug: "docker", Score: 0.7, RegistryName: "clawhub"},
+	}
+	cache.Put("github integration", results)
+
+	got, hit := cache.Get("github integration")
+	assert.True(t, hit)
+	assert.Len(t, got, 2)
+	assert.Equal(t, "github", got[0].Slug)
+}
+
+func TestSearchCacheExactHitCaseInsensitive(t *testing.T) {
+	cache := NewSearchCache(10, 5*time.Minute)
+
+	results := []SearchResult{{Slug: "github", Score: 0.9}}
+	cache.Put("GitHub Integration", results)
+
+	got, hit := cache.Get("github integration")
+	assert.True(t, hit)
+	assert.Len(t, got, 1)
+}
+
+func TestSearchCacheSimilarHit(t *testing.T) {
+	cache := NewSearchCache(10, 5*time.Minute)
+
+	results := []SearchResult{{Slug: "github", Score: 0.9}}
+	cache.Put("github integration tool", results)
+
+	// "github integration" is very similar to "github integration tool"
+	got, hit := cache.Get("github integration")
+	assert.True(t, hit)
+	assert.Len(t, got, 1)
+}
+
+func TestSearchCacheDissimilarMiss(t *testing.T) {
+	cache := NewSearchCache(10, 5*time.Minute)
+
+	results := []SearchResult{{Slug: "github", Score: 0.9}}
+	cache.Put("github integration", results)
+
+	// Completely unrelated query
+	_, hit := cache.Get("database management")
+	assert.False(t, hit)
+}
+
+func TestSearchCacheTTLExpiration(t *testing.T) {
+	cache := NewSearchCache(10, 50*time.Millisecond)
+
+	results := []SearchResult{{Slug: "github", Score: 0.9}}
+	cache.Put("github integration", results)
+
+	// Immediately should hit
+	_, hit := cache.Get("github integration")
+	assert.True(t, hit)
+
+	// Wait for expiration
+	time.Sleep(100 * time.Millisecond)
+
+	_, hit = cache.Get("github integration")
+	assert.False(t, hit)
+}
+
+func TestSearchCacheLRUEviction(t *testing.T) {
+	cache := NewSearchCache(3, 5*time.Minute)
+
+	cache.Put("query-1", []SearchResult{{Slug: "a"}})
+	cache.Put("query-2", []SearchResult{{Slug: "b"}})
+	cache.Put("query-3", []SearchResult{{Slug: "c"}})
+
+	assert.Equal(t, 3, cache.Len())
+
+	// Adding a 4th should evict query-1 (oldest)
+	cache.Put("query-4", []SearchResult{{Slug: "d"}})
+	assert.Equal(t, 3, cache.Len())
+
+	_, hit := cache.Get("query-1")
+	assert.False(t, hit, "oldest entry should be evicted")
+
+	got, hit := cache.Get("query-4")
+	assert.True(t, hit)
+	assert.Equal(t, "d", got[0].Slug)
+}
+
+func TestSearchCacheEmptyQuery(t *testing.T) {
+	cache := NewSearchCache(10, 5*time.Minute)
+
+	_, hit := cache.Get("")
+	assert.False(t, hit)
+
+	_, hit = cache.Get("   ")
+	assert.False(t, hit)
+}
+
+func TestSearchCacheResultsCopied(t *testing.T) {
+	cache := NewSearchCache(10, 5*time.Minute)
+
+	original := []SearchResult{{Slug: "github", Score: 0.9}}
+	cache.Put("test", original)
+
+	// Mutate original after putting
+	original[0].Slug = "mutated"
+
+	got, hit := cache.Get("test")
+	assert.True(t, hit)
+	assert.Equal(t, "github", got[0].Slug, "cache should hold a copy, not a reference")
+}
+
+func TestBuildTrigrams(t *testing.T) {
+	trigrams := buildTrigrams("hello")
+	assert.Contains(t, trigrams, uint32('h')<<16|uint32('e')<<8|uint32('l'))
+	assert.Contains(t, trigrams, uint32('e')<<16|uint32('l')<<8|uint32('l'))
+	assert.Contains(t, trigrams, uint32('l')<<16|uint32('l')<<8|uint32('o'))
+	assert.Len(t, trigrams, 3)
+}
+
+func TestJaccardSimilarity(t *testing.T) {
+	a := buildTrigrams("github integration")
+	b := buildTrigrams("github integration tool")
+
+	sim := jaccardSimilarity(a, b)
+	assert.Greater(t, sim, 0.5, "similar strings should have high sim")
+
+	c := buildTrigrams("completely different query about databases")
+	sim2 := jaccardSimilarity(a, c)
+	assert.Less(t, sim2, 0.3, "dissimilar strings should have low sim")
+}
+
+func TestJaccardSimilarityEdgeCases(t *testing.T) {
+	empty := buildTrigrams("")
+	nonempty := buildTrigrams("hello")
+
+	assert.Equal(t, 1.0, jaccardSimilarity(empty, empty))
+	assert.Equal(t, 0.0, jaccardSimilarity(empty, nonempty))
+	assert.Equal(t, 0.0, jaccardSimilarity(nonempty, empty))
+}
+
+func TestSearchCacheConcurrency(t *testing.T) {
+	cache := NewSearchCache(50, 5*time.Minute)
+	done := make(chan struct{})
+
+	// Concurrent writes
+	go func() {
+		for i := 0; i < 100; i++ {
+			cache.Put("query-write-"+string(rune('a'+i%26)), []SearchResult{{Slug: "x"}})
+		}
+		done <- struct{}{}
+	}()
+
+	// Concurrent reads
+	go func() {
+		for i := 0; i < 100; i++ {
+			cache.Get("query-write-a")
+		}
+		done <- struct{}{}
+	}()
+
+	<-done
+}
+
+func TestSearchCacheLRUUpdateOnGet(t *testing.T) {
+	// Capacity 3
+	cache := NewSearchCache(3, time.Hour)
+
+	// Fill cache: query-A, query-B, query-C
+	// Use longer strings to ensure trigrams are generated and avoid false positive similarity
+	cache.Put("query-A", []SearchResult{{Slug: "A"}})
+	cache.Put("query-B", []SearchResult{{Slug: "B"}})
+	cache.Put("query-C", []SearchResult{{Slug: "C"}})
+
+	// Access query-A (should make it most recently used)
+	if _, found := cache.Get("query-A"); !found {
+		t.Fatal("query-A should be in cache")
+	}
+
+	// Add query-D. Should evict query-B (LRU) instead of query-A (which was refreshed)
+	cache.Put("query-D", []SearchResult{{Slug: "D"}})
+
+	// Check if query-A is still there
+	if _, found := cache.Get("query-A"); !found {
+		t.Fatalf("query-A was evicted! valid LRU should have kept query-A and evicted query-B.")
+	}
+
+	// Check if query-B is evicted
+	if _, found := cache.Get("query-B"); found {
+		t.Fatal("query-B should have been evicted")
+	}
+}

pkg/tools/skills_install.go

@@ -0,0 +1,199 @@
+package tools
+
+import (
+	"context"
+	"encoding/json"
+	"fmt"
+	"os"
+	"path/filepath"
+	"sync"
+	"time"
+
+	"github.com/sipeed/picoclaw/pkg/logger"
+	"github.com/sipeed/picoclaw/pkg/skills"
+	"github.com/sipeed/picoclaw/pkg/utils"
+)
+
+// InstallSkillTool allows the LLM agent to install skills from registries.
+// It shares the same RegistryManager that FindSkillsTool uses,
+// so all registries configured in config are available for installation.
+type InstallSkillTool struct {
+	registryMgr *skills.RegistryManager
+	workspace   string
+	mu          sync.Mutex
+}
+
+// NewInstallSkillTool creates a new InstallSkillTool.
+// registryMgr is the shared registry manager (same instance as FindSkillsTool).
+// workspace is the root workspace directory; skills install to {workspace}/skills/{slug}/.
+func NewInstallSkillTool(registryMgr *skills.RegistryManager, workspace string) *InstallSkillTool {
+	return &InstallSkillTool{
+		registryMgr: registryMgr,
+		workspace:   workspace,
+		mu:          sync.Mutex{},
+	}
+}
+
+func (t *InstallSkillTool) Name() string {
+	return "install_skill"
+}
+
+func (t *InstallSkillTool) Description() string {
+	return "Install a skill from a registry by slug. Downloads and extracts the skill into the workspace. Use find_skills first to discover available skills."
+}
+
+func (t *InstallSkillTool) Parameters() map[string]interface{} {
+	return map[string]interface{}{
+		"type": "object",
+		"properties": map[string]interface{}{
+			"slug": map[string]interface{}{
+				"type":        "string",
+				"description": "The unique slug of the skill to install (e.g., 'github', 'docker-compose')",
+			},
+			"version": map[string]interface{}{
+				"type":        "string",
+				"description": "Specific version to install (optional, defaults to latest)",
+			},
+			"registry": map[string]interface{}{
+				"type":        "string",
+				"description": "Registry to install from (required, e.g., 'clawhub')",
+			},
+			"force": map[string]interface{}{
+				"type":        "boolean",
+				"description": "Force reinstall if skill already exists (default false)",
+			},
+		},
+		"required": []string{"slug", "registry"},
+	}
+}
+
+func (t *InstallSkillTool) Execute(ctx context.Context, args map[string]interface{}) *ToolResult {
+	// Install lock to prevent concurrent directory operations.
+	// Ideally this should be done at a `slug` level, currently, its at a `workspace` level.
+	t.mu.Lock()
+	defer t.mu.Unlock()
+
+	// Validate slug
+	slug, _ := args["slug"].(string)
+	if err := utils.ValidateSkillIdentifier(slug); err != nil {
+		return ErrorResult(fmt.Sprintf("invalid slug %q: error: %s", slug, err.Error()))
+	}
+
+	// Validate registry
+	registryName, _ := args["registry"].(string)
+	if err := utils.ValidateSkillIdentifier(registryName); err != nil {
+		return ErrorResult(fmt.Sprintf("invalid registry %q: error: %s", registryName, err.Error()))
+	}
+
+	version, _ := args["version"].(string)
+	force, _ := args["force"].(bool)
+
+	// Check if already installed.
+	skillsDir := filepath.Join(t.workspace, "skills")
+	targetDir := filepath.Join(skillsDir, slug)
+
+	if !force {
+		if _, err := os.Stat(targetDir); err == nil {
+			return ErrorResult(fmt.Sprintf("skill %q already installed at %s. Use force=true to reinstall.", slug, targetDir))
+		}
+	} else {
+		// Force: remove existing if present.
+		os.RemoveAll(targetDir)
+	}
+
+	// Resolve which registry to use.
+	registry := t.registryMgr.GetRegistry(registryName)
+	if registry == nil {
+		return ErrorResult(fmt.Sprintf("registry %q not found", registryName))
+	}
+
+	// Ensure skills directory exists.
+	if err := os.MkdirAll(skillsDir, 0755); err != nil {
+		return ErrorResult(fmt.Sprintf("failed to create skills directory: %v", err))
+	}
+
+	// Download and install (handles metadata, version resolution, extraction).
+	result, err := registry.DownloadAndInstall(ctx, slug, version, targetDir)
+	if err != nil {
+		// Clean up partial install.
+		rmErr := os.RemoveAll(targetDir)
+		if rmErr != nil {
+			logger.ErrorCF("tool", "Failed to remove partial install",
+				map[string]interface{}{
+					"tool":       "install_skill",
+					"target_dir": targetDir,
+					"error":      rmErr.Error(),
+				})
+		}
+		return ErrorResult(fmt.Sprintf("failed to install %q: %v", slug, err))
+	}
+
+	// Moderation: block malware.
+	if result.IsMalwareBlocked {
+		rmErr := os.RemoveAll(targetDir)
+		if rmErr != nil {
+			logger.ErrorCF("tool", "Failed to remove partial install",
+				map[string]interface{}{
+					"tool":       "install_skill",
+					"target_dir": targetDir,
+					"error":      rmErr.Error(),
+				})
+		}
+		return ErrorResult(fmt.Sprintf("skill %q is flagged as malicious and cannot be installed", slug))
+	}
+
+	// Write origin metadata.
+	if err := writeOriginMeta(targetDir, registry.Name(), slug, result.Version); err != nil {
+		logger.ErrorCF("tool", "Failed to write origin metadata",
+			map[string]interface{}{
+				"tool":     "install_skill",
+				"error":    err.Error(),
+				"target":   targetDir,
+				"registry": registry.Name(),
+				"slug":     slug,
+				"version":  result.Version,
+			})
+		_ = err
+	}
+
+	// Build result with moderation warning if suspicious.
+	var output string
+	if result.IsSuspicious {
+		output = fmt.Sprintf("⚠️ Warning: skill %q is flagged as suspicious (may contain risky patterns).\n\n", slug)
+	}
+	output += fmt.Sprintf("Successfully installed skill %q v%s from %s registry.\nLocation: %s\n",
+		slug, result.Version, registry.Name(), targetDir)
+
+	if result.Summary != "" {
+		output += fmt.Sprintf("Description: %s\n", result.Summary)
+	}
+	output += "\nThe skill is now available and can be loaded in the current session."
+
+	return SilentResult(output)
+}
+
+// originMeta tracks which registry a skill was installed from.
+type originMeta struct {
+	Version          int    `json:"version"`
+	Registry         string `json:"registry"`
+	Slug             string `json:"slug"`
+	InstalledVersion string `json:"installed_version"`
+	InstalledAt      int64  `json:"installed_at"`
+}
+
+func writeOriginMeta(targetDir, registryName, slug, version string) error {
+	meta := originMeta{
+		Version:          1,
+		Registry:         registryName,
+		Slug:             slug,
+		InstalledVersion: version,
+		InstalledAt:      time.Now().UnixMilli(),
+	}
+
+	data, err := json.MarshalIndent(meta, "", "  ")
+	if err != nil {
+		return err
+	}
+
+	return os.WriteFile(filepath.Join(targetDir, ".skill-origin.json"), data, 0644)
+}

pkg/tools/skills_install_test.go

@@ -0,0 +1,103 @@
+package tools
+
+import (
+	"context"
+	"os"
+	"path/filepath"
+	"testing"
+
+	"github.com/sipeed/picoclaw/pkg/skills"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+)
+
+func TestInstallSkillToolName(t *testing.T) {
+	tool := NewInstallSkillTool(skills.NewRegistryManager(), t.TempDir())
+	assert.Equal(t, "install_skill", tool.Name())
+}
+
+func TestInstallSkillToolMissingSlug(t *testing.T) {
+	tool := NewInstallSkillTool(skills.NewRegistryManager(), t.TempDir())
+	result := tool.Execute(context.Background(), map[string]interface{}{})
+	assert.True(t, result.IsError)
+	assert.Contains(t, result.ForLLM, "identifier is required and must be a non-empty string")
+}
+
+func TestInstallSkillToolEmptySlug(t *testing.T) {
+	tool := NewInstallSkillTool(skills.NewRegistryManager(), t.TempDir())
+	result := tool.Execute(context.Background(), map[string]interface{}{
+		"slug": "   ",
+	})
+	assert.True(t, result.IsError)
+	assert.Contains(t, result.ForLLM, "identifier is required and must be a non-empty string")
+}
+
+func TestInstallSkillToolUnsafeSlug(t *testing.T) {
+	tool := NewInstallSkillTool(skills.NewRegistryManager(), t.TempDir())
+
+	cases := []string{
+		"../etc/passwd",
+		"path/traversal",
+		"path\\traversal",
+	}
+
+	for _, slug := range cases {
+		result := tool.Execute(context.Background(), map[string]interface{}{
+			"slug": slug,
+		})
+		assert.True(t, result.IsError, "slug %q should be rejected", slug)
+		assert.Contains(t, result.ForLLM, "invalid slug")
+	}
+}
+
+func TestInstallSkillToolAlreadyExists(t *testing.T) {
+	workspace := t.TempDir()
+	skillDir := filepath.Join(workspace, "skills", "existing-skill")
+	require.NoError(t, os.MkdirAll(skillDir, 0755))
+
+	tool := NewInstallSkillTool(skills.NewRegistryManager(), workspace)
+	result := tool.Execute(context.Background(), map[string]interface{}{
+		"slug":     "existing-skill",
+		"registry": "clawhub",
+	})
+	assert.True(t, result.IsError)
+	assert.Contains(t, result.ForLLM, "already installed")
+}
+
+func TestInstallSkillToolRegistryNotFound(t *testing.T) {
+	workspace := t.TempDir()
+	tool := NewInstallSkillTool(skills.NewRegistryManager(), workspace)
+	result := tool.Execute(context.Background(), map[string]interface{}{
+		"slug":     "some-skill",
+		"registry": "nonexistent",
+	})
+	assert.True(t, result.IsError)
+	assert.Contains(t, result.ForLLM, "registry")
+	assert.Contains(t, result.ForLLM, "not found")
+}
+
+func TestInstallSkillToolParameters(t *testing.T) {
+	tool := NewInstallSkillTool(skills.NewRegistryManager(), t.TempDir())
+	params := tool.Parameters()
+
+	props, ok := params["properties"].(map[string]interface{})
+	assert.True(t, ok)
+	assert.Contains(t, props, "slug")
+	assert.Contains(t, props, "version")
+	assert.Contains(t, props, "registry")
+	assert.Contains(t, props, "force")
+
+	required, ok := params["required"].([]string)
+	assert.True(t, ok)
+	assert.Contains(t, required, "slug")
+	assert.Contains(t, required, "registry")
+}
+
+func TestInstallSkillToolMissingRegistry(t *testing.T) {
+	tool := NewInstallSkillTool(skills.NewRegistryManager(), t.TempDir())
+	result := tool.Execute(context.Background(), map[string]interface{}{
+		"slug": "some-skill",
+	})
+	assert.True(t, result.IsError)
+	assert.Contains(t, result.ForLLM, "invalid registry")
+}

pkg/tools/skills_search.go

@@ -0,0 +1,119 @@
+package tools
+
+import (
+	"context"
+	"fmt"
+	"strings"
+
+	"github.com/sipeed/picoclaw/pkg/skills"
+)
+
+// FindSkillsTool allows the LLM agent to search for installable skills from registries.
+type FindSkillsTool struct {
+	registryMgr *skills.RegistryManager
+	cache       *skills.SearchCache
+}
+
+// NewFindSkillsTool creates a new FindSkillsTool.
+// registryMgr is the shared registry manager (built from config in createToolRegistry).
+// cache is the search cache for deduplicating similar queries.
+func NewFindSkillsTool(registryMgr *skills.RegistryManager, cache *skills.SearchCache) *FindSkillsTool {
+	return &FindSkillsTool{
+		registryMgr: registryMgr,
+		cache:       cache,
+	}
+}
+
+func (t *FindSkillsTool) Name() string {
+	return "find_skills"
+}
+
+func (t *FindSkillsTool) Description() string {
+	return "Search for installable skills from skill registries. Returns skill slugs, descriptions, versions, and relevance scores. Use this to discover skills before installing them with install_skill."
+}
+
+func (t *FindSkillsTool) Parameters() map[string]interface{} {
+	return map[string]interface{}{
+		"type": "object",
+		"properties": map[string]interface{}{
+			"query": map[string]interface{}{
+				"type":        "string",
+				"description": "Search query describing the desired skill capability (e.g., 'github integration', 'database management')",
+			},
+			"limit": map[string]interface{}{
+				"type":        "integer",
+				"description": "Maximum number of results to return (1-20, default 5)",
+				"minimum":     1.0,
+				"maximum":     20.0,
+			},
+		},
+		"required": []string{"query"},
+	}
+}
+
+func (t *FindSkillsTool) Execute(ctx context.Context, args map[string]interface{}) *ToolResult {
+	query, ok := args["query"].(string)
+	query = strings.ToLower(strings.TrimSpace(query))
+	if !ok || query == "" {
+		return ErrorResult("query is required and must be a non-empty string")
+	}
+
+	limit := 5
+	if l, ok := args["limit"].(float64); ok {
+		li := int(l)
+		if li >= 1 && li <= 20 {
+			limit = li
+		}
+	}
+
+	// Check cache first.
+	if t.cache != nil {
+		if cached, hit := t.cache.Get(query); hit {
+			return SilentResult(formatSearchResults(query, cached, true))
+		}
+	}
+
+	// Search all registries.
+	results, err := t.registryMgr.SearchAll(ctx, query, limit)
+	if err != nil {
+		return ErrorResult(fmt.Sprintf("skill search failed: %v", err))
+	}
+
+	// Cache the results.
+	if t.cache != nil && len(results) > 0 {
+		t.cache.Put(query, results)
+	}
+
+	return SilentResult(formatSearchResults(query, results, false))
+}
+
+func formatSearchResults(query string, results []skills.SearchResult, cached bool) string {
+	if len(results) == 0 {
+		return fmt.Sprintf("No skills found for query: %q", query)
+	}
+
+	var sb strings.Builder
+	source := ""
+	if cached {
+		source = " (cached)"
+	}
+	sb.WriteString(fmt.Sprintf("Found %d skills for %q%s:\n\n", len(results), query, source))
+
+	for i, r := range results {
+		sb.WriteString(fmt.Sprintf("%d. **%s**", i+1, r.Slug))
+		if r.Version != "" {
+			sb.WriteString(fmt.Sprintf(" v%s", r.Version))
+		}
+		sb.WriteString(fmt.Sprintf("  (score: %.3f, registry: %s)\n", r.Score, r.RegistryName))
+		if r.DisplayName != "" && r.DisplayName != r.Slug {
+			sb.WriteString(fmt.Sprintf("   Name: %s\n", r.DisplayName))
+		}
+		if r.Summary != "" {
+			sb.WriteString(fmt.Sprintf("   %s\n", r.Summary))
+		}
+		sb.WriteString("\n")
+	}
+
+	sb.WriteString("Use install_skill with the slug to install a skill.")
+	return sb.String()
+}

pkg/tools/skills_search_test.go

@@ -0,0 +1,82 @@
+package tools
+
+import (
+	"context"
+	"testing"
+
+	"github.com/sipeed/picoclaw/pkg/skills"
+	"github.com/stretchr/testify/assert"
+)
+
+func TestFindSkillsToolName(t *testing.T) {
+	tool := NewFindSkillsTool(skills.NewRegistryManager(), nil)
+	assert.Equal(t, "find_skills", tool.Name())
+}
+
+func TestFindSkillsToolMissingQuery(t *testing.T) {
+	tool := NewFindSkillsTool(skills.NewRegistryManager(), nil)
+	result := tool.Execute(context.Background(), map[string]interface{}{})
+	assert.True(t, result.IsError)
+	assert.Contains(t, result.ForLLM, "query is required")
+}
+
+func TestFindSkillsToolEmptyQuery(t *testing.T) {
+	tool := NewFindSkillsTool(skills.NewRegistryManager(), nil)
+	result := tool.Execute(context.Background(), map[string]interface{}{
+		"query": "   ",
+	})
+	assert.True(t, result.IsError)
+}
+
+func TestFindSkillsToolCacheHit(t *testing.T) {
+	cache := skills.NewSearchCache(10, 5*60*1000*1000*1000) // 5 min
+	cache.Put("github", []skills.SearchResult{
+		{Slug: "github", Score: 0.9, RegistryName: "clawhub"},
+	})
+
+	tool := NewFindSkillsTool(skills.NewRegistryManager(), cache)
+	result := tool.Execute(context.Background(), map[string]interface{}{
+		"query": "github",
+	})
+
+	assert.False(t, result.IsError)
+	assert.Contains(t, result.ForLLM, "github")
+	assert.Contains(t, result.ForLLM, "cached")
+}
+
+func TestFindSkillsToolParameters(t *testing.T) {
+	tool := NewFindSkillsTool(skills.NewRegistryManager(), nil)
+	params := tool.Parameters()
+
+	props, ok := params["properties"].(map[string]interface{})
+	assert.True(t, ok)
+	assert.Contains(t, props, "query")
+	assert.Contains(t, props, "limit")
+
+	required, ok := params["required"].([]string)
+	assert.True(t, ok)
+	assert.Contains(t, required, "query")
+}
+
+func TestFindSkillsToolDescription(t *testing.T) {
+	tool := NewFindSkillsTool(skills.NewRegistryManager(), nil)
+	assert.NotEmpty(t, tool.Description())
+	assert.Contains(t, tool.Description(), "skill")
+}
+
+func TestFormatSearchResultsEmpty(t *testing.T) {
+	result := formatSearchResults("test query", nil, false)
+	assert.Contains(t, result, "No skills found")
+}
+
+func TestFormatSearchResultsWithData(t *testing.T) {
+	results := []skills.SearchResult{
+		{Slug: "github", Score: 0.95, DisplayName: "GitHub", Summary: "GitHub API integration", Version: "1.0.0", RegistryName: "clawhub"},
+	}
+	output := formatSearchResults("github", results, false)
+	assert.Contains(t, output, "github")
+	assert.Contains(t, output, "v1.0.0")
+	assert.Contains(t, output, "0.950")
+	assert.Contains(t, output, "clawhub")
+	assert.Contains(t, output, "install_skill")
+}

pkg/tools/subagent.go

@@ -23,15 +23,19 @@ type SubagentTask struct {
 }
 
 type SubagentManager struct {
-	tasks         map[string]*SubagentTask
+	tasks          map[string]*SubagentTask
-	mu            sync.RWMutex
+	mu             sync.RWMutex
-	provider      providers.LLMProvider
+	provider       providers.LLMProvider
-	defaultModel  string
+	defaultModel   string
-	bus           *bus.MessageBus
+	bus            *bus.MessageBus
-	workspace     string
+	workspace      string
-	tools         *ToolRegistry
+	tools          *ToolRegistry
-	maxIterations int
+	maxIterations  int
-	nextID        int
+	maxTokens      int
+	temperature    float64
+	hasMaxTokens   bool
+	hasTemperature bool
+	nextID         int
 }
 
 func NewSubagentManager(provider providers.LLMProvider, defaultModel, workspace string, bus *bus.MessageBus) *SubagentManager {
@@ -47,6 +51,16 @@ func NewSubagentManager(provider providers.LLMProvider, defaultModel, workspace
 	}
 }
 
+// SetLLMOptions sets max tokens and temperature for subagent LLM calls.
+func (sm *SubagentManager) SetLLMOptions(maxTokens int, temperature float64) {
+	sm.mu.Lock()
+	defer sm.mu.Unlock()
+	sm.maxTokens = maxTokens
+	sm.hasMaxTokens = true
+	sm.temperature = temperature
+	sm.hasTemperature = true
+}
+
 // SetTools sets the tool registry for subagent execution.
 // If not set, subagent will have access to the provided tools.
 func (sm *SubagentManager) SetTools(tools *ToolRegistry) {
@@ -125,17 +139,29 @@ After completing the task, provide a clear summary of what was done.`
 	sm.mu.RLock()
 	tools := sm.tools
 	maxIter := sm.maxIterations
+	maxTokens := sm.maxTokens
+	temperature := sm.temperature
+	hasMaxTokens := sm.hasMaxTokens
+	hasTemperature := sm.hasTemperature
 	sm.mu.RUnlock()
 
+	var llmOptions map[string]any
+	if hasMaxTokens || hasTemperature {
+		llmOptions = map[string]any{}
+		if hasMaxTokens {
+			llmOptions["max_tokens"] = maxTokens
+		}
+		if hasTemperature {
+			llmOptions["temperature"] = temperature
+		}
+	}
+
 	loopResult, err := RunToolLoop(ctx, ToolLoopConfig{
 		Provider:      sm.provider,
 		Model:         sm.defaultModel,
 		Tools:         tools,
 		MaxIterations: maxIter,
-		LLMOptions: map[string]any{
+		LLMOptions:    llmOptions,
-			"max_tokens":  4096,
-			"temperature": 0.7,
-		},
 	}, messages, task.OriginChannel, task.OriginChatID)
 
 	sm.mu.Lock()
@@ -283,19 +309,30 @@ func (t *SubagentTool) Execute(ctx context.Context, args map[string]interface{})
 	sm.mu.RLock()
 	tools := sm.tools
 	maxIter := sm.maxIterations
+	maxTokens := sm.maxTokens
+	temperature := sm.temperature
+	hasMaxTokens := sm.hasMaxTokens
+	hasTemperature := sm.hasTemperature
 	sm.mu.RUnlock()
 
+	var llmOptions map[string]any
+	if hasMaxTokens || hasTemperature {
+		llmOptions = map[string]any{}
+		if hasMaxTokens {
+			llmOptions["max_tokens"] = maxTokens
+		}
+		if hasTemperature {
+			llmOptions["temperature"] = temperature
+		}
+	}
+
 	loopResult, err := RunToolLoop(ctx, ToolLoopConfig{
 		Provider:      sm.provider,
 		Model:         sm.defaultModel,
 		Tools:         tools,
 		MaxIterations: maxIter,
-		LLMOptions: map[string]any{
+		LLMOptions:    llmOptions,
-			"max_tokens":  4096,
-			"temperature": 0.7,
-		},
 	}, messages, t.originChannel, t.originChatID)
-
 	if err != nil {
 		return ErrorResult(fmt.Sprintf("Subagent execution failed: %v", err)).WithError(err)
 	}

pkg/tools/subagent_tool_test.go

@@ -10,9 +10,12 @@ import (
 )
 
 // MockLLMProvider is a test implementation of LLMProvider
-type MockLLMProvider struct{}
+type MockLLMProvider struct {
+	lastOptions map[string]interface{}
+}
 
 func (m *MockLLMProvider) Chat(ctx context.Context, messages []providers.Message, tools []providers.ToolDefinition, model string, options map[string]interface{}) (*providers.LLMResponse, error) {
+	m.lastOptions = options
 	// Find the last user message to generate a response
 	for i := len(messages) - 1; i >= 0; i-- {
 		if messages[i].Role == "user" {
@@ -36,6 +39,32 @@ func (m *MockLLMProvider) GetContextWindow() int {
 	return 4096
 }
 
+func TestSubagentManager_SetLLMOptions_AppliesToRunToolLoop(t *testing.T) {
+	provider := &MockLLMProvider{}
+	manager := NewSubagentManager(provider, "test-model", "/tmp/test", nil)
+	manager.SetLLMOptions(2048, 0.6)
+	tool := NewSubagentTool(manager)
+	tool.SetContext("cli", "direct")
+
+	ctx := context.Background()
+	args := map[string]interface{}{"task": "Do something"}
+	result := tool.Execute(ctx, args)
+
+	if result == nil || result.IsError {
+		t.Fatalf("Expected successful result, got: %+v", result)
+	}
+
+	if provider.lastOptions == nil {
+		t.Fatal("Expected LLM options to be passed, got nil")
+	}
+	if provider.lastOptions["max_tokens"] != 2048 {
+		t.Fatalf("max_tokens = %v, want %d", provider.lastOptions["max_tokens"], 2048)
+	}
+	if provider.lastOptions["temperature"] != 0.6 {
+		t.Fatalf("temperature = %v, want %v", provider.lastOptions["temperature"], 0.6)
+	}
+}
+
 // TestSubagentTool_Name verifies tool name
 func TestSubagentTool_Name(t *testing.T) {
 	provider := &MockLLMProvider{}

pkg/tools/toolloop.go

@@ -55,12 +55,8 @@ func RunToolLoop(ctx context.Context, config ToolLoopConfig, messages []provider
 		// 2. Set default LLM options
 		llmOpts := config.LLMOptions
 		if llmOpts == nil {
-			llmOpts = map[string]any{
+			llmOpts = map[string]any{}
-				"max_tokens":  4096,
-				"temperature": 0.7,
-			}
 		}
-
 		// 3. Call LLM
 		response, err := config.Provider.Chat(ctx, messages, providerToolDefs, config.Model, llmOpts)
 		if err != nil {
@@ -83,15 +79,20 @@ func RunToolLoop(ctx context.Context, config ToolLoopConfig, messages []provider
 			break
 		}
 
-		// 5. Log tool calls
+		normalizedToolCalls := make([]providers.ToolCall, 0, len(response.ToolCalls))
-		toolNames := make([]string, 0, len(response.ToolCalls))
 		for _, tc := range response.ToolCalls {
+			normalizedToolCalls = append(normalizedToolCalls, providers.NormalizeToolCall(tc))
+		}
+
+		// 5. Log tool calls
+		toolNames := make([]string, 0, len(normalizedToolCalls))
+		for _, tc := range normalizedToolCalls {
 			toolNames = append(toolNames, tc.Name)
 		}
 		logger.InfoCF("toolloop", "LLM requested tool calls",
 			map[string]any{
 				"tools":     toolNames,
-				"count":     len(response.ToolCalls),
+				"count":     len(normalizedToolCalls),
 				"iteration": iteration,
 			})
 
@@ -100,11 +101,13 @@ func RunToolLoop(ctx context.Context, config ToolLoopConfig, messages []provider
 			Role:    "assistant",
 			Content: response.Content,
 		}
-		for _, tc := range response.ToolCalls {
+		for _, tc := range normalizedToolCalls {
 			argumentsJSON, _ := json.Marshal(tc.Arguments)
 			assistantMsg.ToolCalls = append(assistantMsg.ToolCalls, providers.ToolCall{
-				ID:   tc.ID,
+				ID:        tc.ID,
-				Type: "function",
+				Type:      "function",
+				Name:      tc.Name,
+				Arguments: tc.Arguments,
 				Function: &providers.FunctionCall{
 					Name:      tc.Name,
 					Arguments: string(argumentsJSON),
@@ -114,7 +117,7 @@ func RunToolLoop(ctx context.Context, config ToolLoopConfig, messages []provider
 		messages = append(messages, assistantMsg)
 
 		// 7. Execute tool calls
-		for _, tc := range response.ToolCalls {
+		for _, tc := range normalizedToolCalls {
 			argsJSON, _ := json.Marshal(tc.Arguments)
 			argsPreview := utils.Truncate(string(argsJSON), 200)
 			logger.InfoCF("toolloop", fmt.Sprintf("Tool call: %s(%s)", tc.Name, argsPreview),

pkg/tools/web.go

@@ -755,8 +755,10 @@ func (t *WebFetchTool) extractText(htmlContent string) string {
 
 	result = strings.TrimSpace(result)
 
-	re = regexp.MustCompile(`\s+`)
+	re = regexp.MustCompile(`[^\S\n]+`)
-	result = re.ReplaceAllLiteralString(result, " ")
+	result = re.ReplaceAllString(result, " ")
+	re = regexp.MustCompile(`\n{3,}`)
+	result = re.ReplaceAllString(result, "\n\n")
 
 	lines := strings.Split(result, "\n")
 	var cleanLines []string

pkg/tools/web_test.go

@@ -361,6 +361,80 @@ func TestWebTool_WebFetch_HTMLExtraction(t *testing.T) {
 	}
 }
 
+// TestWebFetchTool_extractText verifies text extraction preserves newlines
+func TestWebFetchTool_extractText(t *testing.T) {
+	tool := &WebFetchTool{}
+
+	tests := []struct {
+		name     string
+		input    string
+		wantFunc func(t *testing.T, got string)
+	}{
+		{
+			name:  "preserves newlines between block elements",
+			input: "<html><body><h1>Title</h1>\n<p>Paragraph 1</p>\n<p>Paragraph 2</p></body></html>",
+			wantFunc: func(t *testing.T, got string) {
+				lines := strings.Split(got, "\n")
+				if len(lines) < 2 {
+					t.Errorf("Expected multiple lines, got %d: %q", len(lines), got)
+				}
+				if !strings.Contains(got, "Title") || !strings.Contains(got, "Paragraph 1") || !strings.Contains(got, "Paragraph 2") {
+					t.Errorf("Missing expected text: %q", got)
+				}
+			},
+		},
+		{
+			name:  "removes script and style tags",
+			input: "<script>alert('x');</script><style>body{}</style><p>Keep this</p>",
+			wantFunc: func(t *testing.T, got string) {
+				if strings.Contains(got, "alert") || strings.Contains(got, "body{}") {
+					t.Errorf("Expected script/style content removed, got: %q", got)
+				}
+				if !strings.Contains(got, "Keep this") {
+					t.Errorf("Expected 'Keep this' to remain, got: %q", got)
+				}
+			},
+		},
+		{
+			name:  "collapses excessive blank lines",
+			input: "<p>A</p>\n\n\n\n\n<p>B</p>",
+			wantFunc: func(t *testing.T, got string) {
+				if strings.Contains(got, "\n\n\n") {
+					t.Errorf("Expected excessive blank lines collapsed, got: %q", got)
+				}
+			},
+		},
+		{
+			name:  "collapses horizontal whitespace",
+			input: "<p>hello     world</p>",
+			wantFunc: func(t *testing.T, got string) {
+				if strings.Contains(got, "     ") {
+					t.Errorf("Expected spaces collapsed, got: %q", got)
+				}
+				if !strings.Contains(got, "hello world") {
+					t.Errorf("Expected 'hello world', got: %q", got)
+				}
+			},
+		},
+		{
+			name:  "empty input",
+			input: "",
+			wantFunc: func(t *testing.T, got string) {
+				if got != "" {
+					t.Errorf("Expected empty string, got: %q", got)
+				}
+			},
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			got := tool.extractText(tt.input)
+			tt.wantFunc(t, got)
+		})
+	}
+}
+
 // TestWebTool_WebFetch_MissingDomain verifies error handling for URL without domain
 func TestWebTool_WebFetch_MissingDomain(t *testing.T) {
 	tool := NewWebFetchTool(50000)

pkg/utils/download.go

@@ -0,0 +1,93 @@
+package utils
+
+import (
+	"context"
+	"fmt"
+	"io"
+	"net/http"
+	"os"
+
+	"github.com/sipeed/picoclaw/pkg/logger"
+)
+
+// DownloadToFile streams an HTTP response body to a temporary file in small
+// chunks (~32KB), keeping peak memory usage constant regardless of file size.
+//
+// Parameters:
+//   - ctx:      context for cancellation/timeout
+//   - client:   HTTP client to use (caller controls timeouts, transport, etc.)
+//   - req:      fully prepared *http.Request (method, URL, headers, etc.)
+//   - maxBytes: maximum bytes to download; 0 means no limit
+//
+// Returns the path to the temporary file. The caller is responsible for
+// removing it when done (defer os.Remove(path)).
+//
+// On any error the temp file is cleaned up automatically.
+func DownloadToFile(ctx context.Context, client *http.Client, req *http.Request, maxBytes int64) (string, error) {
+	// Attach context.
+	req = req.WithContext(ctx)
+
+	logger.DebugCF("download", "Starting download", map[string]interface{}{
+		"url":       req.URL.String(),
+		"max_bytes": maxBytes,
+	})
+
+	resp, err := client.Do(req)
+	if err != nil {
+		return "", fmt.Errorf("request failed: %w", err)
+	}
+	defer resp.Body.Close()
+
+	if resp.StatusCode < 200 || resp.StatusCode >= 300 {
+		// Read a small amount for the error message.
+		errBody := make([]byte, 512)
+		n, _ := io.ReadFull(resp.Body, errBody)
+		return "", fmt.Errorf("HTTP %d: %s", resp.StatusCode, string(errBody[:n]))
+	}
+
+	// Create temp file.
+	tmpFile, err := os.CreateTemp("", "picoclaw-dl-*")
+	if err != nil {
+		return "", fmt.Errorf("failed to create temp file: %w", err)
+	}
+	tmpPath := tmpFile.Name()
+
+	logger.DebugCF("download", "Streaming to temp file", map[string]interface{}{
+		"path": tmpPath,
+	})
+
+	// Cleanup helper — removes the temp file on any error.
+	cleanup := func() {
+		_ = tmpFile.Close()
+		_ = os.Remove(tmpPath)
+	}
+
+	// Optionally limit the download size.
+	var src io.Reader = resp.Body
+	if maxBytes > 0 {
+		src = io.LimitReader(resp.Body, maxBytes+1) // +1 to detect overflow
+	}
+
+	written, err := io.Copy(tmpFile, src)
+	if err != nil {
+		cleanup()
+		return "", fmt.Errorf("download write failed: %w", err)
+	}
+
+	if maxBytes > 0 && written > maxBytes {
+		cleanup()
+		return "", fmt.Errorf("download too large: %d bytes (max %d)", written, maxBytes)
+	}
+
+	if err := tmpFile.Close(); err != nil {
+		_ = os.Remove(tmpPath)
+		return "", fmt.Errorf("failed to close temp file: %w", err)
+	}
+
+	logger.DebugCF("download", "Download complete", map[string]interface{}{
+		"path":          tmpPath,
+		"bytes_written": written,
+	})
+
+	return tmpPath, nil
+}

pkg/utils/message.go

@@ -0,0 +1,179 @@
+package utils
+
+import (
+	"strings"
+)
+
+// SplitMessage splits long messages into chunks, preserving code block integrity.
+// The function reserves a buffer (10% of maxLen, min 50) to leave room for closing code blocks,
+// but may extend to maxLen when needed.
+// Call SplitMessage with the full text content and the maximum allowed length of a single message;
+// it returns a slice of message chunks that each respect maxLen and avoid splitting fenced code blocks.
+func SplitMessage(content string, maxLen int) []string {
+	var messages []string
+
+	// Dynamic buffer: 10% of maxLen, but at least 50 chars if possible
+	codeBlockBuffer := maxLen / 10
+	if codeBlockBuffer < 50 {
+		codeBlockBuffer = 50
+	}
+	if codeBlockBuffer > maxLen/2 {
+		codeBlockBuffer = maxLen / 2
+	}
+
+	for len(content) > 0 {
+		if len(content) <= maxLen {
+			messages = append(messages, content)
+			break
+		}
+
+		// Effective split point: maxLen minus buffer, to leave room for code blocks
+		effectiveLimit := maxLen - codeBlockBuffer
+		if effectiveLimit < maxLen/2 {
+			effectiveLimit = maxLen / 2
+		}
+
+		// Find natural split point within the effective limit
+		msgEnd := findLastNewline(content[:effectiveLimit], 200)
+		if msgEnd <= 0 {
+			msgEnd = findLastSpace(content[:effectiveLimit], 100)
+		}
+		if msgEnd <= 0 {
+			msgEnd = effectiveLimit
+		}
+
+		// Check if this would end with an incomplete code block
+		candidate := content[:msgEnd]
+		unclosedIdx := findLastUnclosedCodeBlock(candidate)
+
+		if unclosedIdx >= 0 {
+			// Message would end with incomplete code block
+			// Try to extend up to maxLen to include the closing ```
+			if len(content) > msgEnd {
+				closingIdx := findNextClosingCodeBlock(content, msgEnd)
+				if closingIdx > 0 && closingIdx <= maxLen {
+					// Extend to include the closing ```
+					msgEnd = closingIdx
+				} else {
+					// Code block is too long to fit in one chunk or missing closing fence.
+					// Try to split inside by injecting closing and reopening fences.
+					headerEnd := strings.Index(content[unclosedIdx:], "\n")
+					if headerEnd == -1 {
+						headerEnd = unclosedIdx + 3
+					} else {
+						headerEnd += unclosedIdx
+					}
+					header := strings.TrimSpace(content[unclosedIdx:headerEnd])
+
+					// If we have a reasonable amount of content after the header, split inside
+					if msgEnd > headerEnd+20 {
+						// Find a better split point closer to maxLen
+						innerLimit := maxLen - 5 // Leave room for "\n```"
+						betterEnd := findLastNewline(content[:innerLimit], 200)
+						if betterEnd > headerEnd {
+							msgEnd = betterEnd
+						} else {
+							msgEnd = innerLimit
+						}
+						messages = append(messages, strings.TrimRight(content[:msgEnd], " \t\n\r")+"\n```")
+						content = strings.TrimSpace(header + "\n" + content[msgEnd:])
+						continue
+					}
+
+					// Otherwise, try to split before the code block starts
+					newEnd := findLastNewline(content[:unclosedIdx], 200)
+					if newEnd <= 0 {
+						newEnd = findLastSpace(content[:unclosedIdx], 100)
+					}
+					if newEnd > 0 {
+						msgEnd = newEnd
+					} else {
+						// If we can't split before, we MUST split inside (last resort)
+						if unclosedIdx > 20 {
+							msgEnd = unclosedIdx
+						} else {
+							msgEnd = maxLen - 5
+							messages = append(messages, strings.TrimRight(content[:msgEnd], " \t\n\r")+"\n```")
+							content = strings.TrimSpace(header + "\n" + content[msgEnd:])
+							continue
+						}
+					}
+				}
+			}
+		}
+
+		if msgEnd <= 0 {
+			msgEnd = effectiveLimit
+		}
+
+		messages = append(messages, content[:msgEnd])
+		content = strings.TrimSpace(content[msgEnd:])
+	}
+
+	return messages
+}
+
+// findLastUnclosedCodeBlock finds the last opening ``` that doesn't have a closing ```
+// Returns the position of the opening ``` or -1 if all code blocks are complete
+func findLastUnclosedCodeBlock(text string) int {
+	inCodeBlock := false
+	lastOpenIdx := -1
+
+	for i := 0; i < len(text); i++ {
+		if i+2 < len(text) && text[i] == '`' && text[i+1] == '`' && text[i+2] == '`' {
+			// Toggle code block state on each fence
+			if !inCodeBlock {
+				// Entering a code block: record this opening fence
+				lastOpenIdx = i
+			}
+			inCodeBlock = !inCodeBlock
+			i += 2
+		}
+	}
+
+	if inCodeBlock {
+		return lastOpenIdx
+	}
+	return -1
+}
+
+// findNextClosingCodeBlock finds the next closing ``` starting from a position
+// Returns the position after the closing ``` or -1 if not found
+func findNextClosingCodeBlock(text string, startIdx int) int {
+	for i := startIdx; i < len(text); i++ {
+		if i+2 < len(text) && text[i] == '`' && text[i+1] == '`' && text[i+2] == '`' {
+			return i + 3
+		}
+	}
+	return -1
+}
+
+// findLastNewline finds the last newline character within the last N characters
+// Returns the position of the newline or -1 if not found
+func findLastNewline(s string, searchWindow int) int {
+	searchStart := len(s) - searchWindow
+	if searchStart < 0 {
+		searchStart = 0
+	}
+	for i := len(s) - 1; i >= searchStart; i-- {
+		if s[i] == '\n' {
+			return i
+		}
+	}
+	return -1
+}
+
+// findLastSpace finds the last space character within the last N characters
+// Returns the position of the space or -1 if not found
+func findLastSpace(s string, searchWindow int) int {
+	searchStart := len(s) - searchWindow
+	if searchStart < 0 {
+		searchStart = 0
+	}
+	for i := len(s) - 1; i >= searchStart; i-- {
+		if s[i] == ' ' || s[i] == '\t' {
+			return i
+		}
+	}
+	return -1
+}

pkg/utils/message_test.go

@@ -0,0 +1,151 @@
+package utils
+
+import (
+	"strings"
+	"testing"
+)
+
+func TestSplitMessage(t *testing.T) {
+	longText := strings.Repeat("a", 2500)
+	longCode := "```go\n" + strings.Repeat("fmt.Println(\"hello\")\n", 100) + "```" // ~2100 chars
+
+	tests := []struct {
+		name         string
+		content      string
+		maxLen       int
+		expectChunks int                                 // Check number of chunks
+		checkContent func(t *testing.T, chunks []string) // Custom validation
+	}{
+		{
+			name:         "Empty message",
+			content:      "",
+			maxLen:       2000,
+			expectChunks: 0,
+		},
+		{
+			name:         "Short message fits in one chunk",
+			content:      "Hello world",
+			maxLen:       2000,
+			expectChunks: 1,
+		},
+		{
+			name:         "Simple split regular text",
+			content:      longText,
+			maxLen:       2000,
+			expectChunks: 2,
+			checkContent: func(t *testing.T, chunks []string) {
+				if len(chunks[0]) > 2000 {
+					t.Errorf("Chunk 0 too large: %d", len(chunks[0]))
+				}
+				if len(chunks[0])+len(chunks[1]) != len(longText) {
+					t.Errorf("Total length mismatch. Got %d, want %d", len(chunks[0])+len(chunks[1]), len(longText))
+				}
+			},
+		},
+		{
+			name: "Split at newline",
+			// 1750 chars then newline, then more chars.
+			// Dynamic buffer: 2000 / 10 = 200.
+			// Effective limit: 2000 - 200 = 1800.
+			// Split should happen at newline because it's at 1750 (< 1800).
+			// Total length must > 2000 to trigger split. 1750 + 1 + 300 = 2051.
+			content:      strings.Repeat("a", 1750) + "\n" + strings.Repeat("b", 300),
+			maxLen:       2000,
+			expectChunks: 2,
+			checkContent: func(t *testing.T, chunks []string) {
+				if len(chunks[0]) != 1750 {
+					t.Errorf("Expected chunk 0 to be 1750 length (split at newline), got %d", len(chunks[0]))
+				}
+				if chunks[1] != strings.Repeat("b", 300) {
+					t.Errorf("Chunk 1 content mismatch. Len: %d", len(chunks[1]))
+				}
+			},
+		},
+		{
+			name:         "Long code block split",
+			content:      "Prefix\n" + longCode,
+			maxLen:       2000,
+			expectChunks: 2,
+			checkContent: func(t *testing.T, chunks []string) {
+				// Check that first chunk ends with closing fence
+				if !strings.HasSuffix(chunks[0], "\n```") {
+					t.Error("First chunk should end with injected closing fence")
+				}
+				// Check that second chunk starts with execution header
+				if !strings.HasPrefix(chunks[1], "```go") {
+					t.Error("Second chunk should start with injected code block header")
+				}
+			},
+		},
+		{
+			name:         "Preserve Unicode characters",
+			content:      strings.Repeat("\u4e16", 1000), // 3000 bytes
+			maxLen:       2000,
+			expectChunks: 2,
+			checkContent: func(t *testing.T, chunks []string) {
+				// Just verify we didn't panic and got valid strings.
+				// Go strings are UTF-8, if we split mid-rune it would be bad,
+				// but standard slicing might do that.
+				// Let's assume standard behavior is acceptable or check if it produces invalid rune?
+				if !strings.Contains(chunks[0], "\u4e16") {
+					t.Error("Chunk should contain unicode characters")
+				}
+			},
+		},
+	}
+
+	for _, tc := range tests {
+		t.Run(tc.name, func(t *testing.T) {
+			got := SplitMessage(tc.content, tc.maxLen)
+
+			if tc.expectChunks == 0 {
+				if len(got) != 0 {
+					t.Errorf("Expected 0 chunks, got %d", len(got))
+				}
+				return
+			}
+
+			if len(got) != tc.expectChunks {
+				t.Errorf("Expected %d chunks, got %d", tc.expectChunks, len(got))
+				// Log sizes for debugging
+				for i, c := range got {
+					t.Logf("Chunk %d length: %d", i, len(c))
+				}
+				return // Stop further checks if count assumes specific split
+			}
+
+			if tc.checkContent != nil {
+				tc.checkContent(t, got)
+			}
+		})
+	}
+}
+
+func TestSplitMessage_CodeBlockIntegrity(t *testing.T) {
+	// Focused test for the core requirement: splitting inside a code block preserves syntax highlighting
+
+	// 60 chars total approximately
+	content := "```go\npackage main\n\nfunc main() {\n\tprintln(\"Hello\")\n}\n```"
+	maxLen := 40
+
+	chunks := SplitMessage(content, maxLen)
+
+	if len(chunks) != 2 {
+		t.Fatalf("Expected 2 chunks, got %d: %q", len(chunks), chunks)
+	}
+
+	// First chunk must end with "\n```"
+	if !strings.HasSuffix(chunks[0], "\n```") {
+		t.Errorf("First chunk should end with closing fence. Got: %q", chunks[0])
+	}
+
+	// Second chunk must start with the header "```go"
+	if !strings.HasPrefix(chunks[1], "```go") {
+		t.Errorf("Second chunk should start with code block header. Got: %q", chunks[1])
+	}
+
+	// First chunk should contain meaningful content
+	if len(chunks[0]) > 40 {
+		t.Errorf("First chunk exceeded maxLen: length %d", len(chunks[0]))
+	}
+}

pkg/utils/skills.go

@@ -0,0 +1,19 @@
+package utils
+
+import (
+	"fmt"
+	"strings"
+)
+
+// ValidateSkillIdentifier validates that the given skill identifier (slug or registry name) is non-empty
+// and does not contain path separators ("/", "\\") or ".." for security.
+func ValidateSkillIdentifier(identifier string) error {
+	trimmed := strings.TrimSpace(identifier)
+	if trimmed == "" {
+		return fmt.Errorf("identifier is required and must be a non-empty string")
+	}
+	if strings.ContainsAny(trimmed, "/\\") || strings.Contains(trimmed, "..") {
+		return fmt.Errorf("identifier must not contain path separators or '..' to prevent directory traversal")
+	}
+	return nil
+}

pkg/utils/string.go

@@ -14,3 +14,12 @@ func Truncate(s string, maxLen int) string {
 	}
 	return string(runes[:maxLen-3]) + "..."
 }
+
+// DerefStr dereferences a pointer to a string and
+// returns the value or a fallback if the pointer is nil.
+func DerefStr(s *string, fallback string) string {
+	if s == nil {
+		return fallback
+	}
+	return *s
+}

pkg/utils/zip.go

@@ -0,0 +1,120 @@
+package utils
+
+import (
+	"archive/zip"
+	"fmt"
+	"io"
+	"os"
+	"path/filepath"
+	"strings"
+
+	"github.com/sipeed/picoclaw/pkg/logger"
+)
+
+// ExtractZipFile extracts a ZIP archive from disk to targetDir.
+// It reads entries one at a time from disk, keeping memory usage minimal.
+//
+// Security: rejects path traversal attempts and symlinks.
+func ExtractZipFile(zipPath string, targetDir string) error {
+	reader, err := zip.OpenReader(zipPath)
+	if err != nil {
+		return fmt.Errorf("invalid ZIP: %w", err)
+	}
+	defer reader.Close()
+
+	logger.DebugCF("zip", "Extracting ZIP", map[string]interface{}{
+		"zip_path":   zipPath,
+		"target_dir": targetDir,
+		"entries":    len(reader.File),
+	})
+
+	if err := os.MkdirAll(targetDir, 0755); err != nil {
+		return fmt.Errorf("failed to create target dir: %w", err)
+	}
+
+	for _, f := range reader.File {
+		// Path traversal protection.
+		cleanName := filepath.Clean(f.Name)
+		if strings.HasPrefix(cleanName, "..") || filepath.IsAbs(cleanName) {
+			return fmt.Errorf("zip entry has unsafe path: %q", f.Name)
+		}
+
+		destPath := filepath.Join(targetDir, cleanName)
+
+		// Double-check the resolved path is within target directory (defense-in-depth).
+		targetDirClean := filepath.Clean(targetDir)
+		if !strings.HasPrefix(filepath.Clean(destPath), targetDirClean+string(filepath.Separator)) && filepath.Clean(destPath) != targetDirClean {
+			return fmt.Errorf("zip entry escapes target dir: %q", f.Name)
+		}
+
+		mode := f.FileInfo().Mode()
+
+		// Reject any symlink.
+		if mode&os.ModeSymlink != 0 {
+			return fmt.Errorf("zip contains symlink %q; symlinks are not allowed", f.Name)
+		}
+
+		if f.FileInfo().IsDir() {
+			if err := os.MkdirAll(destPath, 0755); err != nil {
+				return err
+			}
+			continue
+		}
+
+		// Ensure parent directory exists.
+		if err := os.MkdirAll(filepath.Dir(destPath), 0755); err != nil {
+			return err
+		}
+
+		if err := extractSingleFile(f, destPath); err != nil {
+			return err
+		}
+	}
+
+	return nil
+}
+
+// extractSingleFile extracts one zip.File entry to destPath, with a size check.
+func extractSingleFile(f *zip.File, destPath string) error {
+	const maxFileSize = 5 * 1024 * 1024 // 5MB, adjust as appropriate
+
+	// Check the uncompressed size from the header, if available.
+	if f.UncompressedSize64 > maxFileSize {
+		return fmt.Errorf("zip entry %q is too large (%d bytes)", f.Name, f.UncompressedSize64)
+	}
+
+	rc, err := f.Open()
+	if err != nil {
+		return fmt.Errorf("failed to open zip entry %q: %w", f.Name, err)
+	}
+	defer rc.Close()
+
+	outFile, err := os.Create(destPath)
+	if err != nil {
+		return fmt.Errorf("failed to create file %q: %w", destPath, err)
+	}
+	// We don't return the close error via return, since it's not a named error return.
+	// Instead, we log to stderr and remove the partially written file as defensive cleanup.
+	defer func() {
+		if cerr := outFile.Close(); cerr != nil {
+			_ = os.Remove(destPath)
+			logger.ErrorCF("zip", "Failed to close file", map[string]interface{}{
+				"dest_path": destPath,
+				"error":     cerr.Error(),
+			})
+		}
+	}()
+
+	// Streamed size check: prevent overruns and malicious/corrupt headers.
+	written, err := io.CopyN(outFile, rc, maxFileSize+1)
+	if err != nil && err != io.EOF {
+		_ = os.Remove(destPath)
+		return fmt.Errorf("failed to extract %q: %w", f.Name, err)
+	}
+	if written > maxFileSize {
+		_ = os.Remove(destPath)
+		return fmt.Errorf("zip entry %q exceeds max size (%d bytes)", f.Name, written)
+	}
+
+	return nil
+}