diff --git a/README.md b/README.md
index 45a20abff..887ee0c5d 100644
--- a/README.md
+++ b/README.md
@@ -339,6 +339,7 @@ picoclaw gateway
 **4. Telegram command menu (auto-registered at startup)**
 
 PicoClaw now keeps command definitions in one shared registry. On startup, Telegram will automatically register supported bot commands (for example `/start`, `/help`, `/new`, `/session`, `/show`, `/list`) so command menu and runtime behavior stay in sync.
+Telegram command menu registration remains channel-local discovery UX; generic command execution is handled centrally in the agent loop via the commands executor.
 
 If command registration fails (network/API transient errors), the channel still starts and PicoClaw retries registration in the background.
 
@@ -663,6 +664,13 @@ Use `session.dm_scope` to control DM session isolation and `session.backlog_limi
 
 `/new` (or `/reset`) starts a fresh active session for the current scope. `/session list` and `/session resume <index>` operate within that same scope.
 
+### Unified Command Execution Policy
+
+- Generic slash commands are executed through a single path in `pkg/agent/loop.go` via `commands.Executor`.
+- Channel adapters no longer consume generic commands locally; they forward inbound text to the bus/agent path. Telegram still auto-registers supported commands at startup.
+- Unknown slash command (for example `/foo`) passes through to normal LLM processing.
+- Registered but unsupported command on the current channel (for example `/show` on WhatsApp) returns an explicit user-facing error and stops further processing.
+
 ### 🔒 Security Sandbox
 
 PicoClaw runs in a sandboxed environment by default. The agent can only access files and execute commands within the configured workspace.
diff --git a/README.zh.md b/README.zh.md
index 63189837e..5a28e1891 100644
--- a/README.zh.md
+++ b/README.zh.md
@@ -308,6 +308,7 @@ PicoClaw 支持多种聊天平台，使您的 Agent 能够连接到任何地方
 ### Telegram 命令注册（启动时自动同步）
 
 PicoClaw 现在使用统一的命令定义来源。启动时会自动将 Telegram 支持的命令（例如 `/start`、`/help`、`/new`、`/session`、`/show`、`/list`）注册到 Bot 命令菜单，确保菜单展示与实际行为一致。
+Telegram 侧保留的是命令菜单注册能力；通用命令的实际执行统一走 Agent Loop 中的 commands executor。
 
 如果注册因网络或 API 短暂异常失败，不会阻塞 channel 启动；系统会在后台自动重试。
 
@@ -356,6 +357,13 @@ PicoClaw 将数据存储在您配置的工作区中（默认：`~/.picoclaw/work
 
 `/new`（或 `/reset`）会在当前作用域创建新会话；`/session list` 和 `/session resume <index>` 只在当前作用域内生效。
 
+### 统一命令执行策略
+
+- 通用斜杠命令通过 `pkg/agent/loop.go` 中的 `commands.Executor` 统一执行。
+- Channel 适配器不再在本地消费通用命令；它们只负责把入站文本转发到 bus/agent 路径。Telegram 仍会在启动时自动注册其支持的命令菜单。
+- 未注册的斜杠命令（例如 `/foo`）会透传给 LLM 按普通输入处理。
+- 已注册但当前 channel 不支持的命令（例如 WhatsApp 上的 `/show`）会返回明确的用户可见错误，并停止后续处理。
+
 ### 心跳 / 周期性任务 (Heartbeat)
 
 PicoClaw 可以自动执行周期性任务。在工作区创建 `HEARTBEAT.md` 文件：
diff --git a/docs/plans/2026-03-01-command-centralization-design.md b/docs/plans/2026-03-01-command-centralization-design.md
index a04b9d735..64a725362 100644
--- a/docs/plans/2026-03-01-command-centralization-design.md
+++ b/docs/plans/2026-03-01-command-centralization-design.md
@@ -2,16 +2,18 @@
 
 ## Background
 
-Current command behavior is split across two execution paths:
+This centralization is now implemented for generic slash commands.
 
-- `pkg/commands` owns command definitions and dispatcher matching.
-- `pkg/agent/loop.go` still executes command business logic through a hardcoded `handleCommand` switch.
+- `pkg/commands` owns command definitions, channel support metadata, parser behavior, and handlers.
+- `pkg/agent/loop.go` invokes `commands.Executor` for generic slash command execution before LLM flow.
+- Channel adapters forward inbound text to the bus/agent path and do not consume generic commands locally.
+- Telegram command menu registration still exists and is sourced from command definitions.
 
-This creates drift between "registered commands" and "actually executable commands", especially when channel filtering is defined in `pkg/commands` but bypassed by `AgentLoop` fallback handling.
+This document captures the resulting runtime policy and architecture.
 
 ## Goals
 
-- Make generic commands (`/start`, `/help`, `/new`, `/session`, `/show`, `/list`) consistently available across channels.
+- Make generic command execution policy consistent across channels while keeping per-command channel support explicit in command definitions.
 - Centralize command definition and execution in one domain (`pkg/commands`).
 - Keep architecture extensible and easy to reason about: channel adapters do transport, agent does orchestration, commands do command policy + execution.
 
@@ -26,7 +28,7 @@ This creates drift between "registered commands" and "actually executable comman
 - Unknown slash command (e.g. `/foo`) must pass through to LLM as normal user input.
 - Registered command that is unsupported on current channel must return explicit user-facing error and stop further processing.
 
-## Root Cause Summary
+## Historical Root Cause Summary (Before Centralization)
 
 The mismatch comes from mixed responsibilities:
 
@@ -38,7 +40,7 @@ Result: command registry is not authoritative for behavior.
 
 ## Design Decision
 
-Adopt **Agent-central execution with Commands-domain authority**:
+Adopted **Agent-central execution with Commands-domain authority**:
 
 - `pkg/commands` is the only source of command metadata, support scope, parser behavior, and handler execution.
 - `AgentLoop` becomes an orchestrator that invokes `commands.Executor` before LLM execution.
@@ -117,7 +119,7 @@ type Runtime interface {
 }
 ```
 
-## Migration Strategy
+## Implemented Migration Strategy
 
 1. Add executor tri-state contract in `pkg/commands` with tests.
 2. Move `/new` and `/session` logic from `AgentLoop` into command handlers using runtime session ops.
@@ -147,10 +149,10 @@ type Runtime interface {
 - Telegram startup command registration unaffected.
 - WhatsApp/WhatsApp native no longer diverge due to local command execution.
 
-## Acceptance Criteria
+## Acceptance Criteria (Implemented)
 
 - Command behavior is determined only by `pkg/commands` definitions + executor.
-- No generic command business logic remains in `AgentLoop.handleCommand`.
+- Generic command behavior (`/start`, `/help`, `/new`, `/session`, `/show`, `/list`) is executed via `commands.Executor` rather than channel-local business paths.
 - Unknown slash commands continue to LLM.
 - Unsupported registered commands return explicit errors.
 - README command behavior statements align with runtime behavior.