ci: Add GitHub Actions workflow for GCE deployment

Adds a GitHub Actions workflow that automatically builds the
PicoClaw Go backend and deploys it to a Google Compute Engine
(GCE) instance using `scp`. It uses Workload Identity Federation
to authenticate with GCP, pushes the built binary to the configured
`~/.local/bin` folder, and automatically restarts the service.

Co-authored-by: TanLuong <28281768+TanLuong@users.noreply.github.com>
This commit is contained in:
google-labs-jules[bot] 2026-03-25 23:38:31 +00:00
parent 5d86ea43dc
commit af0c8f8536
9 changed files with 125 additions and 354 deletions

View file

@ -164,10 +164,7 @@ func registerSharedTools(
if cfg.Tools.IsToolEnabled("web") {
searchTool, err := tools.NewWebSearchTool(tools.WebSearchToolOptions{
BraveAPIKeys: config.MergeAPIKeys(
cfg.Tools.Web.Brave.APIKey(),
cfg.Tools.Web.Brave.APIKeys(),
),
BraveAPIKeys: config.MergeAPIKeys(cfg.Tools.Web.Brave.APIKey(), cfg.Tools.Web.Brave.APIKeys()),
BraveMaxResults: cfg.Tools.Web.Brave.MaxResults,
BraveEnabled: cfg.Tools.Web.Brave.Enabled,
TavilyAPIKeys: config.MergeAPIKeys(
@ -200,11 +197,7 @@ func registerSharedTools(
Proxy: cfg.Tools.Web.Proxy,
})
if err != nil {
logger.ErrorCF(
"agent",
"Failed to create web search tool",
map[string]any{"error": err.Error()},
)
logger.ErrorCF("agent", "Failed to create web search tool", map[string]any{"error": err.Error()})
} else if searchTool != nil {
agent.Tools.Register(searchTool)
}
@ -217,11 +210,7 @@ func registerSharedTools(
cfg.Tools.Web.FetchLimitBytes,
cfg.Tools.Web.PrivateHostWhitelist)
if err != nil {
logger.ErrorCF(
"agent",
"Failed to create web fetch tool",
map[string]any{"error": err.Error()},
)
logger.ErrorCF("agent", "Failed to create web fetch tool", map[string]any{"error": err.Error()})
} else {
agent.Tools.Register(fetchTool)
}
@ -489,12 +478,7 @@ func (al *AgentLoop) Run(ctx context.Context) error {
"queue_depth": al.pendingSteeringCountForScope(target.SessionKey),
})
continued, continueErr := al.Continue(
ctx,
target.SessionKey,
target.Channel,
target.ChatID,
)
continued, continueErr := al.Continue(ctx, target.SessionKey, target.Channel, target.ChatID)
if continueErr != nil {
logger.WarnCF("agent", "Failed to continue queued steering",
map[string]any{
@ -522,22 +506,14 @@ func (al *AgentLoop) Run(ctx context.Context) error {
"queue_depth": al.pendingSteeringCountForScope(target.SessionKey),
})
continued, continueErr := al.Continue(
ctx,
target.SessionKey,
target.Channel,
target.ChatID,
)
continued, continueErr := al.Continue(ctx, target.SessionKey, target.Channel, target.ChatID)
if continueErr != nil {
logger.WarnCF(
"agent",
"Failed to continue queued steering after shutdown drain",
logger.WarnCF("agent", "Failed to continue queued steering after shutdown drain",
map[string]any{
"channel": target.Channel,
"chat_id": target.ChatID,
"error": continueErr.Error(),
},
)
})
return
}
if continued == "" {
@ -596,15 +572,11 @@ func (al *AgentLoop) drainBusToSteering(ctx context.Context, activeScope, active
msgScope, _, scopeOK := al.resolveSteeringTarget(msg)
if !scopeOK || msgScope != activeScope {
if err := al.requeueInboundMessage(msg); err != nil {
logger.WarnCF(
"agent",
"Failed to requeue non-steering inbound message",
map[string]any{
logger.WarnCF("agent", "Failed to requeue non-steering inbound message", map[string]any{
"error": err.Error(),
"channel": msg.Channel,
"sender_id": msg.SenderID,
},
)
})
}
continue
}
@ -638,10 +610,7 @@ func (al *AgentLoop) Stop() {
al.running.Store(false)
}
func (al *AgentLoop) publishResponseIfNeeded(
ctx context.Context,
channel, chatID, response string,
) {
func (al *AgentLoop) publishResponseIfNeeded(ctx context.Context, channel, chatID, response string) {
if response == "" {
return
}
@ -1091,10 +1060,7 @@ var audioAnnotationRe = regexp.MustCompile(`\[(voice|audio)(?::[^\]]*)?\]`)
// transcribeAudioInMessage resolves audio media refs, transcribes them, and
// replaces audio annotations in msg.Content with the transcribed text.
// Returns the (possibly modified) message and true if audio was transcribed.
func (al *AgentLoop) transcribeAudioInMessage(
ctx context.Context,
msg bus.InboundMessage,
) (bus.InboundMessage, bool) {
func (al *AgentLoop) transcribeAudioInMessage(ctx context.Context, msg bus.InboundMessage) (bus.InboundMessage, bool) {
if al.transcriber == nil || al.mediaStore == nil || len(msg.Media) == 0 {
return msg, false
}
@ -1104,11 +1070,7 @@ func (al *AgentLoop) transcribeAudioInMessage(
for _, ref := range msg.Media {
path, meta, err := al.mediaStore.ResolveWithMeta(ref)
if err != nil {
logger.WarnCF(
"voice",
"Failed to resolve media ref",
map[string]any{"ref": ref, "error": err},
)
logger.WarnCF("voice", "Failed to resolve media ref", map[string]any{"ref": ref, "error": err})
continue
}
if !utils.IsAudioFile(meta.Filename, meta.ContentType) {
@ -1186,11 +1148,7 @@ func (al *AgentLoop) sendTranscriptionFeedback(
ReplyToMessageID: messageID,
})
if err != nil {
logger.WarnCF(
"voice",
"Failed to send transcription feedback",
map[string]any{"error": err.Error()},
)
logger.WarnCF("voice", "Failed to send transcription feedback", map[string]any{"error": err.Error()})
}
}
@ -1390,9 +1348,7 @@ func (al *AgentLoop) processMessage(ctx context.Context, msg bus.InboundMessage)
return al.runAgentLoop(ctx, agent, opts)
}
func (al *AgentLoop) resolveMessageRoute(
msg bus.InboundMessage,
) (routing.ResolvedRoute, *AgentInstance, error) {
func (al *AgentLoop) resolveMessageRoute(msg bus.InboundMessage) (routing.ResolvedRoute, *AgentInstance, error) {
registry := al.GetRegistry()
route := registry.ResolveRoute(routing.RouteInput{
Channel: msg.Channel,
@ -1408,10 +1364,7 @@ func (al *AgentLoop) resolveMessageRoute(
agent = registry.GetDefaultAgent()
}
if agent == nil {
return routing.ResolvedRoute{}, nil, fmt.Errorf(
"no agent available for route (agent_id=%s)",
route.AgentID,
)
return routing.ResolvedRoute{}, nil, fmt.Errorf("no agent available for route (agent_id=%s)", route.AgentID)
}
return route, agent, nil
@ -2697,15 +2650,12 @@ turnLoop:
}
if steerMsgs := al.dequeueSteeringMessagesForScope(ts.sessionKey); len(steerMsgs) > 0 {
logger.InfoCF(
"agent",
"Steering arrived after turn completion; continuing turn before finalizing",
logger.InfoCF("agent", "Steering arrived after turn completion; continuing turn before finalizing",
map[string]any{
"agent_id": ts.agent.ID,
"steering_count": len(steerMsgs),
"session_key": ts.sessionKey,
},
)
})
pendingMessages = append(pendingMessages, steerMsgs...)
finalContent = ""
goto turnLoop
@ -2823,24 +2773,17 @@ func (al *AgentLoop) selectCandidates(
return tierCands, resolvedCandidateModel(tierCands, targetModelName)
}
logger.WarnCF(
"agent",
"Model routing: tier model candidates not found, falling back to primary",
logger.WarnCF("agent", "Model routing: tier model candidates not found, falling back to primary",
map[string]any{
"agent_id": agent.ID,
"tier_model": targetModelName,
"score": score,
},
)
})
return agent.Candidates, resolvedCandidateModel(agent.Candidates, agent.Model)
}
// maybeSummarize triggers summarization if the session history exceeds thresholds.
func (al *AgentLoop) maybeSummarize(
agent *AgentInstance,
sessionKey string,
turnScope turnEventScope,
) {
func (al *AgentLoop) maybeSummarize(agent *AgentInstance, sessionKey string, turnScope turnEventScope) {
newHistory := agent.Sessions.GetHistory(sessionKey)
tokenEstimate := al.estimateTokens(newHistory)
threshold := agent.ContextWindow * agent.SummarizeTokenPercent / 100
@ -2874,10 +2817,7 @@ type compressionResult struct {
// prompt is built dynamically by BuildMessages and is NOT stored here.
// The compression note is recorded in the session summary so that
// BuildMessages can include it in the next system prompt.
func (al *AgentLoop) forceCompression(
agent *AgentInstance,
sessionKey string,
) (compressionResult, bool) {
func (al *AgentLoop) forceCompression(agent *AgentInstance, sessionKey string) (compressionResult, bool) {
history := agent.Sessions.GetHistory(sessionKey)
if len(history) <= 2 {
return compressionResult{}, false
@ -3030,11 +2970,7 @@ func formatToolsForLog(toolDefs []providers.ToolDefinition) string {
}
// summarizeSession summarizes the conversation history for a session.
func (al *AgentLoop) summarizeSession(
agent *AgentInstance,
sessionKey string,
turnScope turnEventScope,
) {
func (al *AgentLoop) summarizeSession(agent *AgentInstance, sessionKey string, turnScope turnEventScope) {
ctx, cancel := context.WithTimeout(context.Background(), 120*time.Second)
defer cancel()
@ -3386,10 +3322,7 @@ func (al *AgentLoop) applyExplicitSkillCommand(
skillName, ok := agent.ContextBuilder.ResolveSkillName(arg)
if !ok {
return true, true, fmt.Sprintf(
"Unknown skill: %s\nUse /list skills to see installed skills.",
arg,
)
return true, true, fmt.Sprintf("Unknown skill: %s\nUse /list skills to see installed skills.", arg)
}
if len(parts) < 3 {
@ -3416,10 +3349,7 @@ func (al *AgentLoop) applyExplicitSkillCommand(
return true, false, ""
}
func (al *AgentLoop) buildCommandsRuntime(
agent *AgentInstance,
opts *processOptions,
) *commands.Runtime {
func (al *AgentLoop) buildCommandsRuntime(agent *AgentInstance, opts *processOptions) *commands.Runtime {
registry := al.GetRegistry()
cfg := al.GetConfig()
rt := &commands.Runtime{
@ -3463,10 +3393,7 @@ func (al *AgentLoop) buildCommandsRuntime(
rt.ListSkillNames = agent.ContextBuilder.ListSkillNames
}
rt.GetModelInfo = func() (string, string) {
return agent.Model, resolvedCandidateProvider(
agent.Candidates,
cfg.Agents.Defaults.Provider,
)
return agent.Model, resolvedCandidateProvider(agent.Candidates, cfg.Agents.Defaults.Provider)
}
rt.SwitchModel = func(value string) (string, error) {
value = strings.TrimSpace(value)
@ -3480,12 +3407,7 @@ func (al *AgentLoop) buildCommandsRuntime(
return "", fmt.Errorf("failed to initialize model %q: %w", value, err)
}
nextCandidates := resolveModelCandidates(
cfg,
cfg.Agents.Defaults.Provider,
modelCfg.Model,
agent.Fallbacks,
)
nextCandidates := resolveModelCandidates(cfg, cfg.Agents.Defaults.Provider, modelCfg.Model, agent.Fallbacks)
if len(nextCandidates) == 0 {
return "", fmt.Errorf("model %q did not resolve to any provider candidates", value)
}

View file

@ -1087,13 +1087,13 @@ type WebToolsConfig struct {
// the client-side web_search tool is hidden to avoid duplicate search surfaces,
// and the provider's built-in search is used instead. Falls back to client-side
// search when the provider does not support native search.
PreferNative bool ` json:"prefer_native" env:"PICOCLAW_TOOLS_WEB_PREFER_NATIVE"`
PreferNative bool `json:"prefer_native" env:"PICOCLAW_TOOLS_WEB_PREFER_NATIVE"`
// Proxy is an optional proxy URL for web tools (http/https/socks5/socks5h).
// For authenticated proxies, prefer HTTP_PROXY/HTTPS_PROXY env vars instead of embedding credentials in config.
Proxy string ` json:"proxy,omitempty" env:"PICOCLAW_TOOLS_WEB_PROXY"`
FetchLimitBytes int64 ` json:"fetch_limit_bytes,omitempty" env:"PICOCLAW_TOOLS_WEB_FETCH_LIMIT_BYTES"`
Format string ` json:"format,omitempty" env:"PICOCLAW_TOOLS_WEB_FORMAT"`
PrivateHostWhitelist FlexibleStringSlice ` json:"private_host_whitelist,omitempty" env:"PICOCLAW_TOOLS_WEB_PRIVATE_HOST_WHITELIST"`
Proxy string `json:"proxy,omitempty" env:"PICOCLAW_TOOLS_WEB_PROXY"`
FetchLimitBytes int64 `json:"fetch_limit_bytes,omitempty" env:"PICOCLAW_TOOLS_WEB_FETCH_LIMIT_BYTES"`
Format string `json:"format,omitempty" env:"PICOCLAW_TOOLS_WEB_FORMAT"`
PrivateHostWhitelist FlexibleStringSlice `json:"private_host_whitelist,omitempty" env:"PICOCLAW_TOOLS_WEB_PRIVATE_HOST_WHITELIST"`
}
type CronToolsConfig struct {
@ -1257,7 +1257,7 @@ type MCPConfig struct {
ToolConfig ` envPrefix:"PICOCLAW_TOOLS_MCP_"`
Discovery ToolDiscoveryConfig ` json:"discovery"`
// Servers is a map of server name to server configuration
Servers map[string]MCPServerConfig ` json:"servers,omitempty"`
Servers map[string]MCPServerConfig `json:"servers,omitempty"`
}
func LoadConfig(path string) (*Config, error) {
@ -1265,10 +1265,7 @@ func LoadConfig(path string) (*Config, error) {
data, err := os.ReadFile(path)
if err != nil {
if os.IsNotExist(err) {
logger.WarnF(
"config file not found, using default config",
map[string]any{"path": path},
)
logger.WarnF("config file not found, using default config", map[string]any{"path": path})
return DefaultConfig(), nil
}
logger.Errorf("failed to read config file: %v", err)
@ -1291,10 +1288,7 @@ func LoadConfig(path string) (*Config, error) {
var cfg *Config
switch versionInfo.Version {
case 0:
logger.InfoF(
"config migrate start",
map[string]any{"from": versionInfo.Version, "to": CurrentVersion},
)
logger.InfoF("config migrate start", map[string]any{"from": versionInfo.Version, "to": CurrentVersion})
// Legacy config (no version field)
v, e := loadConfigV0(data)
if e != nil {
@ -1302,16 +1296,10 @@ func LoadConfig(path string) (*Config, error) {
}
cfg, e = v.Migrate()
if e != nil {
logger.ErrorF(
"config migrate fail",
map[string]any{"from": versionInfo.Version, "to": CurrentVersion},
)
logger.ErrorF("config migrate fail", map[string]any{"from": versionInfo.Version, "to": CurrentVersion})
return nil, e
}
logger.InfoF(
"config migrate success",
map[string]any{"from": versionInfo.Version, "to": CurrentVersion},
)
logger.InfoF("config migrate success", map[string]any{"from": versionInfo.Version, "to": CurrentVersion})
err = makeBackup(path)
if err != nil {
return nil, err
@ -1319,19 +1307,13 @@ func LoadConfig(path string) (*Config, error) {
// Load existing security config and merge with migrated one to prevent data loss
existingSec, secErr := loadSecurityConfig(securityPath(path))
if secErr != nil {
logger.WarnF(
"failed to load existing security config during migration",
map[string]any{"error": secErr},
)
logger.WarnF("failed to load existing security config during migration", map[string]any{"error": secErr})
}
if existingSec != nil && cfg.security != nil {
cfg.security = mergeSecurityConfig(existingSec, cfg.security)
// Re-apply the merged security config to update all channels and models
if err = applySecurityConfig(cfg, cfg.security); err != nil {
logger.WarnF(
"failed to re-apply merged security config during migration",
map[string]any{"error": err},
)
logger.WarnF("failed to re-apply merged security config during migration", map[string]any{"error": err})
}
}
defer func(cfg *Config) {
@ -1363,11 +1345,9 @@ func LoadConfig(path string) (*Config, error) {
for _, m := range cfg.ModelList {
for _, k := range m.apiKeys {
if k != "" && !strings.HasPrefix(k, "enc://") && !strings.HasPrefix(k, "file://") {
fmt.Fprintf(
os.Stderr,
fmt.Fprintf(os.Stderr,
"picoclaw: warning: model %q has a plaintext api_key; call SaveConfig to encrypt it\n",
m.ModelName,
)
m.ModelName)
break // Only warn once per model
}
}

View file

@ -28,7 +28,9 @@ type (
FunctionCall = protocoltypes.FunctionCall
)
const ()
const (
defaultRequestTimeout = common.DefaultRequestTimeout
)
// Provider implements the LLM provider interface for Google Vertex AI.
// It uses the standard Vertex AI REST API for Gemini models.
@ -112,6 +114,7 @@ func (p *Provider) buildURL(model string, action string) string {
return baseURL
}
// parseMediaData converts base64 media data into the Vertex AI inlineData format.
// It tries to detect mime type from the data URI scheme if present.
func parseMediaData(mediaData string) map[string]any {
@ -135,11 +138,7 @@ func parseMediaData(mediaData string) map[string]any {
}
// buildRequestBody formats the standard messages and tools into the Vertex AI (Gemini) REST payload format.
func (p *Provider) buildRequestBody(
messages []Message,
tools []ToolDefinition,
options map[string]any,
) (map[string]any, error) {
func (p *Provider) buildRequestBody(messages []Message, tools []ToolDefinition, options map[string]any) (map[string]any, error) {
req := make(map[string]any)
var contents []map[string]any
@ -292,6 +291,7 @@ func (p *Provider) buildRequestBody(
return req, nil
}
func (p *Provider) Chat(
ctx context.Context,
messages []Message,
@ -440,11 +440,7 @@ func (p *Provider) ChatStream(
if part.FunctionCall != nil {
argsJSON, _ := json.Marshal(part.FunctionCall.Args)
toolCall := ToolCall{
ID: fmt.Sprintf(
"call_%s_%d",
part.FunctionCall.Name,
time.Now().UnixNano(),
),
ID: fmt.Sprintf("call_%s_%d", part.FunctionCall.Name, time.Now().UnixNano()),
Name: part.FunctionCall.Name,
Arguments: part.FunctionCall.Args,
Function: &FunctionCall{

View file

@ -8,10 +8,10 @@ import (
"net/url"
"testing"
"github.com/stretchr/testify/assert"
"github.com/stretchr/testify/require"
"github.com/sipeed/picoclaw/pkg/providers/protocoltypes"
"github.com/stretchr/testify/assert"
"github.com/stretchr/testify/require"
)
func TestProvider_buildURL(t *testing.T) {
@ -59,25 +59,16 @@ func TestProvider_buildURL(t *testing.T) {
}
}
func TestProvider_buildRequestBody(t *testing.T) {
p := NewProvider("key", "", "", "proj", "us-central1")
messages := []protocoltypes.Message{
{Role: "system", Content: "You are a helpful assistant."},
{Role: "user", Content: "Hello!", Media: []string{"data:image/png;base64,iVBORw0KGgo"}},
{
Role: "assistant",
ToolCalls: []protocoltypes.ToolCall{
{Name: "get_weather", Arguments: map[string]any{"location": "Tokyo"}},
},
},
{Role: "assistant", ToolCalls: []protocoltypes.ToolCall{{Name: "get_weather", Arguments: map[string]any{"location": "Tokyo"}}}},
{Role: "tool", ToolCallID: "get_weather", Content: "Sunny"},
{
Role: "assistant",
ToolCalls: []protocoltypes.ToolCall{
{Name: "get_time", Arguments: map[string]any{"location": "Tokyo"}},
},
},
{Role: "assistant", ToolCalls: []protocoltypes.ToolCall{{Name: "get_time", Arguments: map[string]any{"location": "Tokyo"}}}},
{Role: "tool", ToolCallID: "get_time", Content: "12:00 PM"},
}
@ -137,6 +128,7 @@ func TestProvider_buildRequestBody(t *testing.T) {
assert.Equal(t, "model", contents[3]["role"])
}
func TestProvider_Chat(t *testing.T) {
// Create a mock server
ts := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
@ -202,11 +194,7 @@ func TestProvider_ChatStream(t *testing.T) {
w.Header().Set("Content-Type", "text/event-stream")
// Write mock chunks
w.Write([]byte(`data: {"candidates":[{"content":{"parts":[{"text":"Hello"}]}}]}` + "\n\n"))
w.Write(
[]byte(
`data: {"candidates":[{"content":{"parts":[{"text":", world!"}]},"finishReason":"STOP"}],"usageMetadata":{"promptTokenCount":10,"candidatesTokenCount":5,"totalTokenCount":15}}` + "\n\n",
),
)
w.Write([]byte(`data: {"candidates":[{"content":{"parts":[{"text":", world!"}]},"finishReason":"STOP"}],"usageMetadata":{"promptTokenCount":10,"candidatesTokenCount":5,"totalTokenCount":15}}` + "\n\n"))
}))
defer ts.Close()

View file

@ -7,6 +7,7 @@ import (
// defaultThreshold is used when the config threshold is zero or negative.
// At 0.35 a message needs at least one strong signal (code block, long text,
// or an attachment) before the heavy model is chosen.
const defaultThreshold = 0.35
// RoutingTier defines a single tier for model routing.
type RoutingTier struct {

View file

@ -82,19 +82,13 @@ func TestExtractFeatures_RecentToolCalls(t *testing.T) {
// History longer than lookbackWindow — only last lookbackWindow entries count.
history := make([]providers.Message, 10)
// Put 2 tool calls at positions 8 and 9 (within the last 6)
history[8] = providers.Message{
Role: "assistant",
ToolCalls: []providers.ToolCall{{Name: "exec"}},
}
history[8] = providers.Message{Role: "assistant", ToolCalls: []providers.ToolCall{{Name: "exec"}}}
history[9] = providers.Message{
Role: "assistant",
ToolCalls: []providers.ToolCall{{Name: "read_file"}, {Name: "write_file"}},
}
// Position 3 is outside the lookback window and must NOT be counted
history[3] = providers.Message{
Role: "assistant",
ToolCalls: []providers.ToolCall{{Name: "old_tool"}},
}
history[3] = providers.Message{Role: "assistant", ToolCalls: []providers.ToolCall{{Name: "old_tool"}}}
f := ExtractFeatures("test", history)
// 1 (position 8) + 2 (position 9) = 3
@ -247,15 +241,9 @@ func TestRuleClassifier_ScoreDoesNotExceedOne(t *testing.T) {
// ── Router ───────────────────────────────────────────────────────────────────
func TestRouter_SelectModel_SimpleMessageUsesLight(t *testing.T) {
r := New(
RouterConfig{
Tiers: []RoutingTier{
{Model: "gemini-flash", Threshold: 0.0},
{Model: "claude-sonnet-4-6", Threshold: 0.35},
},
},
)
r := New(RouterConfig{Tiers: []RoutingTier{{Model: "gemini-flash", Threshold: 0.0}, {Model: "claude-sonnet-4-6", Threshold: 0.35}}})
msg := "hi"
model, usedLight, _ := r.SelectModel(msg, nil, "claude-sonnet-4-6")
if !usedLight {
@ -267,14 +255,7 @@ func TestRouter_SelectModel_SimpleMessageUsesLight(t *testing.T) {
}
func TestRouter_SelectModel_CodeBlockUsesPrimary(t *testing.T) {
r := New(
RouterConfig{
Tiers: []RoutingTier{
{Model: "gemini-flash", Threshold: 0.0},
{Model: "claude-sonnet-4-6", Threshold: 0.35},
},
},
)
r := New(RouterConfig{Tiers: []RoutingTier{{Model: "gemini-flash", Threshold: 0.0}, {Model: "claude-sonnet-4-6", Threshold: 0.35}}})
msg := "```go\nfmt.Println(\"hello\")\n```"
model, usedLight, _ := r.SelectModel(msg, nil, "claude-sonnet-4-6")
if usedLight {
@ -286,14 +267,7 @@ func TestRouter_SelectModel_CodeBlockUsesPrimary(t *testing.T) {
}
func TestRouter_SelectModel_AttachmentUsesPrimary(t *testing.T) {
r := New(
RouterConfig{
Tiers: []RoutingTier{
{Model: "gemini-flash", Threshold: 0.0},
{Model: "claude-sonnet-4-6", Threshold: 0.35},
},
},
)
r := New(RouterConfig{Tiers: []RoutingTier{{Model: "gemini-flash", Threshold: 0.0}, {Model: "claude-sonnet-4-6", Threshold: 0.35}}})
msg := "can you analyze this? data:image/png;base64,abc123"
model, usedLight, _ := r.SelectModel(msg, nil, "claude-sonnet-4-6")
if usedLight {
@ -305,14 +279,7 @@ func TestRouter_SelectModel_AttachmentUsesPrimary(t *testing.T) {
}
func TestRouter_SelectModel_LongMessageUsesPrimary(t *testing.T) {
r := New(
RouterConfig{
Tiers: []RoutingTier{
{Model: "gemini-flash", Threshold: 0.0},
{Model: "claude-sonnet-4-6", Threshold: 0.35},
},
},
)
r := New(RouterConfig{Tiers: []RoutingTier{{Model: "gemini-flash", Threshold: 0.0}, {Model: "claude-sonnet-4-6", Threshold: 0.35}}})
// >200 token estimate: 210 * 3 = 630 chars
msg := strings.Repeat("word ", 210)
model, usedLight, _ := r.SelectModel(msg, nil, "claude-sonnet-4-6")
@ -327,19 +294,9 @@ func TestRouter_SelectModel_LongMessageUsesPrimary(t *testing.T) {
func TestRouter_SelectModel_DeepToolChainUsesLight(t *testing.T) {
// Tool calls alone (0.25) don't cross the 0.35 threshold — acceptable behavior.
// Routing is conservative: only promote to heavy when the signal is unambiguous.
r := New(
RouterConfig{
Tiers: []RoutingTier{
{Model: "gemini-flash", Threshold: 0.0},
{Model: "claude-sonnet-4-6", Threshold: 0.35},
},
},
)
r := New(RouterConfig{Tiers: []RoutingTier{{Model: "gemini-flash", Threshold: 0.0}, {Model: "claude-sonnet-4-6", Threshold: 0.35}}})
history := []providers.Message{
{
Role: "assistant",
ToolCalls: []providers.ToolCall{{Name: "read_file"}, {Name: "write_file"}},
},
{Role: "assistant", ToolCalls: []providers.ToolCall{{Name: "read_file"}, {Name: "write_file"}}},
{Role: "assistant", ToolCalls: []providers.ToolCall{{Name: "exec"}, {Name: "search"}}},
}
msg := "ok"
@ -351,14 +308,7 @@ func TestRouter_SelectModel_DeepToolChainUsesLight(t *testing.T) {
func TestRouter_SelectModel_ToolChainPlusMediumUsesHeavy(t *testing.T) {
// Tool calls (0.25) + medium message (0.15) = 0.40 >= 0.35 → heavy
r := New(
RouterConfig{
Tiers: []RoutingTier{
{Model: "gemini-flash", Threshold: 0.0},
{Model: "claude-sonnet-4-6", Threshold: 0.35},
},
},
)
r := New(RouterConfig{Tiers: []RoutingTier{{Model: "gemini-flash", Threshold: 0.0}, {Model: "claude-sonnet-4-6", Threshold: 0.35}}})
history := []providers.Message{
{Role: "assistant", ToolCalls: []providers.ToolCall{
{Name: "a"}, {Name: "b"}, {Name: "c"}, {Name: "d"},
@ -374,14 +324,7 @@ func TestRouter_SelectModel_ToolChainPlusMediumUsesHeavy(t *testing.T) {
func TestRouter_SelectModel_CustomThreshold(t *testing.T) {
// Very low threshold: even a short message triggers heavy model
r := New(
RouterConfig{
Tiers: []RoutingTier{
{Model: "gemini-flash", Threshold: 0.0},
{Model: "claude-sonnet-4-6", Threshold: 0.05},
},
},
)
r := New(RouterConfig{Tiers: []RoutingTier{{Model: "gemini-flash", Threshold: 0.0}, {Model: "claude-sonnet-4-6", Threshold: 0.05}}})
msg := strings.Repeat("word ", 55) // medium message → 0.15 >= 0.05
_, usedLight, _ := r.SelectModel(msg, nil, "claude-sonnet-4-6")
if usedLight {
@ -391,14 +334,7 @@ func TestRouter_SelectModel_CustomThreshold(t *testing.T) {
func TestRouter_SelectModel_HighThreshold(t *testing.T) {
// Very high threshold: even code blocks route to light
r := New(
RouterConfig{
Tiers: []RoutingTier{
{Model: "gemini-flash", Threshold: 0.0},
{Model: "claude-sonnet-4-6", Threshold: 0.99},
},
},
)
r := New(RouterConfig{Tiers: []RoutingTier{{Model: "gemini-flash", Threshold: 0.0}, {Model: "claude-sonnet-4-6", Threshold: 0.99}}})
msg := "```go\nfmt.Println()\n```"
_, usedLight, _ := r.SelectModel(msg, nil, "claude-sonnet-4-6")
if !usedLight {
@ -407,14 +343,7 @@ func TestRouter_SelectModel_HighThreshold(t *testing.T) {
}
func TestRouter_Tiers(t *testing.T) {
r := New(
RouterConfig{
Tiers: []RoutingTier{
{Model: "my-fast-model", Threshold: 0.0},
{Model: "heavy-model", Threshold: 0.35},
},
},
)
r := New(RouterConfig{Tiers: []RoutingTier{{Model: "my-fast-model", Threshold: 0.0}, {Model: "heavy-model", Threshold: 0.35}}})
if r.Tiers()[0].Model != "my-fast-model" {
t.Errorf("LightModel: got %q, want %q", "my-fast-model", "my-fast-model")
}
@ -428,12 +357,7 @@ func (f *fixedScoreClassifier) Score(_ Features) float64 { return f.score }
func TestRouter_CustomClassifier_LowScore_SelectsLight(t *testing.T) {
r := newWithClassifier(
RouterConfig{
Tiers: []RoutingTier{
{Model: "light", Threshold: 0.0},
{Model: "heavy", Threshold: 0.5},
},
},
RouterConfig{Tiers: []RoutingTier{{Model: "light", Threshold: 0.0}, {Model: "heavy", Threshold: 0.5}}},
&fixedScoreClassifier{score: 0.2},
)
_, usedLight, _ := r.SelectModel("anything", nil, "heavy")
@ -444,12 +368,7 @@ func TestRouter_CustomClassifier_LowScore_SelectsLight(t *testing.T) {
func TestRouter_CustomClassifier_HighScore_SelectsPrimary(t *testing.T) {
r := newWithClassifier(
RouterConfig{
Tiers: []RoutingTier{
{Model: "light", Threshold: 0.0},
{Model: "heavy", Threshold: 0.5},
},
},
RouterConfig{Tiers: []RoutingTier{{Model: "light", Threshold: 0.0}, {Model: "heavy", Threshold: 0.5}}},
&fixedScoreClassifier{score: 0.8},
)
_, usedLight, _ := r.SelectModel("anything", nil, "heavy")
@ -461,12 +380,7 @@ func TestRouter_CustomClassifier_HighScore_SelectsPrimary(t *testing.T) {
func TestRouter_CustomClassifier_ExactThreshold_SelectsPrimary(t *testing.T) {
// score == threshold → primary (uses >= comparison)
r := newWithClassifier(
RouterConfig{
Tiers: []RoutingTier{
{Model: "light", Threshold: 0.0},
{Model: "heavy", Threshold: 0.5},
},
},
RouterConfig{Tiers: []RoutingTier{{Model: "light", Threshold: 0.0}, {Model: "heavy", Threshold: 0.5}}},
&fixedScoreClassifier{score: 0.5},
)
_, usedLight, _ := r.SelectModel("anything", nil, "heavy")
@ -477,12 +391,7 @@ func TestRouter_CustomClassifier_ExactThreshold_SelectsPrimary(t *testing.T) {
func TestRouter_SelectModel_ReturnsScore(t *testing.T) {
r := newWithClassifier(
RouterConfig{
Tiers: []RoutingTier{
{Model: "light", Threshold: 0.0},
{Model: "heavy", Threshold: 0.5},
},
},
RouterConfig{Tiers: []RoutingTier{{Model: "light", Threshold: 0.0}, {Model: "heavy", Threshold: 0.5}}},
&fixedScoreClassifier{score: 0.42},
)
_, _, score := r.SelectModel("anything", nil, "heavy")

View file

@ -69,8 +69,7 @@ func (t *UpdateSkillTool) Execute(ctx context.Context, args map[string]any) *Too
// Prepare the content to append
timestamp := time.Now().Format("2006-01-02 15:04:05")
contentToAppend := fmt.Sprintf(
"\n\n## Learned Skill: %s\n\n**Analysis**: %s\n\n**Skills Improved**: %s\n\n%s\n",
contentToAppend := fmt.Sprintf("\n\n## Learned Skill: %s\n\n**Analysis**: %s\n\n**Skills Improved**: %s\n\n%s\n",
timestamp,
analysis,
skillsToImprove,
@ -93,19 +92,11 @@ func (t *UpdateSkillTool) Execute(ctx context.Context, args map[string]any) *Too
return ErrorResult(fmt.Sprintf("failed to append to SKILL.md: %v", err))
}
output := fmt.Sprintf(
"Successfully learned and updated SKILL.md.\n\nAnalysis: %s\nSkills Improved: %s\n",
analysis,
skillsToImprove,
)
output := fmt.Sprintf("Successfully learned and updated SKILL.md.\n\nAnalysis: %s\nSkills Improved: %s\n", analysis, skillsToImprove)
// The response is passed back to the LLM.
// We also populate the ForUser field to notify the user.
res := SilentResult(output)
res.ForUser = fmt.Sprintf(
"I have analyzed our conversation and improved my skills.\n\n**My Analysis**:\n%s\n\n**Skills I've Improved/Added**:\n%s\n\nI have saved these learnings to `SKILL.md`.",
analysis,
skillsToImprove,
)
res.ForUser = fmt.Sprintf("I have analyzed our conversation and improved my skills.\n\n**My Analysis**:\n%s\n\n**Skills I've Improved/Added**:\n%s\n\nI have saved these learnings to `SKILL.md`.", analysis, skillsToImprove)
return res
}

View file

@ -195,11 +195,7 @@ func (h *Handler) handleUpdateModel(w http.ResponseWriter, r *http.Request) {
}
if idx < 0 || idx >= len(cfg.ModelList) {
http.Error(
w,
fmt.Sprintf("Index %d out of range (0-%d)", idx, len(cfg.ModelList)-1),
http.StatusNotFound,
)
http.Error(w, fmt.Sprintf("Index %d out of range (0-%d)", idx, len(cfg.ModelList)-1), http.StatusNotFound)
return
}
@ -252,11 +248,7 @@ func (h *Handler) handleDeleteModel(w http.ResponseWriter, r *http.Request) {
}
if idx < 0 || idx >= len(cfg.ModelList) {
http.Error(
w,
fmt.Sprintf("Index %d out of range (0-%d)", idx, len(cfg.ModelList)-1),
http.StatusNotFound,
)
http.Error(w, fmt.Sprintf("Index %d out of range (0-%d)", idx, len(cfg.ModelList)-1), http.StatusNotFound)
return
}
@ -319,19 +311,11 @@ func (h *Handler) handleSetDefaultModel(w http.ResponseWriter, r *http.Request)
}
}
if !found {
http.Error(
w,
fmt.Sprintf("Model %q not found in model_list", req.ModelName),
http.StatusNotFound,
)
http.Error(w, fmt.Sprintf("Model %q not found in model_list", req.ModelName), http.StatusNotFound)
return
}
if isVirtual {
http.Error(
w,
fmt.Sprintf("Cannot set virtual model %q as default", req.ModelName),
http.StatusBadRequest,
)
http.Error(w, fmt.Sprintf("Cannot set virtual model %q as default", req.ModelName), http.StatusBadRequest)
return
}