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feat: add code formatting guide and improve code readability across multiple files

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This commit is contained in:
Administrator 2026-03-24 12:08:20 +08:00
parent 375e64bba5
commit aca03f5df7
3 changed files with 154 additions and 52 deletions
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2
pkg/tools/subagent.go
View file

@ -50,6 +50,8 @@ const (
// modelTagDescriptions provides LLM-readable explanations of each known tag,
// injected at runtime into the tool description to guide model selection.
//
//nolint:unused // Reserved for future use in dynamic tool descriptions
var modelTagDescriptions = map[string]string{
ModelTagVision: "can analyze images and screenshots (multimodal input)",
ModelTagImageGen: "can generate images from text descriptions (e.g. DALL-E, Stable Diffusion)",

162
pkg/tools/team.go
View file

@ -203,7 +203,9 @@ func (t *TeamTool) maybeRunAutoReviewer(
cnf, err := t.cfg.GetModelConfig(reviewerConfig.Model)
if err == nil {
provider, model, err := providers.CreateProviderFromConfig(cnf)
var provider providers.LLMProvider
var model string
provider, model, err = providers.CreateProviderFromConfig(cnf)
if err == nil {
reviewerConfig.Model = model
@ -216,9 +218,13 @@ func (t *TeamTool) maybeRunAutoReviewer(
providerName = reviewerConfig.Provider.GetDefaultModel()
}
logger.InfoCF("team", fmt.Sprintf("reviewer use provider: [%s] and model: [%s]", providerName, reviewerConfig.Model), map[string]any{
logger.InfoCF(
"team",
fmt.Sprintf("reviewer use provider: [%s] and model: [%s]", providerName, reviewerConfig.Model),
map[string]any{
"model": teamConfig.ReviewerModel,
})
},
)
loopContent, _, err := t.spawnWorker(ctx, reviewerConfig, reviewerMessages, nil)
if err != nil {
@ -253,7 +259,8 @@ func (t *TeamTool) Execute(ctx context.Context, args map[string]any) *ToolResult
}
} else {
// Default allowed strategies if not configured
if strategy == "sequential" || strategy == "parallel" || strategy == "dag" || strategy == "evaluator_optimizer" {
if strategy == "sequential" || strategy == "parallel" || strategy == "dag" ||
strategy == "evaluator_optimizer" {
validStrategy = true
}
}
@ -269,7 +276,13 @@ func (t *TeamTool) Execute(ctx context.Context, args map[string]any) *ToolResult
// 2. Validate Max Members
if teamConfig.MaxMembers > 0 && len(membersRaw) > teamConfig.MaxMembers {
return ErrorResult(fmt.Sprintf("Team exceeds maximum allowed members (%d). You requested %d members.", teamConfig.MaxMembers, len(membersRaw)))
return ErrorResult(
fmt.Sprintf(
"Team exceeds maximum allowed members (%d). You requested %d members.",
teamConfig.MaxMembers,
len(membersRaw),
),
)
}
maxTokensFloat, ok := args["max_team_tokens"].(float64)
@ -286,7 +299,7 @@ func (t *TeamTool) Execute(ctx context.Context, args map[string]any) *ToolResult
// LLM requested more than config allows: clamp to the hard ceiling.
// effectiveMaxTokens already holds the correct ceiling, no change needed.
} else if effectiveMaxTokens == 0 || requestedTokens < effectiveMaxTokens {
// LLM asked for less, or there is no hard limit: honour the requested budget.
// LLM asked for less, or there is no hard limit: honor the requested budget.
effectiveMaxTokens = requestedTokens
}
}
@ -421,7 +434,12 @@ func upgradeRegistryForConcurrency(original *ToolRegistry) *ToolRegistry {
// spawnWorker executes a single team member's turn, routing through SubTurnSpawner when available.
// Returns (content, messages, error). The messages slice is non-nil only for stateful workers
// (evaluator_optimizer) and can be passed as InitialMessages for the next iteration.
func (t *TeamTool) spawnWorker(ctx context.Context, cfg ToolLoopConfig, messages []providers.Message, budget *atomic.Int64) (string, []providers.Message, error) {
func (t *TeamTool) spawnWorker(
ctx context.Context,
cfg ToolLoopConfig,
messages []providers.Message,
budget *atomic.Int64,
) (string, []providers.Message, error) {
if t.spawner == nil {
// Fallback: direct RunToolLoop (no turnState integration)
res, err := RunToolLoop(ctx, cfg, messages, t.originChannel, t.originChatID)
@ -475,7 +493,11 @@ func (t *TeamTool) spawnWorker(ctx context.Context, cfg ToolLoopConfig, messages
// spawnWorkerEmptyTools is like spawnWorker but forces an empty tool registry on the sub-turn.
// Used for the evaluator in evaluator_optimizer to prevent side effects.
func (t *TeamTool) spawnWorkerEmptyTools(ctx context.Context, cfg ToolLoopConfig, messages []providers.Message) (string, error) {
func (t *TeamTool) spawnWorkerEmptyTools(
ctx context.Context,
cfg ToolLoopConfig,
messages []providers.Message,
) (string, error) {
if t.spawner == nil {
// Fallback: direct RunToolLoop with empty registry
emptyConfig := cfg
@ -532,15 +554,21 @@ func getLLMOptionsFromConfig(cfg ToolLoopConfig) (int, float64) {
return maxTokens, temperature
}
// potentially overriding the model based on the member's definition.
func (t *TeamTool) buildWorkerConfig(baseConfig ToolLoopConfig, registry *ToolRegistry, m TeamMember) (ToolLoopConfig, error) {
func (t *TeamTool) buildWorkerConfig(
baseConfig ToolLoopConfig,
registry *ToolRegistry,
m TeamMember,
) (ToolLoopConfig, error) {
cfg := baseConfig
cfg.Tools = registry
// Heterogeneous Agents: Override model if this team member requested a specific one
if m.Model != "" {
if !t.manager.IsModelAllowed(m.Model) {
return cfg, fmt.Errorf("requested model '%s' is not in the allowed fallback candidates list for this agent workspace", m.Model)
return cfg, fmt.Errorf(
"requested model '%s' is not in the allowed fallback candidates list for this agent workspace",
m.Model,
)
}
// Resolve model name from model_list if it's an alias
//resolvedModel := m.Model
@ -554,13 +582,11 @@ func (t *TeamTool) buildWorkerConfig(baseConfig ToolLoopConfig, registry *ToolRe
//}
cnf, err := t.cfg.GetModelConfig(m.Model)
if err != nil {
return cfg, err
}
provider, model, err := providers.CreateProviderFromConfig(cnf)
if err != nil {
return ToolLoopConfig{}, err
}
@ -574,15 +600,24 @@ func (t *TeamTool) buildWorkerConfig(baseConfig ToolLoopConfig, registry *ToolRe
providerName = cfg.Provider.GetDefaultModel()
}
logger.InfoCF("team", fmt.Sprintf("[%s] use provider: [%s] and model: [%s]", m.Role, providerName, cfg.Model), map[string]any{
logger.InfoCF(
"team",
fmt.Sprintf("[%s] use provider: [%s] and model: [%s]", m.Role, providerName, cfg.Model),
map[string]any{
"member_index": m.ID,
"model": m.Model,
})
},
)
return cfg, nil
}
func (t *TeamTool) executeSequential(ctx context.Context, baseConfig ToolLoopConfig, members []TeamMember, contextLimit int) *ToolResult {
func (t *TeamTool) executeSequential(
ctx context.Context,
baseConfig ToolLoopConfig,
members []TeamMember,
contextLimit int,
) *ToolResult {
var finalOutput strings.Builder
finalOutput.WriteString("Team Execution Summary (Sequential):\n\n")
@ -592,7 +627,11 @@ func (t *TeamTool) executeSequential(ctx context.Context, baseConfig ToolLoopCon
// If there is a previous result, we append it to the task so the new agent sees it.
actualTask := m.Task
if i > 0 && previousResult != "" {
actualTask = fmt.Sprintf("%s\n\n--- Context from previous phase ---\n%s", m.Task, truncateContextN(previousResult, contextLimit))
actualTask = fmt.Sprintf(
"%s\n\n--- Context from previous phase ---\n%s",
m.Task,
truncateContextN(previousResult, contextLimit),
)
}
messages := []providers.Message{
@ -616,7 +655,9 @@ func (t *TeamTool) executeSequential(ctx context.Context, baseConfig ToolLoopCon
previousResult = content
finalOutput.WriteString(fmt.Sprintf("### Phase %d completed by Role: [%s]\n%s\n\n", i+1, m.Role, previousResult))
finalOutput.WriteString(
fmt.Sprintf("### Phase %d completed by Role: [%s]\n%s\n\n", i+1, m.Role, previousResult),
)
}
return &ToolResult{
@ -658,7 +699,6 @@ func (t *TeamTool) executeParallel(ctx context.Context, baseConfig ToolLoopConfi
}
content, _, err := t.spawnWorker(ctx, workerConfig, messages, baseConfig.RemainingTokenBudget)
if err != nil {
resultsChan <- workResult{index: index, role: member.Role, err: err}
return
@ -709,18 +749,32 @@ func (t *TeamTool) executeParallel(ctx context.Context, baseConfig ToolLoopConfi
fullOutput := successOutput.String()
if failureCount > 0 {
fullOutput += "---\n## ⚠️ Partial Failures\n\n" + failureOutput.String() +
fmt.Sprintf("\n%d/%d workers succeeded. %d worker(s) failed. The successful results above may still be usable.",
successCount, len(members), failureCount)
fmt.Sprintf(
"\n%d/%d workers succeeded. %d worker(s) failed. The successful results above may still be usable.",
successCount,
len(members),
failureCount,
)
}
return &ToolResult{
ForLLM: fullOutput,
ForUser: fmt.Sprintf("⚠️ Parallel execution: %d/%d workers succeeded. %d failed.", successCount, len(members), failureCount),
ForUser: fmt.Sprintf(
"⚠️ Parallel execution: %d/%d workers succeeded. %d failed.",
successCount,
len(members),
failureCount,
),
IsError: failureCount == len(members),
}
}
func (t *TeamTool) executeEvaluatorOptimizer(ctx context.Context, baseConfig ToolLoopConfig, members []TeamMember, contextLimit int) *ToolResult {
func (t *TeamTool) executeEvaluatorOptimizer(
ctx context.Context,
baseConfig ToolLoopConfig,
members []TeamMember,
contextLimit int,
) *ToolResult {
if len(members) != 2 {
return ErrorResult("The evaluator_optimizer strategy requires exactly two members: [0] Worker, [1] Evaluator.")
}
@ -768,7 +822,12 @@ func (t *TeamTool) executeEvaluatorOptimizer(ctx context.Context, baseConfig Too
logger.InfoCF("team", fmt.Sprintf("Evaluator-Optimizer attempt %d/%d", attempt, maxLoops), map[string]any{})
// 2. Trigger Worker (resumes from its exact previous state!)
workerContent, workerMsgs, err := t.spawnWorker(ctx, workerConfig, workerMessages, baseConfig.RemainingTokenBudget)
workerContent, workerMsgs, err := t.spawnWorker(
ctx,
workerConfig,
workerMessages,
baseConfig.RemainingTokenBudget,
)
if err != nil {
errStr := fmt.Sprintf("Worker failed on attempt %d: %v", attempt, err)
finalOutput.WriteString(errStr + "\n")
@ -785,7 +844,11 @@ func (t *TeamTool) executeEvaluatorOptimizer(ctx context.Context, baseConfig Too
// 3. Trigger Evaluator (Ephemeral, stateless evaluation)
// The evaluator only needs to reason about text — give it no tools to avoid
// unnecessary tool calls, wasted tokens, and potential side effects.
evalContext := fmt.Sprintf("%s\n\n--- Worker's Output to Evaluate ---\n%s\n\nIf the output is completely correct and fulfills the task, you MUST reply starting with strictly '[PASS]'. Otherwise, explain the issues in detail.", evaluator.Task, truncateContextN(workerContent, contextLimit))
evalContext := fmt.Sprintf(
"%s\n\n--- Worker's Output to Evaluate ---\n%s\n\nIf the output is completely correct and fulfills the task, you MUST reply starting with strictly '[PASS]'. Otherwise, explain the issues in detail.",
evaluator.Task,
truncateContextN(workerContent, contextLimit),
)
evalMessages := []providers.Message{
{Role: "system", Content: evaluator.Role},
@ -807,15 +870,27 @@ func (t *TeamTool) executeEvaluatorOptimizer(ctx context.Context, baseConfig Too
logger.InfoCF("team", "Evaluator-Optimizer passed", map[string]any{"attempt": attempt})
return &ToolResult{
ForLLM: finalOutput.String(),
ForUser: fmt.Sprintf("✅ Evaluator-Optimizer passed on attempt %d/%d (worker: %s).", attempt, maxLoops, worker.Role),
ForUser: fmt.Sprintf(
"✅ Evaluator-Optimizer passed on attempt %d/%d (worker: %s).",
attempt,
maxLoops,
worker.Role,
),
}
}
logger.InfoCF("team", "Evaluator-Optimizer did not pass, retrying", map[string]any{"attempt": attempt, "max_loops": maxLoops})
logger.InfoCF(
"team",
"Evaluator-Optimizer did not pass, retrying",
map[string]any{"attempt": attempt, "max_loops": maxLoops},
)
// 5. If not passed, and not the last attempt, inject feedback into Worker's stateful memory
if attempt < maxLoops {
injection := fmt.Sprintf("The evaluator rejected your previous attempt. Please fix the issues based on this feedback:\n\n%s", evalContent)
injection := fmt.Sprintf(
"The evaluator rejected your previous attempt. Please fix the issues based on this feedback:\n\n%s",
evalContent,
)
workerMessages = append(workerMessages, providers.Message{
Role: "user",
Content: injection,
@ -831,7 +906,13 @@ func (t *TeamTool) executeEvaluatorOptimizer(ctx context.Context, baseConfig Too
}
}
func (t *TeamTool) executeDAG(ctx context.Context, cancel context.CancelFunc, baseConfig ToolLoopConfig, members []TeamMember, contextLimit int) *ToolResult {
func (t *TeamTool) executeDAG(
ctx context.Context,
cancel context.CancelFunc,
baseConfig ToolLoopConfig,
members []TeamMember,
contextLimit int,
) *ToolResult {
logger.InfoCF("team", "DAG execution starting", map[string]any{"member_count": len(members)})
// 1. Build and VALIDATE dependency graph
memberMap := make(map[string]TeamMember)
@ -849,7 +930,9 @@ func (t *TeamTool) executeDAG(ctx context.Context, cancel context.CancelFunc, ba
for _, m := range members {
for _, dep := range m.DependsOn {
if _, exists := memberMap[dep]; !exists {
return ErrorResult(fmt.Sprintf("DAG Validation Error: Member [%s] depends on undefined member [%s]", m.ID, dep))
return ErrorResult(
fmt.Sprintf("DAG Validation Error: Member [%s] depends on undefined member [%s]", m.ID, dep),
)
}
graph[dep] = append(graph[dep], m.ID)
inDegree[m.ID]++
@ -881,7 +964,9 @@ func (t *TeamTool) executeDAG(ctx context.Context, cancel context.CancelFunc, ba
}
if processedCount != len(members) {
return ErrorResult("DAG Validation Error: Circular dependency (cycle) detected in the team layout. Please fix your 'depends_on' definitions.")
return ErrorResult(
"DAG Validation Error: Circular dependency (cycle) detected in the team layout. Please fix your 'depends_on' definitions.",
)
}
// 2. Channels for coordination
@ -919,7 +1004,7 @@ func (t *TeamTool) executeDAG(ctx context.Context, cancel context.CancelFunc, ba
for completedNodes < nodesToProcess {
select {
case <-ctx.Done():
return ErrorResult("DAG execution timed out or cancelled")
return ErrorResult("DAG execution timed out or canceled")
case memberID := <-readyChan:
wg.Add(1)
@ -939,7 +1024,11 @@ func (t *TeamTool) executeDAG(ctx context.Context, cancel context.CancelFunc, ba
contextMu.Unlock()
if depsContext != "" {
actualTask = fmt.Sprintf("%s\n\n--- Context from dependencies ---\n%s", m.Task, truncateContextN(depsContext, contextLimit))
actualTask = fmt.Sprintf(
"%s\n\n--- Context from dependencies ---\n%s",
m.Task,
truncateContextN(depsContext, contextLimit),
)
}
messages := []providers.Message{
@ -959,7 +1048,6 @@ func (t *TeamTool) executeDAG(ctx context.Context, cancel context.CancelFunc, ba
}
content, _, err := t.spawnWorker(ctx, workerConfig, messages, baseConfig.RemainingTokenBudget)
if err != nil {
masterErrMu.Lock()
if masterErr == nil {
@ -1046,12 +1134,6 @@ func truncateContextN(ctx string, maxRunes int) string {
return ctx
}
// truncateContext is the default wrapper using 8000 runes (≈6000 words).
// Call truncateContextN directly when a configurable limit is needed.
func truncateContext(ctx string) string {
return truncateContextN(ctx, 8000)
}
// buildUserSummary produces a concise human-readable summary for the ForUser field,
// listing each member's role. errors (if any) are appended as a separate section.
func buildUserSummary(strategy string, members []TeamMember, errors []string) string {

26
pkg/tools/team_test.go
View file

@ -5,9 +5,10 @@ import (
"sync"
"testing"
"github.com/stretchr/testify/assert"
"github.com/sipeed/picoclaw/pkg/config"
"github.com/sipeed/picoclaw/pkg/providers"
"github.com/stretchr/testify/assert"
)
func TestUpgradeRegistryForConcurrency(t *testing.T) {
@ -27,7 +28,12 @@ func TestUpgradeRegistryForConcurrency(t *testing.T) {
upgraded := upgradeRegistryForConcurrency(original)
// Verify count matches
assert.Equal(t, len(original.ListTools()), len(upgraded.ListTools()), "Upgraded registry should have same number of tools")
assert.Equal(
t,
len(original.ListTools()),
len(upgraded.ListTools()),
"Upgraded registry should have same number of tools",
)
// Verify ReadFileTool got upgraded
actualReadTool, ok := upgraded.Get("read_file")
@ -180,7 +186,13 @@ type mockProvider struct {
callCount int
}
func (m *mockProvider) Chat(ctx context.Context, messages []providers.Message, tools []providers.ToolDefinition, model string, options map[string]any) (*providers.LLMResponse, error) {
func (m *mockProvider) Chat(
ctx context.Context,
messages []providers.Message,
tools []providers.ToolDefinition,
model string,
options map[string]any,
) (*providers.LLMResponse, error) {
if m.callCount >= len(m.responses) {
return &providers.LLMResponse{Content: "Default response"}, nil
}
@ -201,7 +213,13 @@ type mockProviderWithID struct {
callCount int
}
func (m *mockProviderWithID) Chat(ctx context.Context, messages []providers.Message, tools []providers.ToolDefinition, model string, options map[string]any) (*providers.LLMResponse, error) {
func (m *mockProviderWithID) Chat(
ctx context.Context,
messages []providers.Message,
tools []providers.ToolDefinition,
model string,
options map[string]any,
) (*providers.LLMResponse, error) {
m.mu.Lock()
defer m.mu.Unlock()
m.callCount++