refactor(agent): update agent_run and loop

pkg/agent/agent_run.go

@@ -196,11 +196,13 @@ func (al *AgentLoop) refreshContextBlocks(ctx context.Context, opts processOptio
 
 	_ = g.Wait()
 
-	al.ctxBlockCache.Store(opts.SessionKey, ctxBlockCacheEntry{
-		focusBlock: focusBlock,
-		knowledge:  kb,
-		cachedAt:   time.Now(),
-	})
+	if !useCached {
+		al.ctxBlockCache.Store(opts.SessionKey, ctxBlockCacheEntry{
+			focusBlock: focusBlock,
+			knowledge:  kb,
+			cachedAt:   time.Now(),
+		})
+	}
 
 	// Prune stale entries from other sessions to prevent unbounded growth.
 	al.ctxBlockCache.Range(func(key, value any) bool {
@@ -616,10 +618,63 @@ func (al *AgentLoop) runStreaming(ctx context.Context, opts processOptions, ac a
 // auditStep logs tool calls from a Fantasy step result to the audit log.
 func (al *AgentLoop) auditStep(_ context.Context, step fantasy.StepResult, sessionKey string) {
 	toolCalls := step.Content.ToolCalls()
-	if len(toolCalls) == 0 {
+	toolResults := step.Content.ToolResults()
+	if len(toolCalls) == 0 && len(toolResults) == 0 {
 		return
 	}
 
+	callByID := make(map[string]fantasy.ToolCallContent, len(toolCalls))
+	for _, tc := range toolCalls {
+		callByID[tc.ToolCallID] = tc
+	}
+
+	// Prefer result-based entries because they carry success/failure semantics.
+	if len(toolResults) > 0 {
+		for _, tr := range toolResults {
+			toolName := ""
+			toolInput := ""
+			if tc, ok := callByID[tr.ToolCallID]; ok {
+				toolName = tc.ToolName
+				toolInput = tc.Input
+			}
+			if toolName == "" {
+				toolName = "unknown_tool"
+			}
+
+			action := "tool_success"
+			output := ""
+			switch out := tr.Result.(type) {
+			case fantasy.ToolResultOutputContentText:
+				output = out.Text
+			case fantasy.ToolResultOutputContentMedia:
+				output = out.Text
+			case fantasy.ToolResultOutputContentError:
+				action = "tool_error"
+				if out.Error != nil {
+					output = out.Error.Error()
+				} else {
+					output = "tool returned error output"
+				}
+			}
+
+			entry := &memory.AuditEntry{
+				ID:         ids.New(),
+				AgentID:    pkg.NAME,
+				SessionKey: sessionKey,
+				Action:     action,
+				Target:     toolName,
+				Input:      toolInput,
+				Output:     output,
+			}
+			if !al.enqueueAuditEntry(entry) {
+				logger.WarnCF("agent", "Audit channel unavailable, dropping tool result entry",
+					map[string]interface{}{"tool": toolName, "action": action})
+			}
+		}
+		return
+	}
+
+	// Legacy fallback: if no tool results were emitted, record tool calls.
 	for _, tc := range toolCalls {
 		entry := &memory.AuditEntry{
 			ID:         ids.New(),
@@ -629,15 +684,31 @@ func (al *AgentLoop) auditStep(_ context.Context, step fantasy.StepResult, sessi
 			Target:     tc.ToolName,
 			Input:      tc.Input,
 		}
-		select {
-		case al.auditChan <- entry:
-		default:
-			logger.WarnCF("agent", "Audit channel full, dropping entry",
+		if !al.enqueueAuditEntry(entry) {
+			logger.WarnCF("agent", "Audit channel unavailable, dropping tool call entry",
 				map[string]interface{}{"tool": tc.ToolName})
 		}
 	}
 }
 
+func (al *AgentLoop) enqueueAuditEntry(entry *memory.AuditEntry) (ok bool) {
+	if al.auditChan == nil || entry == nil {
+		return false
+	}
+	defer func() {
+		if recover() != nil {
+			ok = false
+		}
+	}()
+
+	select {
+	case al.auditChan <- entry:
+		return true
+	default:
+		return false
+	}
+}
+
 // updateToolContexts updates the context for tools that need channel/chatID info.
 func (al *AgentLoop) updateToolContexts(channel, chatID string) {
 	// Use ContextualTool interface instead of type assertions

pkg/agent/loop.go

@@ -75,6 +75,7 @@ type AgentLoop struct {
 	outputOverride        atomic.Value // Owner: command_handler.go — CLI output redirection target for internal messages
 	toolResultSearch      fantasy.AgentTool
 	cortex                *cortex.Cortex
+	inflight              sync.WaitGroup
 }
 
 type outputTarget struct {
@@ -413,6 +414,11 @@ func NewAgentLoop(ctx context.Context, cfg *config.Config, msgBus *bus.MessageBu
 	if aus, ok := al.memDelegate.(cortex.AuditAnalysisStore); ok {
 		auditStore = aus
 	}
+	// DriftStore for domain health monitoring and trend tracking
+	var driftStore cortex.DriftStore
+	if ds, ok := al.memDelegate.(cortex.DriftMemorySource); ok {
+		driftStore = cortex.NewMemoryDriftAdapter(ds)
+	}
 	cortexTasks := []cortex.Task{
 		cortex.NewDecayTask(cortex.DefaultDecayConfig(), decayStore),
 		cortex.NewBackfillTask(cortex.DefaultBackfillConfig(), backfillStore, embedFn),
@@ -420,6 +426,7 @@ func NewAgentLoop(ctx context.Context, cfg *config.Config, msgBus *bus.MessageBu
 		cortex.NewPruneTask(cortex.DefaultPruneConfig(), pruneStore),
 		cortex.NewRLTask(rlStore, pkg.NAME),
 		cortex.NewAuditAnalysisTask(auditStore),
+		cortex.NewDriftTask(cortex.DefaultDriftConfig(), driftStore),
 	}
 	al.cortex = cortex.New(cortexTasks, 60*time.Second)
 
@@ -440,7 +447,11 @@ func (al *AgentLoop) Run(ctx context.Context) error {
 				continue
 			}
 
-			response, err := al.processMessage(ctx, msg)
+			al.inflight.Add(1)
+			response, err := func() (string, error) {
+				defer al.inflight.Done()
+				return al.processMessage(ctx, msg)
+			}()
 			if err != nil {
 				response = fmt.Sprintf("Error processing message: %v", err)
 			}
@@ -480,9 +491,15 @@ func (al *AgentLoop) Run(ctx context.Context) error {
 
 func (al *AgentLoop) Stop() {
 	al.running.Store(false)
-	close(al.auditChan)
-	<-al.auditDone // wait for audit worker to drain
-	al.sessions.Close()
+	al.inflight.Wait()
+
+	if al.auditChan != nil {
+		close(al.auditChan)
+		<-al.auditDone // wait for audit worker to drain
+	}
+	if al.sessions != nil {
+		al.sessions.Close()
+	}
 	if al.identitySync != nil {
 		al.identitySync.Close()
 	}