1 files changed, 15 insertions, 4 deletions
diff --git a/internal/executor/executor.go b/internal/executor/executor.go
index c07171b..4501a3c 100644
--- a/internal/executor/executor.go
+++ b/internal/executor/executor.go
@@ -10,6 +10,8 @@ import (
 	"sync"
 	"time"
 
+	"github.com/thepeterstone/claudomator/internal/llm"
+	"github.com/thepeterstone/claudomator/internal/retry"
 	"github.com/thepeterstone/claudomator/internal/storage"
 	"github.com/thepeterstone/claudomator/internal/task"
 	"github.com/google/uuid"
@@ -69,6 +71,9 @@ type Pool struct {
 	doneCh         chan struct{}  // signals when a worker slot is freed
 	Questions      *QuestionRegistry
 	Classifier     *Classifier
+	// LLM, when non-nil, enables LLM-synthesized summaries for executions
+	// whose stdout did not include a "## Summary" heading.
+	LLM *llm.Client
 }
 
 // Result is emitted when a task execution completes.
@@ -268,9 +273,9 @@ func (p *Pool) executeResume(ctx context.Context, t *task.Task, exec *storage.Ex
 // resultCh. The caller must set exec.EndTime before calling.
 func (p *Pool) handleRunResult(ctx context.Context, t *task.Task, exec *storage.Execution, err error, agentType string) {
 	if err != nil {
-		if isRateLimitError(err) || isQuotaExhausted(err) {
+		if retry.IsRateLimitError(err) || isQuotaExhausted(err) {
 			p.mu.Lock()
-			retryAfter := parseRetryAfter(err.Error())
+			retryAfter := retry.ParseRetryAfter(err.Error())
 			if retryAfter == 0 {
 				if isQuotaExhausted(err) {
 					retryAfter = 5 * time.Hour
@@ -348,6 +353,9 @@ func (p *Pool) handleRunResult(ctx context.Context, t *task.Task, exec *storage.
 	if summary == "" && exec.StdoutPath != "" {
 		summary = extractSummary(exec.StdoutPath)
 	}
+	if summary == "" && p.LLM != nil && exec.StdoutPath != "" {
+		summary = synthesizeSummary(ctx, p.LLM, exec.StdoutPath)
+	}
 	if summary != "" {
 		if summaryErr := p.store.UpdateTaskSummary(t.ID, summary); summaryErr != nil {
 			p.logger.Error("failed to update task summary", "taskID", t.ID, "error", summaryErr)
@@ -424,8 +432,11 @@ func (p *Pool) execute(ctx context.Context, t *task.Task) {
 	}
 	p.mu.Unlock()
 
-	// If a specific agent is already requested, skip selection and classification.
-	skipClassification := t.Agent.Type == "claude" || t.Agent.Type == "gemini"
+	// If a specific agent is already requested AND we have a runner registered
+	// for it, skip selection and classification. Unknown/empty types fall
+	// through to the load balancer.
+	_, runnerKnown := p.runners[t.Agent.Type]
+	skipClassification := t.Agent.Type != "" && runnerKnown
 
 	if !skipClassification {
 		// Deterministically pick the agent with fewest active tasks.