improve autonomy user-priority detection and add waiting/retry/priority telemetry

cmd/clawgo/cmd_status.go

@@ -129,8 +129,9 @@ func statusCmd() {
 				fmt.Printf("  - %s\n", key)
 			}
 		}
-		if summary, nextRetry, dedupeHits, err := collectAutonomyTaskSummary(filepath.Join(workspace, "memory", "tasks.json")); err == nil {
+		if summary, prio, nextRetry, dedupeHits, err := collectAutonomyTaskSummary(filepath.Join(workspace, "memory", "tasks.json")); err == nil {
 			fmt.Printf("Autonomy Tasks: todo=%d doing=%d waiting=%d blocked=%d done=%d dedupe_hits=%d\n", summary["todo"], summary["doing"], summary["waiting"], summary["blocked"], summary["done"], dedupeHits)
+			fmt.Printf("Autonomy Priority: high=%d normal=%d low=%d\n", prio["high"], prio["normal"], prio["low"])
 			if nextRetry != "" {
 				fmt.Printf("Autonomy Next Retry: %s\n", nextRetry)
 			}
@@ -248,23 +249,25 @@ func collectTriggerErrorCounts(path string) (map[string]int, error) {
 	return counts, nil
 }
 
-func collectAutonomyTaskSummary(path string) (map[string]int, string, int, error) {
+func collectAutonomyTaskSummary(path string) (map[string]int, map[string]int, string, int, error) {
 	data, err := os.ReadFile(path)
 	if err != nil {
 		if os.IsNotExist(err) {
-			return map[string]int{"todo": 0, "doing": 0, "waiting": 0, "blocked": 0, "done": 0}, "", 0, nil
+			return map[string]int{"todo": 0, "doing": 0, "waiting": 0, "blocked": 0, "done": 0}, map[string]int{"high": 0, "normal": 0, "low": 0}, "", 0, nil
 		}
-		return nil, "", 0, err
+		return nil, nil, "", 0, err
 	}
 	var items []struct {
 		Status     string `json:"status"`
+		Priority   string `json:"priority"`
 		RetryAfter string `json:"retry_after"`
 		DedupeHits int    `json:"dedupe_hits"`
 	}
 	if err := json.Unmarshal(data, &items); err != nil {
-		return nil, "", 0, err
+		return nil, nil, "", 0, err
 	}
 	summary := map[string]int{"todo": 0, "doing": 0, "waiting": 0, "blocked": 0, "done": 0}
+	priorities := map[string]int{"high": 0, "normal": 0, "low": 0}
 	nextRetry := ""
 	nextRetryAt := time.Time{}
 	totalDedupe := 0
@@ -274,6 +277,12 @@ func collectAutonomyTaskSummary(path string) (map[string]int, string, int, error
 			summary[s]++
 		}
 		totalDedupe += it.DedupeHits
+		p := strings.ToLower(strings.TrimSpace(it.Priority))
+		if _, ok := priorities[p]; ok {
+			priorities[p]++
+		} else {
+			priorities["normal"]++
+		}
 		if strings.TrimSpace(it.RetryAfter) != "" {
 			if t, err := time.Parse(time.RFC3339, it.RetryAfter); err == nil {
 				if nextRetryAt.IsZero() || t.Before(nextRetryAt) {
@@ -283,7 +292,7 @@ func collectAutonomyTaskSummary(path string) (map[string]int, string, int, error
 			}
 		}
 	}
-	return summary, nextRetry, totalDedupe, nil
+	return summary, priorities, nextRetry, totalDedupe, nil
 }
 
 func collectRecentSubagentSessions(sessionsDir string, limit int) ([]string, error) {

pkg/autonomy/engine.go

@@ -1,6 +1,7 @@
 package autonomy
 
 import (
+	"bufio"
 	"context"
 	"crypto/sha1"
 	"encoding/hex"
@@ -529,15 +530,14 @@ func (e *Engine) hasRecentUserActivity(now time.Time) bool {
 	if e.opts.UserIdleResumeSec <= 0 || strings.TrimSpace(e.opts.Workspace) == "" {
 		return false
 	}
-	// sessions are stored next to workspace directory in clawgo runtime
 	sessionsPath := filepath.Join(filepath.Dir(e.opts.Workspace), "sessions", "sessions.json")
 	data, err := os.ReadFile(sessionsPath)
 	if err != nil {
 		return false
 	}
 	var index map[string]struct {
-		Kind      string `json:"kind"`
+		Kind        string `json:"kind"`
-		UpdatedAt int64  `json:"updatedAt"`
+		SessionFile string `json:"sessionFile"`
 	}
 	if err := json.Unmarshal(data, &index); err != nil {
 		return false
@@ -547,16 +547,60 @@ func (e *Engine) hasRecentUserActivity(now time.Time) bool {
 		if strings.ToLower(strings.TrimSpace(row.Kind)) != "main" {
 			continue
 		}
-		if row.UpdatedAt <= 0 {
+		if strings.TrimSpace(row.SessionFile) == "" {
 			continue
 		}
-		if time.UnixMilli(row.UpdatedAt).After(cutoff) {
+		if ts := latestUserMessageTime(row.SessionFile); !ts.IsZero() && ts.After(cutoff) {
 			return true
 		}
 	}
 	return false
 }
 
+func latestUserMessageTime(path string) time.Time {
+	f, err := os.Open(path)
+	if err != nil {
+		return time.Time{}
+	}
+	defer f.Close()
+
+	var latest time.Time
+	s := bufio.NewScanner(f)
+	for s.Scan() {
+		line := s.Bytes()
+
+		// OpenClaw-like event line
+		var ev struct {
+			Type      string `json:"type"`
+			Timestamp string `json:"timestamp"`
+			Message   *struct {
+				Role string `json:"role"`
+			} `json:"message"`
+		}
+		if err := json.Unmarshal(line, &ev); err == nil && ev.Message != nil {
+			if strings.ToLower(strings.TrimSpace(ev.Message.Role)) == "user" {
+				if t, err := time.Parse(time.RFC3339Nano, strings.TrimSpace(ev.Timestamp)); err == nil && t.After(latest) {
+					latest = t
+				} else if t, err := time.Parse(time.RFC3339, strings.TrimSpace(ev.Timestamp)); err == nil && t.After(latest) {
+					latest = t
+				}
+			}
+			continue
+		}
+
+		// Legacy line
+		var msg struct {
+			Role string `json:"role"`
+		}
+		if err := json.Unmarshal(line, &msg); err == nil {
+			if strings.ToLower(strings.TrimSpace(msg.Role)) == "user" {
+				latest = time.Now().UTC()
+			}
+		}
+	}
+	return latest
+}
+
 func blockedRetryBackoff(stalls int, minRunIntervalSec int) time.Duration {
 	if minRunIntervalSec <= 0 {
 		minRunIntervalSec = 20