support explicit [keys: ...] resource hints for parallel autonomy conflict control

README.md

@@ -35,6 +35,14 @@
 
 这些优化提升了高并发场景下的稳定性、可观测性与可维护性。
 
+### 并行任务冲突控制（Autonomy）
+
+支持基于 `resource_keys` 的锁调度。任务可在内容中显式声明资源键，提升并行判冲突精度：
+
+- 示例：`[keys: repo:clawgo, file:pkg/agent/loop.go, branch:main] 修复对话流程`
+- 未显式声明时，系统会从任务文本自动推断资源键。
+- 冲突任务进入 `resource_lock` 等待，默认 30 秒后重试抢锁，并带公平加权（等待越久优先级越高）。
+
 ## 🏁 快速开始
 
 1. 初始化配置与工作区

README_EN.md

@@ -35,6 +35,14 @@ A recent architecture pass leveraged core Go strengths:
 
 These changes improve stability, observability, and maintainability under concurrency.
 
+### Parallel task conflict control (Autonomy)
+
+Autonomy now supports lock scheduling via `resource_keys`. You can explicitly declare keys in task text for precise conflict detection:
+
+- Example: `[keys: repo:clawgo, file:pkg/agent/loop.go, branch:main] fix dialog flow`
+- Without explicit keys, the engine derives keys from task text heuristically.
+- Conflicting tasks enter `resource_lock` waiting, retry lock acquisition after 30s, and use fairness weighting (longer wait => higher scheduling priority).
+
 ## 🏁 Quick Start
 
 1. Initialize config and workspace

pkg/autonomy/engine.go

@@ -353,10 +353,14 @@ func schedulingScore(st *taskState, now time.Time) int {
 }
 
 func deriveResourceKeys(content string) []string {
-	content = strings.TrimSpace(strings.ToLower(content))
-	if content == "" {
+	raw := strings.TrimSpace(content)
+	if raw == "" {
 		return nil
 	}
+	if explicit := parseExplicitResourceKeys(raw); len(explicit) > 0 {
+		return explicit
+	}
+	content = strings.ToLower(raw)
 	keys := make([]string, 0, 8)
 	hasRepo := false
 	for _, token := range strings.Fields(content) {
@@ -380,10 +384,51 @@ func deriveResourceKeys(content string) []string {
 	if len(keys) == 0 {
 		keys = append(keys, "scope:general")
 	}
+	return normalizeResourceKeys(keys)
+}
+
+func parseExplicitResourceKeys(content string) []string {
+	lower := strings.ToLower(content)
+	start := strings.Index(lower, "[keys:")
+	if start < 0 {
+		return nil
+	}
+	rest := content[start+6:]
+	end := strings.Index(rest, "]")
+	if end < 0 {
+		return nil
+	}
+	body := strings.TrimSpace(rest[:end])
+	if body == "" {
+		return nil
+	}
+	parts := strings.Split(body, ",")
+	keys := make([]string, 0, len(parts))
+	for _, p := range parts {
+		k := strings.ToLower(strings.TrimSpace(p))
+		if k == "" {
+			continue
+		}
+		if !strings.Contains(k, ":") {
+			k = "file:" + k
+		}
+		keys = append(keys, k)
+	}
+	return normalizeResourceKeys(keys)
+}
+
+func normalizeResourceKeys(keys []string) []string {
+	if len(keys) == 0 {
+		return nil
+	}
 	sort.Strings(keys)
 	uniq := keys[:0]
-	for i, k := range keys {
-		if i == 0 || k != keys[i-1] {
+	for _, k := range keys {
+		k = strings.TrimSpace(strings.ToLower(k))
+		if k == "" {
+			continue
+		}
+		if len(uniq) == 0 || k != uniq[len(uniq)-1] {
 			uniq = append(uniq, k)
 		}
 	}