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fix auto

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This commit is contained in:
lpf
2026-02-16 20:57:00 +08:00
parent 29c3454802
commit 8fe823f030
2 changed files with 93 additions and 14 deletions
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95
pkg/agent/loop.go
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@@ -59,6 +59,7 @@ type autonomySession struct {
lastUserAt time.Time
lastNudgeAt time.Time
pending bool
focus string
}
type AgentLoop struct {
@@ -96,6 +97,7 @@ type autoLearnIntent struct {
type autonomyIntent struct {
action string
idleInterval *time.Duration
focus string
}
type stageReporter struct {
@@ -412,7 +414,7 @@ func (al *AgentLoop) stopAllAutonomySessions() {
}
}
func (al *AgentLoop) startAutonomy(msg bus.InboundMessage, idleInterval time.Duration) string {
func (al *AgentLoop) startAutonomy(msg bus.InboundMessage, idleInterval time.Duration, focus string) string {
if msg.Channel == "cli" {
return "自主模式需要在 gateway 运行模式下使用（持续消息循环）。"
}
@@ -438,12 +440,30 @@ func (al *AgentLoop) startAutonomy(msg bus.InboundMessage, idleInterval time.Dur
started: time.Now(),
idleInterval: idleInterval,
lastUserAt: time.Now(),
focus: strings.TrimSpace(focus),
}
al.autonomyBySess[msg.SessionKey] = s
al.autonomyMu.Unlock()
go al.runAutonomyLoop(sessionCtx, msg)
return fmt.Sprintf("自主模式已开启：自动拆解执行 + 阶段汇报；空闲超过 %s 会主动推进并汇报。", idleInterval.Truncate(time.Second))
if s.focus != "" {
al.bus.PublishInbound(bus.InboundMessage{
Channel: msg.Channel,
SenderID: "autonomy",
ChatID: msg.ChatID,
SessionKey: msg.SessionKey,
Content: buildAutonomyFocusPrompt(s.focus),
Metadata: map[string]string{
"source": "autonomy",
"round": "0",
"mode": "focus_bootstrap",
},
})
}
if s.focus != "" {
return fmt.Sprintf("自主模式已开启，当前研究方向：%s。空闲超过 %s 会继续按该方向主动推进并汇报。", s.focus, idleInterval.Truncate(time.Second))
}
return fmt.Sprintf("自主模式已开启：自动拆解执行 + 阶段回报；空闲超过 %s 会主动推进并汇报。", idleInterval.Truncate(time.Second))
}
func (al *AgentLoop) stopAutonomy(sessionKey string) bool {
@@ -493,12 +513,16 @@ func (al *AgentLoop) autonomyStatus(sessionKey string) string {
uptime := time.Since(s.started).Truncate(time.Second)
idle := time.Since(s.lastUserAt).Truncate(time.Second)
focus := strings.TrimSpace(s.focus)
if focus == "" {
focus = "未设置"
}
return fmt.Sprintf("自主模式运行中：空闲阈值 %s，已运行 %s，最近用户活跃距今 %s，自动推进 %d 轮。",
s.idleInterval.Truncate(time.Second),
uptime,
idle,
s.rounds,
)
) + fmt.Sprintf(" 当前研究方向：%s。", focus)
}
func (al *AgentLoop) runAutonomyLoop(ctx context.Context, msg bus.InboundMessage) {
@@ -535,6 +559,7 @@ func (al *AgentLoop) maybeRunAutonomyRound(msg bus.InboundMessage) bool {
round := s.rounds
s.lastNudgeAt = now
s.pending = true
focus := strings.TrimSpace(s.focus)
idleFor := now.Sub(s.lastUserAt).Truncate(time.Second)
al.autonomyMu.Unlock()
@@ -549,7 +574,7 @@ func (al *AgentLoop) maybeRunAutonomyRound(msg bus.InboundMessage) bool {
SenderID: "autonomy",
ChatID: msg.ChatID,
SessionKey: msg.SessionKey,
Content: buildAutonomyFollowUpPrompt(round),
Content: buildAutonomyFollowUpPrompt(round, focus),
Metadata: map[string]string{
"source": "autonomy",
"round": strconv.Itoa(round),
@@ -567,8 +592,17 @@ func (al *AgentLoop) finishAutonomyRound(sessionKey string) {
}
}
func buildAutonomyFollowUpPrompt(round int) string {
return fmt.Sprintf("自主模式第 %d 轮推进：用户暂时未继续输入。请基于当前会话上下文和已完成工作，自主完成一个高价值下一步，并给出简短进展汇报。", round)
func buildAutonomyFollowUpPrompt(round int, focus string) string {
focus = strings.TrimSpace(focus)
if focus == "" {
return fmt.Sprintf("自主模式第 %d 轮推进：用户暂时未继续输入。请基于当前会话上下文和已完成工作，自主完成一个高价值下一步，并给出简短进展汇报。", round)
}
return fmt.Sprintf("自主模式第 %d 轮推进：用户暂时未继续输入。请围绕研究方向“%s”继续推进高价值下一步，并给出简短进展汇报。", round, focus)
}
func buildAutonomyFocusPrompt(focus string) string {
focus = strings.TrimSpace(focus)
return fmt.Sprintf("自主模式已启动，本轮请优先围绕研究方向“%s”展开：先明确本轮目标，再执行并汇报阶段性进展与结果。", focus)
}
func (al *AgentLoop) startAutoLearner(msg bus.InboundMessage, interval time.Duration) string {
@@ -781,7 +815,7 @@ func (al *AgentLoop) processMessage(ctx context.Context, msg bus.InboundMessage)
if intent.idleInterval != nil {
idle = *intent.idleInterval
}
return al.startAutonomy(msg, idle), nil
return al.startAutonomy(msg, idle, intent.focus), nil
case "stop":
if al.stopAutonomy(msg.SessionKey) {
return "自主模式已关闭。", nil
@@ -984,7 +1018,7 @@ func (al *AgentLoop) processSystemMessage(ctx context.Context, msg bus.InboundMe
al.sessions.AddMessage(sessionKey, "user", fmt.Sprintf("[System: %s] %s", msg.SenderID, msg.Content))
// 如果 finalContent 中没有包含 tool calls (即最后一次 LLM 返回的结果)
// 我们已经通过循环内部의 AddMessageFull 存储了前面的步骤
// 我们已经通过循环内部的 AddMessageFull 存储了前面的步骤
// 这里的 AddMessageFull 会存储最终回复
al.sessions.AddMessageFull(sessionKey, providers.Message{
Role: "assistant",
@@ -1787,10 +1821,40 @@ func parseAutonomyIntent(content string) (autonomyIntent, bool) {
return autonomyIntent{}, false
}
focus := extractAutonomyFocus(text)
if d, ok := extractChineseAutoLearnInterval(text); ok {
return autonomyIntent{action: "start", idleInterval: &d}, true
return autonomyIntent{action: "start", idleInterval: &d, focus: focus}, true
}
return autonomyIntent{action: "start"}, true
return autonomyIntent{action: "start", focus: focus}, true
}
func extractAutonomyFocus(text string) string {
text = strings.TrimSpace(text)
if text == "" {
return ""
}
patterns := []string{
"研究方向是",
"研究方向:",
"研究方向：",
"方向是",
"方向:",
"方向：",
"聚焦在",
"重点研究",
}
for _, marker := range patterns {
if idx := strings.Index(text, marker); idx >= 0 {
focus := strings.TrimSpace(text[idx+len(marker):])
focus = strings.Trim(focus, "，,。;； ")
if cut := findFirstIndex(focus, "并", "然后", "每", "空闲", "主动", "汇报", "。"); cut > 0 {
focus = strings.TrimSpace(focus[:cut])
}
return strings.Trim(focus, "，,。;； ")
}
}
return ""
}
func parseAutoLearnIntent(content string) (autoLearnIntent, bool) {
@@ -1909,14 +1973,19 @@ func (al *AgentLoop) handleSlashCommand(msg bus.InboundMessage) (bool, string, e
switch strings.ToLower(fields[1]) {
case "start":
idle := autonomyDefaultIdleInterval
focus := ""
if len(fields) >= 3 {
d, err := parseAutonomyIdleInterval(fields[2])
if err != nil {
return true, "", err
focus = strings.Join(fields[2:], " ")
} else {
idle = d
}
idle = d
}
return true, al.startAutonomy(msg, idle), nil
if focus == "" && len(fields) >= 4 {
focus = strings.Join(fields[3:], " ")
}
return true, al.startAutonomy(msg, idle, focus), nil
case "stop":
if al.stopAutonomy(msg.SessionKey) {
return true, "自主模式已关闭。", nil