This commit is contained in:
lpf
2026-02-17 00:42:46 +08:00
parent 2dede03813
commit 9ca138ac29
2 changed files with 141 additions and 49 deletions

View File

@@ -37,6 +37,8 @@ const autoLearnDefaultInterval = 10 * time.Minute
const autoLearnMinInterval = 30 * time.Second
const autonomyDefaultIdleInterval = 30 * time.Minute
const autonomyMinIdleInterval = 1 * time.Minute
const autonomyContinuousRunInterval = 20 * time.Second
const autonomyContinuousIdleThreshold = 20 * time.Second
type sessionWorker struct {
queue chan bus.InboundMessage
@@ -58,6 +60,7 @@ type autonomySession struct {
rounds int
lastUserAt time.Time
lastNudgeAt time.Time
lastReportAt time.Time
pending bool
focus string
}
@@ -303,7 +306,7 @@ func (al *AgentLoop) enqueueMessage(ctx context.Context, msg bus.InboundMessage)
Buttons: nil,
Channel: msg.Channel,
ChatID: msg.ChatID,
Content: "Message queue is busy. Please try again shortly.",
Content: al.naturalizeUserFacingText(ctx, "消息队列当前较忙,请稍后再试。"),
})
}
}
@@ -361,10 +364,10 @@ func (al *AgentLoop) runSessionWorker(ctx context.Context, sessionKey string, wo
if errors.Is(err, context.Canceled) {
return
}
response = fmt.Sprintf("Error processing message: %v", err)
response = al.naturalizeUserFacingText(taskCtx, fmt.Sprintf("处理消息时发生错误:%v", err))
}
if response != "" {
if response != "" && shouldPublishSyntheticResponse(msg) {
al.bus.PublishOutbound(bus.OutboundMessage{
Buttons: nil,
Channel: msg.Channel,
@@ -433,9 +436,9 @@ func (al *AgentLoop) stopAllAutonomySessions() {
}
}
func (al *AgentLoop) startAutonomy(msg bus.InboundMessage, idleInterval time.Duration, focus string) string {
func (al *AgentLoop) startAutonomy(ctx context.Context, 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)。"
return al.naturalizeUserFacingText(ctx, "自主模式需要在 gateway 运行模式下使用(持续消息循环)。")
}
if idleInterval <= 0 {
@@ -459,6 +462,7 @@ func (al *AgentLoop) startAutonomy(msg bus.InboundMessage, idleInterval time.Dur
started: time.Now(),
idleInterval: idleInterval,
lastUserAt: time.Now(),
lastReportAt: time.Now(),
focus: strings.TrimSpace(focus),
}
al.autonomyBySess[msg.SessionKey] = s
@@ -480,9 +484,9 @@ func (al *AgentLoop) startAutonomy(msg bus.InboundMessage, idleInterval time.Dur
})
}
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 al.naturalizeUserFacingText(ctx, fmt.Sprintf("自主模式已开启,当前研究方向:%s。系统会持续静默推进,并每 %s 汇报一次进度或结果。", 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))
return al.naturalizeUserFacingText(ctx, fmt.Sprintf("自主模式已开启:自动拆解执行 + 静默推进;每 %s 汇报一次进度或结果。", idleInterval.Truncate(time.Second)))
}
func (al *AgentLoop) stopAutonomy(sessionKey string) bool {
@@ -533,13 +537,13 @@ func (al *AgentLoop) noteAutonomyUserActivity(msg bus.InboundMessage) {
s.lastUserAt = time.Now()
}
func (al *AgentLoop) autonomyStatus(sessionKey string) string {
func (al *AgentLoop) autonomyStatus(ctx context.Context, sessionKey string) string {
al.autonomyMu.Lock()
defer al.autonomyMu.Unlock()
s, ok := al.autonomyBySess[sessionKey]
if !ok || s == nil {
return "自主模式未开启。"
return al.naturalizeUserFacingText(ctx, "自主模式未开启。")
}
uptime := time.Since(s.started).Truncate(time.Second)
@@ -548,12 +552,13 @@ func (al *AgentLoop) autonomyStatus(sessionKey string) string {
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。",
fallback := fmt.Sprintf("自主模式运行中:汇报周期 %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)
return al.naturalizeUserFacingText(ctx, fallback)
}
func (al *AgentLoop) runAutonomyLoop(ctx context.Context, msg bus.InboundMessage) {
@@ -581,7 +586,9 @@ func (al *AgentLoop) maybeRunAutonomyRound(msg bus.InboundMessage) bool {
}
now := time.Now()
if s.pending || now.Sub(s.lastUserAt) < s.idleInterval || now.Sub(s.lastNudgeAt) < s.idleInterval {
if s.pending ||
now.Sub(s.lastUserAt) < autonomyContinuousIdleThreshold ||
now.Sub(s.lastNudgeAt) < autonomyContinuousRunInterval {
al.autonomyMu.Unlock()
return true
}
@@ -590,6 +597,10 @@ func (al *AgentLoop) maybeRunAutonomyRound(msg bus.InboundMessage) bool {
round := s.rounds
s.lastNudgeAt = now
s.pending = true
reportDue := now.Sub(s.lastReportAt) >= s.idleInterval
if reportDue {
s.lastReportAt = now
}
focus := strings.TrimSpace(s.focus)
al.autonomyMu.Unlock()
@@ -598,10 +609,11 @@ func (al *AgentLoop) maybeRunAutonomyRound(msg bus.InboundMessage) bool {
SenderID: "autonomy",
ChatID: msg.ChatID,
SessionKey: msg.SessionKey,
Content: buildAutonomyFollowUpPrompt(round, focus),
Content: buildAutonomyFollowUpPrompt(round, focus, reportDue),
Metadata: map[string]string{
"source": "autonomy",
"round": strconv.Itoa(round),
"source": "autonomy",
"round": strconv.Itoa(round),
"report_due": strconv.FormatBool(reportDue),
},
})
@@ -616,12 +628,18 @@ func (al *AgentLoop) finishAutonomyRound(sessionKey string) {
}
}
func buildAutonomyFollowUpPrompt(round int, focus string) string {
func buildAutonomyFollowUpPrompt(round int, focus string, reportDue bool) 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)
if focus == "" && reportDue {
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,并用自然语言给出进度或结果。", round)
}
return fmt.Sprintf("自主模式第 %d 轮推进:用户暂时未继续输入。请优先围绕研究方向“%s”推进如果该方向已完成请明确说明已完成并转向其他高价值下一步再给出简短进展汇报。", round, focus)
if focus == "" && !reportDue {
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。本轮仅执行,不对外回复。", round)
}
if reportDue {
return fmt.Sprintf("自主模式第 %d 轮推进:用户暂时未继续输入。请优先围绕研究方向“%s”推进如果该方向已完成请说明并转向其他高价值下一步。完成后用自然语言给出进度或结果。", round, focus)
}
return fmt.Sprintf("自主模式第 %d 轮推进:用户暂时未继续输入。请优先围绕研究方向“%s”推进如果该方向已完成请说明并转向其他高价值下一步。本轮仅执行不对外回复。", round, focus)
}
func buildAutonomyFocusPrompt(focus string) string {
@@ -629,9 +647,9 @@ func buildAutonomyFocusPrompt(focus string) string {
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 {
func (al *AgentLoop) startAutoLearner(ctx context.Context, msg bus.InboundMessage, interval time.Duration) string {
if msg.Channel == "cli" {
return "自动学习需要在 gateway 运行模式下使用(持续消息循环)。"
return al.naturalizeUserFacingText(ctx, "自动学习需要在 gateway 运行模式下使用(持续消息循环)。")
}
if interval <= 0 {
@@ -660,7 +678,7 @@ func (al *AgentLoop) startAutoLearner(msg bus.InboundMessage, interval time.Dura
go al.runAutoLearnerLoop(learnerCtx, msg)
return fmt.Sprintf("自动学习已开启:每 %s 执行 1 轮。使用 /autolearn stop 可停止。", interval.Truncate(time.Second))
return al.naturalizeUserFacingText(ctx, fmt.Sprintf("自动学习已开启:每 %s 执行 1 轮。使用 /autolearn stop 可停止。", interval.Truncate(time.Second)))
}
func (al *AgentLoop) runAutoLearnerLoop(ctx context.Context, msg bus.InboundMessage) {
@@ -673,7 +691,7 @@ func (al *AgentLoop) runAutoLearnerLoop(ctx context.Context, msg bus.InboundMess
al.bus.PublishOutbound(bus.OutboundMessage{
Channel: msg.Channel,
ChatID: msg.ChatID,
Content: fmt.Sprintf("[自动学习] 第 %d 轮开始。", round),
Content: al.naturalizeUserFacingText(ctx, fmt.Sprintf("自动学习第 %d 轮开始。", round)),
})
al.bus.PublishInbound(bus.InboundMessage{
@@ -747,21 +765,22 @@ func (al *AgentLoop) stopAutoLearner(sessionKey string) bool {
return true
}
func (al *AgentLoop) autoLearnerStatus(sessionKey string) string {
func (al *AgentLoop) autoLearnerStatus(ctx context.Context, sessionKey string) string {
al.autoLearnMu.Lock()
defer al.autoLearnMu.Unlock()
learner, ok := al.autoLearners[sessionKey]
if !ok || learner == nil {
return "自动学习未开启。使用 /autolearn start 可开启。"
return al.naturalizeUserFacingText(ctx, "自动学习未开启。使用 /autolearn start 可开启。")
}
uptime := time.Since(learner.started).Truncate(time.Second)
return fmt.Sprintf("自动学习运行中:每 %s 一轮,已运行 %s累计 %d 轮。",
fallback := fmt.Sprintf("自动学习运行中:每 %s 一轮,已运行 %s累计 %d 轮。",
learner.interval.Truncate(time.Second),
uptime,
learner.rounds,
)
return al.naturalizeUserFacingText(ctx, fallback)
}
func buildAutoLearnPrompt(round int) string {
@@ -797,6 +816,53 @@ func shouldHandleControlIntents(msg bus.InboundMessage) bool {
return !isSyntheticMessage(msg)
}
func (al *AgentLoop) naturalizeUserFacingText(ctx context.Context, fallback string) string {
text := strings.TrimSpace(fallback)
if text == "" || ctx == nil {
return fallback
}
llmCtx, cancel := context.WithTimeout(ctx, 4*time.Second)
defer cancel()
systemPrompt := al.withBootstrapPolicy(`You rewrite assistant control/status replies in natural conversational Chinese.
Rules:
- Keep factual meaning unchanged.
- Use concise natural wording, no rigid templates.
- No markdown, no code block, no extra explanation.
- Return plain text only.`)
resp, err := al.callLLMWithModelFallback(llmCtx, []providers.Message{
{Role: "system", Content: systemPrompt},
{Role: "user", Content: text},
}, nil, map[string]interface{}{
"max_tokens": 180,
"temperature": 0.4,
})
if err != nil || resp == nil {
return fallback
}
out := strings.TrimSpace(resp.Content)
if out == "" {
return fallback
}
return out
}
func shouldPublishSyntheticResponse(msg bus.InboundMessage) bool {
if !isSyntheticMessage(msg) {
return true
}
if !isAutonomySyntheticMessage(msg) {
return true
}
if msg.Metadata == nil {
return false
}
return strings.EqualFold(strings.TrimSpace(msg.Metadata["report_due"]), "true")
}
func (al *AgentLoop) ProcessDirect(ctx context.Context, content, sessionKey string) (string, error) {
msg := bus.InboundMessage{
Channel: "cli",
@@ -833,7 +899,7 @@ func (al *AgentLoop) processMessage(ctx context.Context, msg bus.InboundMessage)
// Built-in slash commands (deterministic, no LLM roundtrip)
if controlEligible {
if handled, result, err := al.handleSlashCommand(msg); handled {
if handled, result, err := al.handleSlashCommand(ctx, msg); handled {
return result, err
}
}
@@ -850,19 +916,19 @@ func (al *AgentLoop) processMessage(ctx context.Context, msg bus.InboundMessage)
if intent.idleInterval != nil {
idle = *intent.idleInterval
}
return al.startAutonomy(msg, idle, intent.focus), nil
return al.startAutonomy(ctx, msg, idle, intent.focus), nil
case "clear_focus":
if al.clearAutonomyFocus(msg.SessionKey) {
return "已确认:当前研究方向已完成,后续自主推进将转向其他高价值任务。", nil
return al.naturalizeUserFacingText(ctx, "已确认:当前研究方向已完成,后续自主推进将转向其他高价值任务。"), nil
}
return "自主模式当前未运行,无法清空研究方向。", nil
return al.naturalizeUserFacingText(ctx, "自主模式当前未运行,无法清空研究方向。"), nil
case "stop":
if al.stopAutonomy(msg.SessionKey) {
return "自主模式已关闭。", nil
return al.naturalizeUserFacingText(ctx, "自主模式已关闭。"), nil
}
return "自主模式当前未运行。", nil
return al.naturalizeUserFacingText(ctx, "自主模式当前未运行。"), nil
case "status":
return al.autonomyStatus(msg.SessionKey), nil
return al.autonomyStatus(ctx, msg.SessionKey), nil
}
}
@@ -873,14 +939,14 @@ func (al *AgentLoop) processMessage(ctx context.Context, msg bus.InboundMessage)
if intent.interval != nil {
interval = *intent.interval
}
return al.startAutoLearner(msg, interval), nil
return al.startAutoLearner(ctx, msg, interval), nil
case "stop":
if al.stopAutoLearner(msg.SessionKey) {
return "自动学习已停止。", nil
return al.naturalizeUserFacingText(ctx, "自动学习已停止。"), nil
}
return "自动学习当前未运行。", nil
return al.naturalizeUserFacingText(ctx, "自动学习当前未运行。"), nil
case "status":
return al.autoLearnerStatus(msg.SessionKey), nil
return al.autoLearnerStatus(ctx, msg.SessionKey), nil
}
}
}
@@ -2052,7 +2118,7 @@ func parseAutoLearnIntent(content string) (autoLearnIntent, bool) {
}
}
func (al *AgentLoop) handleSlashCommand(msg bus.InboundMessage) (bool, string, error) {
func (al *AgentLoop) handleSlashCommand(ctx context.Context, msg bus.InboundMessage) (bool, string, error) {
text := strings.TrimSpace(msg.Content)
if !strings.HasPrefix(text, "/") {
return false, "", nil
@@ -2081,7 +2147,7 @@ func (al *AgentLoop) handleSlashCommand(msg bus.InboundMessage) (bool, string, e
), nil
case "/autolearn":
if len(fields) < 2 {
return true, "Usage: /autolearn start [interval] | /autolearn stop | /autolearn status", nil
return true, al.naturalizeUserFacingText(ctx, "用法:/autolearn start [interval] | /autolearn stop | /autolearn status"), nil
}
switch strings.ToLower(fields[1]) {
case "start":
@@ -2093,20 +2159,20 @@ func (al *AgentLoop) handleSlashCommand(msg bus.InboundMessage) (bool, string, e
}
interval = d
}
return true, al.startAutoLearner(msg, interval), nil
return true, al.startAutoLearner(ctx, msg, interval), nil
case "stop":
if al.stopAutoLearner(msg.SessionKey) {
return true, "自动学习已停止。", nil
return true, al.naturalizeUserFacingText(ctx, "自动学习已停止。"), nil
}
return true, "自动学习当前未运行。", nil
return true, al.naturalizeUserFacingText(ctx, "自动学习当前未运行。"), nil
case "status":
return true, al.autoLearnerStatus(msg.SessionKey), nil
return true, al.autoLearnerStatus(ctx, msg.SessionKey), nil
default:
return true, "Usage: /autolearn start [interval] | /autolearn stop | /autolearn status", nil
return true, al.naturalizeUserFacingText(ctx, "用法:/autolearn start [interval] | /autolearn stop | /autolearn status"), nil
}
case "/autonomy":
if len(fields) < 2 {
return true, "Usage: /autonomy start [idle] | /autonomy stop | /autonomy status", nil
return true, al.naturalizeUserFacingText(ctx, "用法:/autonomy start [idle] | /autonomy stop | /autonomy status"), nil
}
switch strings.ToLower(fields[1]) {
case "start":
@@ -2123,16 +2189,16 @@ func (al *AgentLoop) handleSlashCommand(msg bus.InboundMessage) (bool, string, e
if focus == "" && len(fields) >= 4 {
focus = strings.Join(fields[3:], " ")
}
return true, al.startAutonomy(msg, idle, focus), nil
return true, al.startAutonomy(ctx, msg, idle, focus), nil
case "stop":
if al.stopAutonomy(msg.SessionKey) {
return true, "自主模式已关闭。", nil
return true, al.naturalizeUserFacingText(ctx, "自主模式已关闭。"), nil
}
return true, "自主模式当前未运行。", nil
return true, al.naturalizeUserFacingText(ctx, "自主模式当前未运行。"), nil
case "status":
return true, al.autonomyStatus(msg.SessionKey), nil
return true, al.autonomyStatus(ctx, msg.SessionKey), nil
default:
return true, "Usage: /autonomy start [idle] | /autonomy stop | /autonomy status", nil
return true, al.naturalizeUserFacingText(ctx, "用法:/autonomy start [idle] | /autonomy stop | /autonomy status"), nil
}
case "/reload":
running, err := al.triggerGatewayReloadFromAgent()