package agent import ( "context" "fmt" "regexp" "sort" "strings" "sync" "clawgo/pkg/bus" "clawgo/pkg/scheduling" ) const defaultSessionAutoPlanMaxTasks = 4 type plannedTask struct { Index int Content string ResourceKeys []string } type plannedTaskResult struct { Index int Task plannedTask Output string ErrText string } var reLeadingNumber = regexp.MustCompile(`^\d+[\.)、]\s*`) func (al *AgentLoop) processPlannedMessage(ctx context.Context, msg bus.InboundMessage) (string, error) { tasks := al.planSessionTasks(msg) if len(tasks) <= 1 { return al.processMessage(ctx, msg) } return al.runPlannedTasks(ctx, msg, tasks) } func (al *AgentLoop) planSessionTasks(msg bus.InboundMessage) []plannedTask { base := strings.TrimSpace(msg.Content) if base == "" { return nil } if !al.sessionAutoPlan { return []plannedTask{{Index: 1, Content: base, ResourceKeys: scheduling.DeriveResourceKeys(base)}} } if msg.Channel == "system" || msg.Channel == "internal" { return []plannedTask{{Index: 1, Content: base, ResourceKeys: scheduling.DeriveResourceKeys(base)}} } if msg.Metadata != nil { if strings.TrimSpace(msg.Metadata["trigger"]) != "" { return []plannedTask{{Index: 1, Content: base, ResourceKeys: scheduling.DeriveResourceKeys(base)}} } } if strings.HasPrefix(base, "/") { return []plannedTask{{Index: 1, Content: base, ResourceKeys: scheduling.DeriveResourceKeys(base)}} } segments := splitPlannedSegments(base) if len(segments) <= 1 { return []plannedTask{{Index: 1, Content: base, ResourceKeys: scheduling.DeriveResourceKeys(base)}} } maxTasks := al.sessionAutoPlanMax if maxTasks <= 0 { maxTasks = defaultSessionAutoPlanMaxTasks } if len(segments) > maxTasks { segments = segments[:maxTasks] } out := make([]plannedTask, 0, len(segments)) for i, seg := range segments { content := strings.TrimSpace(seg) if content == "" { continue } out = append(out, plannedTask{ Index: i + 1, Content: content, ResourceKeys: scheduling.DeriveResourceKeys(content), }) } if len(out) == 0 { return []plannedTask{{Index: 1, Content: base, ResourceKeys: scheduling.DeriveResourceKeys(base)}} } if len(out) == 1 { out[0].Content = base out[0].ResourceKeys = scheduling.DeriveResourceKeys(base) } return out } func splitPlannedSegments(content string) []string { lines := strings.Split(content, "\n") bullet := make([]string, 0, len(lines)) for _, line := range lines { t := strings.TrimSpace(line) if t == "" { continue } if strings.HasPrefix(t, "- ") || strings.HasPrefix(t, "* ") { bullet = append(bullet, strings.TrimSpace(t[2:])) continue } if reLeadingNumber.MatchString(t) { bullet = append(bullet, strings.TrimSpace(reLeadingNumber.ReplaceAllString(t, ""))) } } if len(bullet) >= 2 { return bullet } replaced := strings.NewReplacer(";", ";", "\n", ";", "。然后", ";", " 然后 ", ";", " and then ", ";") norm := replaced.Replace(content) parts := strings.Split(norm, ";") out := make([]string, 0, len(parts)) for _, p := range parts { t := strings.TrimSpace(p) if t == "" { continue } out = append(out, t) } return out } func (al *AgentLoop) runPlannedTasks(ctx context.Context, msg bus.InboundMessage, tasks []plannedTask) (string, error) { results := make([]plannedTaskResult, len(tasks)) var wg sync.WaitGroup for i, task := range tasks { wg.Add(1) go func(index int, t plannedTask) { defer wg.Done() subMsg := msg subMsg.Content = t.Content subMsg.Metadata = cloneMetadata(msg.Metadata) if subMsg.Metadata == nil { subMsg.Metadata = map[string]string{} } subMsg.Metadata["resource_keys"] = strings.Join(t.ResourceKeys, ",") subMsg.Metadata["planned_task_index"] = fmt.Sprintf("%d", t.Index) subMsg.Metadata["planned_task_total"] = fmt.Sprintf("%d", len(tasks)) out, err := al.processMessage(ctx, subMsg) res := plannedTaskResult{Index: index, Task: t, Output: strings.TrimSpace(out)} if err != nil { res.ErrText = err.Error() } results[index] = res }(i, task) } wg.Wait() sort.SliceStable(results, func(i, j int) bool { return results[i].Task.Index < results[j].Task.Index }) var b strings.Builder b.WriteString(fmt.Sprintf("已自动拆解为 %d 个任务并执行:\n\n", len(results))) for _, r := range results { b.WriteString(fmt.Sprintf("[%d] %s\n", r.Task.Index, r.Task.Content)) if r.ErrText != "" { b.WriteString("执行失败:" + r.ErrText + "\n\n") continue } if r.Output == "" { b.WriteString("(无输出)\n\n") continue } b.WriteString(r.Output + "\n\n") } return strings.TrimSpace(b.String()), nil } func cloneMetadata(m map[string]string) map[string]string { if len(m) == 0 { return nil } out := make(map[string]string, len(m)) for k, v := range m { out[k] = v } return out }