fix(trigger): 合并触发会话按任务去重任务描述/目标，避免长目标重复撑爆消息

on_tool_call 等事件触发在 merge 时，每条事件都重复整段任务描述+目标；
当任务目标很长（如续跑继承事实）且短时间多次触发时，合并消息体积爆炸
（实测 39 条 submit_flag 连击 → 十几万字）。

- triggeredRun 拆出 taskDesc/taskGoal 任务级字段，message 只留事件正文
- by_task 合并：同任务头只写一次
- all 合并：按任务分组（首次出现排序、任务内保序），每任务头只写一次，
  交错触发也不重复
- 单条触发由 finalTriggerMessage 补一次任务头
- 任务描述截 200 字、目标截 500 字，单份也有界
- 新增 trigger_merge_test.go 覆盖去重/交错/截断/定时无头

server/conversations.go

@@ -598,14 +598,14 @@ func (s *Server) readTriggerBehavior(agentKey string) triggerBehavior {
 // agent's策略 decides concurrency + merge: serial → run one at a time (optionally
 // merging by task / all / none); parallel → run each fire in its own concurrent
 // conversation up to trigger_max_parallel. Distinct agents always run concurrently.
-func (s *Server) StartTriggeredRun(agentKey, title, message string, taskID int64, mergeable bool) {
+func (s *Server) StartTriggeredRun(agentKey, title, message string, taskID int64, mergeable bool, taskDesc, taskGoal string) {
 	if s.m.pg == nil || s.chatAgentRef() == nil {
 		return
 	}
 	cfg := s.readTriggerBehavior(agentKey) // DB read BEFORE the lock (never under queueMu)
 	s.queueMu.Lock()
 	s.triggerCfg[agentKey] = cfg
-	s.triggerQ[agentKey] = append(s.triggerQ[agentKey], triggeredRun{agentKey: agentKey, title: title, message: message, taskID: taskID, mergeable: mergeable})
+	s.triggerQ[agentKey] = append(s.triggerQ[agentKey], triggeredRun{agentKey: agentKey, title: title, message: message, taskID: taskID, taskDesc: taskDesc, taskGoal: taskGoal, mergeable: mergeable})
 	s.pumpLocked(agentKey)
 	s.queueMu.Unlock()
 }
@@ -686,8 +686,38 @@ func (s *Server) nextTriggerRun(agentKey string, cfg triggerBehavior) triggeredR
 	return mergeTriggeredRuns(group)
 }
 
-// mergeTriggeredRuns folds several same-task event fires into one run: a header plus
-// each fire's message, so the agent handles the task's burst in a single conversation.
+// taskContextHeader renders a task's description/goal once. Same-task fires share
+// this block, so the scheduler no longer repeats it per event (a long task goal
+// times N fires was the dominant bloat). Returns "" for interval/none triggers
+// (taskID==0, no task context). desc/goal are truncated to keep even a single copy
+// bounded.
+func taskContextHeader(taskID int64, desc, goal string) string {
+	if desc == "" && goal == "" {
+		// No task context to show (interval/none fire, or a merged run that already
+		// embedded its per-task headers and cleared these fields).
+		return ""
+	}
+	if goal != "" {
+		return fmt.Sprintf("【任务 #%d %s（目标：%s）】", taskID, trunc(desc, 200), trunc(goal, 500))
+	}
+	return fmt.Sprintf("【任务 #%d %s】", taskID, trunc(desc, 200))
+}
+
+// finalTriggerMessage renders the message actually sent to the agent for a single
+// (non-merged) fire: the task-context header (written once) followed by the event
+// body. Merged runs embed their per-task headers inline and clear taskDesc/taskGoal,
+// so this returns their message unchanged.
+func finalTriggerMessage(item triggeredRun) string {
+	if h := taskContextHeader(item.taskID, item.taskDesc, item.taskGoal); h != "" {
+		return h + "\n" + item.message
+	}
+	return item.message
+}
+
+// mergeTriggeredRuns folds several same-task event fires into one run: the shared
+// task-context header written ONCE, then each fire's event body, so the agent handles
+// the task's burst in a single conversation without repeating the (possibly long)
+// task description/goal per event.
 func mergeTriggeredRuns(items []triggeredRun) triggeredRun {
 	if len(items) == 1 {
 		return items[0]
@@ -695,6 +725,9 @@ func mergeTriggeredRuns(items []triggeredRun) triggeredRun {
 	first := items[0]
 	var b strings.Builder
 	fmt.Fprintf(&b, "【本会话合并了任务 #%d 的 %d 条触发事件，请一并处理】\n", first.taskID, len(items))
+	if h := taskContextHeader(first.taskID, first.taskDesc, first.taskGoal); h != "" {
+		fmt.Fprintf(&b, "%s\n", h) // same task → task context appears once
+	}
 	for i, it := range items {
 		fmt.Fprintf(&b, "\n── 触发 %d ──\n%s\n", i+1, it.message)
 	}
@@ -704,20 +737,41 @@ func mergeTriggeredRuns(items []triggeredRun) triggeredRun {
 		message:   b.String(),
 		taskID:    first.taskID,
 		mergeable: true,
+		// taskDesc/taskGoal left empty: header already embedded above.
 	}
 }
 
 // mergeAllRuns folds the ENTIRE queued burst into one run (merge_mode='all'),
-// regardless of task or type — a header plus each fire's message.
+// regardless of type. Events are grouped by task (tasks in first-appearance order,
+// events in their original order within a task), so each task's context header — and
+// its possibly long description/goal — is written exactly ONCE even when fires from
+// different tasks interleave in the queue. Cross-task chronology is not preserved
+// (event bodies carry no timestamps, so per-task grouping reads better for the agent).
 func mergeAllRuns(items []triggeredRun) triggeredRun {
 	if len(items) == 1 {
 		return items[0]
 	}
 	first := items[0]
+	order := []int64{}
+	groups := map[int64][]triggeredRun{}
+	for _, it := range items {
+		if _, seen := groups[it.taskID]; !seen {
+			order = append(order, it.taskID)
+		}
+		groups[it.taskID] = append(groups[it.taskID], it)
+	}
 	var b strings.Builder
-	fmt.Fprintf(&b, "【本会话合并了队列中的 %d 条触发事件（不区分任务），请一并处理】\n", len(items))
-	for i, it := range items {
-		fmt.Fprintf(&b, "\n── 触发 %d（task#%d）──\n%s\n", i+1, it.taskID, it.message)
+	fmt.Fprintf(&b, "【本会话合并了队列中的 %d 条触发事件（共 %d 个任务），请一并处理】\n", len(items), len(order))
+	seq := 0
+	for _, tid := range order {
+		g := groups[tid]
+		if h := taskContextHeader(tid, g[0].taskDesc, g[0].taskGoal); h != "" {
+			fmt.Fprintf(&b, "\n%s\n", h) // same task → context appears once, even if interleaved
+		}
+		for _, it := range g {
+			seq++
+			fmt.Fprintf(&b, "\n── 触发 %d（task#%d）──\n%s\n", seq, tid, it.message)
+		}
 	}
 	return triggeredRun{
 		agentKey:  first.agentKey,
@@ -725,6 +779,7 @@ func mergeAllRuns(items []triggeredRun) triggeredRun {
 		message:   b.String(),
 		taskID:    first.taskID,
 		mergeable: true,
+		// taskDesc/taskGoal left empty: per-task headers already embedded above.
 	}
 }
 
@@ -743,14 +798,15 @@ func (s *Server) runTriggeredRun(item triggeredRun) {
 		log.Printf("[trigger] create conversation for %s failed: %v", item.agentKey, err)
 		return
 	}
-	if _, err := pg.AppendConvActivity(c.ID, db.Activity{Worker: item.agentKey, Kind: "user", Summary: firstLine(item.message, 200), Detail: item.message}); err != nil {
+	msg := finalTriggerMessage(item) // prepend the task-context header for single (non-merged) fires
+	if _, err := pg.AppendConvActivity(c.ID, db.Activity{Worker: item.agentKey, Kind: "user", Summary: firstLine(msg, 200), Detail: msg}); err != nil {
 		log.Printf("[trigger] append msg failed: %v", err)
 	}
 	busyKey := s.convBusyKey(c.ID)
 	s.chatMu.Lock()
 	s.chatBusy[busyKey] = true
 	s.chatMu.Unlock()
-	s.runConversationSync(c, item.message, busyKey)
+	s.runConversationSync(c, msg, busyKey)
 }
 
 // firstLine returns a single-line, length-capped preview (shared with summaries).

server/scheduler.go

@@ -143,7 +143,7 @@ func (sc *Scheduler) fireIntervals(triggers []*db.AgentTrigger) {
 		}
 		_ = sc.pg.TouchTriggerFire(tr.ID)
 		ctx := "\n\n【本次为定时触发】" + now.Format(" 2006-01-02 15:04:05 MST")
-		sc.s.StartTriggeredRun(tr.AgentKey, fmt.Sprintf("定时触发 · %s", now.Format("15:04")), tr.IntervalMessage+ctx, 0, false)
+		sc.s.StartTriggeredRun(tr.AgentKey, fmt.Sprintf("定时触发 · %s", now.Format("15:04")), tr.IntervalMessage+ctx, 0, false, "", "")
 	}
 }
 
@@ -172,10 +172,10 @@ func (sc *Scheduler) fireFindings(triggers []*db.AgentTrigger) {
 		if len(want) == 0 {
 			continue
 		}
-		msgCtx := fmt.Sprintf("\n\n【本次由任务发现 finding 触发】\n任务: #%d %s（目标：%s）\n发现: [%s/%s] %s",
-			e.TaskID, e.TaskDesc, e.TaskGoal, e.VulnClass, e.Severity, e.Summary)
+		msgCtx := fmt.Sprintf("\n\n【本次由任务发现 finding 触发】\n发现: [%s/%s] %s",
+			e.VulnClass, e.Severity, e.Summary)
 		for _, tr := range want {
-			sc.s.StartTriggeredRun(tr.AgentKey, fmt.Sprintf("finding 触发 · task#%d", e.TaskID), tr.FindingMessage+msgCtx, e.TaskID, true)
+			sc.s.StartTriggeredRun(tr.AgentKey, fmt.Sprintf("finding 触发 · task#%d", e.TaskID), tr.FindingMessage+msgCtx, e.TaskID, true, e.TaskDesc, e.TaskGoal)
 		}
 	}
 	_ = sc.pg.SetSchedState(schedKeyLastFinding, strconv.FormatInt(maxID, 10))
@@ -206,10 +206,9 @@ func (sc *Scheduler) fireGoals(triggers []*db.AgentTrigger) {
 		if len(want) == 0 {
 			continue
 		}
-		msgCtx := fmt.Sprintf("\n\n【本次由任务完成目标触发】\n任务: #%d %s（目标：%s）\n达成目标: %s",
-			e.TaskID, e.TaskDesc, e.TaskGoal, e.Summary)
+		msgCtx := fmt.Sprintf("\n\n【本次由任务完成目标触发】\n达成目标: %s", e.Summary)
 		for _, tr := range want {
-			sc.s.StartTriggeredRun(tr.AgentKey, fmt.Sprintf("目标触发 · task#%d", e.TaskID), tr.GoalMessage+msgCtx, e.TaskID, true)
+			sc.s.StartTriggeredRun(tr.AgentKey, fmt.Sprintf("目标触发 · task#%d", e.TaskID), tr.GoalMessage+msgCtx, e.TaskID, true, e.TaskDesc, e.TaskGoal)
 		}
 	}
 	if changed {
@@ -240,10 +239,9 @@ func (sc *Scheduler) fireTaskTimeouts(triggers []*db.AgentTrigger) {
 		if len(want) == 0 {
 			continue
 		}
-		msgCtx := fmt.Sprintf("\n\n【本次由任务超时触发】\n任务: #%d %s（目标：%s）",
-			e.TaskID, e.TaskDesc, e.TaskGoal)
+		msgCtx := "\n\n【本次由任务超时触发】"
 		for _, tr := range want {
-			sc.s.StartTriggeredRun(tr.AgentKey, fmt.Sprintf("超时触发 · task#%d", e.TaskID), tr.TaskTimeoutMessage+msgCtx, e.TaskID, true)
+			sc.s.StartTriggeredRun(tr.AgentKey, fmt.Sprintf("超时触发 · task#%d", e.TaskID), tr.TaskTimeoutMessage+msgCtx, e.TaskID, true, e.TaskDesc, e.TaskGoal)
 		}
 	}
 	_ = sc.pg.SetSchedState(schedKeyLastTimeout, strconv.FormatInt(maxID, 10))
@@ -272,10 +270,9 @@ func (sc *Scheduler) fireTaskCreates(triggers []*db.AgentTrigger) {
 		if len(want) == 0 {
 			continue
 		}
-		msgCtx := fmt.Sprintf("\n\n【本次由任务创建触发】\n任务ID: #%d\n任务描述: %s\n任务目标: %s",
-			e.TaskID, e.TaskDesc, e.TaskGoal)
+		msgCtx := "\n\n【本次由任务创建触发】"
 		for _, tr := range want {
-			sc.s.StartTriggeredRun(tr.AgentKey, fmt.Sprintf("任务创建触发 · task#%d", e.TaskID), tr.TaskCreateMessage+msgCtx, e.TaskID, true)
+			sc.s.StartTriggeredRun(tr.AgentKey, fmt.Sprintf("任务创建触发 · task#%d", e.TaskID), tr.TaskCreateMessage+msgCtx, e.TaskID, true, e.TaskDesc, e.TaskGoal)
 		}
 	}
 	_ = sc.pg.SetSchedState(schedKeyLastTaskCreate, strconv.FormatInt(maxID, 10))
@@ -314,13 +311,13 @@ func (sc *Scheduler) fireToolCalls(triggers []*db.AgentTrigger) {
 		if e.ToolIsErr {
 			errTag = "[error] "
 		}
-		msgCtx := fmt.Sprintf("\n\n【本次由工具调用触发】\n任务: #%d %s（目标：%s）\n工具: %s\n入参: %s\n返回: %s%s",
-			e.TaskID, e.TaskDesc, e.TaskGoal, e.Tool, trunc(e.ToolInput, 1500), errTag, trunc(e.ToolOutput, 1500))
+		msgCtx := fmt.Sprintf("\n\n【本次由工具调用触发】\n工具: %s\n入参: %s\n返回: %s%s",
+			e.Tool, trunc(e.ToolInput, 1500), errTag, trunc(e.ToolOutput, 1500))
 		for _, tr := range want {
 			if !containsFold(tr.ToolNames, e.Tool) {
 				continue
 			}
-			sc.s.StartTriggeredRun(tr.AgentKey, fmt.Sprintf("工具触发 · %s · task#%d", e.Tool, e.TaskID), tr.ToolCallMessage+msgCtx, e.TaskID, true)
+			sc.s.StartTriggeredRun(tr.AgentKey, fmt.Sprintf("工具触发 · %s · task#%d", e.Tool, e.TaskID), tr.ToolCallMessage+msgCtx, e.TaskID, true, e.TaskDesc, e.TaskGoal)
 		}
 	}
 	_ = sc.pg.SetSchedState(schedKeyLastToolCall, strconv.FormatInt(maxID, 10))

server/server.go

@@ -142,9 +142,11 @@ type provEntry struct {
 type triggeredRun struct {
 	agentKey  string
 	title     string
-	message   string
-	taskID    int64 // source task for finding/goal triggers; 0 for interval/none
-	mergeable bool  // true for finding/goal event triggers (merge by taskID)
+	message   string // 事件正文(触发语 + 工具/入参/返回等);不含任务描述/目标头
+	taskID    int64  // source task for finding/goal triggers; 0 for interval/none
+	taskDesc  string // 任务描述(任务级,同任务相同);合并时只渲染一次
+	taskGoal  string // 任务目标(任务级,同任务相同);合并时只渲染一次
+	mergeable bool   // true for finding/goal event triggers (merge by taskID)
 }
 
 func New(ctx context.Context, m *Manager, skillDir string, dataDir string, keyDir string) *Server {

server/trigger_merge_test.go

@@ -0,0 +1,98 @@
+package server
+
+import (
+	"strings"
+	"testing"
+)
+
+// A long task goal repeated per event was the dominant bloat. These tests pin the
+// fix: the task-context header (description + goal) is rendered ONCE per task, no
+// matter how many same-task fires are merged.
+
+const longGoal = "拿到题目 f2-05 的受保护 flag 并通过 submit_flag 提交；本题密文已高度收敛，flag 只能由二进制内嵌数据派生……" // 代表那段几千字的继承事实
+
+func sameTaskFires(n int) []triggeredRun {
+	items := make([]triggeredRun, n)
+	for i := range items {
+		items[i] = triggeredRun{
+			agentKey: "tec_benchmark", taskID: 72, taskDesc: "f2-05 逆向", taskGoal: longGoal,
+			message: "【本次由工具调用触发】\n工具: submit_flag\n入参: {...}\n返回: {correct:false}", mergeable: true,
+		}
+	}
+	return items
+}
+
+func TestMergeAllRunsWritesTaskGoalOnce(t *testing.T) {
+	out := mergeAllRuns(sameTaskFires(39))
+	if got := strings.Count(out.message, longGoal); got != 1 {
+		t.Fatalf("same-task goal should appear exactly once in a merged-all run, got %d", got)
+	}
+	if strings.Count(out.message, "── 触发 ") < 1 || !strings.Contains(out.message, "触发 39") {
+		t.Fatalf("all 39 event bodies should be present: %q", out.message)
+	}
+	// A merged run embeds its header inline, so finalTriggerMessage must not re-add it.
+	if out.taskDesc != "" || out.taskGoal != "" {
+		t.Fatalf("merged run must clear taskDesc/taskGoal to avoid a duplicate header")
+	}
+	if finalTriggerMessage(out) != out.message {
+		t.Fatalf("finalTriggerMessage must not prepend another header for a merged run")
+	}
+}
+
+func TestMergeAllRunsGroupsInterleavedTasks(t *testing.T) {
+	// Fires from two tasks arriving interleaved (A,B,A,B) must still carry each
+	// task's context exactly once — grouping, not per-event repetition.
+	mk := func(id int64, goal string) triggeredRun {
+		return triggeredRun{agentKey: "a", taskID: id, taskDesc: "d", taskGoal: goal, message: "body", mergeable: true}
+	}
+	out := mergeAllRuns([]triggeredRun{mk(1, "GOAL_A"), mk(2, "GOAL_B"), mk(1, "GOAL_A"), mk(2, "GOAL_B")})
+	if got := strings.Count(out.message, "GOAL_A"); got != 1 {
+		t.Fatalf("task #1 goal should appear once despite interleaving, got %d", got)
+	}
+	if got := strings.Count(out.message, "GOAL_B"); got != 1 {
+		t.Fatalf("task #2 goal should appear once despite interleaving, got %d", got)
+	}
+	if !strings.Contains(out.message, "共 2 个任务") {
+		t.Fatalf("header should report 2 tasks: %q", out.message)
+	}
+	if got := strings.Count(out.message, "── 触发 "); got != 4 {
+		t.Fatalf("all 4 event bodies should be present, got %d", got)
+	}
+}
+
+func TestMergeTriggeredRunsWritesTaskGoalOnce(t *testing.T) {
+	out := mergeTriggeredRuns(sameTaskFires(5))
+	if got := strings.Count(out.message, longGoal); got != 1 {
+		t.Fatalf("same-task goal should appear exactly once in a by-task merge, got %d", got)
+	}
+}
+
+func TestFinalTriggerMessageSingleFirePrependsHeaderOnce(t *testing.T) {
+	item := sameTaskFires(1)[0]
+	msg := finalTriggerMessage(item)
+	if got := strings.Count(msg, longGoal); got != 1 {
+		t.Fatalf("single fire should carry the task goal exactly once, got %d", got)
+	}
+	if !strings.HasPrefix(msg, "【任务 #72") {
+		t.Fatalf("single fire should be prefixed with the task-context header: %q", msg)
+	}
+}
+
+func TestTaskContextHeaderEmptyForIntervalFire(t *testing.T) {
+	if h := taskContextHeader(0, "", ""); h != "" {
+		t.Fatalf("interval/none trigger (no task) must produce no header, got %q", h)
+	}
+	// An interval fire's message must pass through untouched.
+	item := triggeredRun{message: "定时触发正文"}
+	if finalTriggerMessage(item) != "定时触发正文" {
+		t.Fatalf("interval fire message must pass through unchanged")
+	}
+}
+
+func TestTaskContextHeaderTruncatesLongGoal(t *testing.T) {
+	huge := strings.Repeat("很", 5000)
+	h := taskContextHeader(72, "d", huge)
+	if len([]rune(h)) > 800 { // 200 desc + 500 goal + 截断标记/装饰，远小于 5000
+		t.Fatalf("header should be bounded even for a huge goal, got %d runes", len([]rune(h)))
+	}
+}