code-utils/ai.go

package main

// ai.go 实现 AI 分析编排：会话/消息存储、场景化提示词构建、
// 通过 service/ai 工厂创建 Provider 并以 "ai:stream" 事件流式推送回复。

import (
	"context"
	"encoding/json"
	"errors"
	"fmt"
	"strings"
	"time"

	"view/service/ai"
)

// ---------- 会话与消息存储 ----------

func (s *Store) ListAIConversations(projectID int64) ([]AIConversation, error) {
	q := `SELECT c.id,c.project_id,COALESCE(p.name,''),c.provider,c.title,c.created_at,c.updated_at
		FROM ai_conversations c LEFT JOIN projects p ON p.id=c.project_id`
	args := []any{}
	if projectID > 0 {
		q += ` WHERE c.project_id=?`
		args = append(args, projectID)
	}
	q += ` ORDER BY c.updated_at DESC LIMIT 200`
	rows, e := s.db.Query(q, args...)
	if e != nil {
		return nil, e
	}
	defer rows.Close()
	out := []AIConversation{}
	for rows.Next() {
		var x AIConversation
		if e = rows.Scan(&x.ID, &x.ProjectID, &x.ProjectName, &x.Provider, &x.Title, &x.CreatedAt, &x.UpdatedAt); e != nil {
			return nil, e
		}
		out = append(out, x)
	}
	return out, rows.Err()
}

func (s *Store) CreateAIConversation(projectID int64, provider, title string) (AIConversation, error) {
	now := nowRFC()
	res, e := s.db.Exec(`INSERT INTO ai_conversations(project_id,provider,title,created_at,updated_at) VALUES(?,?,?,?,?)`,
		projectID, provider, title, now, now)
	if e != nil {
		return AIConversation{}, e
	}
	id, _ := res.LastInsertId()
	var name string
	_ = s.db.QueryRow(`SELECT name FROM projects WHERE id=?`, projectID).Scan(&name)
	return AIConversation{ID: id, ProjectID: projectID, ProjectName: name, Provider: provider, Title: title, CreatedAt: now, UpdatedAt: now}, nil
}

func (s *Store) TouchAIConversation(id int64, provider string) {
	_, _ = s.db.Exec(`UPDATE ai_conversations SET updated_at=?,provider=? WHERE id=?`, nowRFC(), provider, id)
}

func (s *Store) DeleteAIConversation(id int64) error {
	if _, e := s.db.Exec(`DELETE FROM ai_messages WHERE conversation_id=?`, id); e != nil {
		return e
	}
	_, e := s.db.Exec(`DELETE FROM ai_conversations WHERE id=?`, id)
	return e
}

func (s *Store) ListAIMessages(conversationID int64) ([]AIMessage, error) {
	rows, e := s.db.Query(`SELECT id,conversation_id,role,content,created_at FROM ai_messages WHERE conversation_id=? ORDER BY id`, conversationID)
	if e != nil {
		return nil, e
	}
	defer rows.Close()
	out := []AIMessage{}
	for rows.Next() {
		var x AIMessage
		if e = rows.Scan(&x.ID, &x.ConversationID, &x.Role, &x.Content, &x.CreatedAt); e != nil {
			return nil, e
		}
		out = append(out, x)
	}
	return out, rows.Err()
}

func (s *Store) AddAIMessage(conversationID int64, role, content string) (AIMessage, error) {
	now := nowRFC()
	res, e := s.db.Exec(`INSERT INTO ai_messages(conversation_id,role,content,created_at) VALUES(?,?,?,?)`, conversationID, role, content, now)
	if e != nil {
		return AIMessage{}, e
	}
	id, _ := res.LastInsertId()
	return AIMessage{ID: id, ConversationID: conversationID, Role: role, Content: content, CreatedAt: now}, nil
}

// ---------- 绑定接口 ----------

func (a *App) ListAIConversations(projectID int64) ([]AIConversation, error) {
	if e := a.ready(); e != nil {
		return nil, e
	}
	return a.store.ListAIConversations(projectID)
}

func (a *App) GetAIMessages(conversationID int64) ([]AIMessage, error) {
	if e := a.ready(); e != nil {
		return nil, e
	}
	return a.store.ListAIMessages(conversationID)
}

func (a *App) DeleteAIConversation(id int64) error {
	if e := a.ready(); e != nil {
		return e
	}
	a.stopAIStream(id)
	return a.store.DeleteAIConversation(id)
}

// StopAIStream 中止指定会话正在进行的流式回复。
func (a *App) StopAIStream(conversationID int64) error {
	a.stopAIStream(conversationID)
	return nil
}

func (a *App) stopAIStream(conversationID int64) {
	a.mu.Lock()
	cancel := a.aiStreams[conversationID]
	delete(a.aiStreams, conversationID)
	a.mu.Unlock()
	if cancel != nil {
		cancel()
	}
}

// aiStreamEvent 是 "ai:stream" 事件载荷。
type aiStreamEvent struct {
	ConversationID int64  `json:"conversationId"`
	Delta          string `json:"delta,omitempty"`
	Done           bool   `json:"done,omitempty"`
	Error          string `json:"error,omitempty"`
	MessageID      int64  `json:"messageId,omitempty"`
}

// SendAIMessage 发送一条用户消息并启动流式回复。
// conversationID 为 0 时自动创建会话；scenario: chat | project | git | todo | ticket。
func (a *App) SendAIMessage(conversationID, projectID int64, scenario, content string) (AIConversation, error) {
	if e := a.ready(); e != nil {
		return AIConversation{}, e
	}
	content = strings.TrimSpace(content)
	if content == "" {
		return AIConversation{}, errors.New("AI_EMPTY_MESSAGE")
	}
	st, e := a.store.Settings()
	if e != nil {
		return AIConversation{}, e
	}
	provider, e := a.aiProvider()
	if e != nil {
		return AIConversation{}, e
	}
	if e := a.checkAIPolicy(); e != nil {
		return AIConversation{}, e
	}

	var conv AIConversation
	if conversationID == 0 {
		title := content
		if r := []rune(title); len(r) > 40 {
			title = string(r[:40]) + "…"
		}
		conv, e = a.store.CreateAIConversation(projectID, provider.Name(), title)
		if e != nil {
			return AIConversation{}, e
		}
	} else {
		convs, _ := a.store.ListAIConversations(0)
		for _, c := range convs {
			if c.ID == conversationID {
				conv = c
				break
			}
		}
		if conv.ID == 0 {
			return AIConversation{}, errors.New("AI_CONVERSATION_NOT_FOUND")
		}
		projectID = conv.ProjectID
	}

	a.mu.Lock()
	if _, running := a.aiStreams[conv.ID]; running {
		a.mu.Unlock()
		return conv, errors.New("AI_STREAM_RUNNING")
	}
	ctx, cancel := context.WithCancel(a.ctx)
	a.aiStreams[conv.ID] = cancel
	a.mu.Unlock()

	// 组装消息：场景系统提示词 + 最近历史 + 本条用户消息。
	history, _ := a.store.ListAIMessages(conv.ID)
	msgs := []ai.Message{{Role: "system", Content: a.buildAIContext(projectID, scenario, st.Locale)}}
	if len(history) > 20 {
		history = history[len(history)-20:]
	}
	for _, m := range history {
		msgs = append(msgs, ai.Message{Role: m.Role, Content: m.Content})
	}
	msgs = append(msgs, ai.Message{Role: "user", Content: content})
	if _, e = a.store.AddAIMessage(conv.ID, "user", content); e != nil {
		a.stopAIStream(conv.ID)
		return conv, e
	}
	a.store.TouchAIConversation(conv.ID, provider.Name())

	go a.runAIStream(ctx, provider, conv.ID, msgs)
	return conv, nil
}

// runAIStream 消费 Provider 流并转发到前端，结束后落库助手回复。
func (a *App) runAIStream(ctx context.Context, provider ai.Provider, convID int64, msgs []ai.Message) {
	defer a.stopAIStream(convID)
	stream, e := provider.ChatStream(ctx, msgs)
	if e != nil {
		a.store.Log("error", "AI", "AI 请求失败", e.Error())
		a.emit("ai:stream", aiStreamEvent{ConversationID: convID, Error: e.Error(), Done: true})
		return
	}
	var sb strings.Builder
	var usage *ai.Usage
	for chunk := range stream {
		if chunk.Usage != nil {
			usage = chunk.Usage
		}
		if chunk.Err != nil {
			// 已有部分内容则保留落库，方便用户继续。
			if sb.Len() > 0 {
				if m, e2 := a.store.AddAIMessage(convID, "assistant", sb.String()); e2 == nil {
					a.emit("ai:stream", aiStreamEvent{ConversationID: convID, Error: chunk.Err.Error(), Done: true, MessageID: m.ID})
					return
				}
			}
			a.emit("ai:stream", aiStreamEvent{ConversationID: convID, Error: chunk.Err.Error(), Done: true})
			return
		}
		if chunk.Content == "" {
			continue
		}
		sb.WriteString(chunk.Content)
		a.emit("ai:stream", aiStreamEvent{ConversationID: convID, Delta: chunk.Content})
	}
	if ctx.Err() != nil && sb.Len() == 0 {
		a.emit("ai:stream", aiStreamEvent{ConversationID: convID, Error: "AI_CANCELLED", Done: true})
		return
	}
	m, e := a.store.AddAIMessage(convID, "assistant", sb.String())
	if e != nil {
		a.emit("ai:stream", aiStreamEvent{ConversationID: convID, Error: e.Error(), Done: true})
		return
	}
	if usage != nil {
		go a.reportAIUsage(provider.Name(), usage.PromptTokens, usage.CompletionTokens, usage.Estimated)
	}
	a.store.TouchAIConversation(convID, provider.Name())
	a.emit("ai:stream", aiStreamEvent{ConversationID: convID, Done: true, MessageID: m.ID})
}

// ---------- 模块 AI 介绍（分析完成后异步生成，按项目+模块存最新一份） ----------

func (s *Store) GetAISummaries(projectID int64) ([]AISummary, error) {
	// projectID=0 表示工作台全局简报（今日规划/下班日报），存于 day_briefs。
	q, args := `SELECT project_id,kind,content,provider,generated_at FROM ai_summaries WHERE project_id=?`, []any{projectID}
	if projectID == 0 {
		q, args = `SELECT 0,kind,content,provider,generated_at FROM day_briefs`, nil
	}
	rows, e := s.db.Query(q, args...)
	if e != nil {
		return nil, e
	}
	defer rows.Close()
	out := []AISummary{}
	for rows.Next() {
		var x AISummary
		if e = rows.Scan(&x.ProjectID, &x.Kind, &x.Content, &x.Provider, &x.GeneratedAt); e != nil {
			return nil, e
		}
		// 兜底清理历史坏数据：早期版本可能存入了带围栏的原始回答。
		x.Content = stripFence(x.Content)
		out = append(out, x)
	}
	return out, rows.Err()
}

func (s *Store) SaveAISummary(projectID int64, kind, provider, content string) error {
	if projectID == 0 {
		_, e := s.db.Exec(`INSERT INTO day_briefs(kind,provider,content,generated_at) VALUES(?,?,?,?)
			ON CONFLICT(kind) DO UPDATE SET content=excluded.content,provider=excluded.provider,generated_at=excluded.generated_at`,
			kind, provider, content, nowRFC())
		return e
	}
	_, e := s.db.Exec(`INSERT INTO ai_summaries(project_id,kind,provider,content,generated_at) VALUES(?,?,?,?,?)
		ON CONFLICT(project_id,kind) DO UPDATE SET content=excluded.content,provider=excluded.provider,generated_at=excluded.generated_at`,
		projectID, kind, provider, content, nowRFC())
	return e
}

func (a *App) GetAISummaries(projectID int64) ([]AISummary, error) {
	if e := a.ready(); e != nil {
		return nil, e
	}
	return a.store.GetAISummaries(projectID)
}

// RegenerateAISummary 手动重新生成某个模块的 AI 介绍（后台执行，完成后发 ai:summary 事件）。
func (a *App) RegenerateAISummary(projectID int64, kind string) error {
	if e := a.ready(); e != nil {
		return e
	}
	if kind != "project" && kind != "git" && kind != "structure" && kind != "insights" && kind != "dayplan" && kind != "dayreport" && !scopeSummaryKinds[kind] {
		return errors.New("AI_SUMMARY_KIND_INVALID")
	}
	if _, e := a.aiProvider(); e != nil {
		return e
	}
	go a.generateAISummaries(projectID, kind)
	return nil
}

// aiProvider 按当前设置创建 Provider；未配置 Key 时返回 AI_NO_KEY。
func (a *App) aiProvider() (ai.Provider, error) {
	st, e := a.store.Settings()
	if e != nil {
		return nil, e
	}
	key := st.SparkKey
	if st.AIProvider == ai.ProviderDeepSeek {
		key = st.DeepSeekKey
	}
	return ai.New(st.AIProvider, key)
}

// aiSummarySem 全局串行生成，避免批量分析后并发打爆免费额度接口。
var aiSummarySem = make(chan struct{}, 1)

// aiSummaryEvent 是 "ai:summary" 事件载荷。
type aiSummaryEvent struct {
	ProjectID int64  `json:"projectId"`
	Kind      string `json:"kind"`
	Error     string `json:"error,omitempty"`
}

// stripFence 去掉包裹全文的代码围栏（模型偶尔把整段回答包进 ```markdown 中，
// 甚至只输出开头围栏忘了闭合——这种孤立围栏也要剥掉，否则整段被渲染成代码块）。
func stripFence(s string) string {
	if !strings.HasPrefix(s, "```") {
		return s
	}
	lines := strings.Split(s, "\n")
	last := len(lines) - 1
	for last > 0 && strings.TrimSpace(lines[last]) == "" {
		last--
	}
	if last >= 1 && strings.TrimSpace(lines[last]) == "```" {
		return strings.TrimSpace(strings.Join(lines[1:last], "\n"))
	}
	return strings.TrimSpace(strings.Join(lines[1:], "\n"))
}

// dedentCommon 去除各行公共的行首空白，避免模型输出整体缩进被 Markdown 误判为代码块。
func dedentCommon(s string) string {
	lines := strings.Split(s, "\n")
	common := -1
	for _, ln := range lines {
		t := strings.TrimLeft(ln, " \t")
		if t == "" {
			continue
		}
		n := len(ln) - len(t)
		if common < 0 || n < common {
			common = n
		}
		if common == 0 {
			return s
		}
	}
	if common <= 0 {
		return s
	}
	for i, ln := range lines {
		if len(ln) >= common {
			lines[i] = ln[common:]
		} else {
			lines[i] = strings.TrimLeft(ln, " \t")
		}
	}
	return strings.Join(lines, "\n")
}

// summaryInstruction 摘要指令：与聊天场景共用数据上下文，但任务改为生成简介。
func summaryInstruction(kind, locale string) string {
	if s, ok := scopeInstruction(kind, locale); ok {
		return s
	}
	if locale == "en" {
		switch kind {
		case "git":
			return "Based on the data above, write a concise Git overview of this project (within 120 words): collaboration structure, activity trend and risky hotspots. Output Markdown text only, no headings."
		case "structure":
			return "Based on the data above, write a concise overview of this project's directory layout (within 120 words): module organization, size distribution and large-file risks. Output Markdown text only, no headings."
		case "insights":
			return "Based on the data above, write a concise health-check summary (within 120 words): health score, main issue types and what to fix first. Output Markdown text only, no headings."
		case "dayplan":
			return "Based on the todos and tickets above, plan my work day: sort by priority and due time, split into Morning and Afternoon, one line per item with a short reason (overdue, due today, high priority); end with one line about the biggest risk. Output a Markdown list, no big headings."
		case "dayreport":
			return "Based on today's activity above, write a first-person end-of-day report (one paragraph, 100-200 words, ready to paste into a work chat): what I completed, what is in progress, and what carries over to tomorrow. Output plain text, no headings or lists."
		}
		return "Based on the data above, write a concise project introduction (within 120 words): what it is, tech stack, scale and code health. Output Markdown text only, no headings."
	}
	switch kind {
	case "git":
		return "基于以上数据，用不超过 150 字写一段该项目的 Git 协作介绍：贡献结构、活跃趋势、高风险热点。直接输出 Markdown 正文，不要标题。"
	case "structure":
		return "基于以上数据，用不超过 150 字介绍该项目的目录结构与文件组织：模块划分、体积分布、大文件风险。直接输出 Markdown 正文，不要标题。"
	case "insights":
		return "基于以上数据，用不超过 150 字总结该项目的健康检查结果：健康分、主要问题类型与整改优先级。直接输出 Markdown 正文，不要标题。"
	case "dayplan":
		return "基于以上待办与工单，为我制定今天的工作规划：按优先级和截止时间排序，分【上午】【下午】两个时段，每项一行并注明理由（如已逾期、今天截止、高优先级）；最后用一行提示最需要警惕的风险。只能引用上面列出的条目，不要编造任务。直接输出 Markdown 列表，不要大标题。"
	case "dayreport":
		return "基于以上今天的工作记录，用第一人称写一段 100~200 字的下班日报（一个自然段，适合直接粘贴到工作群）：概述今天完成了哪些事项、推进中的事项，以及遗留或需要明天跟进的内容。只能引用上面列出的记录，不要编造。直接输出正文，不要标题和列表。"
	}
	return "基于以上数据，用不超过 150 字写一段项目介绍：项目定位、技术栈、代码规模与质量状况。直接输出 Markdown 正文，不要标题。"
}

// staticDayBrief 数据为空时的固定文案：避免模型在无数据时凭空编造任务。
func (a *App) staticDayBrief(kind, locale string) (string, bool) {
	switch kind {
	case "dayplan":
		todos, _ := a.store.ListTodos("all", 0)
		tickets, _ := a.store.ListTickets("all", 0)
		for _, x := range todos {
			if x.Status != "done" {
				return "", false
			}
		}
		for _, x := range tickets {
			if x.Status != "resolved" && x.Status != "closed" {
				return "", false
			}
		}
		if locale == "en" {
			return "No open todos or tickets today — enjoy the free time or plan something new.", true
		}
		return "今天没有待处理的待办或工单，可以安排一些新的计划，或者好好休息一下。", true
	case "dayreport":
		today := time.Now().Format("2006-01-02")
		todos, _ := a.store.ListTodos("all", 0)
		tickets, _ := a.store.ListTickets("all", 0)
		hasEvent := func(history string) bool {
			var list []histEntry
			if json.Unmarshal([]byte(history), &list) != nil {
				return false
			}
			for _, h := range list {
				if ts, e := time.Parse(time.RFC3339, h.At); e == nil && ts.Local().Format("2006-01-02") == today {
					return true
				}
			}
			return false
		}
		for _, x := range todos {
			if hasEvent(x.History) {
				return "", false
			}
		}
		for _, x := range tickets {
			if hasEvent(x.History) {
				return "", false
			}
		}
		if locale == "en" {
			return "No todo or ticket activity recorded today, so there is nothing to report yet.", true
		}
		return "今天还没有记录到待办或工单的状态变化，暂时没有可总结的内容。", true
	}
	return "", false
}

// generateAISummaries 依次为指定模块生成 AI 介绍并落库；未配置 Key 时静默跳过。
func (a *App) generateAISummaries(projectID int64, kinds ...string) {
	provider, e := a.aiProvider()
	if e != nil {
		return
	}
	if e := a.checkAIPolicy(); e != nil {
		return
	}
	st, _ := a.store.Settings()
	aiSummarySem <- struct{}{}
	defer func() { <-aiSummarySem }()
	for _, kind := range kinds {
		// 无数据的全局简报直接落固定文案，不浪费一次注定编造的模型调用。
		if content, ok := a.staticDayBrief(kind, st.Locale); ok {
			if e := a.store.SaveAISummary(projectID, kind, "system", content); e == nil {
				a.emit("ai:summary", aiSummaryEvent{ProjectID: projectID, Kind: kind})
			}
			continue
		}
		msgs := []ai.Message{
			{Role: "system", Content: a.buildAIContext(projectID, kind, st.Locale)},
			{Role: "user", Content: summaryInstruction(kind, st.Locale)},
		}
		ctx, cancel := context.WithTimeout(a.ctx, 2*time.Minute)
		stream, se := provider.ChatStream(ctx, msgs)
		if se != nil {
			cancel()
			a.store.Log("warning", "AI", "AI 模块介绍生成失败", se.Error())
			a.emit("ai:summary", aiSummaryEvent{ProjectID: projectID, Kind: kind, Error: se.Error()})
			continue
		}
		var sb strings.Builder
		var streamErr error
		for chunk := range stream {
			if chunk.Err != nil {
				streamErr = chunk.Err
				break
			}
			sb.WriteString(chunk.Content)
		}
		cancel()
		if streamErr != nil || sb.Len() == 0 {
			msg := "empty response"
			if streamErr != nil {
				msg = streamErr.Error()
			}
			a.store.Log("warning", "AI", "AI 模块介绍生成失败", msg)
			a.emit("ai:summary", aiSummaryEvent{ProjectID: projectID, Kind: kind, Error: msg})
			continue
		}
		if e := a.store.SaveAISummary(projectID, kind, provider.Name(), dedentCommon(stripFence(strings.TrimSpace(sb.String())))); e != nil {
			a.store.Log("warning", "AI", "AI 模块介绍保存失败", e.Error())
			continue
		}
		a.store.Log("info", "AI", "AI 模块介绍已更新", fmt.Sprintf("project=%d kind=%s", projectID, kind))
		a.emit("ai:summary", aiSummaryEvent{ProjectID: projectID, Kind: kind})
	}
}

// ---------- 场景化提示词 ----------

// dayEvent 是今天发生的一次状态变化（用于下班日报）。
type dayEvent struct {
	kind, title, project, status, at string
}

// writeDayContext 聚合“今天”的待办/工单数据（dayplan 看待处理项，dayreport 看今天的轨迹）。
func (a *App) writeDayContext(b *strings.Builder, scenario string) {
	now := time.Now()
	weekdays := []string{"周日", "周一", "周二", "周三", "周四", "周五", "周六"}
	today := now.Format("2006-01-02")
	fmt.Fprintf(b, "\n## 今天\n- 日期：%s（%s），现在时间 %s\n", today, weekdays[int(now.Weekday())], now.Format("15:04"))

	todos, _ := a.store.ListTodos("all", 0)
	tickets, _ := a.store.ListTickets("all", 0)

	if scenario == "dayplan" {
		b.WriteString("\n## 待处理的待办\n")
		n := 0
		for _, x := range todos {
			if x.Status == "done" || n >= 25 {
				continue
			}
			n++
			fmt.Fprintf(b, "- [%s|%s] %s（截止 %s，项目 %s）%s\n", x.Status, x.Priority, x.Title, orDash(x.DueAt), orDash(x.ProjectName), dueFlag(x.DueAt, today))
		}
		if n == 0 {
			b.WriteString("- 无\n")
		}
		b.WriteString("\n## 待处理的工单\n")
		n = 0
		for _, x := range tickets {
			if x.Status == "resolved" || x.Status == "closed" || n >= 25 {
				continue
			}
			n++
			fmt.Fprintf(b, "- [%s|%s] %s（截止 %s，项目 %s）%s\n", x.Status, x.Priority, x.Title, orDash(x.DueAt), orDash(x.ProjectName), dueFlag(x.DueAt, today))
		}
		if n == 0 {
			b.WriteString("- 无\n")
		}
		return
	}

	// dayreport：从生命周期轨迹里筛出今天发生的状态变化
	var events []dayEvent
	collect := func(kind, title, project, history string) {
		var list []histEntry
		if json.Unmarshal([]byte(history), &list) != nil {
			return
		}
		for _, h := range list {
			ts, e := time.Parse(time.RFC3339, h.At)
			if e != nil || ts.Local().Format("2006-01-02") != today {
				continue
			}
			events = append(events, dayEvent{kind: kind, title: title, project: project, status: h.Status, at: ts.Local().Format("15:04")})
		}
	}
	for _, x := range todos {
		collect("待办", x.Title, x.ProjectName, x.History)
	}
	for _, x := range tickets {
		collect("工单", x.Title, x.ProjectName, x.History)
	}
	b.WriteString("\n## 今天的工作记录（按状态变化）\n")
	if len(events) == 0 {
		b.WriteString("- 今天没有记录到状态变化\n")
	}
	for i, ev := range events {
		if i >= 40 {
			break
		}
		fmt.Fprintf(b, "- %s %s「%s」→ %s（项目 %s）\n", ev.at, ev.kind, ev.title, ev.status, orDash(ev.project))
	}
	b.WriteString("\n状态说明：open=新建/待开始，doing/in_progress=开始处理，done/resolved=完成，closed=关闭。\n")
}

func orDash(s string) string {
	if strings.TrimSpace(s) == "" {
		return "无"
	}
	return s
}

// dueFlag 给截止时间补充“已逾期/今天截止”标记，帮助模型排优先级。
func dueFlag(due, today string) string {
	if due == "" {
		return ""
	}
	d := due
	if len(d) > 10 {
		d = d[:10]
	}
	switch {
	case d < today:
		return "【已逾期】"
	case d == today:
		return "【今天截止】"
	}
	return ""
}

// buildAIContext 按场景聚合项目数据生成系统提示词。
func (a *App) buildAIContext(projectID int64, scenario, locale string) string {
	var b strings.Builder
	if locale == "en" {
		b.WriteString("You are the built-in AI analyst of 年糕崽崽 PMS, a local code statistics and project workbench app. Answer in English, be specific and actionable, use Markdown.\n")
	} else {
		b.WriteString("你是代码统计与项目工作台应用「年糕崽崽 PMS」的内置 AI 分析师。请用中文回答，结论要具体、可执行，使用 Markdown 排版。\n")
	}
	// 工作台全局场景：不依赖具体项目，聚合今天的待办与工单。
	if scenario == "dayplan" || scenario == "dayreport" {
		a.writeDayContext(&b, scenario)
		return b.String()
	}
	// 页面级全局总结：启动台 / 日志 / 日历 / 配置 / 笔记。
	if scopeSummaryKinds[scenario] {
		a.writeScopeContext(&b, scenario)
		return b.String()
	}
	if projectID <= 0 {
		return b.String()
	}
	p, e := a.store.GetProject(projectID)
	if e != nil || p.ID == 0 {
		return b.String()
	}
	fmt.Fprintf(&b, "\n## 项目基础信息\n- 名称: %s\n- 路径: %s\n- 描述: %s\n- 代码行: %d（代码 %d / 注释 %d / 空行 %d）\n- 文件数: %d\n- 提交数: %d，贡献者: %d\n- 最近分析: %s\n",
		p.Name, p.Path, p.Description, p.Stats.TotalLines, p.Stats.CodeLines, p.Stats.CommentLines, p.Stats.BlankLines, p.Stats.FileCount, p.Stats.CommitCount, p.Stats.ContributorCount, p.Stats.LastAnalyzed)

	if len(p.Languages) > 0 {
		b.WriteString("\n## 语言分布\n")
		for i, l := range p.Languages {
			if i >= 12 {
				break
			}
			fmt.Fprintf(&b, "- %s: %d 文件, 代码 %d 行, 注释 %d 行\n", l.Name, l.Files, l.Code, l.Comments)
		}
	}

	switch scenario {
	case "project":
		if st, e := a.store.Structure(projectID); e == nil {
			b.WriteString("\n## 目录结构概览\n")
			for i, f := range st.Folders {
				if i >= 10 {
					break
				}
				fmt.Fprintf(&b, "- 目录 %s: %d 文件, %d 字节\n", f.Name, f.Files, f.Size)
			}
			for i, f := range st.LargeFiles {
				if i >= 8 {
					break
				}
				fmt.Fprintf(&b, "- 大文件 %s: %d 字节\n", f.Path, f.Size)
			}
		}
		if ins, e := a.store.Insights(projectID); e == nil && len(ins.Issues) > 0 {
			fmt.Fprintf(&b, "\n## 静态洞察（健康分 %d）\n", ins.HealthScore)
			for i, x := range ins.Issues {
				if i >= 12 {
					break
				}
				fmt.Fprintf(&b, "- [%s] %s：%s（%s）\n", x.Severity, x.Title, x.Detail, x.Path)
			}
		}
		b.WriteString("\n任务：基于以上数据分析该项目的技术栈、代码规模与质量风险，并给出改进建议。\n")
	case "git":
		if g, e := a.store.GitStats(projectID); e == nil {
			fmt.Fprintf(&b, "\n## Git 概览\n- 分支: %s，提交 %d，+%d/-%d 行\n", g.CurrentBranch, g.CommitCount, g.Added, g.Deleted)
			b.WriteString("\n## 贡献者\n")
			for i, c := range g.Contributors {
				if i >= 10 {
					break
				}
				fmt.Fprintf(&b, "- %s: %d 次提交, +%d/-%d\n", c.Name, c.Commits, c.Added, c.Deleted)
			}
			b.WriteString("\n## 最近提交\n")
			for i, c := range g.Commits {
				if i >= 15 {
					break
				}
				fmt.Fprintf(&b, "- %s %s（%s）\n", c.Date, c.Message, c.Author)
			}
			if len(g.Hotspots) > 0 {
				b.WriteString("\n## 高频变更文件\n")
				for i, h := range g.Hotspots {
					if i >= 10 {
						break
					}
					fmt.Fprintf(&b, "- %s: %d 次变更, +%d/-%d\n", h.Path, h.Changes, h.Added, h.Deleted)
				}
			}
		}
		b.WriteString("\n任务：分析该项目的 Git 贡献情况：贡献结构是否健康、活跃度趋势、高风险热点文件，并给出协作改进建议。\n")
	case "structure":
		if st, e := a.store.Structure(projectID); e == nil {
			fmt.Fprintf(&b, "\n## 目录结构\n- 总文件 %d，总目录 %d，总大小 %d 字节\n", st.TotalFiles, st.TotalDirs, st.TotalSize)
			for i, f := range st.Folders {
				if i >= 14 {
					break
				}
				fmt.Fprintf(&b, "- 目录 %s: %d 文件, %d 字节\n", f.Name, f.Files, f.Size)
			}
			if len(st.LargeFiles) > 0 {
				b.WriteString("\n## 大文件\n")
				for i, f := range st.LargeFiles {
					if i >= 10 {
						break
					}
					fmt.Fprintf(&b, "- %s: %d 字节\n", f.Path, f.Size)
				}
			}
			if len(st.Extensions) > 0 {
				b.WriteString("\n## 扩展名分布\n")
				for i, x := range st.Extensions {
					if i >= 12 {
						break
					}
					fmt.Fprintf(&b, "- %s: %d 文件, %d 字节\n", x.Extension, x.Files, x.Size)
				}
			}
		}
		b.WriteString("\n任务：分析该项目的目录组织与模块划分是否合理，指出体积集中点与大文件风险，并给出精简建议。\n")
	case "insights":
		ins, e := a.store.Insights(projectID)
		if e != nil {
			// 从未做过检查时现算一次，避免 AI 在无数据下臆造
			ins, e = a.RefreshProjectInsights(projectID)
		}
		if e == nil {
			fmt.Fprintf(&b, "\n## 静态检查（健康分 %d）\n- 高危 %d / 中危 %d / 低危 %d，TODO 标记 %d，超长文件 %d，大文件 %d\n",
				ins.HealthScore, ins.Summary.High, ins.Summary.Medium, ins.Summary.Low, ins.Summary.TodoCount, ins.Summary.LongFiles, ins.Summary.LargeFiles)
			for i, x := range ins.Issues {
				if i >= 20 {
					break
				}
				fmt.Fprintf(&b, "- [%s|%s] %s：%s（%s）建议：%s\n", x.Severity, x.Type, x.Title, x.Detail, x.Path, x.Suggestion)
			}
		}
		b.WriteString("\n任务：解读这些检查结果：整体健康状况、最需要优先处理的问题类别与整改顺序建议。\n")
	case "todo":
		todos, _ := a.store.ListTodos("all", projectID)
		b.WriteString("\n## 项目待办\n")
		if len(todos) == 0 {
			b.WriteString("（暂无待办）\n")
		}
		for i, t := range todos {
			if i >= 30 {
				break
			}
			fmt.Fprintf(&b, "- [%s|%s] %s（截止 %s）%s\n", t.Status, t.Priority, t.Title, t.DueAt, t.Content)
		}
		b.WriteString("\n任务：分析这些待办的优先级排布是否合理，识别逾期风险，给出本周执行顺序建议。\n")
	case "ticket":
		tickets, _ := a.store.ListTickets("all", projectID)
		b.WriteString("\n## 项目工单\n")
		if len(tickets) == 0 {
			b.WriteString("（暂无工单）\n")
		}
		for i, t := range tickets {
			if i >= 30 {
				break
			}
			fmt.Fprintf(&b, "- [%s|%s|%s] %s（%s ~ %s）%s\n", t.Type, t.Status, t.Priority, t.Title, t.StartAt, t.DueAt, t.Description)
		}
		b.WriteString("\n任务：从需求管理角度分析这些工单：排期是否合理、类型分布、阻塞风险，并给出处理顺序与拆解建议。\n")
	}
	return b.String()
}