Update config.yaml

README.md

@@ -113,6 +113,7 @@ CyberStrikeAI is an **AI-native security testing platform** built in Go. It inte
 - 🔒 Password-protected web UI, audit logs, and SQLite persistence
 - 📚 Knowledge base (RAG) with embedding-based vector retrieval (cosine similarity), optional **Eino Compose** indexing pipeline, and configurable post-retrieval budgets / reranking hooks
 - 📁 Conversation grouping with pinning, rename, and batch management
+- 📂 **Project management**: group conversations and vulnerabilities by project; **shared facts** (project blackboard) persist cross-session context (targets, env, auth notes) with auto-injection for agents and MCP tools (`upsert_project_fact`, `get_project_fact`, …)
 - 🛡️ Vulnerability management with CRUD operations, severity tracking, status workflow, and statistics
 - 📋 Batch task management: create task queues, add multiple tasks, and execute them sequentially
 - 🎭 Role-based testing: predefined security testing roles (Penetration Testing, CTF, Web App Scanning, etc.) with custom prompts and tool restrictions
@@ -285,7 +286,7 @@ Requirements / tips:
   - **Supervisor orchestrator**: fixed name **`orchestrator-supervisor.md`** (plus optional `orchestrator_instruction_supervisor`); requires at least one sub-agent.
   - **Sub-agents** (for **deep** / **supervisor**): other `*.md` files (YAML front matter + body). Not used as **`task`** targets if marked orchestrator-only.
 - **Management** – Web UI: **Agents → Agent management**; API `/api/multi-agent/markdown-agents`.
-- **Config** – `multi_agent` in `config.yaml`: `enabled`, `default_mode`, `robot_use_multi_agent`, `batch_use_multi_agent`, `max_iteration`, `plan_execute_loop_max_iterations`, per-mode orchestrator instruction fields, optional YAML `sub_agents` merged with disk (`id` clash → Markdown wins), **`eino_skills`**, **`eino_middleware`** (optional ADK middleware and Deep/Supervisor tuning).
+- **Config** – `multi_agent` in `config.yaml`: `enabled`, `robot_default_agent_mode`, `batch_use_multi_agent`, `max_iteration`, `plan_execute_loop_max_iterations`, per-mode orchestrator instruction fields, optional YAML `sub_agents` merged with disk (`id` clash → Markdown wins), **`eino_skills`**, **`eino_middleware`** (optional ADK middleware and Deep/Supervisor tuning).
 - **Details** – **[docs/MULTI_AGENT_EINO.md](docs/MULTI_AGENT_EINO.md)** (streaming, robots, batch, middleware caveats).
 
 ### Skills System (Agent Skills + Eino)
@@ -536,7 +537,7 @@ agents_dir: "agents"  # Multi-agent Markdown definitions (orchestrator + sub-age
 multi_agent:
   enabled: false
   default_mode: "single"   # single | multi (UI default when multi-agent is enabled)
-  robot_use_multi_agent: false
+  robot_default_agent_mode: react
   batch_use_multi_agent: false
   orchestrator_instruction: ""  # Deep; used when orchestrator.md body is empty
   # orchestrator_instruction_plan_execute / orchestrator_instruction_supervisor optional

README_CN.md

@@ -112,6 +112,7 @@ CyberStrikeAI 是一款 **AI 原生安全测试平台**，基于 Go 构建，集
 - 🔒 Web 登录保护、审计日志、SQLite 持久化
 - 📚 知识库（RAG）：向量嵌入与余弦相似度检索（与 Eino `retriever.Retriever` 语义一致），可选 **Eino Compose** 索引流水线及检索后处理（预算、重排等配置项）
 - 📁 对话分组管理：支持分组创建、置顶、重命名、删除等操作
+- 📂 **项目管理**：按项目归类对话与漏洞；**共享事实**（项目黑板）在多会话间沉淀目标/环境/认证等认知，自动注入 Agent 上下文，支持 MCP 工具读写（`upsert_project_fact`、`get_project_fact` 等）
 - 🛡️ 漏洞管理功能：完整的漏洞 CRUD 操作，支持严重程度分级、状态流转、按对话/严重程度/状态过滤，以及统计看板
 - 📋 批量任务管理：创建任务队列，批量添加任务，依次顺序执行，支持任务编辑与状态跟踪
 - 🎭 角色化测试：预设安全测试角色（渗透测试、CTF、Web 应用扫描等），支持自定义提示词和工具限制
@@ -283,7 +284,7 @@ go build -o cyberstrike-ai cmd/server/main.go
   - **Supervisor 主代理**：固定 **`orchestrator-supervisor.md`**（另可配 `orchestrator_instruction_supervisor`）；至少需一名子代理。
   - **子代理**（**deep** / **supervisor**）：其余 `*.md`；标成 orchestrator 的不会进入 `task` 列表。
 - **界面管理**：**Agents → Agent 管理**；API `/api/multi-agent/markdown-agents`。
-- **配置项**：`multi_agent`：`enabled`、`default_mode`、`robot_use_multi_agent`、`batch_use_multi_agent`、`max_iteration`、`plan_execute_loop_max_iterations`、各模式 orchestrator 指令字段、可选 YAML `sub_agents` 与目录合并（同 `id` → Markdown 优先）、**`eino_skills`**、**`eino_middleware`**。
+- **配置项**：`multi_agent`：`enabled`、`robot_default_agent_mode`、`batch_use_multi_agent`、`max_iteration`、`plan_execute_loop_max_iterations`、各模式 orchestrator 指令字段、可选 YAML `sub_agents` 与目录合并（同 `id` → Markdown 优先）、**`eino_skills`**、**`eino_middleware`**。
 - **更多细节**：[docs/MULTI_AGENT_EINO.md](docs/MULTI_AGENT_EINO.md)（流式、机器人、批量、中间件差异）。
 
 ### Skills 技能系统（Agent Skills + Eino）
@@ -534,7 +535,7 @@ agents_dir: "agents"  # 多代理 Markdown（主代理 orchestrator.md + 子代
 multi_agent:
   enabled: false
   default_mode: "single"   # single | multi（开启多代理时的界面默认模式）
-  robot_use_multi_agent: false
+  robot_default_agent_mode: react
   batch_use_multi_agent: false
   orchestrator_instruction: ""  # Deep；orchestrator.md 正文为空时使用
   # orchestrator_instruction_plan_execute / orchestrator_instruction_supervisor 可选

agents/attack-surface-enumeration.md

@@ -61,4 +61,8 @@ max_iterations: 0
 5) Follow-up Verification Plan（后续验证建议）
 - 对每个优先条目：建议由哪个阶段子代理接手、需要补测的最小证据集
 
-输出后直接结束。遇到证据不足的条目标注为“需要补证据”。 
+## 边渗透边记录
+
+- **边渗透边记录（强制节奏）**：勿等会话结束或收尾再批量写入。每**确认**一条新认知（开放端口/服务版本、入口路径、认证态或凭据特征、可利用点或攻击面变化）后，**立即**调用 `upsert_project_fact`（同 fact_key 覆盖更新）。每**验证**出一条可复现漏洞（含 POC/影响）后，**立即**调用 `record_vulnerability`；与事实可各记一次。继续下一步工作前优先落库，避免上下文压缩后细节丢失。未绑项目时说明无法写黑板，仍在本轮保留证据摘要。若工具集中无上述工具，须在交付物末尾给出「待落库」结构化条目（fact_key 建议、summary、body/POC 要点），供协调者**立即**写入。
+
+输出后直接结束。遇到证据不足的条目标注为“需要补证据”。

agents/cleanup-rollback.md

@@ -51,4 +51,8 @@ max_iterations: 0
 - 可能仍残留的风险类别与建议监控方式（只做高层建议）
 
 4) Handoff to Reporting（交接给报告的要点）
-- 报告里应包含哪些字段以证明“合规清理”。 
+- 报告里应包含哪些字段以证明“合规清理”。
+
+## 边渗透边记录
+
+- **边渗透边记录（强制节奏）**：勿等会话结束或收尾再批量写入。每**确认**一条新认知（开放端口/服务版本、入口路径、认证态或凭据特征、可利用点或攻击面变化）后，**立即**调用 `upsert_project_fact`（同 fact_key 覆盖更新）。每**验证**出一条可复现漏洞（含 POC/影响）后，**立即**调用 `record_vulnerability`；与事实可各记一次。继续下一步工作前优先落库，避免上下文压缩后细节丢失。未绑项目时说明无法写黑板，仍在本轮保留证据摘要。若工具集中无上述工具，须在交付物末尾给出「待落库」结构化条目（fact_key 建议、summary、body/POC 要点），供协调者**立即**写入。

agents/engagement-planning.md

@@ -61,4 +61,8 @@ max_iterations: 0
 5) Open Questions（待澄清问题）
 - 不足以继续的关键问题（尽量少而关键）
 
-当你完成以上输出时，直接停止；不要向协调主代理以外的人解释过多背景。将所有不确定性标注为“需要补证据/需要澄清”。 
+当你完成以上输出时，直接停止；不要向协调主代理以外的人解释过多背景。将所有不确定性标注为“需要补证据/需要澄清”。
+
+## 边渗透边记录
+
+- **边渗透边记录（强制节奏）**：勿等会话结束或收尾再批量写入。每**确认**一条新认知（开放端口/服务版本、入口路径、认证态或凭据特征、可利用点或攻击面变化）后，**立即**调用 `upsert_project_fact`（同 fact_key 覆盖更新）。每**验证**出一条可复现漏洞（含 POC/影响）后，**立即**调用 `record_vulnerability`；与事实可各记一次。继续下一步工作前优先落库，避免上下文压缩后细节丢失。未绑项目时说明无法写黑板，仍在本轮保留证据摘要。若工具集中无上述工具，须在交付物末尾给出「待落库」结构化条目（fact_key 建议、summary、body/POC 要点），供协调者**立即**写入。

agents/impact-exfiltration.md

@@ -50,4 +50,8 @@ max_iterations: 0
 - 你要求执行的最小化原则（如不导出明文敏感字段、不保留原始样本等，用描述性语言）
 
 4) Recommended Next Agent（下一步建议）
-- 建议交给 `reporting-remediation` 和 `cleanup-rollback` 的证据输入要点。 
+- 建议交给 `reporting-remediation` 和 `cleanup-rollback` 的证据输入要点。
+
+## 边渗透边记录
+
+- **边渗透边记录（强制节奏）**：勿等会话结束或收尾再批量写入。每**确认**一条新认知（开放端口/服务版本、入口路径、认证态或凭据特征、可利用点或攻击面变化）后，**立即**调用 `upsert_project_fact`（同 fact_key 覆盖更新）。每**验证**出一条可复现漏洞（含 POC/影响）后，**立即**调用 `record_vulnerability`；与事实可各记一次。继续下一步工作前优先落库，避免上下文压缩后细节丢失。未绑项目时说明无法写黑板，仍在本轮保留证据摘要。若工具集中无上述工具，须在交付物末尾给出「待落库」结构化条目（fact_key 建议、summary、body/POC 要点），供协调者**立即**写入。

agents/intel-collection.md

@@ -32,3 +32,7 @@ max_iterations: 0
 - 优先用工具拿可验证事实，标注信息来源与置信度；避免无依据推测。
 - 输出结构化（目标、发现项、证据摘要、建议后续动作），便于协调者合并进总报告。
 - 不执行未授权的入侵或社工骚扰；双用途技术仅用于甲方书面授权场景。
+
+## 边渗透边记录
+
+- **边渗透边记录（强制节奏）**：勿等会话结束或收尾再批量写入。每**确认**一条新认知（开放端口/服务版本、入口路径、认证态或凭据特征、可利用点或攻击面变化）后，**立即**调用 `upsert_project_fact`（同 fact_key 覆盖更新）。每**验证**出一条可复现漏洞（含 POC/影响）后，**立即**调用 `record_vulnerability`；与事实可各记一次。继续下一步工作前优先落库，避免上下文压缩后细节丢失。未绑项目时说明无法写黑板，仍在本轮保留证据摘要。若工具集中无上述工具，须在交付物末尾给出「待落库」结构化条目（fact_key 建议、summary、body/POC 要点），供协调者**立即**写入。

agents/lateral-movement.md

@@ -32,3 +32,7 @@ max_iterations: 0
 - 聚焦：内网拓扑与关键资产推断、凭据与令牌利用、常见横向协议与服务、权限路径与域/云环境注意事项（在工具与可见数据范围内）。
 - 每一步说明假设前提与证据；禁止对未授权网段、生产无关系统或真实用户数据进行操作。
 - 输出结构化：当前据点能力、发现的主机/服务、建议的下一步（可交给其他子代理或主代理编排）、风险与回滚注意点。
+
+## 边渗透边记录
+
+- **边渗透边记录（强制节奏）**：勿等会话结束或收尾再批量写入。每**确认**一条新认知（开放端口/服务版本、入口路径、认证态或凭据特征、可利用点或攻击面变化）后，**立即**调用 `upsert_project_fact`（同 fact_key 覆盖更新）。每**验证**出一条可复现漏洞（含 POC/影响）后，**立即**调用 `record_vulnerability`；与事实可各记一次。继续下一步工作前优先落库，避免上下文压缩后细节丢失。未绑项目时说明无法写黑板，仍在本轮保留证据摘要。若工具集中无上述工具，须在交付物末尾给出「待落库」结构化条目（fact_key 建议、summary、body/POC 要点），供协调者**立即**写入。

agents/opsec-evasion.md

@@ -51,4 +51,8 @@ max_iterations: 0
 - 建议记录哪些证据字段（时间戳、目标、请求摘要、响应摘要、变更清单、回滚确认）
 
 4) Stop & Rollback Criteria（停止与回滚标准）
-- 触发阈值/不可控情况（用描述性语言即可） 
+- 触发阈值/不可控情况（用描述性语言即可）
+
+## 边渗透边记录
+
+- **边渗透边记录（强制节奏）**：勿等会话结束或收尾再批量写入。每**确认**一条新认知（开放端口/服务版本、入口路径、认证态或凭据特征、可利用点或攻击面变化）后，**立即**调用 `upsert_project_fact`（同 fact_key 覆盖更新）。每**验证**出一条可复现漏洞（含 POC/影响）后，**立即**调用 `record_vulnerability`；与事实可各记一次。继续下一步工作前优先落库，避免上下文压缩后细节丢失。未绑项目时说明无法写黑板，仍在本轮保留证据摘要。若工具集中无上述工具，须在交付物末尾给出「待落库」结构化条目（fact_key 建议、summary、body/POC 要点），供协调者**立即**写入。

agents/orchestrator-plan-execute.md

@@ -102,10 +102,34 @@ description: plan_execute 模式下的规划/重规划侧主代理：拆解目
 
 当工具返回错误时，错误信息会包含在工具响应中，请仔细阅读并做出合理的决策。
 
-## 证据与漏洞
+## 证据、黑板与漏洞
 
 - 要求结论有证据支撑（请求/响应、命令输出、可复现步骤）；禁止无依据的确定断言。
-- 发现有效漏洞时，在后续轮次通过 **`record_vulnerability`** 记录（标题、描述、严重程度、类型、目标、POC、影响、修复建议；级别 critical / high / medium / low / info）。
+
+## 项目黑板（事实）与漏洞记录（分离）
+
+当前对话若已绑定项目，系统会自动注入「项目黑板索引」（仅 `fact_key` + 摘要）。**摘要不足时必须调用 `get_project_fact(fact_key)` 获取 body，禁止凭摘要臆造细节。**
+
+- **边渗透边记录（强制节奏）**：勿等会话结束或收尾再批量写入。每**确认**一条新认知（开放端口/服务版本、入口路径、认证态或凭据特征、可利用点或攻击面变化）后，**立即**调用 `upsert_project_fact`（同 fact_key 覆盖更新）。每**验证**出一条可复现漏洞（含 POC/影响）后，**立即**调用 `record_vulnerability`；与事实可各记一次。继续下一步工作前优先落库，避免上下文压缩后细节丢失。未绑项目时说明无法写黑板，仍在本轮保留证据摘要。委派/子任务返回新认知或漏洞时，由协调者及时写入，勿假定子代理已记。
+
+- **环境/目标/认证等认知**（非正式漏洞）：使用 **`upsert_project_fact`**，`fact_key` 建议 `category/slug`（如 `target/primary_domain`），同 key 覆盖更新；body 记端口/版本/凭据特征与证据来源。
+- **发现与利用上下文**（审计复现）：`fact_key` 建议 `finding/`、`chain/`、`exploit/`、`poc/` 前缀；**body 必填**完整攻击链（入口 → 步骤 → 原始请求/响应或命令 → 现象 → 关联 `related_vulnerability_id`），**禁止仅写结论**；summary 写「什么 + 在哪 + 如何验证」一行要点。
+- **可交付漏洞**：使用 **`record_vulnerability`**（标题、描述、严重程度、类型、目标、证明 POC、影响、修复建议）。严重程度 critical / high / medium / low / info。
+- 同一发现可能需**各记一次**（事实记可复现攻击链，漏洞记正式 findings）。误报用 **`deprecate_project_fact`** 或漏洞状态 false_positive。
+- 事实多时用 **`list_project_facts`** / **`search_project_facts`** 检索。
+- **计划步骤须要求执行器落库**：不得在计划中写「会话结束再记录」；每步成功标准应包含「已 upsert 事实或已 record 漏洞（或已输出待落库块）」。
+
+### 事实写入规范（审计复现 / 知识沉淀）
+
+- **summary**：索引用一行，须含「什么 + 在哪 + 如何触发/验证」要点，禁止只写结论（如仅写「存在 SQLi」）。
+- **body**：完整可复现上下文，写入 `upsert_project_fact` 的 body 字段；索引不含 body，后续会话须靠 `get_project_fact` 取回。
+- **category / fact_key 建议**：
+  - 环境认知：`target/`、`auth/`、`infra/`、`business/`（body 用环境模板即可）
+  - 发现与利用：`finding/`、`chain/`、`exploit/`、`poc/`（**必须**用攻击链模板填满 body：入口、逐步攻击链、原始请求/响应或命令、证据、关联漏洞 ID）
+- **与漏洞记录分工**：`record_vulnerability` 记可交付 findings；事实记**复现所需的全部上下文**（含失败尝试、绕过、依赖会话），二者可各记一次。
+- 更新同一发现时保持相同 `fact_key` 覆盖写入，勿散落多个 key 导致上下文丢失。
+
+严重程度：critical / high / medium / low / info。证明须含足够证据（请求响应、截图、命令输出等）。
 
 ## 执行器对用户输出（重要）
 

agents/orchestrator-supervisor.md

@@ -117,9 +117,29 @@ description: supervisor 模式下的协调者：通过 transfer 委派专家子
 3. 期望交付物是否可验收（例如：可复现命令、截图要点、结论段落）？
 4. 是否已明确写出 URL/IP:Port/域名路径与 in-scope 边界（而非“按上文继续”）？
 
-## 漏洞
+## 项目黑板（事实）与漏洞记录（分离）
 
-有效漏洞应通过 **`record_vulnerability`** 记录（含 POC 与严重性）。
+当前对话若已绑定项目，系统会自动注入「项目黑板索引」（仅 `fact_key` + 摘要）。**摘要不足时必须调用 `get_project_fact(fact_key)` 获取 body，禁止凭摘要臆造细节。**
+
+- **边渗透边记录（强制节奏）**：勿等会话结束或收尾再批量写入。每**确认**一条新认知（开放端口/服务版本、入口路径、认证态或凭据特征、可利用点或攻击面变化）后，**立即**调用 `upsert_project_fact`（同 fact_key 覆盖更新）。每**验证**出一条可复现漏洞（含 POC/影响）后，**立即**调用 `record_vulnerability`；与事实可各记一次。继续下一步工作前优先落库，避免上下文压缩后细节丢失。未绑项目时说明无法写黑板，仍在本轮保留证据摘要。委派/子任务返回新认知或漏洞时，由协调者及时写入，勿假定子代理已记。
+
+- **环境/目标/认证等认知**（非正式漏洞）：使用 **`upsert_project_fact`**，`fact_key` 建议 `category/slug`（如 `target/primary_domain`），同 key 覆盖更新；body 记端口/版本/凭据特征与证据来源。
+- **发现与利用上下文**（审计复现）：`fact_key` 建议 `finding/`、`chain/`、`exploit/`、`poc/` 前缀；**body 必填**完整攻击链（入口 → 步骤 → 原始请求/响应或命令 → 现象 → 关联 `related_vulnerability_id`），**禁止仅写结论**；summary 写「什么 + 在哪 + 如何验证」一行要点。
+- **可交付漏洞**：使用 **`record_vulnerability`**（标题、描述、严重程度、类型、目标、证明 POC、影响、修复建议）。严重程度 critical / high / medium / low / info。
+- 同一发现可能需**各记一次**（事实记可复现攻击链，漏洞记正式 findings）。误报用 **`deprecate_project_fact`** 或漏洞状态 false_positive。
+- 事实多时用 **`list_project_facts`** / **`search_project_facts`** 检索。
+
+### 事实写入规范（审计复现 / 知识沉淀）
+
+- **summary**：索引用一行，须含「什么 + 在哪 + 如何触发/验证」要点，禁止只写结论（如仅写「存在 SQLi」）。
+- **body**：完整可复现上下文，写入 `upsert_project_fact` 的 body 字段；索引不含 body，后续会话须靠 `get_project_fact` 取回。
+- **category / fact_key 建议**：
+  - 环境认知：`target/`、`auth/`、`infra/`、`business/`（body 用环境模板即可）
+  - 发现与利用：`finding/`、`chain/`、`exploit/`、`poc/`（**必须**用攻击链模板填满 body：入口、逐步攻击链、原始请求/响应或命令、证据、关联漏洞 ID）
+- **与漏洞记录分工**：`record_vulnerability` 记可交付 findings；事实记**复现所需的全部上下文**（含失败尝试、绕过、依赖会话），二者可各记一次。
+- 更新同一发现时保持相同 `fact_key` 覆盖写入，勿散落多个 key 导致上下文丢失。
+
+严重程度：critical / high / medium / low / info。证明须含足够证据（请求响应、截图、命令输出等）。
 
 ## 表达
 

agents/orchestrator.md

@@ -127,7 +127,29 @@ description: 多代理模式下的 Deep 编排者：在已授权安全场景中
 ## 工具与 MCP
 
 - **工具调用失败时**：1) 仔细分析错误信息，理解失败的具体原因；2) 如果工具不存在或未启用，尝试使用其他替代工具完成相同目标；3) 如果参数错误，根据错误提示修正参数后重试；4) 如果工具执行失败但输出了有用信息，可以基于这些信息继续分析；5) 如果确实无法使用某个工具，向用户说明问题，并建议替代方案或手动操作；6) 不要因为单个工具失败就停止整个测试流程，尝试其他方法继续完成任务。工具返回的错误信息会包含在工具响应中，请仔细阅读并做出合理决策。
-- **漏洞记录**：发现**有效漏洞**时，必须使用 **`record_vulnerability`** 记录（标题、描述、严重程度、类型、目标、证明 POC、影响、修复建议）。严重程度使用 critical / high / medium / low / info。记录后可在授权范围内继续测试。
+## 项目黑板（事实）与漏洞记录（分离）
+
+当前对话若已绑定项目，系统会自动注入「项目黑板索引」（仅 `fact_key` + 摘要）。**摘要不足时必须调用 `get_project_fact(fact_key)` 获取 body，禁止凭摘要臆造细节。**
+
+- **边渗透边记录（强制节奏）**：勿等会话结束或收尾再批量写入。每**确认**一条新认知（开放端口/服务版本、入口路径、认证态或凭据特征、可利用点或攻击面变化）后，**立即**调用 `upsert_project_fact`（同 fact_key 覆盖更新）。每**验证**出一条可复现漏洞（含 POC/影响）后，**立即**调用 `record_vulnerability`；与事实可各记一次。继续下一步工作前优先落库，避免上下文压缩后细节丢失。未绑项目时说明无法写黑板，仍在本轮保留证据摘要。委派/子任务返回新认知或漏洞时，由协调者及时写入，勿假定子代理已记。
+
+- **环境/目标/认证等认知**（非正式漏洞）：使用 **`upsert_project_fact`**，`fact_key` 建议 `category/slug`（如 `target/primary_domain`），同 key 覆盖更新；body 记端口/版本/凭据特征与证据来源。
+- **发现与利用上下文**（审计复现）：`fact_key` 建议 `finding/`、`chain/`、`exploit/`、`poc/` 前缀；**body 必填**完整攻击链（入口 → 步骤 → 原始请求/响应或命令 → 现象 → 关联 `related_vulnerability_id`），**禁止仅写结论**；summary 写「什么 + 在哪 + 如何验证」一行要点。
+- **可交付漏洞**：使用 **`record_vulnerability`**（标题、描述、严重程度、类型、目标、证明 POC、影响、修复建议）。严重程度 critical / high / medium / low / info。
+- 同一发现可能需**各记一次**（事实记可复现攻击链，漏洞记正式 findings）。误报用 **`deprecate_project_fact`** 或漏洞状态 false_positive。
+- 事实多时用 **`list_project_facts`** / **`search_project_facts`** 检索。
+
+### 事实写入规范（审计复现 / 知识沉淀）
+
+- **summary**：索引用一行，须含「什么 + 在哪 + 如何触发/验证」要点，禁止只写结论（如仅写「存在 SQLi」）。
+- **body**：完整可复现上下文，写入 `upsert_project_fact` 的 body 字段；索引不含 body，后续会话须靠 `get_project_fact` 取回。
+- **category / fact_key 建议**：
+  - 环境认知：`target/`、`auth/`、`infra/`、`business/`（body 用环境模板即可）
+  - 发现与利用：`finding/`、`chain/`、`exploit/`、`poc/`（**必须**用攻击链模板填满 body：入口、逐步攻击链、原始请求/响应或命令、证据、关联漏洞 ID）
+- **与漏洞记录分工**：`record_vulnerability` 记可交付 findings；事实记**复现所需的全部上下文**（含失败尝试、绕过、依赖会话），二者可各记一次。
+- 更新同一发现时保持相同 `fact_key` 覆盖写入，勿散落多个 key 导致上下文丢失。
+
+严重程度：critical / high / medium / low / info。证明须含足够证据（请求响应、截图、命令输出等）。
 - **编排进度（待办）**：当你的任务包含 3 个或以上步骤，或你准备委派多个子目标并行/串行推进时，优先使用 `write_todos` 来向用户展示“当前在做什么/接下来做什么”。维护约束：同一时刻最多一个条目处于 `in_progress`；完成后立刻标记 `completed`；遇到阻塞就保留为 `in_progress` 并继续推进。
 - **强触发建议（提升多 agent 使用率）**：如果你将要进行任何“证据收集/枚举/扫描/验证/复现/整理报告”这类实质执行动作，且不只是单步查询，请优先在第一个工具调用前就用 `write_todos` 建立计划；随后用 `task` 委派至少一个子代理获取结构化证据，而不是自己把全部步骤做完。
 - **技能库（Skills）与知识库**：技能包位于服务器 `skills/` 目录（各子目录 `SKILL.md`，遵循 agentskills.io）；知识库用于向量检索片段，Skills 为可执行工作流指令。多代理本会话通过内置 **`skill`** 工具渐进加载；子代理同样挂载 skill + 可选本机文件工具时，可在委派说明中提示按需加载。若当前无 skill 工具，需要完整 Skill 工作流时请使用多代理模式或切换为 Eino 编排会话。

agents/penetration.md

@@ -31,5 +31,9 @@ max_iterations: 0
 - 禁止自行猜测目标、替换为历史目标或擅自发起全量探索。
 
 - 以证据为中心：请求/响应、Payload、命令输出、截图说明等，便于审计与复现。
-- 先确认边界与禁止项（如拒绝 DoS、数据破坏）；发现有效漏洞时按协调者要求使用 `record_vulnerability` 等流程（若你的工具集中包含）。
+- 先确认边界与禁止项（如拒绝 DoS、数据破坏）。
 - 输出包含：攻击路径摘要、关键步骤、影响评估、修复与缓解建议；语言简洁，便于主代理汇总。
+
+## 边渗透边记录
+
+- **边渗透边记录（强制节奏）**：勿等会话结束或收尾再批量写入。每**确认**一条新认知（开放端口/服务版本、入口路径、认证态或凭据特征、可利用点或攻击面变化）后，**立即**调用 `upsert_project_fact`（同 fact_key 覆盖更新）。每**验证**出一条可复现漏洞（含 POC/影响）后，**立即**调用 `record_vulnerability`；与事实可各记一次。继续下一步工作前优先落库，避免上下文压缩后细节丢失。未绑项目时说明无法写黑板，仍在本轮保留证据摘要。若工具集中无上述工具，须在交付物末尾给出「待落库」结构化条目（fact_key 建议、summary、body/POC 要点），供协调者**立即**写入。

agents/persistence-maintenance.md

@@ -51,4 +51,8 @@ max_iterations: 0
 - 列出需要清理/验证的痕迹类型（配置、会话、日志、服务变更等层级描述即可）
 
 4) Recommended Next Steps（下一步建议）
-- 建议由哪个阶段子代理接手，以及需要哪些证据输入。 
+- 建议由哪个阶段子代理接手，以及需要哪些证据输入。
+
+## 边渗透边记录
+
+- **边渗透边记录（强制节奏）**：勿等会话结束或收尾再批量写入。每**确认**一条新认知（开放端口/服务版本、入口路径、认证态或凭据特征、可利用点或攻击面变化）后，**立即**调用 `upsert_project_fact`（同 fact_key 覆盖更新）。每**验证**出一条可复现漏洞（含 POC/影响）后，**立即**调用 `record_vulnerability`；与事实可各记一次。继续下一步工作前优先落库，避免上下文压缩后细节丢失。未绑项目时说明无法写黑板，仍在本轮保留证据摘要。若工具集中无上述工具，须在交付物末尾给出「待落库」结构化条目（fact_key 建议、summary、body/POC 要点），供协调者**立即**写入。

agents/privilege-escalation.md

@@ -53,4 +53,8 @@ max_iterations: 0
 4) Recommended Next Agent（下一步建议）
 - 明确建议由哪个子代理接手（例如 `lateral-movement` / `persistence-maintenance` / `impact-exfiltration` / `reporting-remediation`）
 
-输出后直接结束。 
+## 边渗透边记录
+
+- **边渗透边记录（强制节奏）**：勿等会话结束或收尾再批量写入。每**确认**一条新认知（开放端口/服务版本、入口路径、认证态或凭据特征、可利用点或攻击面变化）后，**立即**调用 `upsert_project_fact`（同 fact_key 覆盖更新）。每**验证**出一条可复现漏洞（含 POC/影响）后，**立即**调用 `record_vulnerability`；与事实可各记一次。继续下一步工作前优先落库，避免上下文压缩后细节丢失。未绑项目时说明无法写黑板，仍在本轮保留证据摘要。若工具集中无上述工具，须在交付物末尾给出「待落库」结构化条目（fact_key 建议、summary、body/POC 要点），供协调者**立即**写入。
+
+输出后直接结束。

agents/recon.md

@@ -34,3 +34,7 @@ max_iterations: 0
 
 - 若 **`description` / 用户消息 / 上文交接包** 中已给出资产列表、枚举结论或明确写「跳过全量枚举 / 仅做增量 / 从端口扫描或验证开始」，则**不得**为走完整流程而重新执行等价的广域子域爆破或相同参数集的枚举；仅在交接包声明的**缺口**上补充侦察。
 - 若子目标实为**漏洞验证、协议利用、权限提升**等而非攻击面扩展，应**极短说明**「当前角色为侦察；建议协调者改派专项代理」并仅提供与侦察相关的最小补充信息，避免擅自把任务扩写成新一轮全盘资产收集。
+
+## 边渗透边记录
+
+- **边渗透边记录（强制节奏）**：勿等会话结束或收尾再批量写入。每**确认**一条新认知（开放端口/服务版本、入口路径、认证态或凭据特征、可利用点或攻击面变化）后，**立即**调用 `upsert_project_fact`（同 fact_key 覆盖更新）。每**验证**出一条可复现漏洞（含 POC/影响）后，**立即**调用 `record_vulnerability`；与事实可各记一次。继续下一步工作前优先落库，避免上下文压缩后细节丢失。未绑项目时说明无法写黑板，仍在本轮保留证据摘要。若工具集中无上述工具，须在交付物末尾给出「待落库」结构化条目（fact_key 建议、summary、body/POC 要点），供协调者**立即**写入。

agents/reporting-remediation.md

@@ -55,4 +55,8 @@ max_iterations: 0
 5) Appendix（附录）
 - 术语、假设、证据清单索引（按证据类型列出即可）
 
-输出后直接结束。 
+## 边渗透边记录
+
+- **边渗透边记录（强制节奏）**：勿等会话结束或收尾再批量写入。每**确认**一条新认知（开放端口/服务版本、入口路径、认证态或凭据特征、可利用点或攻击面变化）后，**立即**调用 `upsert_project_fact`（同 fact_key 覆盖更新）。每**验证**出一条可复现漏洞（含 POC/影响）后，**立即**调用 `record_vulnerability`；与事实可各记一次。继续下一步工作前优先落库，避免上下文压缩后细节丢失。未绑项目时说明无法写黑板，仍在本轮保留证据摘要。若工具集中无上述工具，须在交付物末尾给出「待落库」结构化条目（fact_key 建议、summary、body/POC 要点），供协调者**立即**写入。
+
+输出后直接结束。

agents/vulnerability-triage.md

@@ -57,4 +57,8 @@ max_iterations: 0
 4) Uncertainties & Missing Evidence（不确定性与缺口）
 - 列出最关键的缺口（尽量少，但要关键）
 
-输出后直接结束。 
+## 边渗透边记录
+
+- **边渗透边记录（强制节奏）**：勿等会话结束或收尾再批量写入。每**确认**一条新认知（开放端口/服务版本、入口路径、认证态或凭据特征、可利用点或攻击面变化）后，**立即**调用 `upsert_project_fact`（同 fact_key 覆盖更新）。每**验证**出一条可复现漏洞（含 POC/影响）后，**立即**调用 `record_vulnerability`；与事实可各记一次。继续下一步工作前优先落库，避免上下文压缩后细节丢失。未绑项目时说明无法写黑板，仍在本轮保留证据摘要。若工具集中无上述工具，须在交付物末尾给出「待落库」结构化条目（fact_key 建议、summary、body/POC 要点），供协调者**立即**写入。
+
+输出后直接结束。

config.yaml

@@ -10,7 +10,7 @@
 # ============================================
 
 # 前端显示的版本号（可选，不填则显示默认版本）
-version: "v1.6.18"
+version: "v1.6.27"
 # 服务器配置
 server:
   host: 0.0.0.0 # 监听地址，0.0.0.0 表示监听所有网络接口
@@ -34,6 +34,12 @@ auth:
 log:
   level: info # 日志级别: debug(调试), info(信息), warn(警告), error(错误)
   output: stdout # 日志输出位置: stdout(标准输出), stderr(标准错误), 或文件路径
+# 平台操作审计（系统设置 -> 日志审计；不记录对话正文与每次工具调用）
+audit:
+  enabled: true
+  retention_days: 15 # 0 表示不自动清理
+  max_detail_bytes: 8192
+  auth_failure_cooldown_seconds: 60 # 同一 IP 登录/改密失败审计最短间隔（秒）；未配置时默认 60；-1 关闭节流
 # ============================================
 # 对话相关配置
 # ============================================
@@ -55,7 +61,7 @@ openai:
   # Eino 路径模型推理：DeepSeek/OpenAI 为 thinking / reasoning_effort 等；provider 为 claude 时合并为 Anthropic 顶层 thinking（extended thinking），mode: off 关闭
   reasoning:
     mode: on # auto | on | off；off 时不附加任何推理扩展字段
-    effort: max # low | medium | high | max；空表示不指定（openai_compat 下 auto 且无强度时不发请求扩展）
+    effort: high # low | medium | high | max | xhigh（最高档：OpenAI 常用 xhigh，部分网关用 max，原样下发）；空表示不指定
     allow_client_reasoning: true # false 时忽略对话请求体 reasoning，仅以下方为准
     profile: openai_compat # auto | deepseek_compat | openai_compat | output_config_effort
     # extra_request_fields: {} # 可选：管理员自定义根级 JSON 片段（高级）
@@ -71,21 +77,23 @@ fofa:
 # Agent 配置
 # 达到最大迭代次数时，AI 会自动总结测试结果
 agent:
-  max_iterations: 1200 # 最大迭代次数，AI 代理最多执行多少轮工具调用
+  max_iterations: 12000 # 最大迭代次数，AI 代理最多执行多少轮工具调用
   large_result_threshold: 102400 # 大结果阈值（字节），默认50KB，超过此大小会自动保存到存储
   result_storage_dir: tmp # 结果存储目录，大结果会保存在此目录下
   tool_timeout_minutes: 60 # 单次工具执行最大时长（分钟），超时自动终止；0 表示不限制（不推荐，易出现长时间挂起）
   # system_prompt_path: prompts/single-react.md # 可选：单代理系统提示文件（相对本配置文件所在目录）；非空且可读时替换内置提示
+
+  system_prompt_path: ""
 # 人机协同（HITL）全局白名单：此处列出的工具始终免审批，与对话页「白名单工具（免审批，逗号分隔）」合并为并集；侧栏「应用」可合并写入本列表并立即生效。
 hitl:
   # 按你环境里的真实工具名增删（与侧栏一致、小写不敏感）；不需要全局免审批可改为 []
   tool_whitelist: [read_file, list_dir, glob, grep]
 # 多代理（CloudWeGo Eino DeepAgent，与上方单 Agent /api/agent-loop 并存）
 # 依赖在 go.mod 中拉取；若下载失败可设置: go env -w GOPROXY=https://goproxy.cn,direct
-# 启用后需重启服务才会注册 /api/multi-agent 与 /api/multi-agent/stream；Deep / Plan-Execute / Supervisor 由对话页与 WebShell 所选模式在请求体中传入；机器人/批量无请求体时固定按 deep
+# 启用后需重启服务才会注册 /api/multi-agent 与 /api/multi-agent/stream；Deep / Plan-Execute / Supervisor 由对话页与 WebShell 所选模式在请求体中传入；机器人按 robot_default_agent_mode
 multi_agent:
   enabled: true
-  robot_use_multi_agent: true # true 时企业微信/钉钉/飞书机器人也走 Eino 多代理（成本更高）
+  robot_default_agent_mode: eino_single # 企微/钉钉/飞书机器人默认对话模式：react | eino_single | deep | plan_execute | supervisor
   batch_use_multi_agent: false # true 时「批量任务」队列中每个子任务也走 Eino 多代理（成本更高）
   max_iteration: 0 # 主代理 / plan_execute 执行器最大轮次，0 表示沿用 agent.max_iterations
   # plan_execute 专用：execute↔replan 外层循环上限，0 表示 Eino 默认 10。当前实现下 Executor 会挂载 patch/reduction/tool_search 等前置中间件。
@@ -108,7 +116,7 @@ multi_agent:
     tool_search_enable: true # true：工具数 ≥ min 时启用 tool_search，仅前 N 个工具常驻，其余按正则按需解锁，省 token、减误选；false：全量工具进上下文
     tool_search_min_tools: 20 # 达到该数量才启用 tool_search（避免工具很少时多此一举）；与 always_visible 配合使用
     tool_search_always_visible: 12 # 始终直接暴露给模型的工具个数（顺序与角色工具列表一致）；其余工具进入动态池，需 tool_search 解锁
-    tool_search_always_visible_tools: [read_file, glob, grep, write_file, edit_file, execute, task, transfer_to_agent, exit, write_todos, skill, tool_search, TaskCreate, TaskGet, TaskUpdate, TaskList, record_vulnerability, list_knowledge_risk_types, search_knowledge_base, webshell_exec, webshell_file_list, webshell_file_read, webshell_file_write, manage_webshell_list, manage_webshell_add, manage_webshell_update, manage_webshell_delete, manage_webshell_test, batch_task_list, batch_task_get, batch_task_start, batch_task_rerun, batch_task_pause, batch_task_update_metadata, batch_task_update_schedule, batch_task_schedule_enabled, batch_task_update_task, batch_task_remove_task, batch_task_delete, batch_task_create, batch_task_add_task, http-framework-test] # 后端内置常驻工具白名单（优先于 always_visible 数量策略）
+    tool_search_always_visible_tools: [read_file, glob, grep, write_file, edit_file, execute, task, transfer_to_agent, exit, write_todos, skill, tool_search, TaskCreate, TaskGet, TaskUpdate, TaskList, record_vulnerability, list_vulnerabilities, get_vulnerability, list_knowledge_risk_types, search_knowledge_base, webshell_exec, webshell_file_list, webshell_file_read, webshell_file_write, manage_webshell_list, manage_webshell_add, manage_webshell_update, manage_webshell_delete, manage_webshell_test, batch_task_list, batch_task_get, batch_task_start, batch_task_rerun, batch_task_pause, batch_task_update_metadata, batch_task_update_schedule, batch_task_schedule_enabled, batch_task_update_task, batch_task_remove_task, batch_task_delete, batch_task_create, batch_task_add_task, http-framework-test] # 后端内置常驻工具白名单（优先于 always_visible 数量策略）
     plantask_enable: false # true：主代理（Deep / Supervisor 主）挂载 TaskCreate/Get/Update/List；需 eino_skills 可用且 skills_dir 存在，否则仅打日志并跳过
     plantask_rel_dir: .eino/plantask # 结构化任务文件相对 skills_dir 的子目录，其下再按会话 ID 分子目录存放
     reduction_enable: true # true：大工具输出截断/落盘以控上下文；依赖与 plantask 相同的 eino local 写盘后端，无后端时不挂载
@@ -125,6 +133,8 @@ multi_agent:
     plan_execute_max_step_result_runes: 4000 # plan_execute 每步结果最大字符数（超出截断）
     plan_execute_keep_last_steps: 8 # plan_execute 仅保留最近 N 步正文，早期步骤折叠为标题
     checkpoint_dir: "" # 非空：为 adk.NewRunner 启用按会话子目录的文件型 CheckPointStore，便于中断恢复持久化；Resume 的 HTTP/前端流程需另行对接
+    run_retry_max_attempts: 0 # >0：429/5xx/网络抖动时 ADK 运行循环指数退避续跑次数；0=默认 10
+    run_retry_max_backoff_sec: 0 # 单次退避上限秒数；0=默认 30
     deep_output_key: "" # 非空：将最终助手输出写入 adk session 的键名（Deep 与 Supervisor 主代理）；空表示不写入
     deep_model_retry_max_retries: 0 # >0：ChatModel 调用失败时的框架级最大重试次数（Deep 与 Supervisor 主）；0：不重试
     task_tool_description_prefix: "" # 非空：仅 Deep 的 task 工具使用自定义描述前缀，运行时会拼接子代理名称；空则走 Eino 默认生成逻辑
@@ -254,11 +264,13 @@ robots:
     enabled: false
     client_id: ""
     client_secret: ""
+    allow_conversation_id_fallback: false
   lark: # 飞书
     enabled: false
     app_id: ""
     app_secret: ""
     verify_token: ""
+    allow_chat_id_fallback: false
 # ============================================
 # Skills 相关配置
 # ============================================
@@ -280,3 +292,14 @@ agents_dir: agents
 # 系统会从该目录加载所有 .yaml 格式的角色配置文件
 # 每个角色应创建独立的配置文件，例如：roles/CTF.yaml, roles/默认.yaml 等
 roles_dir: roles # 角色配置文件目录（相对于配置文件所在目录）
+
+# ============================================
+# 项目管理与事实黑板
+# ============================================
+project:
+  enabled: true
+  # default_project_id: "" # 可选：机器人/批量任务创建对话时的默认项目 ID
+  fact_index_max_runes: 3500
+  fact_summary_max_runes: 240
+  default_inject_deprecated: false
+  

internal/agent/agent.go

@@ -17,6 +17,7 @@ import (
 	"cyberstrike-ai/internal/config"
 	"cyberstrike-ai/internal/mcp"
 	"cyberstrike-ai/internal/mcp/builtin"
+	"cyberstrike-ai/internal/project"
 	"cyberstrike-ai/internal/openai"
 	"cyberstrike-ai/internal/security"
 	"cyberstrike-ai/internal/storage"
@@ -365,12 +366,12 @@ type ProgressCallback func(eventType, message string, data interface{})
 
 // AgentLoop 执行Agent循环
 func (a *Agent) AgentLoop(ctx context.Context, userInput string, historyMessages []ChatMessage) (*AgentLoopResult, error) {
-	return a.AgentLoopWithProgress(ctx, userInput, historyMessages, "", nil, nil)
+	return a.AgentLoopWithProgress(ctx, userInput, historyMessages, "", nil, nil, "")
 }
 
 // AgentLoopWithConversationID 执行Agent循环（带对话ID）
 func (a *Agent) AgentLoopWithConversationID(ctx context.Context, userInput string, historyMessages []ChatMessage, conversationID string) (*AgentLoopResult, error) {
-	return a.AgentLoopWithProgress(ctx, userInput, historyMessages, conversationID, nil, nil)
+	return a.AgentLoopWithProgress(ctx, userInput, historyMessages, conversationID, nil, nil, "")
 }
 
 // EinoSingleAgentSystemInstruction 供 Eino adk.ChatModelAgent.Instruction 使用，与 AgentLoopWithProgress 首条 system 对齐（含 system_prompt_path）。
@@ -396,7 +397,7 @@ func (a *Agent) EinoSingleAgentSystemInstruction() string {
 }
 
 // AgentLoopWithProgress 执行Agent循环（带进度回调和对话ID）
-func (a *Agent) AgentLoopWithProgress(ctx context.Context, userInput string, historyMessages []ChatMessage, conversationID string, callback ProgressCallback, roleTools []string) (*AgentLoopResult, error) {
+func (a *Agent) AgentLoopWithProgress(ctx context.Context, userInput string, historyMessages []ChatMessage, conversationID string, callback ProgressCallback, roleTools []string, systemPromptExtra string) (*AgentLoopResult, error) {
 	ctx = withAgentConversationID(ctx, conversationID)
 	// 设置当前对话ID（兼容未走 context 的旧路径；并发会话应以 context 为准）
 	a.mu.Lock()
@@ -426,6 +427,7 @@ func (a *Agent) AgentLoopWithProgress(ctx context.Context, userInput string, his
 			}
 		}
 	}
+	systemPrompt = project.AppendSystemPromptBlock(systemPrompt, systemPromptExtra)
 
 	messages := []ChatMessage{
 		{

internal/agent/default_single_system_prompt.go

@@ -1,6 +1,8 @@
 package agent
 
-import "cyberstrike-ai/internal/mcp/builtin"
+import (
+	"cyberstrike-ai/internal/project"
+)
 
 // DefaultSingleAgentSystemPrompt 单代理（ReAct / MCP）内置系统提示；可通过 agent.system_prompt_path 覆盖为文件。
 func DefaultSingleAgentSystemPrompt() string {
@@ -105,11 +107,7 @@ func DefaultSingleAgentSystemPrompt() string {
 - 若最近一步得到 404/空结果/无效响应，不得直接结束；至少再进行一次“同目标不同策略”的验证（如变更路径、参数、请求方法、上下文来源）。
 - 避免无效空转：同一工具+同类参数连续失败 3 次后，必须切换策略（改工具、改入口、改假设）并说明切换原因。
 
-## 漏洞记录
+` + project.FactRecordingBlackboardSection(false) + `
-
-发现有效漏洞时，必须使用 ` + builtin.ToolRecordVulnerability + ` 记录：标题、描述、严重程度、类型、目标、证明（POC）、影响、修复建议。
-
-严重程度：critical / high / medium / low / info。证明须含足够证据（请求响应、截图、命令输出等）。记录后可在授权范围内继续测试。
 
 ## 技能库（Skills）与知识库
 

internal/app/app.go

@@ -15,6 +15,7 @@ import (
 	"time"
 
 	"cyberstrike-ai/internal/agent"
+	"cyberstrike-ai/internal/audit"
 	"cyberstrike-ai/internal/c2"
 	"cyberstrike-ai/internal/config"
 	"cyberstrike-ai/internal/database"
@@ -61,6 +62,7 @@ type App struct {
 	c2Watchdog         *c2.SessionWatchdog       // C2 会话看门狗
 	c2WatchdogCancel   context.CancelFunc        // 看门狗取消函数
 	c2Handler          *handler.C2Handler        // C2 REST（与 Manager 生命周期同步）
+	auditSvc           *audit.Service
 }
 
 // New 创建新应用
@@ -93,6 +95,11 @@ func New(cfg *config.Config, log *logger.Logger, configPath string) (*App, error
 		return nil, fmt.Errorf("初始化数据库失败: %w", err)
 	}
 
+	auditSvc := audit.NewService(db, cfg, log.Logger)
+	audit.RegisterConversationCreateHook(auditSvc)
+	auditSvc.PurgeExpired()
+	audit.StartRetentionLoop(auditSvc, log.Logger)
+
 	// 创建MCP服务器（带数据库持久化）
 	mcpServer := mcp.NewServerWithStorage(log.Logger, db)
 	mcpServer.ConfigureHTTPToolCallTimeoutFromAgentMinutes(cfg.Agent.ToolTimeoutMinutes)
@@ -104,7 +111,8 @@ func New(cfg *config.Config, log *logger.Logger, configPath string) (*App, error
 	executor.RegisterTools(mcpServer)
 
 	// 注册漏洞记录工具
-	registerVulnerabilityTool(mcpServer, db, log.Logger)
+	registerVulnerabilityTools(mcpServer, db, log.Logger)
+	registerProjectFactTools(mcpServer, db, cfg, log.Logger)
 
 	if cfg.Auth.GeneratedPassword != "" {
 		config.PrintGeneratedPasswordWarning(cfg.Auth.GeneratedPassword, cfg.Auth.GeneratedPasswordPersisted, cfg.Auth.GeneratedPasswordPersistErr)
@@ -222,6 +230,7 @@ func New(cfg *config.Config, log *logger.Logger, configPath string) (*App, error
 
 		// 创建知识库API处理器
 		knowledgeHandler = handler.NewKnowledgeHandler(knowledgeManager, knowledgeRetriever, knowledgeIndexer, db, log.Logger)
+		knowledgeHandler.SetAudit(auditSvc)
 		log.Logger.Info("知识库模块初始化完成", zap.Bool("handler_created", knowledgeHandler != nil))
 
 		// 扫描知识库并建立索引（异步）
@@ -318,31 +327,43 @@ func New(cfg *config.Config, log *logger.Logger, configPath string) (*App, error
 		log.Logger.Warn("创建 agents 目录失败", zap.String("path", agentsDir), zap.Error(err))
 	}
 	markdownAgentsHandler := handler.NewMarkdownAgentsHandler(agentsDir)
+	markdownAgentsHandler.SetAudit(auditSvc)
 	log.Logger.Info("多代理 Markdown 子 Agent 目录", zap.String("agentsDir", agentsDir))
 
 	// 创建处理器
 	agentHandler := handler.NewAgentHandler(agent, db, cfg, log.Logger)
+	agentHandler.SetAudit(auditSvc)
 	agentHandler.SetAgentsMarkdownDir(agentsDir)
 	// 如果知识库已启用，设置知识库管理器到AgentHandler以便记录检索日志
 	if knowledgeManager != nil {
 		agentHandler.SetKnowledgeManager(knowledgeManager)
 	}
 	monitorHandler := handler.NewMonitorHandler(mcpServer, executor, db, log.Logger)
+	monitorHandler.SetAudit(auditSvc)
 	monitorHandler.SetExternalMCPManager(externalMCPMgr) // 设置外部MCP管理器，以便获取外部MCP执行记录
 	notificationHandler := handler.NewNotificationHandler(db, agentHandler, log.Logger)
 	groupHandler := handler.NewGroupHandler(db, log.Logger)
 	authHandler := handler.NewAuthHandler(authManager, cfg, configPath, log.Logger)
+	authHandler.SetAudit(auditSvc)
 	attackChainHandler := handler.NewAttackChainHandler(db, &cfg.OpenAI, log.Logger)
 	vulnerabilityHandler := handler.NewVulnerabilityHandler(db, log.Logger)
+	projectHandler := handler.NewProjectHandler(db, log.Logger)
+	vulnerabilityHandler.SetAudit(auditSvc)
 	webshellHandler := handler.NewWebShellHandler(log.Logger, db)
+	webshellHandler.SetAudit(auditSvc)
 	chatUploadsHandler := handler.NewChatUploadsHandler(log.Logger)
+	chatUploadsHandler.SetAudit(auditSvc)
 	registerWebshellTools(mcpServer, db, webshellHandler, log.Logger)
 	registerWebshellManagementTools(mcpServer, db, webshellHandler, log.Logger)
 	configHandler := handler.NewConfigHandler(configPath, cfg, mcpServer, executor, agent, attackChainHandler, externalMCPMgr, log.Logger)
+	configHandler.SetAudit(auditSvc)
 	agentHandler.SetHitlToolWhitelistSaver(configHandler)
 	externalMCPHandler := handler.NewExternalMCPHandler(externalMCPMgr, cfg, configPath, log.Logger)
+	externalMCPHandler.SetAudit(auditSvc)
 	roleHandler := handler.NewRoleHandler(cfg, configPath, log.Logger)
+	roleHandler.SetAudit(auditSvc)
 	skillsHandler := handler.NewSkillsHandler(cfg, configPath, log.Logger)
+	skillsHandler.SetAudit(auditSvc)
 	fofaHandler := handler.NewFofaHandler(cfg, log.Logger)
 	terminalHandler := handler.NewTerminalHandler(log.Logger)
 	if db != nil {
@@ -357,9 +378,12 @@ func New(cfg *config.Config, log *logger.Logger, configPath string) (*App, error
 		registerC2Tools(mcpServer, c2Manager, log.Logger, cfg.Server.Port)
 	}
 	c2Handler := handler.NewC2Handler(c2Manager, log.Logger)
+	c2Handler.SetAudit(auditSvc)
 
 	// 创建OpenAPI处理器
 	conversationHandler := handler.NewConversationHandler(db, log.Logger)
+	conversationHandler.SetAudit(auditSvc)
+	auditHandler := handler.NewAuditHandler(db, auditSvc, log.Logger)
 	robotHandler := handler.NewRobotHandler(cfg, db, agentHandler, log.Logger)
 	openAPIHandler := handler.NewOpenAPIHandler(db, log.Logger, resultStorage, conversationHandler, agentHandler)
 
@@ -385,13 +409,15 @@ func New(cfg *config.Config, log *logger.Logger, configPath string) (*App, error
 		c2Watchdog:         c2Watchdog,
 		c2WatchdogCancel:   watchdogCancel,
 		c2Handler:          c2Handler,
+		auditSvc:           auditSvc,
 	}
 	// 飞书/钉钉长连接（无需公网），启用时在后台启动；后续前端应用配置时会通过 RestartRobotConnections 重启
 	app.startRobotConnections()
 
 	// 设置漏洞工具注册器（内置工具，必须设置）
 	vulnerabilityRegistrar := func() error {
-		registerVulnerabilityTool(mcpServer, db, log.Logger)
+		registerVulnerabilityTools(mcpServer, db, log.Logger)
+		registerProjectFactTools(mcpServer, db, cfg, log.Logger)
 		return nil
 	}
 	configHandler.SetVulnerabilityToolRegistrar(vulnerabilityRegistrar)
@@ -479,6 +505,7 @@ func New(cfg *config.Config, log *logger.Logger, configPath string) (*App, error
 		attackChainHandler,
 		app, // 传递 App 实例以便动态获取 knowledgeHandler
 		vulnerabilityHandler,
+		projectHandler,
 		webshellHandler,
 		chatUploadsHandler,
 		roleHandler,
@@ -487,6 +514,7 @@ func New(cfg *config.Config, log *logger.Logger, configPath string) (*App, error
 		fofaHandler,
 		terminalHandler,
 		app.c2Handler,
+		auditHandler,
 		mcpServer,
 		authManager,
 		openAPIHandler,
@@ -723,6 +751,7 @@ func setupRoutes(
 	attackChainHandler *handler.AttackChainHandler,
 	app *App, // 传递 App 实例以便动态获取 knowledgeHandler
 	vulnerabilityHandler *handler.VulnerabilityHandler,
+	projectHandler *handler.ProjectHandler,
 	webshellHandler *handler.WebShellHandler,
 	chatUploadsHandler *handler.ChatUploadsHandler,
 	roleHandler *handler.RoleHandler,
@@ -731,6 +760,7 @@ func setupRoutes(
 	fofaHandler *handler.FofaHandler,
 	terminalHandler *handler.TerminalHandler,
 	c2Handler *handler.C2Handler,
+	auditHandler *handler.AuditHandler,
 	mcpServer *mcp.Server,
 	authManager *security.AuthManager,
 	openAPIHandler *handler.OpenAPIHandler,
@@ -826,6 +856,7 @@ func setupRoutes(
 		protected.GET("/conversations/:id", conversationHandler.GetConversation)
 		protected.GET("/messages/:id/process-details", conversationHandler.GetMessageProcessDetails)
 		protected.PUT("/conversations/:id", conversationHandler.UpdateConversation)
+		protected.PUT("/conversations/:id/project", conversationHandler.SetConversationProject)
 		protected.DELETE("/conversations/:id", conversationHandler.DeleteConversation)
 		protected.POST("/conversations/:id/delete-turn", conversationHandler.DeleteConversationTurn)
 		protected.PUT("/conversations/:id/pinned", groupHandler.UpdateConversationPinned)
@@ -867,6 +898,13 @@ func setupRoutes(
 		protected.POST("/terminal/run/stream", terminalHandler.RunCommandStream)
 		protected.GET("/terminal/ws", terminalHandler.RunCommandWS)
 
+		// 平台审计日志
+		protected.GET("/audit/meta", auditHandler.Meta)
+		protected.GET("/audit/summary", auditHandler.Summary)
+		protected.GET("/audit/logs", auditHandler.ListLogs)
+		protected.GET("/audit/logs/export", auditHandler.ExportLogs)
+		protected.GET("/audit/logs/:id", auditHandler.GetLog)
+
 		// 外部MCP管理
 		protected.GET("/external-mcp", externalMCPHandler.GetExternalMCPs)
 		protected.GET("/external-mcp/stats", externalMCPHandler.GetExternalMCPStats)
@@ -1035,6 +1073,23 @@ func setupRoutes(
 		protected.PUT("/vulnerabilities/:id", vulnerabilityHandler.UpdateVulnerability)
 		protected.DELETE("/vulnerabilities/:id", vulnerabilityHandler.DeleteVulnerability)
 
+		// 项目管理与事实黑板
+		protected.GET("/projects", projectHandler.ListProjects)
+		protected.POST("/projects", projectHandler.CreateProject)
+		protected.GET("/projects/:id/stats", projectHandler.GetProjectStats)
+		protected.GET("/projects/:id/conversations", projectHandler.ListProjectConversations)
+		protected.GET("/projects/:id", projectHandler.GetProject)
+		protected.PUT("/projects/:id", projectHandler.UpdateProject)
+		protected.DELETE("/projects/:id", projectHandler.DeleteProject)
+		protected.GET("/projects/:id/facts", projectHandler.ListFacts)
+		protected.GET("/projects/:id/facts/:factId/previous-version", projectHandler.GetFactPreviousVersion)
+		protected.GET("/projects/:id/facts/:factId/versions", projectHandler.ListFactVersions)
+		protected.POST("/projects/:id/facts", projectHandler.CreateFact)
+		protected.PUT("/projects/:id/facts/:factId", projectHandler.UpdateFact)
+		protected.DELETE("/projects/:id/facts/:factId", projectHandler.DeleteFact)
+		protected.POST("/projects/:id/facts/deprecate", projectHandler.DeprecateFact)
+		protected.POST("/projects/:id/facts/restore", projectHandler.RestoreFact)
+
 		// WebShell 管理（代理执行 + 连接配置存 SQLite）
 		protected.GET("/webshell/connections", webshellHandler.ListConnections)
 		protected.POST("/webshell/connections", webshellHandler.CreateConnection)
@@ -1155,195 +1210,6 @@ func setupRoutes(
 	})
 }
 
-// registerVulnerabilityTool 注册漏洞记录工具到MCP服务器
-func registerVulnerabilityTool(mcpServer *mcp.Server, db *database.DB, logger *zap.Logger) {
-	tool := mcp.Tool{
-		Name:             builtin.ToolRecordVulnerability,
-		Description:      "记录发现的漏洞详情到漏洞管理系统。当发现有效漏洞时，使用此工具记录漏洞信息，包括标题、描述、严重程度、类型、目标、证明、影响和建议等。",
-		ShortDescription: "记录发现的漏洞详情到漏洞管理系统",
-		InputSchema: map[string]interface{}{
-			"type": "object",
-			"properties": map[string]interface{}{
-				"title": map[string]interface{}{
-					"type":        "string",
-					"description": "漏洞标题（必需）",
-				},
-				"description": map[string]interface{}{
-					"type":        "string",
-					"description": "漏洞详细描述",
-				},
-				"severity": map[string]interface{}{
-					"type":        "string",
-					"description": "漏洞严重程度：critical（严重）、high（高）、medium（中）、low（低）、info（信息）",
-					"enum":        []string{"critical", "high", "medium", "low", "info"},
-				},
-				"vulnerability_type": map[string]interface{}{
-					"type":        "string",
-					"description": "漏洞类型，如：SQL注入、XSS、CSRF、命令注入等",
-				},
-				"target": map[string]interface{}{
-					"type":        "string",
-					"description": "受影响的目标（URL、IP地址、服务等）",
-				},
-				"proof": map[string]interface{}{
-					"type":        "string",
-					"description": "漏洞证明（POC、截图、请求/响应等）",
-				},
-				"impact": map[string]interface{}{
-					"type":        "string",
-					"description": "漏洞影响说明",
-				},
-				"recommendation": map[string]interface{}{
-					"type":        "string",
-					"description": "修复建议",
-				},
-			},
-			"required": []string{"title", "severity"},
-		},
-	}
-
-	handler := func(ctx context.Context, args map[string]interface{}) (*mcp.ToolResult, error) {
-		// 从参数中获取conversation_id（由Agent自动添加）
-		conversationID, _ := args["conversation_id"].(string)
-		if conversationID == "" {
-			return &mcp.ToolResult{
-				Content: []mcp.Content{
-					{
-						Type: "text",
-						Text: "错误: conversation_id 未设置。这是系统错误，请重试。",
-					},
-				},
-				IsError: true,
-			}, nil
-		}
-
-		title, ok := args["title"].(string)
-		if !ok || title == "" {
-			return &mcp.ToolResult{
-				Content: []mcp.Content{
-					{
-						Type: "text",
-						Text: "错误: title 参数必需且不能为空",
-					},
-				},
-				IsError: true,
-			}, nil
-		}
-
-		severity, ok := args["severity"].(string)
-		if !ok || severity == "" {
-			return &mcp.ToolResult{
-				Content: []mcp.Content{
-					{
-						Type: "text",
-						Text: "错误: severity 参数必需且不能为空",
-					},
-				},
-				IsError: true,
-			}, nil
-		}
-
-		// 验证严重程度
-		validSeverities := map[string]bool{
-			"critical": true,
-			"high":     true,
-			"medium":   true,
-			"low":      true,
-			"info":     true,
-		}
-		if !validSeverities[severity] {
-			return &mcp.ToolResult{
-				Content: []mcp.Content{
-					{
-						Type: "text",
-						Text: fmt.Sprintf("错误: severity 必须是 critical、high、medium、low 或 info 之一，当前值: %s", severity),
-					},
-				},
-				IsError: true,
-			}, nil
-		}
-
-		// 获取可选参数
-		description := ""
-		if d, ok := args["description"].(string); ok {
-			description = d
-		}
-
-		vulnType := ""
-		if t, ok := args["vulnerability_type"].(string); ok {
-			vulnType = t
-		}
-
-		target := ""
-		if t, ok := args["target"].(string); ok {
-			target = t
-		}
-
-		proof := ""
-		if p, ok := args["proof"].(string); ok {
-			proof = p
-		}
-
-		impact := ""
-		if i, ok := args["impact"].(string); ok {
-			impact = i
-		}
-
-		recommendation := ""
-		if r, ok := args["recommendation"].(string); ok {
-			recommendation = r
-		}
-
-		// 创建漏洞记录
-		vuln := &database.Vulnerability{
-			ConversationID: conversationID,
-			Title:          title,
-			Description:    description,
-			Severity:       severity,
-			Status:         "open",
-			Type:           vulnType,
-			Target:         target,
-			Proof:          proof,
-			Impact:         impact,
-			Recommendation: recommendation,
-		}
-
-		created, err := db.CreateVulnerability(vuln)
-		if err != nil {
-			logger.Error("记录漏洞失败", zap.Error(err))
-			return &mcp.ToolResult{
-				Content: []mcp.Content{
-					{
-						Type: "text",
-						Text: fmt.Sprintf("记录漏洞失败: %v", err),
-					},
-				},
-				IsError: true,
-			}, nil
-		}
-
-		logger.Info("漏洞记录成功",
-			zap.String("id", created.ID),
-			zap.String("title", created.Title),
-			zap.String("severity", created.Severity),
-			zap.String("conversation_id", conversationID),
-		)
-
-		return &mcp.ToolResult{
-			Content: []mcp.Content{
-				{
-					Type: "text",
-					Text: fmt.Sprintf("漏洞已成功记录！\n\n漏洞ID: %s\n标题: %s\n严重程度: %s\n状态: %s\n\n你可以在漏洞管理页面查看和管理此漏洞。", created.ID, created.Title, created.Severity, created.Status),
-				},
-			},
-			IsError: false,
-		}, nil
-	}
-
-	mcpServer.RegisterTool(tool, handler)
-	logger.Info("漏洞记录工具注册成功")
-}
-
 // registerWebshellTools 注册 WebShell 相关 MCP 工具，供 AI 助手在指定连接上执行命令与文件操作
 func registerWebshellTools(mcpServer *mcp.Server, db *database.DB, webshellHandler *handler.WebShellHandler, logger *zap.Logger) {
 	if db == nil || webshellHandler == nil {
@@ -1928,6 +1794,9 @@ func initializeKnowledge(
 
 	// 创建知识库API处理器
 	knowledgeHandler := handler.NewKnowledgeHandler(knowledgeManager, knowledgeRetriever, knowledgeIndexer, db, logger)
+	if app != nil && app.auditSvc != nil {
+		knowledgeHandler.SetAudit(app.auditSvc)
+	}
 	logger.Info("知识库模块初始化完成", zap.Bool("handler_created", knowledgeHandler != nil))
 
 	// 设置知识库管理器到AgentHandler以便记录检索日志

internal/app/project_fact_tools.go

@@ -0,0 +1,336 @@
+package app
+
+import (
+	"context"
+	"fmt"
+	"strings"
+
+	"cyberstrike-ai/internal/agent"
+	"cyberstrike-ai/internal/config"
+	"cyberstrike-ai/internal/database"
+	"cyberstrike-ai/internal/mcp"
+	"cyberstrike-ai/internal/mcp/builtin"
+	"cyberstrike-ai/internal/project"
+
+	"go.uber.org/zap"
+)
+
+func projectIDFromConversation(db *database.DB, ctx context.Context) (string, error) {
+	convID := agent.ConversationIDFromContext(ctx)
+	if convID == "" {
+		return "", fmt.Errorf("无法确定当前对话，请在对话上下文中使用项目事实工具")
+	}
+	pid, err := db.GetConversationProjectID(convID)
+	if err != nil {
+		return "", err
+	}
+	if strings.TrimSpace(pid) == "" {
+		return "", fmt.Errorf("当前对话未绑定项目，请先在对话中选择项目或创建带项目的对话")
+	}
+	return pid, nil
+}
+
+func textResult(msg string, isErr bool) *mcp.ToolResult {
+	return &mcp.ToolResult{
+		Content: []mcp.Content{{Type: "text", Text: msg}},
+		IsError: isErr,
+	}
+}
+
+// registerProjectFactTools 注册项目黑板 MCP 工具。
+func registerProjectFactTools(mcpServer *mcp.Server, db *database.DB, cfg *config.Config, logger *zap.Logger) {
+	if db == nil || cfg == nil || !cfg.Project.Enabled {
+		if logger != nil {
+			logger.Info("项目黑板工具未注册（未启用）")
+		}
+		return
+	}
+
+	upsertTool := mcp.Tool{
+		Name: builtin.ToolUpsertProjectFact,
+		Description: "写入或更新项目黑板事实，用于跨会话沉淀可复现上下文（非正式漏洞条目；可交付漏洞另用 record_vulnerability）。" +
+			"边渗透边记录：每确认新认知（端口/入口/凭据/可利用点）后立即调用，同 fact_key 覆盖更新，勿等会话结束。" +
+			"禁止仅写结论：summary 须含什么+在哪+如何验证；body 须含攻击链/请求响应/命令等复现细节。" +
+			"发现类建议 fact_key 为 finding|chain|exploit|poc/<slug>，category 对应 finding|chain|exploit|poc，body 按攻击链模板填写。" +
+			"环境类用 target|auth|infra|business/<slug>。同 fact_key 覆盖更新。需当前对话已绑定项目。",
+		ShortDescription: "写入/更新项目事实（含攻击链 body）",
+		InputSchema: map[string]interface{}{
+			"type": "object",
+			"properties": map[string]interface{}{
+				"fact_key": map[string]interface{}{
+					"type":        "string",
+					"description": "项目内唯一 key：target/primary_domain、finding/sqli-login、exploit/upload-rce 等",
+				},
+				"category": map[string]interface{}{
+					"type":        "string",
+					"description": "target | auth | infra | business | finding | chain | exploit | poc | note",
+					"enum":        []string{"target", "auth", "infra", "business", "finding", "chain", "exploit", "poc", "note"},
+				},
+				"summary": map[string]interface{}{
+					"type":        "string",
+					"description": "索引用一行：结论 + 位置 + 触发/验证要点（勿仅写「存在 XSS」等空话）",
+				},
+				"body": map[string]interface{}{
+					"type": "string",
+					"description": "完整可复现详情（仅 get_project_fact 返回）：须含攻击链步骤、原始 HTTP/命令、响应现象、证据与关联。" +
+						"发现/利用类首次写入必填；环境类建议含来源证据。攻击链类可参考模板章节：结论、目标与入口、攻击链、Exploit/POC、关键证据、关联、备注。" +
+						"更新已有 fact_key 时若省略或留空 body，将保留库中已有 body（可只改 summary）。",
+				},
+				"confidence": map[string]interface{}{
+					"type":        "string",
+					"description": "confirmed | tentative | deprecated",
+					"enum":        []string{"confirmed", "tentative", "deprecated"},
+				},
+				"pinned": map[string]interface{}{
+					"type":        "boolean",
+					"description": "是否优先出现在黑板索引",
+				},
+				"related_vulnerability_id": map[string]interface{}{
+					"type":        "string",
+					"description": "可选：关联的漏洞记录 ID",
+				},
+			},
+			"required": []string{"fact_key", "summary"},
+		},
+	}
+
+	mcpServer.RegisterTool(upsertTool, func(ctx context.Context, args map[string]interface{}) (*mcp.ToolResult, error) {
+		projectID, err := projectIDFromConversation(db, ctx)
+		if err != nil {
+			return textResult("错误: "+err.Error(), true), nil
+		}
+		factKey, _ := args["fact_key"].(string)
+		summary, _ := args["summary"].(string)
+		if strings.TrimSpace(factKey) == "" || strings.TrimSpace(summary) == "" {
+			return textResult("错误: fact_key 与 summary 必填", true), nil
+		}
+		if len([]rune(summary)) > cfg.Project.FactSummaryMaxRunesEffective() {
+			return textResult(fmt.Sprintf("错误: summary 过长（最多 %d 字）", cfg.Project.FactSummaryMaxRunesEffective()), true), nil
+		}
+		f := &database.ProjectFact{
+			ProjectID:              projectID,
+			FactKey:                factKey,
+			Category:               strArg(args, "category"),
+			Summary:                summary,
+			Body:                   strArg(args, "body"),
+			Confidence:             strArg(args, "confidence"),
+			Pinned:                 boolArg(args, "pinned"),
+			RelatedVulnerabilityID: strArg(args, "related_vulnerability_id"),
+		}
+		if convID := agent.ConversationIDFromContext(ctx); convID != "" {
+			f.SourceConversationID = convID
+		}
+		created, err := db.UpsertProjectFact(f)
+		if err != nil {
+			return textResult("错误: "+err.Error(), true), nil
+		}
+		msg := fmt.Sprintf("事实已保存。\nfact_key: %s\nid: %s\nconfidence: %s", created.FactKey, created.ID, created.Confidence)
+		if warn := project.SparseBodyWarningIfNeeded(f.Category, f.FactKey, f.Body); warn != "" {
+			msg += warn
+		}
+		return textResult(msg, false), nil
+	})
+
+	getTool := mcp.Tool{
+		Name:             builtin.ToolGetProjectFact,
+		Description:      "按 fact_key 获取项目事实完整 body 与元数据。摘要不足时必须调用本工具，禁止臆造细节。",
+		ShortDescription: "按 key 获取事实详情",
+		InputSchema: map[string]interface{}{
+			"type": "object",
+			"properties": map[string]interface{}{
+				"fact_key": map[string]interface{}{"type": "string", "description": "事实 key"},
+			},
+			"required": []string{"fact_key"},
+		},
+	}
+	mcpServer.RegisterTool(getTool, func(ctx context.Context, args map[string]interface{}) (*mcp.ToolResult, error) {
+		projectID, err := projectIDFromConversation(db, ctx)
+		if err != nil {
+			return textResult("错误: "+err.Error(), true), nil
+		}
+		key := strings.TrimSpace(strArg(args, "fact_key"))
+		if key == "" {
+			return textResult("错误: fact_key 必填", true), nil
+		}
+		f, err := db.GetProjectFactByKey(projectID, key)
+		if err != nil {
+			return textResult("错误: "+err.Error(), true), nil
+		}
+		msg := fmt.Sprintf("fact_key: %s\ncategory: %s\nconfidence: %s\nsummary: %s\nupdated_at: %s",
+			f.FactKey, f.Category, f.Confidence, f.Summary, f.UpdatedAt.Format("2006-01-02 15:04:05"))
+		if f.RelatedVulnerabilityID != "" {
+			msg += fmt.Sprintf("\nrelated_vulnerability_id: %s", f.RelatedVulnerabilityID)
+		}
+		if f.SourceConversationID != "" {
+			msg += fmt.Sprintf("\nsource_conversation_id: %s", f.SourceConversationID)
+		}
+		msg += "\n\n--- body ---\n" + f.Body
+		if warn := project.SparseBodyWarningIfNeeded(f.Category, f.FactKey, f.Body); warn != "" {
+			msg += warn
+		}
+		return textResult(msg, false), nil
+	})
+
+	listTool := mcp.Tool{
+		Name:             builtin.ToolListProjectFacts,
+		Description:      "列出当前项目的事实（分页）。",
+		ShortDescription: "列出项目事实",
+		InputSchema: map[string]interface{}{
+			"type": "object",
+			"properties": map[string]interface{}{
+				"category":   map[string]interface{}{"type": "string"},
+				"confidence": map[string]interface{}{"type": "string"},
+				"limit":      map[string]interface{}{"type": "integer"},
+				"offset":     map[string]interface{}{"type": "integer"},
+			},
+		},
+	}
+	mcpServer.RegisterTool(listTool, func(ctx context.Context, args map[string]interface{}) (*mcp.ToolResult, error) {
+		projectID, err := projectIDFromConversation(db, ctx)
+		if err != nil {
+			return textResult("错误: "+err.Error(), true), nil
+		}
+		limit := intArg(args, "limit", 50)
+		offset := intArg(args, "offset", 0)
+		filter := database.ProjectFactListFilter{
+			Category:   strArg(args, "category"),
+			Confidence: strArg(args, "confidence"),
+		}
+		list, err := db.ListProjectFacts(projectID, filter, limit, offset)
+		if err != nil {
+			return textResult("错误: "+err.Error(), true), nil
+		}
+		var b strings.Builder
+		b.WriteString(fmt.Sprintf("共 %d 条（limit=%d offset=%d）:\n", len(list), limit, offset))
+		for _, f := range list {
+			b.WriteString(fmt.Sprintf("- [%s] %s — %s (%s)\n", f.FactKey, f.Category, f.Summary, f.Confidence))
+		}
+		return textResult(b.String(), false), nil
+	})
+
+	searchTool := mcp.Tool{
+		Name:             builtin.ToolSearchProjectFacts,
+		Description:      "按关键词搜索项目事实（summary/body/fact_key）。",
+		ShortDescription: "搜索项目事实",
+		InputSchema: map[string]interface{}{
+			"type": "object",
+			"properties": map[string]interface{}{
+				"query":  map[string]interface{}{"type": "string"},
+				"limit":  map[string]interface{}{"type": "integer"},
+				"offset": map[string]interface{}{"type": "integer"},
+			},
+			"required": []string{"query"},
+		},
+	}
+	mcpServer.RegisterTool(searchTool, func(ctx context.Context, args map[string]interface{}) (*mcp.ToolResult, error) {
+		projectID, err := projectIDFromConversation(db, ctx)
+		if err != nil {
+			return textResult("错误: "+err.Error(), true), nil
+		}
+		q := strings.TrimSpace(strArg(args, "query"))
+		if q == "" {
+			return textResult("错误: query 必填", true), nil
+		}
+		list, err := db.ListProjectFacts(projectID, database.ProjectFactListFilter{Search: q}, intArg(args, "limit", 30), intArg(args, "offset", 0))
+		if err != nil {
+			return textResult("错误: "+err.Error(), true), nil
+		}
+		var b strings.Builder
+		b.WriteString(fmt.Sprintf("搜索 \"%s\" 命中 %d 条:\n", q, len(list)))
+		for _, f := range list {
+			b.WriteString(fmt.Sprintf("- [%s] %s — %s\n", f.FactKey, f.Category, f.Summary))
+		}
+		return textResult(b.String(), false), nil
+	})
+
+	deprecateTool := mcp.Tool{
+		Name:             builtin.ToolDeprecateProjectFact,
+		Description:      "将事实标记为 deprecated，从黑板索引中排除。",
+		ShortDescription: "废弃项目事实",
+		InputSchema: map[string]interface{}{
+			"type": "object",
+			"properties": map[string]interface{}{
+				"fact_key": map[string]interface{}{"type": "string"},
+			},
+			"required": []string{"fact_key"},
+		},
+	}
+	mcpServer.RegisterTool(deprecateTool, func(ctx context.Context, args map[string]interface{}) (*mcp.ToolResult, error) {
+		projectID, err := projectIDFromConversation(db, ctx)
+		if err != nil {
+			return textResult("错误: "+err.Error(), true), nil
+		}
+		key := strings.TrimSpace(strArg(args, "fact_key"))
+		if err := db.DeprecateProjectFact(projectID, key); err != nil {
+			return textResult("错误: "+err.Error(), true), nil
+		}
+		return textResult("事实已标记为 deprecated: "+key, false), nil
+	})
+
+	restoreTool := mcp.Tool{
+		Name:             builtin.ToolRestoreProjectFact,
+		Description:      "将已废弃（deprecated）的事实恢复为 tentative 或 confirmed，重新参与黑板索引。",
+		ShortDescription: "恢复已废弃的项目事实",
+		InputSchema: map[string]interface{}{
+			"type": "object",
+			"properties": map[string]interface{}{
+				"fact_key": map[string]interface{}{"type": "string"},
+				"confidence": map[string]interface{}{
+					"type":        "string",
+					"description": "恢复后的置信度：tentative（默认）或 confirmed",
+					"enum":        []string{"tentative", "confirmed"},
+				},
+			},
+			"required": []string{"fact_key"},
+		},
+	}
+	mcpServer.RegisterTool(restoreTool, func(ctx context.Context, args map[string]interface{}) (*mcp.ToolResult, error) {
+		projectID, err := projectIDFromConversation(db, ctx)
+		if err != nil {
+			return textResult("错误: "+err.Error(), true), nil
+		}
+		key := strings.TrimSpace(strArg(args, "fact_key"))
+		if key == "" {
+			return textResult("错误: fact_key 必填", true), nil
+		}
+		conf := strArg(args, "confidence")
+		if err := db.RestoreProjectFact(projectID, key, conf); err != nil {
+			return textResult("错误: "+err.Error(), true), nil
+		}
+		if conf == "" {
+			conf = "tentative"
+		}
+		return textResult(fmt.Sprintf("事实已恢复为 %s: %s", conf, key), false), nil
+	})
+
+	if logger != nil {
+		logger.Info("项目黑板 MCP 工具注册成功")
+	}
+}
+
+func strArg(args map[string]interface{}, key string) string {
+	if v, ok := args[key].(string); ok {
+		return v
+	}
+	return ""
+}
+
+func boolArg(args map[string]interface{}, key string) bool {
+	if v, ok := args[key].(bool); ok {
+		return v
+	}
+	return false
+}
+
+func intArg(args map[string]interface{}, key string, def int) int {
+	switch v := args[key].(type) {
+	case float64:
+		return int(v)
+	case int:
+		return v
+	case int64:
+		return int(v)
+	default:
+		return def
+	}
+}

internal/app/vulnerability_tools.go

@@ -0,0 +1,405 @@
+package app
+
+import (
+	"context"
+	"fmt"
+	"strings"
+
+	"cyberstrike-ai/internal/agent"
+	"cyberstrike-ai/internal/database"
+	"cyberstrike-ai/internal/mcp"
+	"cyberstrike-ai/internal/mcp/builtin"
+
+	"go.uber.org/zap"
+)
+
+func conversationIDFromToolCtx(ctx context.Context) string {
+	if id := agent.ConversationIDFromContext(ctx); id != "" {
+		return id
+	}
+	return mcp.MCPConversationIDFromContext(ctx)
+}
+
+// canAccessVulnerability 校验当前对话是否有权查看该漏洞（默认项目隔离，未绑项目则仅本会话）。
+func canAccessVulnerability(vuln *database.Vulnerability, convID, projectID string) bool {
+	if vuln == nil || convID == "" {
+		return false
+	}
+	if projectID != "" {
+		if strings.TrimSpace(vuln.ProjectID) == projectID {
+			return true
+		}
+		// 历史记录：写入时尚未绑定 project_id，但属于同一会话
+		if strings.TrimSpace(vuln.ProjectID) == "" && vuln.ConversationID == convID {
+			return true
+		}
+		return false
+	}
+	return vuln.ConversationID == convID
+}
+
+func buildVulnerabilityListFilter(db *database.DB, ctx context.Context, args map[string]interface{}) (database.VulnerabilityListFilter, string, error) {
+	convID := conversationIDFromToolCtx(ctx)
+	if convID == "" {
+		return database.VulnerabilityListFilter{}, "", fmt.Errorf("无法确定当前对话，请在对话上下文中使用漏洞查询工具")
+	}
+
+	projectID := ""
+	if pid, err := db.GetConversationProjectID(convID); err == nil {
+		projectID = strings.TrimSpace(pid)
+	}
+
+	scope := strings.TrimSpace(strArg(args, "scope"))
+	if scope == "" {
+		if projectID != "" {
+			scope = "project"
+		} else {
+			scope = "conversation"
+		}
+	}
+
+	filter := database.VulnerabilityListFilter{
+		Severity: strings.TrimSpace(strArg(args, "severity")),
+		Status:   strings.TrimSpace(strArg(args, "status")),
+	}
+	if q := strings.TrimSpace(strArg(args, "q")); q != "" {
+		filter.Search = q
+	} else {
+		filter.Search = strings.TrimSpace(strArg(args, "search"))
+	}
+
+	var scopeLabel string
+	switch scope {
+	case "project":
+		if projectID == "" {
+			return filter, "", fmt.Errorf("当前对话未绑定项目，无法按项目列出漏洞；请使用 scope=conversation，或先在对话中绑定项目")
+		}
+		filter.ProjectID = projectID
+		scopeLabel = fmt.Sprintf("项目 %s", projectID)
+	case "conversation":
+		filter.ConversationID = convID
+		scopeLabel = fmt.Sprintf("会话 %s", convID)
+	default:
+		return filter, "", fmt.Errorf("scope 仅支持 project 或 conversation，当前值: %s", scope)
+	}
+	return filter, scopeLabel, nil
+}
+
+func formatVulnerabilityListItem(v *database.Vulnerability) string {
+	line := fmt.Sprintf("- id=%s | %s | %s | %s", v.ID, v.Severity, v.Status, v.Title)
+	if v.Type != "" {
+		line += fmt.Sprintf(" | type=%s", v.Type)
+	}
+	if v.Target != "" {
+		line += fmt.Sprintf(" | target=%s", truncateRunes(v.Target, 80))
+	}
+	return line
+}
+
+func formatVulnerabilityDetail(v *database.Vulnerability) string {
+	var b strings.Builder
+	b.WriteString(fmt.Sprintf("漏洞ID: %s\n", v.ID))
+	b.WriteString(fmt.Sprintf("标题: %s\n", v.Title))
+	b.WriteString(fmt.Sprintf("严重程度: %s\n", v.Severity))
+	b.WriteString(fmt.Sprintf("状态: %s\n", v.Status))
+	if v.Type != "" {
+		b.WriteString(fmt.Sprintf("类型: %s\n", v.Type))
+	}
+	if v.Target != "" {
+		b.WriteString(fmt.Sprintf("目标: %s\n", v.Target))
+	}
+	if v.ProjectID != "" {
+		b.WriteString(fmt.Sprintf("项目ID: %s\n", v.ProjectID))
+	}
+	b.WriteString(fmt.Sprintf("会话ID: %s\n", v.ConversationID))
+	if !v.CreatedAt.IsZero() {
+		b.WriteString(fmt.Sprintf("创建时间: %s\n", v.CreatedAt.Format("2006-01-02 15:04:05")))
+	}
+	if v.Description != "" {
+		b.WriteString("\n--- 描述 ---\n")
+		b.WriteString(v.Description)
+		b.WriteString("\n")
+	}
+	if v.Proof != "" {
+		b.WriteString("\n--- 证明（POC） ---\n")
+		b.WriteString(v.Proof)
+		b.WriteString("\n")
+	}
+	if v.Impact != "" {
+		b.WriteString("\n--- 影响 ---\n")
+		b.WriteString(v.Impact)
+		b.WriteString("\n")
+	}
+	if v.Recommendation != "" {
+		b.WriteString("\n--- 修复建议 ---\n")
+		b.WriteString(v.Recommendation)
+		b.WriteString("\n")
+	}
+	return b.String()
+}
+
+func truncateRunes(s string, max int) string {
+	r := []rune(s)
+	if len(r) <= max {
+		return s
+	}
+	return string(r[:max]) + "…"
+}
+
+// registerVulnerabilityTools 注册漏洞记录与查询 MCP 工具。
+func registerVulnerabilityTools(mcpServer *mcp.Server, db *database.DB, logger *zap.Logger) {
+	registerRecordVulnerabilityTool(mcpServer, db, logger)
+	registerListVulnerabilitiesTool(mcpServer, db, logger)
+	registerGetVulnerabilityTool(mcpServer, db, logger)
+	if logger != nil {
+		logger.Info("漏洞 MCP 工具注册成功", zap.Strings("tools", []string{
+			builtin.ToolRecordVulnerability,
+			builtin.ToolListVulnerabilities,
+			builtin.ToolGetVulnerability,
+		}))
+	}
+}
+
+func registerRecordVulnerabilityTool(mcpServer *mcp.Server, db *database.DB, logger *zap.Logger) {
+	tool := mcp.Tool{
+		Name:             builtin.ToolRecordVulnerability,
+		Description:      "记录发现的漏洞详情到漏洞管理系统。边渗透边记录：每验证出一条可复现漏洞（含 POC/影响）后立即调用，勿等会话结束。包括标题、描述、严重程度、类型、目标、证明、影响和建议等。记录前可先 list_vulnerabilities 避免重复。",
+		ShortDescription: "记录发现的漏洞详情到漏洞管理系统",
+		InputSchema: map[string]interface{}{
+			"type": "object",
+			"properties": map[string]interface{}{
+				"title": map[string]interface{}{
+					"type":        "string",
+					"description": "漏洞标题（必需）",
+				},
+				"description": map[string]interface{}{
+					"type":        "string",
+					"description": "漏洞详细描述",
+				},
+				"severity": map[string]interface{}{
+					"type":        "string",
+					"description": "漏洞严重程度：critical（严重）、high（高）、medium（中）、low（低）、info（信息）",
+					"enum":        []string{"critical", "high", "medium", "low", "info"},
+				},
+				"vulnerability_type": map[string]interface{}{
+					"type":        "string",
+					"description": "漏洞类型，如：SQL注入、XSS、CSRF、命令注入等",
+				},
+				"target": map[string]interface{}{
+					"type":        "string",
+					"description": "受影响的目标（URL、IP地址、服务等）",
+				},
+				"proof": map[string]interface{}{
+					"type":        "string",
+					"description": "漏洞证明（POC、截图、请求/响应等）",
+				},
+				"impact": map[string]interface{}{
+					"type":        "string",
+					"description": "漏洞影响说明",
+				},
+				"recommendation": map[string]interface{}{
+					"type":        "string",
+					"description": "修复建议",
+				},
+			},
+			"required": []string{"title", "severity"},
+		},
+	}
+
+	mcpServer.RegisterTool(tool, func(ctx context.Context, args map[string]interface{}) (*mcp.ToolResult, error) {
+		conversationID := strings.TrimSpace(strArg(args, "conversation_id"))
+		if conversationID == "" {
+			conversationID = conversationIDFromToolCtx(ctx)
+		}
+		if conversationID == "" {
+			return textResult("错误: conversation_id 未设置。这是系统错误，请重试。", true), nil
+		}
+
+		title := strings.TrimSpace(strArg(args, "title"))
+		if title == "" {
+			return textResult("错误: title 参数必需且不能为空", true), nil
+		}
+
+		severity := strings.TrimSpace(strArg(args, "severity"))
+		if severity == "" {
+			return textResult("错误: severity 参数必需且不能为空", true), nil
+		}
+
+		validSeverities := map[string]bool{
+			"critical": true, "high": true, "medium": true, "low": true, "info": true,
+		}
+		if !validSeverities[severity] {
+			return textResult(fmt.Sprintf("错误: severity 必须是 critical、high、medium、low 或 info 之一，当前值: %s", severity), true), nil
+		}
+
+		projectID := ""
+		if pid, perr := db.GetConversationProjectID(conversationID); perr == nil {
+			projectID = strings.TrimSpace(pid)
+		}
+
+		vuln := &database.Vulnerability{
+			ConversationID: conversationID,
+			ProjectID:      projectID,
+			Title:          title,
+			Description:    strArg(args, "description"),
+			Severity:       severity,
+			Status:         "open",
+			Type:           strArg(args, "vulnerability_type"),
+			Target:         strArg(args, "target"),
+			Proof:          strArg(args, "proof"),
+			Impact:         strArg(args, "impact"),
+			Recommendation: strArg(args, "recommendation"),
+		}
+
+		created, err := db.CreateVulnerability(vuln)
+		if err != nil {
+			if logger != nil {
+				logger.Error("记录漏洞失败", zap.Error(err))
+			}
+			return textResult(fmt.Sprintf("记录漏洞失败: %v", err), true), nil
+		}
+
+		if logger != nil {
+			logger.Info("漏洞记录成功",
+				zap.String("id", created.ID),
+				zap.String("title", created.Title),
+				zap.String("severity", created.Severity),
+				zap.String("conversation_id", conversationID),
+			)
+		}
+
+		return textResult(fmt.Sprintf("漏洞已成功记录！\n\n漏洞ID: %s\n标题: %s\n严重程度: %s\n状态: %s\n\n可使用 get_vulnerability(id) 查看详情，或 list_vulnerabilities 查看列表。",
+			created.ID, created.Title, created.Severity, created.Status), false), nil
+	})
+}
+
+func registerListVulnerabilitiesTool(mcpServer *mcp.Server, db *database.DB, logger *zap.Logger) {
+	tool := mcp.Tool{
+		Name: builtin.ToolListVulnerabilities,
+		Description: "列出当前授权范围内的漏洞（摘要）。默认：对话已绑定项目时列出该项目下全部漏洞；未绑项目时仅列出当前会话漏洞。可用 scope=conversation 仅看本会话。记录新漏洞前建议先调用以避免重复。",
+		ShortDescription: "列出漏洞（默认当前项目）",
+		InputSchema: map[string]interface{}{
+			"type": "object",
+			"properties": map[string]interface{}{
+				"scope": map[string]interface{}{
+					"type":        "string",
+					"description": "范围：project（默认，需绑定项目）| conversation（仅当前会话）",
+					"enum":        []string{"project", "conversation"},
+				},
+				"severity": map[string]interface{}{
+					"type":        "string",
+					"description": "按严重程度筛选：critical、high、medium、low、info",
+					"enum":        []string{"critical", "high", "medium", "low", "info"},
+				},
+				"status": map[string]interface{}{
+					"type":        "string",
+					"description": "按状态筛选：open、confirmed、fixed、false_positive",
+					"enum":        []string{"open", "confirmed", "fixed", "false_positive"},
+				},
+				"q": map[string]interface{}{
+					"type":        "string",
+					"description": "关键词搜索（标题、描述、类型、目标等）",
+				},
+				"limit": map[string]interface{}{
+					"type":        "integer",
+					"description": "返回条数上限，默认 30，最大 100",
+				},
+				"offset": map[string]interface{}{
+					"type":        "integer",
+					"description": "分页偏移，默认 0",
+				},
+			},
+		},
+	}
+
+	mcpServer.RegisterTool(tool, func(ctx context.Context, args map[string]interface{}) (*mcp.ToolResult, error) {
+		filter, scopeLabel, err := buildVulnerabilityListFilter(db, ctx, args)
+		if err != nil {
+			return textResult("错误: "+err.Error(), true), nil
+		}
+
+		limit := intArg(args, "limit", 30)
+		if limit <= 0 || limit > 100 {
+			limit = 30
+		}
+		offset := intArg(args, "offset", 0)
+		if offset < 0 {
+			offset = 0
+		}
+
+		total, err := db.CountVulnerabilities(filter)
+		if err != nil {
+			if logger != nil {
+				logger.Warn("统计漏洞失败", zap.Error(err))
+			}
+			total = 0
+		}
+
+		list, err := db.ListVulnerabilities(limit, offset, filter)
+		if err != nil {
+			return textResult("错误: "+err.Error(), true), nil
+		}
+
+		var b strings.Builder
+		b.WriteString(fmt.Sprintf("范围: %s\n总计: %d | 本页: %d 条 (limit=%d offset=%d)\n\n", scopeLabel, total, len(list), limit, offset))
+		if len(list) == 0 {
+			b.WriteString("（暂无漏洞记录）\n")
+		} else {
+			for _, v := range list {
+				b.WriteString(formatVulnerabilityListItem(v))
+				b.WriteString("\n")
+			}
+			if total > offset+len(list) {
+				b.WriteString(fmt.Sprintf("\n（还有更多，可增大 offset 或使用 q/severity/status 筛选）\n"))
+			}
+		}
+		b.WriteString("\n需要 POC 与完整字段请对具体 id 调用 get_vulnerability。")
+		return textResult(b.String(), false), nil
+	})
+}
+
+func registerGetVulnerabilityTool(mcpServer *mcp.Server, db *database.DB, logger *zap.Logger) {
+	tool := mcp.Tool{
+		Name:             builtin.ToolGetVulnerability,
+		Description:      "按漏洞 ID 获取完整详情（含 POC、影响、修复建议）。仅能访问当前项目或当前会话下的漏洞（与 list_vulnerabilities 授权范围一致）。",
+		ShortDescription: "按 ID 获取漏洞详情",
+		InputSchema: map[string]interface{}{
+			"type": "object",
+			"properties": map[string]interface{}{
+				"id": map[string]interface{}{
+					"type":        "string",
+					"description": "漏洞 ID（list_vulnerabilities 返回的 id）",
+				},
+			},
+			"required": []string{"id"},
+		},
+	}
+
+	mcpServer.RegisterTool(tool, func(ctx context.Context, args map[string]interface{}) (*mcp.ToolResult, error) {
+		convID := conversationIDFromToolCtx(ctx)
+		if convID == "" {
+			return textResult("错误: 无法确定当前对话，请在对话上下文中使用本工具", true), nil
+		}
+
+		id := strings.TrimSpace(strArg(args, "id"))
+		if id == "" {
+			return textResult("错误: id 必填", true), nil
+		}
+
+		vuln, err := db.GetVulnerability(id)
+		if err != nil {
+			return textResult("错误: 漏洞不存在或查询失败", true), nil
+		}
+
+		projectID := ""
+		if pid, perr := db.GetConversationProjectID(convID); perr == nil {
+			projectID = strings.TrimSpace(pid)
+		}
+
+		if !canAccessVulnerability(vuln, convID, projectID) {
+			return textResult("错误: 无权访问该漏洞（仅可查看当前项目或当前会话下的记录）", true), nil
+		}
+
+		return textResult(formatVulnerabilityDetail(vuln), false), nil
+	})
+}

internal/audit/conversation_create.go

@@ -0,0 +1,55 @@
+package audit
+
+import (
+	"strings"
+
+	"cyberstrike-ai/internal/database"
+	"cyberstrike-ai/internal/security"
+
+	"github.com/gin-gonic/gin"
+)
+
+// RegisterConversationCreateHook records platform audit rows for every new conversation.
+func RegisterConversationCreateHook(s *Service) {
+	if s == nil {
+		return
+	}
+	database.SetConversationCreateHook(func(conv *database.Conversation, meta database.ConversationCreateMeta) {
+		detail := map[string]interface{}{
+			"title":  conv.Title,
+			"source": meta.Source,
+		}
+		if meta.WebShellConnectionID != "" {
+			detail["webshell_connection_id"] = meta.WebShellConnectionID
+		}
+		s.Record(nil, Entry{
+			Category:     "conversation",
+			Action:       "create",
+			Result:       "success",
+			Message:      "创建对话",
+			ResourceType: "conversation",
+			ResourceID:   conv.ID,
+			Detail:       detail,
+			ClientIP:     meta.ClientIP,
+			SessionHint:  meta.SessionHint,
+		})
+	})
+}
+
+// ConversationCreateMeta builds audit metadata for conversation creation.
+func ConversationCreateMeta(source string) database.ConversationCreateMeta {
+	return database.ConversationCreateMeta{Source: strings.TrimSpace(source)}
+}
+
+// ConversationCreateMetaFromGin includes client IP and session hint when available.
+func ConversationCreateMetaFromGin(c *gin.Context, source string) database.ConversationCreateMeta {
+	m := ConversationCreateMeta(source)
+	if c == nil {
+		return m
+	}
+	m.ClientIP = c.ClientIP()
+	if token := c.GetString(security.ContextAuthTokenKey); token != "" {
+		m.SessionHint = sessionHint(token)
+	}
+	return m
+}

internal/audit/meta.go

@@ -0,0 +1,9 @@
+package audit
+
+// RetentionDays returns configured retention; 0 means keep forever.
+func (s *Service) RetentionDays() int {
+	if s == nil || s.cfg == nil {
+		return 0
+	}
+	return s.cfg.Audit.RetentionDaysEffective()
+}

internal/audit/record.go

@@ -0,0 +1,29 @@
+package audit
+
+import "github.com/gin-gonic/gin"
+
+// RecordAction writes a platform audit row with common defaults.
+func (s *Service) RecordAction(c *gin.Context, category, action, result, message, resourceType, resourceID string, detail map[string]interface{}) {
+	if s == nil {
+		return
+	}
+	s.Record(c, Entry{
+		Category:     category,
+		Action:       action,
+		Result:       result,
+		Message:      message,
+		ResourceType: resourceType,
+		ResourceID:   resourceID,
+		Detail:       detail,
+	})
+}
+
+// RecordOK is a shorthand for successful operations.
+func (s *Service) RecordOK(c *gin.Context, category, action, message, resourceType, resourceID string, detail map[string]interface{}) {
+	s.RecordAction(c, category, action, "success", message, resourceType, resourceID, detail)
+}
+
+// RecordFail is a shorthand for failed operations.
+func (s *Service) RecordFail(c *gin.Context, category, action, message string, detail map[string]interface{}) {
+	s.RecordAction(c, category, action, "failure", message, "", "", detail)
+}

internal/audit/resource_availability.go

@@ -0,0 +1,86 @@
+package audit
+
+import (
+	"strings"
+
+	"cyberstrike-ai/internal/database"
+)
+
+var auditActionsResourceRemoved = map[string]bool{
+	"delete":                  true,
+	"item_delete":             true,
+	"connection_delete":       true,
+	"listener_delete":         true,
+	"session_delete":          true,
+	"task_delete":             true,
+	"execution_delete":        true,
+	"execution_delete_batch":  true,
+	"delete_queue":            true,
+	"delete_batch_task":       true,
+	"markdown_delete":         true,
+}
+
+// ApplyResourceAvailability sets log.ResourceAvailable when the linked resource can be checked.
+func ApplyResourceAvailability(db *database.DB, log *database.AuditLog) {
+	if log == nil || strings.TrimSpace(log.ResourceID) == "" {
+		return
+	}
+	if auditActionsResourceRemoved[log.Action] {
+		f := false
+		log.ResourceAvailable = &f
+		return
+	}
+	if db == nil {
+		return
+	}
+	available, known := resourceStillExists(db, log.ResourceType, log.ResourceID)
+	if known {
+		log.ResourceAvailable = &available
+	}
+}
+
+func resourceStillExists(db *database.DB, resourceType, resourceID string) (bool, bool) {
+	resourceID = strings.TrimSpace(resourceID)
+	if resourceID == "" {
+		return false, false
+	}
+	t := strings.TrimSpace(resourceType)
+	if t == "" {
+		if len(resourceID) > 8 && !strings.HasPrefix(resourceID, "c2_") {
+			t = "conversation"
+		} else {
+			return false, false
+		}
+	}
+	switch t {
+	case "conversation":
+		ok, err := db.ConversationExists(resourceID)
+		return ok, err == nil
+	case "vulnerability":
+		_, err := db.GetVulnerability(resourceID)
+		if err != nil {
+			return false, strings.Contains(err.Error(), "不存在")
+		}
+		return true, true
+	case "batch_queue":
+		_, err := db.GetBatchQueue(resourceID)
+		return err == nil, true
+	case "c2_listener":
+		_, err := db.GetC2Listener(resourceID)
+		return err == nil, true
+	case "c2_session":
+		_, err := db.GetC2Session(resourceID)
+		return err == nil, true
+	case "c2_task":
+		_, err := db.GetC2Task(resourceID)
+		return err == nil, true
+	case "webshell_connection":
+		c, err := db.GetWebshellConnection(resourceID)
+		return err == nil && c != nil, true
+	case "tool_execution":
+		_, err := db.GetToolExecution(resourceID)
+		return err == nil, true
+	default:
+		return false, false
+	}
+}

internal/audit/retention.go

@@ -0,0 +1,27 @@
+package audit
+
+import (
+	"time"
+
+	"go.uber.org/zap"
+)
+
+// auditRetentionPurgeInterval is how often PurgeExpired runs while the process is up (startup also purges once).
+const auditRetentionPurgeInterval = time.Hour
+
+// StartRetentionLoop periodically purges expired audit rows.
+func StartRetentionLoop(s *Service, logger *zap.Logger) {
+	if s == nil {
+		return
+	}
+	go func() {
+		ticker := time.NewTicker(auditRetentionPurgeInterval)
+		defer ticker.Stop()
+		for range ticker.C {
+			s.PurgeExpired()
+			if logger != nil {
+				logger.Debug("audit retention tick completed")
+			}
+		}
+	}()
+}

internal/audit/sanitize.go

@@ -0,0 +1,58 @@
+package audit
+
+import (
+	"encoding/json"
+	"strings"
+)
+
+var sensitiveKeySubstrings = []string{
+	"password", "api_key", "apikey", "secret", "token", "authorization",
+	"credential", "private_key", "access_key",
+}
+
+// SanitizeDetail redacts sensitive keys and truncates serialized size.
+func SanitizeDetail(detail map[string]interface{}, maxBytes int) map[string]interface{} {
+	if detail == nil {
+		return nil
+	}
+	if maxBytes <= 0 {
+		maxBytes = 8192
+	}
+	out := sanitizeValue("", detail)
+	if m, ok := out.(map[string]interface{}); ok {
+		b, _ := json.Marshal(m)
+		if len(b) > maxBytes {
+			return map[string]interface{}{
+				"_truncated": true,
+				"_preview":   string(b[:maxBytes]),
+			}
+		}
+		return m
+	}
+	return map[string]interface{}{"value": out}
+}
+
+func sanitizeValue(key string, v interface{}) interface{} {
+	kl := strings.ToLower(key)
+	for _, sub := range sensitiveKeySubstrings {
+		if strings.Contains(kl, sub) {
+			return "***"
+		}
+	}
+	switch t := v.(type) {
+	case map[string]interface{}:
+		m := make(map[string]interface{}, len(t))
+		for k, val := range t {
+			m[k] = sanitizeValue(k, val)
+		}
+		return m
+	case []interface{}:
+		arr := make([]interface{}, len(t))
+		for i, val := range t {
+			arr[i] = sanitizeValue(key, val)
+		}
+		return arr
+	default:
+		return v
+	}
+}

internal/audit/service.go

@@ -0,0 +1,172 @@
+package audit
+
+import (
+	"crypto/sha256"
+	"encoding/hex"
+	"strings"
+	"time"
+
+	"cyberstrike-ai/internal/config"
+	"cyberstrike-ai/internal/database"
+	"cyberstrike-ai/internal/security"
+
+	"github.com/gin-gonic/gin"
+	"github.com/google/uuid"
+	"go.uber.org/zap"
+)
+
+// Service persists platform audit logs.
+type Service struct {
+	db           *database.DB
+	cfg          *config.Config
+	logger       *zap.Logger
+	failThrottle *failureThrottle
+}
+
+// NewService creates an audit service.
+func NewService(db *database.DB, cfg *config.Config, logger *zap.Logger) *Service {
+	return &Service{
+		db:           db,
+		cfg:          cfg,
+		logger:       logger,
+		failThrottle: newFailureThrottle(),
+	}
+}
+
+// Enabled reports whether audit persistence is on.
+func (s *Service) Enabled() bool {
+	if s == nil || s.cfg == nil {
+		return false
+	}
+	return s.cfg.Audit.EnabledEffective()
+}
+
+// Record writes one audit row from a Gin request context.
+func (s *Service) Record(c *gin.Context, e Entry) {
+	if s == nil || !s.Enabled() || s.db == nil {
+		return
+	}
+	if strings.TrimSpace(e.Category) == "" || strings.TrimSpace(e.Action) == "" {
+		return
+	}
+	if e.Result == "failure" && !s.allowFailureAudit(c, e) {
+		return
+	}
+	if strings.TrimSpace(e.Result) == "" {
+		e.Result = "success"
+	}
+	if strings.TrimSpace(e.Level) == "" {
+		if e.Result == "failure" {
+			e.Level = "warn"
+		} else {
+			e.Level = "info"
+		}
+	}
+	if strings.TrimSpace(e.Actor) == "" {
+		e.Actor = "admin"
+	}
+	maxDetail := s.cfg.Audit.MaxDetailBytesEffective()
+	detail := SanitizeDetail(e.Detail, maxDetail)
+
+	sessionHintVal := e.SessionHint
+	if sessionHintVal == "" && c != nil {
+		if token := c.GetString(security.ContextAuthTokenKey); token != "" {
+			sessionHintVal = sessionHint(token)
+		}
+	}
+	clientIPVal := e.ClientIP
+	if clientIPVal == "" {
+		clientIPVal = clientIP(c)
+	}
+
+	row := &database.AuditLog{
+		ID:           "audit_" + strings.ReplaceAll(uuid.New().String(), "-", ""),
+		CreatedAt:    time.Now(),
+		Level:        e.Level,
+		Category:     e.Category,
+		Action:       e.Action,
+		Result:       e.Result,
+		Actor:        e.Actor,
+		SessionHint:  sessionHintVal,
+		ClientIP:     clientIPVal,
+		UserAgent:    userAgent(c),
+		ResourceType: e.ResourceType,
+		ResourceID:   e.ResourceID,
+		Message:      e.Message,
+		Detail:       detail,
+	}
+	if err := s.db.AppendAuditLog(row); err != nil && s.logger != nil {
+		s.logger.Warn("写入审计日志失败",
+			zap.String("action", e.Action),
+			zap.Error(err),
+		)
+	}
+}
+
+// RecordSystem writes an audit row without HTTP context (e.g. retention cleanup).
+func (s *Service) RecordSystem(e Entry) {
+	s.Record(nil, e)
+}
+
+// PurgeExpired deletes rows older than retention_days when configured.
+func (s *Service) PurgeExpired() {
+	if s == nil || s.db == nil || s.cfg == nil {
+		return
+	}
+	days := s.cfg.Audit.RetentionDaysEffective()
+	if days <= 0 {
+		return
+	}
+	cutoff := time.Now().AddDate(0, 0, -days)
+	n, err := s.db.DeleteAuditLogsBefore(cutoff)
+	if err != nil {
+		if s.logger != nil {
+			s.logger.Warn("清理过期审计日志失败", zap.Error(err))
+		}
+		return
+	}
+	if n > 0 && s.logger != nil {
+		s.logger.Info("已清理过期审计日志", zap.Int64("deleted", n))
+	}
+}
+
+// HintFromToken returns a short stable hash prefix for a session token.
+func HintFromToken(token string) string {
+	return sessionHint(token)
+}
+
+func sessionHint(token string) string {
+	token = strings.TrimSpace(token)
+	if token == "" {
+		return ""
+	}
+	sum := sha256.Sum256([]byte(token))
+	return hex.EncodeToString(sum[:4])
+}
+
+func (s *Service) allowFailureAudit(c *gin.Context, e Entry) bool {
+	if !isAuthFailureThrottled(e.Category, e.Action) {
+		return true
+	}
+	cooldown := time.Duration(s.cfg.Audit.AuthFailureCooldownEffective()) * time.Second
+	key := authFailureThrottleKey(e.Category, e.Action, clientIP(c))
+	return s.failThrottle.allow(key, cooldown)
+}
+
+func clientIP(c *gin.Context) string {
+	if c == nil {
+		return ""
+	}
+	return c.ClientIP()
+}
+
+func userAgent(c *gin.Context) string {
+	if c == nil {
+		return ""
+	}
+	ua := c.GetHeader("User-Agent")
+	if len(ua) > 512 {
+		return ua[:512]
+	}
+	return ua
+}

internal/audit/throttle.go

@@ -0,0 +1,55 @@
+package audit
+
+import (
+	"sync"
+	"time"
+)
+
+// failureThrottle deduplicates high-frequency failure audit rows (e.g. wrong password).
+type failureThrottle struct {
+	mu   sync.Mutex
+	last map[string]time.Time
+}
+
+func newFailureThrottle() *failureThrottle {
+	return &failureThrottle{last: make(map[string]time.Time)}
+}
+
+// allow reports whether a row with the given key may be written now.
+func (t *failureThrottle) allow(key string, cooldown time.Duration) bool {
+	if t == nil || cooldown <= 0 || key == "" {
+		return true
+	}
+	now := time.Now()
+	t.mu.Lock()
+	defer t.mu.Unlock()
+	if prev, ok := t.last[key]; ok && now.Sub(prev) < cooldown {
+		return false
+	}
+	t.last[key] = now
+	if len(t.last) > 4096 {
+		for k, ts := range t.last {
+			if now.Sub(ts) > cooldown*2 {
+				delete(t.last, k)
+			}
+		}
+	}
+	return true
+}
+
+// authFailureThrottleKey builds a per-IP key for auth failure deduplication.
+func authFailureThrottleKey(category, action, clientIP string) string {
+	return category + ":" + action + ":" + clientIP
+}
+
+func isAuthFailureThrottled(category, action string) bool {
+	if category != "auth" {
+		return false
+	}
+	switch action {
+	case "login", "change_password":
+		return true
+	default:
+		return false
+	}
+}

internal/audit/types.go

@@ -0,0 +1,16 @@
+package audit
+
+// Entry describes one platform audit record (not chat/tool execution bodies).
+type Entry struct {
+	Level        string
+	Category     string
+	Action       string
+	Result       string // success | failure
+	Actor        string
+	SessionHint  string
+	ResourceType string
+	ResourceID   string
+	Message      string
+	Detail   map[string]interface{}
+	ClientIP string // optional when c is nil (robot, batch, DB hook)
+}

internal/config/config.go

@@ -26,6 +26,7 @@ type Config struct {
 	Security    SecurityConfig        `yaml:"security"`
 	Database    DatabaseConfig        `yaml:"database"`
 	Auth        AuthConfig            `yaml:"auth"`
+	Audit       AuditConfig           `yaml:"audit,omitempty" json:"audit,omitempty"`
 	ExternalMCP ExternalMCPConfig     `yaml:"external_mcp,omitempty"`
 	Knowledge   KnowledgeConfig       `yaml:"knowledge,omitempty"`
 	C2          C2Config              `yaml:"c2,omitempty" json:"c2,omitempty"` // 内置 C2 总开关；未配置时默认启用
@@ -35,13 +36,39 @@ type Config struct {
 	SkillsDir   string                `yaml:"skills_dir,omitempty" json:"skills_dir,omitempty"` // Skills配置文件目录
 	AgentsDir   string                `yaml:"agents_dir,omitempty" json:"agents_dir,omitempty"` // 多代理子 Agent Markdown 定义目录（*.md，YAML front matter）
 	MultiAgent  MultiAgentConfig      `yaml:"multi_agent,omitempty" json:"multi_agent,omitempty"`
+	Project     ProjectConfig         `yaml:"project,omitempty" json:"project,omitempty"`
+}
+
+// ProjectConfig 项目黑板（跨对话共享事实）配置。
+type ProjectConfig struct {
+	Enabled                 bool   `yaml:"enabled" json:"enabled"`
+	DefaultProjectID        string `yaml:"default_project_id,omitempty" json:"default_project_id,omitempty"` // 机器人/批量等无显式项目时绑定的默认项目
+	FactIndexMaxRunes       int    `yaml:"fact_index_max_runes,omitempty" json:"fact_index_max_runes,omitempty"`
+	FactSummaryMaxRunes     int    `yaml:"fact_summary_max_runes,omitempty" json:"fact_summary_max_runes,omitempty"`
+	DefaultInjectDeprecated bool   `yaml:"default_inject_deprecated,omitempty" json:"default_inject_deprecated,omitempty"`
+}
+
+// FactIndexMaxRunesEffective 自动注入黑板索引的最大 rune 数。
+func (c ProjectConfig) FactIndexMaxRunesEffective() int {
+	if c.FactIndexMaxRunes <= 0 {
+		return 3500
+	}
+	return c.FactIndexMaxRunes
+}
+
+// FactSummaryMaxRunesEffective upsert 时 summary 最大 rune 数（索引一行，宜含验证要点）。
+func (c ProjectConfig) FactSummaryMaxRunesEffective() int {
+	if c.FactSummaryMaxRunes <= 0 {
+		return 200
+	}
+	return c.FactSummaryMaxRunes
 }
 
 // MultiAgentConfig 基于 CloudWeGo Eino adk/prebuilt 的多代理编排（deep | plan_execute | supervisor，与单 Agent /agent-loop 并存）。
 type MultiAgentConfig struct {
-	Enabled            bool `yaml:"enabled" json:"enabled"`
+	Enabled               bool   `yaml:"enabled" json:"enabled"`
-	RobotUseMultiAgent bool `yaml:"robot_use_multi_agent" json:"robot_use_multi_agent"` // 为 true 时钉钉/飞书/企微机器人走 Eino 多代理
+	RobotDefaultAgentMode string `yaml:"robot_default_agent_mode,omitempty" json:"robot_default_agent_mode,omitempty"` // react | eino_single | deep | plan_execute | supervisor
-	BatchUseMultiAgent bool `yaml:"batch_use_multi_agent" json:"batch_use_multi_agent"` // 为 true 时批量任务队列中每子任务走 Eino 多代理
+	BatchUseMultiAgent     bool   `yaml:"batch_use_multi_agent" json:"batch_use_multi_agent"` // 为 true 时批量任务队列中每子任务走 Eino 多代理
 	// Orchestration 已弃用：保留仅兼容旧版 config.yaml；编排由聊天/WebShell 请求体 orchestration 决定，未传时按 deep。
 	Orchestration string `yaml:"orchestration,omitempty" json:"orchestration,omitempty"`
 	MaxIteration  int    `yaml:"max_iteration" json:"max_iteration"` // 主代理 / 执行器最大推理轮次（Deep、Supervisor、plan_execute 的 Executor）
@@ -227,6 +254,10 @@ type MultiAgentEinoMiddlewareConfig struct {
 	DeepOutputKey string `yaml:"deep_output_key,omitempty" json:"deep_output_key,omitempty"`
 	// DeepModelRetryMaxRetries > 0 enables deep.Config ModelRetryConfig (framework-level chat model retries).
 	DeepModelRetryMaxRetries int `yaml:"deep_model_retry_max_retries,omitempty" json:"deep_model_retry_max_retries,omitempty"`
+	// RunRetryMaxAttempts > 0：429/5xx/网络抖动时 handler 分段续跑次数；0=默认 10。
+	RunRetryMaxAttempts int `yaml:"run_retry_max_attempts,omitempty" json:"run_retry_max_attempts,omitempty"`
+	// RunRetryMaxBackoffSec 单次退避上限秒数；0=默认 30。
+	RunRetryMaxBackoffSec int `yaml:"run_retry_max_backoff_sec,omitempty" json:"run_retry_max_backoff_sec,omitempty"`
 	// TaskToolDescriptionPrefix when non-empty sets deep.Config TaskToolDescriptionGenerator (sub-agent names appended).
 	TaskToolDescriptionPrefix string `yaml:"task_tool_description_prefix,omitempty" json:"task_tool_description_prefix,omitempty"`
 }
@@ -362,9 +393,9 @@ type MultiAgentSubConfig struct {
 
 // MultiAgentPublic 返回给前端的精简信息（不含子代理指令全文）。
 type MultiAgentPublic struct {
-	Enabled                      bool   `json:"enabled"`
+	Enabled               bool   `json:"enabled"`
-	RobotUseMultiAgent           bool   `json:"robot_use_multi_agent"`
+	RobotDefaultAgentMode string `json:"robot_default_agent_mode,omitempty"`
-	BatchUseMultiAgent           bool   `json:"batch_use_multi_agent"`
+	BatchUseMultiAgent    bool   `json:"batch_use_multi_agent"`
 	SubAgentCount                int    `json:"sub_agent_count"`
 	Orchestration                string `json:"orchestration,omitempty"`
 	PlanExecuteLoopMaxIterations int    `json:"plan_execute_loop_max_iterations"`
@@ -372,6 +403,18 @@ type MultiAgentPublic struct {
 	ToolSearchAlwaysVisibleEffectiveTools []string `json:"tool_search_always_visible_effective_tools,omitempty"`
 }
 
+// NormalizeRobotAgentMode 解析机器人默认对话模式（react | eino_single | deep | plan_execute | supervisor）；空值视为 react。
+func NormalizeRobotAgentMode(ma MultiAgentConfig) string {
+	s := strings.TrimSpace(strings.ToLower(ma.RobotDefaultAgentMode))
+	if s == "" || s == "single" || s == "react" {
+		return "react"
+	}
+	if s == "eino_single" {
+		return "eino_single"
+	}
+	return NormalizeMultiAgentOrchestration(s)
+}
+
 // NormalizeMultiAgentOrchestration 返回 deep、plan_execute 或 supervisor。
 func NormalizeMultiAgentOrchestration(s string) string {
 	v := strings.TrimSpace(strings.ToLower(s))
@@ -387,9 +430,9 @@ func NormalizeMultiAgentOrchestration(s string) string {
 
 // MultiAgentAPIUpdate 设置页/API 仅更新多代理标量字段；写入 YAML 时不覆盖 sub_agents 等块。
 type MultiAgentAPIUpdate struct {
-	Enabled                      bool `json:"enabled"`
+	Enabled               bool   `json:"enabled"`
-	RobotUseMultiAgent           bool `json:"robot_use_multi_agent"`
+	RobotDefaultAgentMode string `json:"robot_default_agent_mode,omitempty"`
-	BatchUseMultiAgent           bool `json:"batch_use_multi_agent"`
+	BatchUseMultiAgent    bool   `json:"batch_use_multi_agent"`
 	PlanExecuteLoopMaxIterations *int `json:"plan_execute_loop_max_iterations,omitempty"`
 	// 指针区分「JSON 未传该字段」与「传空数组要清空」；省略时不应覆盖 YAML 中的常驻工具白名单。
 	ToolSearchAlwaysVisibleTools *[]string `json:"tool_search_always_visible_tools,omitempty"`
@@ -497,7 +540,7 @@ type OpenAIConfig struct {
 type OpenAIReasoningConfig struct {
 	// Mode: auto（默认）| on | off | default（与 auto 相同）。off 时不向模型附加推理扩展字段。
 	Mode string `yaml:"mode,omitempty" json:"mode,omitempty"`
-	// Effort: low | medium | high | max；空表示不单独指定强度（各 profile 行为见 internal/reasoning）。
+	// Effort: low | medium | high | max | xhigh；max/xhigh 为不同网关最高档命名，原样下发、不互转。空表示不单独指定强度。
 	Effort string `yaml:"effort,omitempty" json:"effort,omitempty"`
 	// AllowClientReasoning 为 false 时忽略请求体 reasoning；nil 或未设置等同于 true。
 	AllowClientReasoning *bool `yaml:"allow_client_reasoning,omitempty" json:"allow_client_reasoning,omitempty"`
@@ -575,6 +618,51 @@ type AuthConfig struct {
 	GeneratedPasswordPersistErr string `yaml:"-" json:"-"`
 }
 
+// AuditConfig platform operation audit log settings (not chat/tool execution bodies).
+type AuditConfig struct {
+	// Enabled nil or true enables persistence; explicit false disables.
+	Enabled             *bool `yaml:"enabled,omitempty" json:"enabled,omitempty"`
+	RetentionDays  int `yaml:"retention_days,omitempty" json:"retention_days,omitempty"`
+	MaxDetailBytes int `yaml:"max_detail_bytes,omitempty" json:"max_detail_bytes,omitempty"`
+	// AuthFailureCooldownSeconds: per-IP cooldown for auth login/change_password failure audit rows; -1 disables; 0 uses default 60.
+	AuthFailureCooldownSeconds int `yaml:"auth_failure_cooldown_seconds,omitempty" json:"auth_failure_cooldown_seconds,omitempty"`
+}
+
+// EnabledEffective returns true unless audit.enabled is explicitly false.
+func (a AuditConfig) EnabledEffective() bool {
+	if a.Enabled == nil {
+		return true
+	}
+	return *a.Enabled
+}
+
+// RetentionDaysEffective returns retention; 0 means keep forever.
+func (a AuditConfig) RetentionDaysEffective() int {
+	if a.RetentionDays < 0 {
+		return 0
+	}
+	return a.RetentionDays
+}
+
+// MaxDetailBytesEffective caps serialized detail JSON size.
+func (a AuditConfig) MaxDetailBytesEffective() int {
+	if a.MaxDetailBytes <= 0 {
+		return 8192
+	}
+	return a.MaxDetailBytes
+}
+
+// AuthFailureCooldownEffective returns seconds between duplicate auth-failure audit rows per IP (default 60; -1 disables).
+func (a AuditConfig) AuthFailureCooldownEffective() int {
+	if a.AuthFailureCooldownSeconds < 0 {
+		return 0
+	}
+	if a.AuthFailureCooldownSeconds == 0 {
+		return 60
+	}
+	return a.AuthFailureCooldownSeconds
+}
+
 // ExternalMCPConfig 外部MCP配置
 type ExternalMCPConfig struct {
 	Servers map[string]ExternalMCPServerConfig `yaml:"servers,omitempty" json:"servers,omitempty"`
@@ -667,6 +755,9 @@ func Load(path string) (*Config, error) {
 	if cfg.Auth.SessionDurationHours <= 0 {
 		cfg.Auth.SessionDurationHours = 12
 	}
+	if cfg.Audit.MaxDetailBytes <= 0 {
+		cfg.Audit.MaxDetailBytes = 8192
+	}
 	if strings.TrimSpace(cfg.Auth.Password) == "" {
 		password, err := generateStrongPassword(24)
 		if err != nil {
@@ -1170,6 +1261,14 @@ func Default() *Config {
 		Auth: AuthConfig{
 			SessionDurationHours: 12,
 		},
+		Audit: func() AuditConfig {
+			on := true
+			return AuditConfig{
+				RetentionDays:  90,
+				MaxDetailBytes: 8192,
+				Enabled:        &on,
+			}
+		}(),
 		Robots: RobotsConfig{
 			Session: RobotSessionConfig{
 				StrictUserIdentity: &strictRobotIdentity,

internal/database/audit.go

@@ -0,0 +1,210 @@
+package database
+
+import (
+	"encoding/json"
+	"errors"
+	"strings"
+	"time"
+)
+
+// AuditLog platform operation audit record.
+type AuditLog struct {
+	ID           string                 `json:"id"`
+	CreatedAt    time.Time              `json:"createdAt"`
+	Level        string                 `json:"level"`
+	Category     string                 `json:"category"`
+	Action       string                 `json:"action"`
+	Result       string                 `json:"result"`
+	Actor        string                 `json:"actor"`
+	SessionHint  string                 `json:"sessionHint,omitempty"`
+	ClientIP     string                 `json:"clientIp,omitempty"`
+	UserAgent    string                 `json:"userAgent,omitempty"`
+	ResourceType string                 `json:"resourceType,omitempty"`
+	ResourceID   string                 `json:"resourceId,omitempty"`
+	ResourceAvailable *bool             `json:"resourceAvailable,omitempty"` // API-only: whether linked resource still exists
+	Message      string                 `json:"message"`
+	Detail       map[string]interface{} `json:"detail,omitempty"`
+}
+
+// ListAuditLogsFilter query parameters.
+type ListAuditLogsFilter struct {
+	Level        string
+	Category     string
+	Action       string
+	Result       string
+	Query        string
+	ResourceType string
+	ResourceID   string
+	Since        *time.Time
+	Until        *time.Time
+	Limit        int
+	Offset       int
+}
+
+func buildAuditLogsWhere(filter ListAuditLogsFilter) (string, []interface{}) {
+	conditions := []string{"1=1"}
+	args := []interface{}{}
+	if filter.Level != "" {
+		conditions = append(conditions, "level = ?")
+		args = append(args, filter.Level)
+	}
+	if filter.Category != "" {
+		conditions = append(conditions, "category = ?")
+		args = append(args, filter.Category)
+	}
+	if filter.Action != "" {
+		conditions = append(conditions, "action = ?")
+		args = append(args, filter.Action)
+	}
+	if filter.Result != "" {
+		conditions = append(conditions, "result = ?")
+		args = append(args, filter.Result)
+	}
+	if filter.ResourceType != "" {
+		conditions = append(conditions, "resource_type = ?")
+		args = append(args, filter.ResourceType)
+	}
+	if filter.ResourceID != "" {
+		conditions = append(conditions, "resource_id = ?")
+		args = append(args, filter.ResourceID)
+	}
+	if filter.Since != nil {
+		conditions = append(conditions, "created_at >= ?")
+		args = append(args, *filter.Since)
+	}
+	if filter.Until != nil {
+		conditions = append(conditions, "created_at <= ?")
+		args = append(args, *filter.Until)
+	}
+	if q := strings.TrimSpace(filter.Query); q != "" {
+		like := "%" + q + "%"
+		conditions = append(conditions, "(message LIKE ? OR resource_id LIKE ? OR action LIKE ? OR category LIKE ?)")
+		args = append(args, like, like, like, like)
+	}
+	return strings.Join(conditions, " AND "), args
+}
+
+// AppendAuditLog inserts one audit row.
+func (db *DB) AppendAuditLog(row *AuditLog) error {
+	if row == nil {
+		return errors.New("audit log is nil")
+	}
+	if strings.TrimSpace(row.ID) == "" {
+		return errors.New("audit id is required")
+	}
+	if row.CreatedAt.IsZero() {
+		row.CreatedAt = time.Now()
+	}
+	if strings.TrimSpace(row.Level) == "" {
+		row.Level = "info"
+	}
+	detailJSON := ""
+	if len(row.Detail) > 0 {
+		if b, err := json.Marshal(row.Detail); err == nil {
+			detailJSON = string(b)
+		}
+	}
+	query := `
+		INSERT INTO audit_logs (
+			id, created_at, level, category, action, result, actor, session_hint,
+			client_ip, user_agent, resource_type, resource_id, message, detail_json
+		) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)
+	`
+	_, err := db.Exec(query,
+		row.ID, row.CreatedAt, row.Level, row.Category, row.Action, row.Result,
+		row.Actor, row.SessionHint, row.ClientIP, row.UserAgent,
+		row.ResourceType, row.ResourceID, row.Message, detailJSON,
+	)
+	return err
+}
+
+// GetAuditLogByID returns one row.
+func (db *DB) GetAuditLogByID(id string) (*AuditLog, error) {
+	id = strings.TrimSpace(id)
+	if id == "" {
+		return nil, errors.New("id is required")
+	}
+	query := `
+		SELECT id, created_at, level, category, action, result, actor,
+			COALESCE(session_hint, ''), COALESCE(client_ip, ''), COALESCE(user_agent, ''),
+			COALESCE(resource_type, ''), COALESCE(resource_id, ''), message, COALESCE(detail_json, '')
+		FROM audit_logs WHERE id = ?
+	`
+	var row AuditLog
+	var detailJSON string
+	err := db.QueryRow(query, id).Scan(
+		&row.ID, &row.CreatedAt, &row.Level, &row.Category, &row.Action, &row.Result, &row.Actor,
+		&row.SessionHint, &row.ClientIP, &row.UserAgent,
+		&row.ResourceType, &row.ResourceID, &row.Message, &detailJSON,
+	)
+	if err != nil {
+		return nil, err
+	}
+	if detailJSON != "" {
+		_ = json.Unmarshal([]byte(detailJSON), &row.Detail)
+	}
+	return &row, nil
+}
+
+// CountAuditLogs counts rows matching filter.
+func (db *DB) CountAuditLogs(filter ListAuditLogsFilter) (int64, error) {
+	where, args := buildAuditLogsWhere(filter)
+	query := `SELECT COUNT(*) FROM audit_logs WHERE ` + where
+	var n int64
+	err := db.QueryRow(query, args...).Scan(&n)
+	return n, err
+}
+
+// ListAuditLogs lists audit rows newest first.
+func (db *DB) ListAuditLogs(filter ListAuditLogsFilter) ([]*AuditLog, error) {
+	where, args := buildAuditLogsWhere(filter)
+	limit := filter.Limit
+	if limit <= 0 || limit > 500 {
+		limit = 50
+	}
+	offset := filter.Offset
+	if offset < 0 {
+		offset = 0
+	}
+	query := `
+		SELECT id, created_at, level, category, action, result, actor,
+			COALESCE(session_hint, ''), COALESCE(client_ip, ''), COALESCE(user_agent, ''),
+			COALESCE(resource_type, ''), COALESCE(resource_id, ''), message, COALESCE(detail_json, '')
+		FROM audit_logs
+		WHERE ` + where + `
+		ORDER BY created_at DESC
+		LIMIT ? OFFSET ?
+	`
+	args = append(args, limit, offset)
+	rows, err := db.Query(query, args...)
+	if err != nil {
+		return nil, err
+	}
+	defer rows.Close()
+	var list []*AuditLog
+	for rows.Next() {
+		var row AuditLog
+		var detailJSON string
+		if err := rows.Scan(
+			&row.ID, &row.CreatedAt, &row.Level, &row.Category, &row.Action, &row.Result, &row.Actor,
+			&row.SessionHint, &row.ClientIP, &row.UserAgent,
+			&row.ResourceType, &row.ResourceID, &row.Message, &detailJSON,
+		); err != nil {
+			continue
+		}
+		if detailJSON != "" {
+			_ = json.Unmarshal([]byte(detailJSON), &row.Detail)
+		}
+		list = append(list, &row)
+	}
+	return list, rows.Err()
+}
+
+// DeleteAuditLogsBefore removes rows older than cutoff.
+func (db *DB) DeleteAuditLogsBefore(cutoff time.Time) (int64, error) {
+	res, err := db.Exec(`DELETE FROM audit_logs WHERE created_at < ?`, cutoff)
+	if err != nil {
+		return 0, err
+	}
+	return res.RowsAffected()
+}

internal/database/batch_task.go

@@ -22,6 +22,7 @@ type BatchTaskQueueRow struct {
 	LastScheduleTriggerAt sql.NullTime
 	LastScheduleError     sql.NullString
 	LastRunError          sql.NullString
+	ProjectID             sql.NullString
 	Status                string
 	CreatedAt             time.Time
 	StartedAt             sql.NullTime
@@ -51,6 +52,7 @@ func (db *DB) CreateBatchQueue(
 	scheduleMode string,
 	cronExpr string,
 	nextRunAt *time.Time,
+	projectID string,
 	tasks []map[string]interface{},
 ) error {
 	tx, err := db.Begin()
@@ -65,9 +67,13 @@ func (db *DB) CreateBatchQueue(
 		nextRunAtValue = *nextRunAt
 	}
 
+	var projectIDVal interface{}
+	if strings.TrimSpace(projectID) != "" {
+		projectIDVal = strings.TrimSpace(projectID)
+	}
 	_, err = tx.Exec(
-		"INSERT INTO batch_task_queues (id, title, role, agent_mode, schedule_mode, cron_expr, next_run_at, schedule_enabled, status, created_at, current_index) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)",
+		"INSERT INTO batch_task_queues (id, title, role, agent_mode, schedule_mode, cron_expr, next_run_at, schedule_enabled, project_id, status, created_at, current_index) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)",
-		queueID, title, role, agentMode, scheduleMode, cronExpr, nextRunAtValue, 1, "pending", now, 0,
+		queueID, title, role, agentMode, scheduleMode, cronExpr, nextRunAtValue, 1, projectIDVal, "pending", now, 0,
 	)
 	if err != nil {
 		return fmt.Errorf("创建批量任务队列失败: %w", err)
@@ -101,9 +107,9 @@ func (db *DB) GetBatchQueue(queueID string) (*BatchTaskQueueRow, error) {
 	var row BatchTaskQueueRow
 	var createdAt string
 	err := db.QueryRow(
-		"SELECT id, title, role, agent_mode, schedule_mode, cron_expr, next_run_at, schedule_enabled, last_schedule_trigger_at, last_schedule_error, last_run_error, status, created_at, started_at, completed_at, current_index FROM batch_task_queues WHERE id = ?",
+		"SELECT id, title, role, agent_mode, schedule_mode, cron_expr, next_run_at, schedule_enabled, last_schedule_trigger_at, last_schedule_error, last_run_error, project_id, status, created_at, started_at, completed_at, current_index FROM batch_task_queues WHERE id = ?",
 		queueID,
-	).Scan(&row.ID, &row.Title, &row.Role, &row.AgentMode, &row.ScheduleMode, &row.CronExpr, &row.NextRunAt, &row.ScheduleEnabled, &row.LastScheduleTriggerAt, &row.LastScheduleError, &row.LastRunError, &row.Status, &createdAt, &row.StartedAt, &row.CompletedAt, &row.CurrentIndex)
+	).Scan(&row.ID, &row.Title, &row.Role, &row.AgentMode, &row.ScheduleMode, &row.CronExpr, &row.NextRunAt, &row.ScheduleEnabled, &row.LastScheduleTriggerAt, &row.LastScheduleError, &row.LastRunError, &row.ProjectID, &row.Status, &createdAt, &row.StartedAt, &row.CompletedAt, &row.CurrentIndex)
 	if err == sql.ErrNoRows {
 		return nil, nil
 	}
@@ -127,7 +133,7 @@ func (db *DB) GetBatchQueue(queueID string) (*BatchTaskQueueRow, error) {
 // GetAllBatchQueues 获取所有批量任务队列
 func (db *DB) GetAllBatchQueues() ([]*BatchTaskQueueRow, error) {
 	rows, err := db.Query(
-		"SELECT id, title, role, agent_mode, schedule_mode, cron_expr, next_run_at, schedule_enabled, last_schedule_trigger_at, last_schedule_error, last_run_error, status, created_at, started_at, completed_at, current_index FROM batch_task_queues ORDER BY created_at DESC",
+		"SELECT id, title, role, agent_mode, schedule_mode, cron_expr, next_run_at, schedule_enabled, last_schedule_trigger_at, last_schedule_error, last_run_error, project_id, status, created_at, started_at, completed_at, current_index FROM batch_task_queues ORDER BY created_at DESC",
 	)
 	if err != nil {
 		return nil, fmt.Errorf("查询批量任务队列列表失败: %w", err)
@@ -138,7 +144,7 @@ func (db *DB) GetAllBatchQueues() ([]*BatchTaskQueueRow, error) {
 	for rows.Next() {
 		var row BatchTaskQueueRow
 		var createdAt string
-		if err := rows.Scan(&row.ID, &row.Title, &row.Role, &row.AgentMode, &row.ScheduleMode, &row.CronExpr, &row.NextRunAt, &row.ScheduleEnabled, &row.LastScheduleTriggerAt, &row.LastScheduleError, &row.LastRunError, &row.Status, &createdAt, &row.StartedAt, &row.CompletedAt, &row.CurrentIndex); err != nil {
+		if err := rows.Scan(&row.ID, &row.Title, &row.Role, &row.AgentMode, &row.ScheduleMode, &row.CronExpr, &row.NextRunAt, &row.ScheduleEnabled, &row.LastScheduleTriggerAt, &row.LastScheduleError, &row.LastRunError, &row.ProjectID, &row.Status, &createdAt, &row.StartedAt, &row.CompletedAt, &row.CurrentIndex); err != nil {
 			return nil, fmt.Errorf("扫描批量任务队列失败: %w", err)
 		}
 		parsedTime, parseErr := time.Parse("2006-01-02 15:04:05", createdAt)
@@ -158,7 +164,7 @@ func (db *DB) GetAllBatchQueues() ([]*BatchTaskQueueRow, error) {
 
 // ListBatchQueues 列出批量任务队列（支持筛选和分页）
 func (db *DB) ListBatchQueues(limit, offset int, status, keyword string) ([]*BatchTaskQueueRow, error) {
-	query := "SELECT id, title, role, agent_mode, schedule_mode, cron_expr, next_run_at, schedule_enabled, last_schedule_trigger_at, last_schedule_error, last_run_error, status, created_at, started_at, completed_at, current_index FROM batch_task_queues WHERE 1=1"
+	query := "SELECT id, title, role, agent_mode, schedule_mode, cron_expr, next_run_at, schedule_enabled, last_schedule_trigger_at, last_schedule_error, last_run_error, project_id, status, created_at, started_at, completed_at, current_index FROM batch_task_queues WHERE 1=1"
 	args := []interface{}{}
 
 	// 状态筛选
@@ -186,7 +192,7 @@ func (db *DB) ListBatchQueues(limit, offset int, status, keyword string) ([]*Bat
 	for rows.Next() {
 		var row BatchTaskQueueRow
 		var createdAt string
-		if err := rows.Scan(&row.ID, &row.Title, &row.Role, &row.AgentMode, &row.ScheduleMode, &row.CronExpr, &row.NextRunAt, &row.ScheduleEnabled, &row.LastScheduleTriggerAt, &row.LastScheduleError, &row.LastRunError, &row.Status, &createdAt, &row.StartedAt, &row.CompletedAt, &row.CurrentIndex); err != nil {
+		if err := rows.Scan(&row.ID, &row.Title, &row.Role, &row.AgentMode, &row.ScheduleMode, &row.CronExpr, &row.NextRunAt, &row.ScheduleEnabled, &row.LastScheduleTriggerAt, &row.LastScheduleError, &row.LastRunError, &row.ProjectID, &row.Status, &createdAt, &row.StartedAt, &row.CompletedAt, &row.CurrentIndex); err != nil {
 			return nil, fmt.Errorf("扫描批量任务队列失败: %w", err)
 		}
 		parsedTime, parseErr := time.Parse("2006-01-02 15:04:05", createdAt)

internal/database/conversation.go

@@ -17,6 +17,7 @@ import (
 type Conversation struct {
 	ID        string    `json:"id"`
 	Title     string    `json:"title"`
+	ProjectID string    `json:"projectId,omitempty"`
 	Pinned    bool      `json:"pinned"`
 	CreatedAt time.Time `json:"createdAt"`
 	UpdatedAt time.Time `json:"updatedAt"`
@@ -37,22 +38,41 @@ type Message struct {
 }
 
 // CreateConversation 创建新对话
-func (db *DB) CreateConversation(title string) (*Conversation, error) {
+func (db *DB) CreateConversation(title string, meta ConversationCreateMeta) (*Conversation, error) {
-	return db.CreateConversationWithWebshell("", title)
+	return db.CreateConversationWithWebshell("", title, meta)
 }
 
 // CreateConversationWithWebshell 创建新对话，可选绑定 WebShell 连接 ID（为空则普通对话）
-func (db *DB) CreateConversationWithWebshell(webshellConnectionID, title string) (*Conversation, error) {
+func (db *DB) CreateConversationWithWebshell(webshellConnectionID, title string, meta ConversationCreateMeta) (*Conversation, error) {
 	id := uuid.New().String()
 	now := time.Now()
 
+	projectID := strings.TrimSpace(meta.ProjectID)
+	if projectID != "" {
+		if _, err := db.GetProject(projectID); err != nil {
+			return nil, err
+		}
+	}
+
 	var err error
-	if webshellConnectionID != "" {
+	wsID := strings.TrimSpace(webshellConnectionID)
+	switch {
+	case wsID != "" && projectID != "":
+		_, err = db.Exec(
+			"INSERT INTO conversations (id, title, created_at, updated_at, webshell_connection_id, project_id) VALUES (?, ?, ?, ?, ?, ?)",
+			id, title, now, now, wsID, projectID,
+		)
+	case wsID != "":
 		_, err = db.Exec(
 			"INSERT INTO conversations (id, title, created_at, updated_at, webshell_connection_id) VALUES (?, ?, ?, ?, ?)",
-			id, title, now, now, webshellConnectionID,
+			id, title, now, now, wsID,
 		)
-	} else {
+	case projectID != "":
+		_, err = db.Exec(
+			"INSERT INTO conversations (id, title, created_at, updated_at, project_id) VALUES (?, ?, ?, ?, ?)",
+			id, title, now, now, projectID,
+		)
+	default:
 		_, err = db.Exec(
 			"INSERT INTO conversations (id, title, created_at, updated_at) VALUES (?, ?, ?, ?)",
 			id, title, now, now,
@@ -62,12 +82,18 @@ func (db *DB) CreateConversationWithWebshell(webshellConnectionID, title string)
 		return nil, fmt.Errorf("创建对话失败: %w", err)
 	}
 
-	return &Conversation{
+	conv := &Conversation{
 		ID:        id,
 		Title:     title,
+		ProjectID: projectID,
 		CreatedAt: now,
 		UpdatedAt: now,
-	}, nil
+	}
+	if wsID != "" {
+		meta.WebShellConnectionID = wsID
+	}
+	notifyConversationCreated(conv, meta)
+	return conv, nil
 }
 
 // GetConversationByWebshellConnectionID 根据 WebShell 连接 ID 获取该连接下最近一条对话（用于 AI 助手持久化）
@@ -182,22 +208,43 @@ func (db *DB) ListConversationsByWebshellConnectionID(connectionID string) ([]We
 	return list, rows.Err()
 }
 
+// ConversationExists reports whether a conversation row exists (lightweight check for audit links).
+func (db *DB) ConversationExists(id string) (bool, error) {
+	id = strings.TrimSpace(id)
+	if id == "" {
+		return false, nil
+	}
+	var one int
+	err := db.QueryRow("SELECT 1 FROM conversations WHERE id = ? LIMIT 1", id).Scan(&one)
+	if err == sql.ErrNoRows {
+		return false, nil
+	}
+	if err != nil {
+		return false, err
+	}
+	return true, nil
+}
+
 // GetConversation 获取对话
 func (db *DB) GetConversation(id string) (*Conversation, error) {
 	var conv Conversation
 	var createdAt, updatedAt string
 	var pinned int
 
+	var projectID sql.NullString
 	err := db.QueryRow(
-		"SELECT id, title, pinned, created_at, updated_at FROM conversations WHERE id = ?",
+		"SELECT id, title, pinned, created_at, updated_at, project_id FROM conversations WHERE id = ?",
 		id,
-	).Scan(&conv.ID, &conv.Title, &pinned, &createdAt, &updatedAt)
+	).Scan(&conv.ID, &conv.Title, &pinned, &createdAt, &updatedAt, &projectID)
 	if err != nil {
 		if err == sql.ErrNoRows {
 			return nil, fmt.Errorf("对话不存在")
 		}
 		return nil, fmt.Errorf("查询对话失败: %w", err)
 	}
+	if projectID.Valid {
+		conv.ProjectID = strings.TrimSpace(projectID.String)
+	}
 
 	// 尝试多种时间格式解析
 	var err1, err2 error
@@ -270,16 +317,20 @@ func (db *DB) GetConversationLite(id string) (*Conversation, error) {
 	var createdAt, updatedAt string
 	var pinned int
 
+	var projectID sql.NullString
 	err := db.QueryRow(
-		"SELECT id, title, pinned, created_at, updated_at FROM conversations WHERE id = ?",
+		"SELECT id, title, pinned, created_at, updated_at, project_id FROM conversations WHERE id = ?",
 		id,
-	).Scan(&conv.ID, &conv.Title, &pinned, &createdAt, &updatedAt)
+	).Scan(&conv.ID, &conv.Title, &pinned, &createdAt, &updatedAt, &projectID)
 	if err != nil {
 		if err == sql.ErrNoRows {
 			return nil, fmt.Errorf("对话不存在")
 		}
 		return nil, fmt.Errorf("查询对话失败: %w", err)
 	}
+	if projectID.Valid {
+		conv.ProjectID = strings.TrimSpace(projectID.String)
+	}
 
 	// 尝试多种时间格式解析
 	var err1, err2 error
@@ -319,7 +370,7 @@ func (db *DB) ListConversations(limit, offset int, search string) ([]*Conversati
 		// 使用 EXISTS 子查询代替 LEFT JOIN + DISTINCT，避免大表笛卡尔积
 		searchPattern := "%" + search + "%"
 		rows, err = db.Query(
-			`SELECT c.id, c.title, COALESCE(c.pinned, 0), c.created_at, c.updated_at
+			`SELECT c.id, c.title, COALESCE(c.pinned, 0), c.created_at, c.updated_at, c.project_id
 			 FROM conversations c
 			 WHERE c.title LIKE ?
 			    OR EXISTS (SELECT 1 FROM messages m WHERE m.conversation_id = c.id AND m.content LIKE ?)
@@ -329,7 +380,7 @@ func (db *DB) ListConversations(limit, offset int, search string) ([]*Conversati
 		)
 	} else {
 		rows, err = db.Query(
-			"SELECT id, title, COALESCE(pinned, 0), created_at, updated_at FROM conversations ORDER BY updated_at DESC LIMIT ? OFFSET ?",
+			"SELECT id, title, COALESCE(pinned, 0), created_at, updated_at, project_id FROM conversations ORDER BY updated_at DESC LIMIT ? OFFSET ?",
 			limit, offset,
 		)
 	}
@@ -344,10 +395,14 @@ func (db *DB) ListConversations(limit, offset int, search string) ([]*Conversati
 		var conv Conversation
 		var createdAt, updatedAt string
 		var pinned int
+		var projectID sql.NullString
 
-		if err := rows.Scan(&conv.ID, &conv.Title, &pinned, &createdAt, &updatedAt); err != nil {
+		if err := rows.Scan(&conv.ID, &conv.Title, &pinned, &createdAt, &updatedAt, &projectID); err != nil {
 			return nil, fmt.Errorf("扫描对话失败: %w", err)
 		}
+		if projectID.Valid {
+			conv.ProjectID = strings.TrimSpace(projectID.String)
+		}
 
 		// 尝试多种时间格式解析
 		var err1, err2 error

internal/database/conversation_create_meta.go

@@ -0,0 +1,30 @@
+package database
+
+// ConversationCreateMeta describes how a conversation was created (for audit hooks).
+type ConversationCreateMeta struct {
+	Source               string
+	WebShellConnectionID string
+	ProjectID            string
+	ClientIP             string
+	SessionHint          string
+}
+
+// ConversationCreateHook is invoked after a conversation row is inserted.
+type ConversationCreateHook func(conv *Conversation, meta ConversationCreateMeta)
+
+var conversationCreateHook ConversationCreateHook
+
+// SetConversationCreateHook registers a global hook (e.g. platform audit).
+func SetConversationCreateHook(h ConversationCreateHook) {
+	conversationCreateHook = h
+}
+
+func notifyConversationCreated(conv *Conversation, meta ConversationCreateMeta) {
+	if conversationCreateHook == nil || conv == nil {
+		return
+	}
+	if meta.Source == "" {
+		meta.Source = "unknown"
+	}
+	conversationCreateHook(conv, meta)
+}

internal/database/database.go

@@ -5,6 +5,7 @@ import (
 	"fmt"
 	"os"
 	"path/filepath"
+	"sync"
 	"strings"
 	"time"
 
@@ -12,19 +13,106 @@ import (
 	"go.uber.org/zap"
 )
 
+const (
+	// SQLite 在 WAL 模式下建议使用较保守的连接数，降低长读快照导致 checkpoint 饥饿的概率。
+	sqliteMaxOpenConns = 25
+	sqliteMaxIdleConns = 5
+	// 以页为单位的自动 checkpoint 触发阈值（默认 1000 页，约 4MB @ 4KB/page）。
+	sqliteWALAutoCheckpointPages = 1000
+	// 控制 WAL 目标上限，避免异常场景持续膨胀（256MB）。
+	sqliteJournalSizeLimitBytes = 256 * 1024 * 1024
+	// 定时执行 PASSIVE checkpoint，平滑推进 WAL 回收。
+	sqlitePassiveCheckpointInterval = 300 * time.Second
+)
+
 // configureDBPool 设置 SQLite 连接池参数，提升并发稳定性
 func configureDBPool(db *sql.DB) {
-	// SQLite 同一时间只允许一个写入者，限制连接数避免 "database is locked" 错误
+	// SQLite 同一时间只允许一个写入者；过高连接数会放大锁竞争和 WAL 回收延迟。
-	db.SetMaxOpenConns(25)
+	db.SetMaxOpenConns(sqliteMaxOpenConns)
-	db.SetMaxIdleConns(5)
+	db.SetMaxIdleConns(sqliteMaxIdleConns)
 	db.SetConnMaxLifetime(30 * time.Minute)
 }
 
+// configureSQLitePragmas 调整 WAL 回收行为，降低 -wal 文件长期膨胀风险。
+func configureSQLitePragmas(db *sql.DB) error {
+	if _, err := db.Exec(fmt.Sprintf("PRAGMA wal_autocheckpoint=%d", sqliteWALAutoCheckpointPages)); err != nil {
+		return fmt.Errorf("设置 wal_autocheckpoint 失败: %w", err)
+	}
+	if _, err := db.Exec(fmt.Sprintf("PRAGMA journal_size_limit=%d", sqliteJournalSizeLimitBytes)); err != nil {
+		return fmt.Errorf("设置 journal_size_limit 失败: %w", err)
+	}
+	return nil
+}
+
 // DB 数据库连接
 type DB struct {
 	*sql.DB
 	logger                   *zap.Logger
 	conversationArtifactsDir string
+	checkpointLoopName       string
+	checkpointStop           chan struct{}
+	checkpointDone           chan struct{}
+	closeOnce                sync.Once
+	closeErr                 error
+}
+
+// startPassiveCheckpointLoop 启动后台 PASSIVE checkpoint 循环。
+func (db *DB) startPassiveCheckpointLoop(name string) {
+	if sqlitePassiveCheckpointInterval <= 0 || db == nil || db.DB == nil {
+		return
+	}
+	db.checkpointLoopName = strings.TrimSpace(name)
+	db.checkpointStop = make(chan struct{})
+	db.checkpointDone = make(chan struct{})
+
+	go func() {
+		defer close(db.checkpointDone)
+		ticker := time.NewTicker(sqlitePassiveCheckpointInterval)
+		defer ticker.Stop()
+
+		// 启动后先尝试一次，尽快回收已有 WAL 堆积。
+		db.runPassiveCheckpoint("startup")
+		for {
+			select {
+			case <-db.checkpointStop:
+				return
+			case <-ticker.C:
+				db.runPassiveCheckpoint("ticker")
+			}
+		}
+	}()
+}
+
+// runPassiveCheckpoint 执行一次 PRAGMA wal_checkpoint(PASSIVE)。
+func (db *DB) runPassiveCheckpoint(trigger string) {
+	if db == nil || db.DB == nil {
+		return
+	}
+	startAt := time.Now()
+	var busy, logFrames, checkpointed int
+	err := db.QueryRow("PRAGMA wal_checkpoint(PASSIVE)").Scan(&busy, &logFrames, &checkpointed)
+	if db.logger == nil {
+		return
+	}
+	fields := []zap.Field{
+		zap.String("db", db.checkpointLoopName),
+		zap.String("trigger", trigger),
+		zap.Int("busy", busy),
+		zap.Int("log_frames", logFrames),
+		zap.Int("checkpointed_frames", checkpointed),
+		zap.Int64("elapsed_ms", time.Since(startAt).Milliseconds()),
+	}
+	if err != nil {
+		db.logger.Warn("SQLite PASSIVE checkpoint 完成（失败）",
+			append(fields, zap.Error(err))...,
+		)
+		return
+	}
+	if busy > 0 {
+		db.logger.Info("SQLite PASSIVE checkpoint 完成（部分推进）", fields...)
+		return
+	}
+	db.logger.Info("SQLite PASSIVE checkpoint 完成（成功）", fields...)
 }
 
 // NewDB 创建数据库连接
@@ -37,8 +125,13 @@ func NewDB(dbPath string, logger *zap.Logger) (*DB, error) {
 	configureDBPool(db)
 
 	if err := db.Ping(); err != nil {
+		_ = db.Close()
 		return nil, fmt.Errorf("连接数据库失败: %w", err)
 	}
+	if err := configureSQLitePragmas(db); err != nil {
+		_ = db.Close()
+		return nil, fmt.Errorf("配置数据库 PRAGMA 失败: %w", err)
+	}
 
 	database := &DB{
 		DB:     db,
@@ -54,8 +147,10 @@ func NewDB(dbPath string, logger *zap.Logger) (*DB, error) {
 
 	// 初始化表
 	if err := database.initTables(); err != nil {
+		_ = db.Close()
 		return nil, fmt.Errorf("初始化表失败: %w", err)
 	}
+	database.startPassiveCheckpointLoop("conversations")
 
 	return database, nil
 }
@@ -213,6 +308,59 @@ func (db *DB) initTables() error {
 		FOREIGN KEY (conversation_id) REFERENCES conversations(id) ON DELETE CASCADE
 	);`
 
+	// 创建项目表
+	createProjectsTable := `
+	CREATE TABLE IF NOT EXISTS projects (
+		id TEXT PRIMARY KEY,
+		name TEXT NOT NULL,
+		description TEXT,
+		scope_json TEXT,
+		status TEXT NOT NULL DEFAULT 'active',
+		pinned INTEGER NOT NULL DEFAULT 0,
+		created_at DATETIME NOT NULL,
+		updated_at DATETIME NOT NULL
+	);`
+
+	// 创建项目事实表（黑板）
+	createProjectFactsTable := `
+	CREATE TABLE IF NOT EXISTS project_facts (
+		id TEXT PRIMARY KEY,
+		project_id TEXT NOT NULL,
+		fact_key TEXT NOT NULL,
+		category TEXT NOT NULL DEFAULT 'note',
+		summary TEXT NOT NULL DEFAULT '',
+		body TEXT,
+		confidence TEXT NOT NULL DEFAULT 'tentative',
+		source_conversation_id TEXT,
+		source_message_id TEXT,
+		pinned INTEGER NOT NULL DEFAULT 0,
+		supersedes_fact_id TEXT,
+		related_vulnerability_id TEXT,
+		created_at DATETIME NOT NULL,
+		updated_at DATETIME NOT NULL,
+		FOREIGN KEY (project_id) REFERENCES projects(id) ON DELETE CASCADE,
+		UNIQUE(project_id, fact_key)
+	);`
+
+	createProjectFactVersionsTable := `
+	CREATE TABLE IF NOT EXISTS project_fact_versions (
+		id TEXT PRIMARY KEY,
+		fact_id TEXT NOT NULL,
+		project_id TEXT NOT NULL,
+		fact_key TEXT NOT NULL,
+		category TEXT NOT NULL DEFAULT 'note',
+		summary TEXT NOT NULL DEFAULT '',
+		body TEXT,
+		confidence TEXT NOT NULL DEFAULT 'tentative',
+		source_conversation_id TEXT,
+		source_message_id TEXT,
+		pinned INTEGER NOT NULL DEFAULT 0,
+		related_vulnerability_id TEXT,
+		archived_at DATETIME NOT NULL,
+		FOREIGN KEY (fact_id) REFERENCES project_facts(id) ON DELETE CASCADE,
+		FOREIGN KEY (project_id) REFERENCES projects(id) ON DELETE CASCADE
+	);`
+
 	// 创建漏洞表
 	createVulnerabilitiesTable := `
 	CREATE TABLE IF NOT EXISTS vulnerabilities (
@@ -387,6 +535,24 @@ func (db *DB) initTables() error {
 		created_at DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP
 	);`
 
+	createAuditLogsTable := `
+	CREATE TABLE IF NOT EXISTS audit_logs (
+		id TEXT PRIMARY KEY,
+		created_at DATETIME NOT NULL,
+		level TEXT NOT NULL DEFAULT 'info',
+		category TEXT NOT NULL,
+		action TEXT NOT NULL,
+		result TEXT NOT NULL,
+		actor TEXT NOT NULL DEFAULT 'admin',
+		session_hint TEXT,
+		client_ip TEXT,
+		user_agent TEXT,
+		resource_type TEXT,
+		resource_id TEXT,
+		message TEXT NOT NULL,
+		detail_json TEXT
+	);`
+
 	createC2ProfilesTable := `
 	CREATE TABLE IF NOT EXISTS c2_profiles (
 		id TEXT PRIMARY KEY,
@@ -427,6 +593,14 @@ func (db *DB) initTables() error {
 	CREATE INDEX IF NOT EXISTS idx_vulnerabilities_severity ON vulnerabilities(severity);
 	CREATE INDEX IF NOT EXISTS idx_vulnerabilities_status ON vulnerabilities(status);
 	CREATE INDEX IF NOT EXISTS idx_vulnerabilities_created_at ON vulnerabilities(created_at);
+	CREATE INDEX IF NOT EXISTS idx_projects_status ON projects(status);
+	CREATE INDEX IF NOT EXISTS idx_projects_updated_at ON projects(updated_at);
+	CREATE INDEX IF NOT EXISTS idx_project_facts_project_id ON project_facts(project_id);
+	CREATE INDEX IF NOT EXISTS idx_project_facts_confidence ON project_facts(confidence);
+	CREATE INDEX IF NOT EXISTS idx_project_facts_related_vuln ON project_facts(related_vulnerability_id);
+	CREATE INDEX IF NOT EXISTS idx_project_fact_versions_fact_id ON project_fact_versions(fact_id);
+	CREATE INDEX IF NOT EXISTS idx_conversations_project_id ON conversations(project_id);
+	CREATE INDEX IF NOT EXISTS idx_vulnerabilities_project_id ON vulnerabilities(project_id);
 	CREATE INDEX IF NOT EXISTS idx_batch_tasks_queue_id ON batch_tasks(queue_id);
 	CREATE INDEX IF NOT EXISTS idx_batch_task_queues_created_at ON batch_task_queues(created_at);
 	CREATE INDEX IF NOT EXISTS idx_batch_task_queues_title ON batch_task_queues(title);
@@ -445,6 +619,10 @@ func (db *DB) initTables() error {
 	CREATE INDEX IF NOT EXISTS idx_c2_events_created_at ON c2_events(created_at);
 	CREATE INDEX IF NOT EXISTS idx_c2_events_category ON c2_events(category);
 	CREATE INDEX IF NOT EXISTS idx_c2_events_session ON c2_events(session_id);
+	CREATE INDEX IF NOT EXISTS idx_audit_logs_created_at ON audit_logs(created_at);
+	CREATE INDEX IF NOT EXISTS idx_audit_logs_category ON audit_logs(category);
+	CREATE INDEX IF NOT EXISTS idx_audit_logs_action ON audit_logs(action);
+	CREATE INDEX IF NOT EXISTS idx_audit_logs_result ON audit_logs(result);
 	`
 
 	if _, err := db.Exec(createConversationsTable); err != nil {
@@ -494,6 +672,18 @@ func (db *DB) initTables() error {
 		return fmt.Errorf("创建robot_user_sessions表失败: %w", err)
 	}
 
+	if _, err := db.Exec(createProjectsTable); err != nil {
+		return fmt.Errorf("创建projects表失败: %w", err)
+	}
+
+	if _, err := db.Exec(createProjectFactsTable); err != nil {
+		return fmt.Errorf("创建project_facts表失败: %w", err)
+	}
+
+	if _, err := db.Exec(createProjectFactVersionsTable); err != nil {
+		return fmt.Errorf("创建project_fact_versions表失败: %w", err)
+	}
+
 	if _, err := db.Exec(createVulnerabilitiesTable); err != nil {
 		return fmt.Errorf("创建vulnerabilities表失败: %w", err)
 	}
@@ -514,6 +704,10 @@ func (db *DB) initTables() error {
 		return fmt.Errorf("创建webshell_connection_states表失败: %w", err)
 	}
 
+	if _, err := db.Exec(createAuditLogsTable); err != nil {
+		return fmt.Errorf("创建audit_logs表失败: %w", err)
+	}
+
 	for tableName, ddl := range map[string]string{
 		"c2_listeners": createC2ListenersTable,
 		"c2_sessions":  createC2SessionsTable,
@@ -557,6 +751,13 @@ func (db *DB) initTables() error {
 		// 不返回错误，允许继续运行
 	}
 
+	if err := db.migrateProjectsTable(); err != nil {
+		db.logger.Warn("迁移projects相关表失败", zap.Error(err))
+	}
+	if err := db.migrateProjectFactVersionsTable(); err != nil {
+		db.logger.Warn("迁移project_fact_versions表失败", zap.Error(err))
+	}
+
 	if err := db.migrateWebshellConnectionsTable(); err != nil {
 		db.logger.Warn("迁移webshell_connections表失败", zap.Error(err))
 		// 不返回错误，允许继续运行
@@ -904,6 +1105,79 @@ func (db *DB) migrateBatchTaskQueuesTable() error {
 		}
 	}
 
+	var projectIDCount int
+	err = db.QueryRow("SELECT COUNT(*) FROM pragma_table_info('batch_task_queues') WHERE name='project_id'").Scan(&projectIDCount)
+	if err != nil {
+		if _, addErr := db.Exec("ALTER TABLE batch_task_queues ADD COLUMN project_id TEXT"); addErr != nil {
+			errMsg := strings.ToLower(addErr.Error())
+			if !strings.Contains(errMsg, "duplicate column") && !strings.Contains(errMsg, "already exists") {
+				db.logger.Warn("添加batch_task_queues.project_id字段失败", zap.Error(addErr))
+			}
+		}
+	} else if projectIDCount == 0 {
+		if _, err := db.Exec("ALTER TABLE batch_task_queues ADD COLUMN project_id TEXT"); err != nil {
+			db.logger.Warn("添加batch_task_queues.project_id字段失败", zap.Error(err))
+		}
+	}
+
+	return nil
+}
+
+// migrateProjectsTable 迁移 projects / conversations / vulnerabilities 的项目关联字段。
+func (db *DB) migrateProjectsTable() error {
+	for _, col := range []struct {
+		table string
+		name  string
+		stmt  string
+	}{
+		{"conversations", "project_id", "ALTER TABLE conversations ADD COLUMN project_id TEXT REFERENCES projects(id) ON DELETE SET NULL"},
+		{"vulnerabilities", "project_id", "ALTER TABLE vulnerabilities ADD COLUMN project_id TEXT"},
+	} {
+		var count int
+		err := db.QueryRow("SELECT COUNT(*) FROM pragma_table_info(?) WHERE name=?", col.table, col.name).Scan(&count)
+		if err != nil {
+			if _, addErr := db.Exec(col.stmt); addErr != nil {
+				errMsg := strings.ToLower(addErr.Error())
+				if !strings.Contains(errMsg, "duplicate column") && !strings.Contains(errMsg, "already exists") {
+					db.logger.Warn("添加字段失败", zap.String("table", col.table), zap.String("field", col.name), zap.Error(addErr))
+				}
+			}
+			continue
+		}
+		if count == 0 {
+			if _, addErr := db.Exec(col.stmt); addErr != nil {
+				db.logger.Warn("添加字段失败", zap.String("table", col.table), zap.String("field", col.name), zap.Error(addErr))
+			}
+		}
+	}
+	return nil
+}
+
+// migrateProjectFactVersionsTable 为已有库创建事实版本表。
+func (db *DB) migrateProjectFactVersionsTable() error {
+	ddl := `
+	CREATE TABLE IF NOT EXISTS project_fact_versions (
+		id TEXT PRIMARY KEY,
+		fact_id TEXT NOT NULL,
+		project_id TEXT NOT NULL,
+		fact_key TEXT NOT NULL,
+		category TEXT NOT NULL DEFAULT 'note',
+		summary TEXT NOT NULL DEFAULT '',
+		body TEXT,
+		confidence TEXT NOT NULL DEFAULT 'tentative',
+		source_conversation_id TEXT,
+		source_message_id TEXT,
+		pinned INTEGER NOT NULL DEFAULT 0,
+		related_vulnerability_id TEXT,
+		archived_at DATETIME NOT NULL,
+		FOREIGN KEY (fact_id) REFERENCES project_facts(id) ON DELETE CASCADE,
+		FOREIGN KEY (project_id) REFERENCES projects(id) ON DELETE CASCADE
+	);`
+	if _, err := db.Exec(ddl); err != nil {
+		return err
+	}
+	_, _ = db.Exec(`CREATE INDEX IF NOT EXISTS idx_project_fact_versions_fact_id ON project_fact_versions(fact_id)`)
+	_, _ = db.Exec(`CREATE INDEX IF NOT EXISTS idx_project_facts_related_vuln ON project_facts(related_vulnerability_id)`)
 	return nil
 }
 
@@ -915,6 +1189,7 @@ func (db *DB) migrateVulnerabilitiesTable() error {
 	}{
 		{name: "conversation_tag", stmt: "ALTER TABLE vulnerabilities ADD COLUMN conversation_tag TEXT"},
 		{name: "task_tag", stmt: "ALTER TABLE vulnerabilities ADD COLUMN task_tag TEXT"},
+		{name: "project_id", stmt: "ALTER TABLE vulnerabilities ADD COLUMN project_id TEXT"},
 	}
 
 	for _, col := range columns {
@@ -979,8 +1254,13 @@ func NewKnowledgeDB(dbPath string, logger *zap.Logger) (*DB, error) {
 	configureDBPool(sqlDB)
 
 	if err := sqlDB.Ping(); err != nil {
+		_ = sqlDB.Close()
 		return nil, fmt.Errorf("连接知识库数据库失败: %w", err)
 	}
+	if err := configureSQLitePragmas(sqlDB); err != nil {
+		_ = sqlDB.Close()
+		return nil, fmt.Errorf("配置知识库数据库 PRAGMA 失败: %w", err)
+	}
 
 	database := &DB{
 		DB:     sqlDB,
@@ -989,8 +1269,10 @@ func NewKnowledgeDB(dbPath string, logger *zap.Logger) (*DB, error) {
 
 	// 初始化知识库表
 	if err := database.initKnowledgeTables(); err != nil {
+		_ = sqlDB.Close()
 		return nil, fmt.Errorf("初始化知识库表失败: %w", err)
 	}
+	database.startPassiveCheckpointLoop("knowledge")
 
 	return database, nil
 }
@@ -1104,5 +1386,19 @@ func (db *DB) migrateKnowledgeEmbeddingsColumns() error {
 
 // Close 关闭数据库连接
 func (db *DB) Close() error {
-	return db.DB.Close()
+	if db == nil {
+		return nil
+	}
+	db.closeOnce.Do(func() {
+		if db.checkpointStop != nil {
+			close(db.checkpointStop)
+			if db.checkpointDone != nil {
+				<-db.checkpointDone
+			}
+		}
+		if db.DB != nil {
+			db.closeErr = db.DB.Close()
+		}
+	})
+	return db.closeErr
 }

internal/database/project.go

@@ -0,0 +1,513 @@
+package database
+
+import (
+	"database/sql"
+	"fmt"
+	"regexp"
+	"strings"
+	"time"
+
+	"github.com/google/uuid"
+)
+
+var factKeyPattern = regexp.MustCompile(`^[a-z0-9][a-z0-9._/-]*$`)
+
+// ValidateFactKey 校验事实 key（项目内唯一标识）。
+func ValidateFactKey(key string) error {
+	key = strings.TrimSpace(key)
+	if key == "" {
+		return fmt.Errorf("fact_key 不能为空")
+	}
+	if len(key) > 128 {
+		return fmt.Errorf("fact_key 过长（最多 128 字符）")
+	}
+	if !factKeyPattern.MatchString(key) {
+		return fmt.Errorf("fact_key 格式无效，仅允许小写字母、数字及 . _ / -，且须以小写字母或数字开头")
+	}
+	return nil
+}
+
+// Project 渗透测试项目（跨对话共享黑板）。
+type Project struct {
+	ID          string    `json:"id"`
+	Name        string    `json:"name"`
+	Description string    `json:"description,omitempty"`
+	ScopeJSON   string    `json:"scope_json,omitempty"`
+	Status      string    `json:"status"` // active | archived
+	Pinned      bool      `json:"pinned"`
+	CreatedAt   time.Time `json:"created_at"`
+	UpdatedAt   time.Time `json:"updated_at"`
+}
+
+// ProjectFact 项目事实（黑板条目）。
+type ProjectFact struct {
+	ID                     string    `json:"id"`
+	ProjectID              string    `json:"project_id"`
+	FactKey                string    `json:"fact_key"`
+	Category               string    `json:"category"`
+	Summary                string    `json:"summary"`
+	Body                   string    `json:"body"`
+	Confidence             string    `json:"confidence"` // confirmed | tentative | deprecated
+	SourceConversationID   string    `json:"source_conversation_id,omitempty"`
+	SourceMessageID        string    `json:"source_message_id,omitempty"`
+	Pinned                 bool      `json:"pinned"`
+	SupersedesFactID       string    `json:"supersedes_fact_id,omitempty"`
+	RelatedVulnerabilityID string    `json:"related_vulnerability_id,omitempty"`
+	CreatedAt              time.Time `json:"created_at"`
+	UpdatedAt              time.Time `json:"updated_at"`
+}
+
+// ProjectFactListFilter 事实列表筛选。
+type ProjectFactListFilter struct {
+	Category                string
+	Confidence              string
+	Search                  string
+	RelatedVulnerabilityID  string
+	ExcludeDeprecated       bool // 为 true 时排除 confidence=deprecated
+}
+
+// CreateProject 创建项目。
+func (db *DB) CreateProject(p *Project) (*Project, error) {
+	if p.ID == "" {
+		p.ID = uuid.New().String()
+	}
+	if strings.TrimSpace(p.Status) == "" {
+		p.Status = "active"
+	}
+	now := time.Now()
+	if p.CreatedAt.IsZero() {
+		p.CreatedAt = now
+	}
+	p.UpdatedAt = now
+
+	_, err := db.Exec(
+		`INSERT INTO projects (id, name, description, scope_json, status, pinned, created_at, updated_at)
+		 VALUES (?, ?, ?, ?, ?, ?, ?, ?)`,
+		p.ID, p.Name, p.Description, p.ScopeJSON, p.Status, boolToInt(p.Pinned), p.CreatedAt, p.UpdatedAt,
+	)
+	if err != nil {
+		return nil, fmt.Errorf("创建项目失败: %w", err)
+	}
+	return p, nil
+}
+
+// GetProject 获取项目。
+func (db *DB) GetProject(id string) (*Project, error) {
+	var p Project
+	var pinned int
+	var createdAt, updatedAt string
+	err := db.QueryRow(
+		`SELECT id, name, COALESCE(description,''), COALESCE(scope_json,''), status, pinned, created_at, updated_at
+		 FROM projects WHERE id = ?`, id,
+	).Scan(&p.ID, &p.Name, &p.Description, &p.ScopeJSON, &p.Status, &pinned, &createdAt, &updatedAt)
+	if err != nil {
+		if err == sql.ErrNoRows {
+			return nil, fmt.Errorf("项目不存在")
+		}
+		return nil, fmt.Errorf("获取项目失败: %w", err)
+	}
+	p.Pinned = pinned != 0
+	p.CreatedAt = parseDBTime(createdAt)
+	p.UpdatedAt = parseDBTime(updatedAt)
+	return &p, nil
+}
+
+// ListProjects 列出项目。
+func (db *DB) ListProjects(status string, limit, offset int) ([]*Project, error) {
+	if limit <= 0 {
+		limit = 200
+	}
+	query := `SELECT id, name, COALESCE(description,''), COALESCE(scope_json,''), status, pinned, created_at, updated_at
+		FROM projects WHERE 1=1`
+	args := []interface{}{}
+	if s := strings.TrimSpace(status); s != "" {
+		query += " AND status = ?"
+		args = append(args, s)
+	}
+	query += " ORDER BY pinned DESC, updated_at DESC LIMIT ? OFFSET ?"
+	args = append(args, limit, offset)
+
+	rows, err := db.Query(query, args...)
+	if err != nil {
+		return nil, fmt.Errorf("列出项目失败: %w", err)
+	}
+	defer rows.Close()
+
+	var out []*Project
+	for rows.Next() {
+		var p Project
+		var pinned int
+		var createdAt, updatedAt string
+		if err := rows.Scan(&p.ID, &p.Name, &p.Description, &p.ScopeJSON, &p.Status, &pinned, &createdAt, &updatedAt); err != nil {
+			return nil, err
+		}
+		p.Pinned = pinned != 0
+		p.CreatedAt = parseDBTime(createdAt)
+		p.UpdatedAt = parseDBTime(updatedAt)
+		out = append(out, &p)
+	}
+	return out, rows.Err()
+}
+
+// UpdateProject 更新项目。
+func (db *DB) UpdateProject(p *Project) error {
+	p.UpdatedAt = time.Now()
+	_, err := db.Exec(
+		`UPDATE projects SET name = ?, description = ?, scope_json = ?, status = ?, pinned = ?, updated_at = ? WHERE id = ?`,
+		p.Name, p.Description, p.ScopeJSON, p.Status, boolToInt(p.Pinned), p.UpdatedAt, p.ID,
+	)
+	if err != nil {
+		return fmt.Errorf("更新项目失败: %w", err)
+	}
+	return nil
+}
+
+// DeleteProject 删除项目（级联删除事实；对话 project_id 置空由 FK 处理；漏洞 project_id 置空）。
+func (db *DB) DeleteProject(id string) error {
+	if _, err := db.Exec(`UPDATE vulnerabilities SET project_id = NULL WHERE project_id = ?`, id); err != nil {
+		return fmt.Errorf("解除漏洞项目关联失败: %w", err)
+	}
+	_, err := db.Exec(`DELETE FROM projects WHERE id = ?`, id)
+	if err != nil {
+		return fmt.Errorf("删除项目失败: %w", err)
+	}
+	return nil
+}
+
+// GetConversationProjectID 返回对话绑定的项目 ID。
+func (db *DB) GetConversationProjectID(conversationID string) (string, error) {
+	var pid sql.NullString
+	err := db.QueryRow(`SELECT project_id FROM conversations WHERE id = ?`, conversationID).Scan(&pid)
+	if err != nil {
+		if err == sql.ErrNoRows {
+			return "", fmt.Errorf("对话不存在")
+		}
+		return "", err
+	}
+	if pid.Valid {
+		return strings.TrimSpace(pid.String), nil
+	}
+	return "", nil
+}
+
+// SetConversationProjectID 设置对话所属项目（空字符串表示解除绑定）。
+func (db *DB) SetConversationProjectID(conversationID, projectID string) error {
+	projectID = strings.TrimSpace(projectID)
+	if projectID != "" {
+		if _, err := db.GetProject(projectID); err != nil {
+			return err
+		}
+	}
+	var val interface{}
+	if projectID == "" {
+		val = nil
+	} else {
+		val = projectID
+	}
+	_, err := db.Exec(`UPDATE conversations SET project_id = ?, updated_at = ? WHERE id = ?`, val, time.Now(), conversationID)
+	if err != nil {
+		return fmt.Errorf("设置对话项目失败: %w", err)
+	}
+	return nil
+}
+
+// ListProjectFactsForIndex 列出用于黑板索引注入的事实（不含 deprecated，除非 includeDeprecated）。
+func (db *DB) ListProjectFactsForIndex(projectID string, includeDeprecated bool) ([]*ProjectFact, error) {
+	query := `SELECT id, project_id, fact_key, category, summary, COALESCE(body,''), confidence,
+		COALESCE(source_conversation_id,''), COALESCE(source_message_id,''), pinned,
+		COALESCE(supersedes_fact_id,''), COALESCE(related_vulnerability_id,''), created_at, updated_at
+		FROM project_facts WHERE project_id = ?`
+	args := []interface{}{projectID}
+	if !includeDeprecated {
+		query += " AND confidence != 'deprecated'"
+	}
+	query += " ORDER BY pinned DESC, updated_at DESC"
+	rows, err := db.Query(query, args...)
+	if err != nil {
+		return nil, err
+	}
+	defer rows.Close()
+	return scanProjectFacts(rows)
+}
+
+// ListProjectFacts 分页列出项目事实。
+func (db *DB) ListProjectFacts(projectID string, filter ProjectFactListFilter, limit, offset int) ([]*ProjectFact, error) {
+	if limit <= 0 {
+		limit = 100
+	}
+	query := `SELECT id, project_id, fact_key, category, summary, COALESCE(body,''), confidence,
+		COALESCE(source_conversation_id,''), COALESCE(source_message_id,''), pinned,
+		COALESCE(supersedes_fact_id,''), COALESCE(related_vulnerability_id,''), created_at, updated_at
+		FROM project_facts WHERE project_id = ?`
+	args := []interface{}{projectID}
+	if c := strings.TrimSpace(filter.Category); c != "" {
+		query += " AND category = ?"
+		args = append(args, c)
+	}
+	if c := strings.TrimSpace(filter.Confidence); c != "" {
+		query += " AND confidence = ?"
+		args = append(args, c)
+	}
+	if filter.ExcludeDeprecated {
+		query += " AND confidence != 'deprecated'"
+	}
+	if rid := strings.TrimSpace(filter.RelatedVulnerabilityID); rid != "" {
+		query += " AND related_vulnerability_id = ?"
+		args = append(args, rid)
+	}
+	if s := strings.TrimSpace(filter.Search); s != "" {
+		pat := "%" + s + "%"
+		query += " AND (fact_key LIKE ? OR summary LIKE ? OR body LIKE ?)"
+		args = append(args, pat, pat, pat)
+	}
+	query += " ORDER BY pinned DESC, updated_at DESC LIMIT ? OFFSET ?"
+	args = append(args, limit, offset)
+
+	rows, err := db.Query(query, args...)
+	if err != nil {
+		return nil, err
+	}
+	defer rows.Close()
+	return scanProjectFacts(rows)
+}
+
+// GetProjectFactByKey 按 key 获取事实。
+func (db *DB) GetProjectFactByKey(projectID, factKey string) (*ProjectFact, error) {
+	row := db.QueryRow(
+		`SELECT id, project_id, fact_key, category, summary, COALESCE(body,''), confidence,
+			COALESCE(source_conversation_id,''), COALESCE(source_message_id,''), pinned,
+			COALESCE(supersedes_fact_id,''), COALESCE(related_vulnerability_id,''), created_at, updated_at
+		 FROM project_facts WHERE project_id = ? AND fact_key = ?`,
+		projectID, factKey,
+	)
+	return scanProjectFactRow(row)
+}
+
+// GetProjectFact 按 ID 获取事实。
+func (db *DB) GetProjectFact(id string) (*ProjectFact, error) {
+	row := db.QueryRow(
+		`SELECT id, project_id, fact_key, category, summary, COALESCE(body,''), confidence,
+			COALESCE(source_conversation_id,''), COALESCE(source_message_id,''), pinned,
+			COALESCE(supersedes_fact_id,''), COALESCE(related_vulnerability_id,''), created_at, updated_at
+		 FROM project_facts WHERE id = ?`, id,
+	)
+	return scanProjectFactRow(row)
+}
+
+// mergeFactBodyOnUpdate 更新时若 incoming body 为空则保留已有内容，避免仅改 summary 时丢失攻击链。
+func mergeFactBodyOnUpdate(incoming, existing string) string {
+	if strings.TrimSpace(incoming) == "" {
+		return existing
+	}
+	return incoming
+}
+
+// UpsertProjectFact 创建或更新事实（按 project_id + fact_key）。
+func (db *DB) UpsertProjectFact(f *ProjectFact) (*ProjectFact, error) {
+	if err := ValidateFactKey(f.FactKey); err != nil {
+		return nil, err
+	}
+	if strings.TrimSpace(f.Category) == "" {
+		f.Category = "note"
+	}
+	if strings.TrimSpace(f.Confidence) == "" {
+		f.Confidence = "tentative"
+	}
+	now := time.Now()
+
+	existing, err := db.GetProjectFactByKey(f.ProjectID, f.FactKey)
+	if err == nil && existing != nil {
+		f.ID = existing.ID
+		f.CreatedAt = existing.CreatedAt
+		f.UpdatedAt = now
+		f.Body = mergeFactBodyOnUpdate(f.Body, existing.Body)
+		if strings.TrimSpace(f.Category) == "" {
+			f.Category = existing.Category
+		}
+		if strings.TrimSpace(f.Confidence) == "" {
+			f.Confidence = existing.Confidence
+		}
+		if projectFactContentChanged(existing, f) {
+			versionID, verr := db.InsertProjectFactVersion(existing)
+			if verr != nil {
+				return nil, verr
+			}
+			f.SupersedesFactID = versionID
+		} else if f.SupersedesFactID == "" {
+			f.SupersedesFactID = existing.SupersedesFactID
+		}
+		_, err = db.Exec(
+			`UPDATE project_facts SET category = ?, summary = ?, body = ?, confidence = ?,
+				source_conversation_id = COALESCE(?, source_conversation_id),
+				source_message_id = COALESCE(?, source_message_id),
+				pinned = ?, supersedes_fact_id = ?, related_vulnerability_id = ?, updated_at = ?
+			 WHERE id = ?`,
+			f.Category, f.Summary, f.Body, f.Confidence,
+			nullIfEmpty(f.SourceConversationID), nullIfEmpty(f.SourceMessageID), boolToInt(f.Pinned),
+			nullIfEmpty(f.SupersedesFactID), nullIfEmpty(f.RelatedVulnerabilityID), f.UpdatedAt, f.ID,
+		)
+		if err != nil {
+			return nil, fmt.Errorf("更新事实失败: %w", err)
+		}
+		return f, nil
+	}
+
+	if f.ID == "" {
+		f.ID = uuid.New().String()
+	}
+	f.CreatedAt = now
+	f.UpdatedAt = now
+	_, err = db.Exec(
+		`INSERT INTO project_facts (
+			id, project_id, fact_key, category, summary, body, confidence,
+			source_conversation_id, source_message_id, pinned, supersedes_fact_id, related_vulnerability_id,
+			created_at, updated_at
+		) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)`,
+		f.ID, f.ProjectID, f.FactKey, f.Category, f.Summary, f.Body, f.Confidence,
+		nullIfEmpty(f.SourceConversationID), nullIfEmpty(f.SourceMessageID), boolToInt(f.Pinned),
+		nullIfEmpty(f.SupersedesFactID), nullIfEmpty(f.RelatedVulnerabilityID),
+		f.CreatedAt, f.UpdatedAt,
+	)
+	if err != nil {
+		return nil, fmt.Errorf("创建事实失败: %w", err)
+	}
+	return f, nil
+}
+
+// DeprecateProjectFact 将事实标记为 deprecated。
+func (db *DB) DeprecateProjectFact(projectID, factKey string) error {
+	res, err := db.Exec(
+		`UPDATE project_facts SET confidence = 'deprecated', updated_at = ? WHERE project_id = ? AND fact_key = ?`,
+		time.Now(), projectID, factKey,
+	)
+	if err != nil {
+		return err
+	}
+	n, _ := res.RowsAffected()
+	if n == 0 {
+		return fmt.Errorf("事实不存在")
+	}
+	return nil
+}
+
+// RestoreProjectFact 将已废弃事实恢复为 tentative 或 confirmed（重新参与黑板索引）。
+func (db *DB) RestoreProjectFact(projectID, factKey, confidence string) error {
+	confidence = strings.TrimSpace(strings.ToLower(confidence))
+	if confidence == "" {
+		confidence = "tentative"
+	}
+	if confidence != "confirmed" && confidence != "tentative" {
+		return fmt.Errorf("confidence 须为 confirmed 或 tentative")
+	}
+
+	existing, err := db.GetProjectFactByKey(projectID, factKey)
+	if err != nil {
+		return fmt.Errorf("事实不存在")
+	}
+	if strings.ToLower(strings.TrimSpace(existing.Confidence)) != "deprecated" {
+		return fmt.Errorf("事实未处于废弃状态")
+	}
+
+	_, err = db.Exec(
+		`UPDATE project_facts SET confidence = ?, updated_at = ? WHERE project_id = ? AND fact_key = ?`,
+		confidence, time.Now(), projectID, factKey,
+	)
+	return err
+}
+
+// DeleteProjectFact 删除事实。
+func (db *DB) DeleteProjectFact(id string) error {
+	_, err := db.Exec(`DELETE FROM project_facts WHERE id = ?`, id)
+	return err
+}
+
+func scanProjectFacts(rows *sql.Rows) ([]*ProjectFact, error) {
+	var out []*ProjectFact
+	for rows.Next() {
+		f, err := scanProjectFactFromRows(rows)
+		if err != nil {
+			return nil, err
+		}
+		out = append(out, f)
+	}
+	return out, rows.Err()
+}
+
+func scanProjectFactRow(row *sql.Row) (*ProjectFact, error) {
+	var f ProjectFact
+	var pinned int
+	var createdAt, updatedAt string
+	err := row.Scan(
+		&f.ID, &f.ProjectID, &f.FactKey, &f.Category, &f.Summary, &f.Body, &f.Confidence,
+		&f.SourceConversationID, &f.SourceMessageID, &pinned,
+		&f.SupersedesFactID, &f.RelatedVulnerabilityID, &createdAt, &updatedAt,
+	)
+	if err != nil {
+		if err == sql.ErrNoRows {
+			return nil, fmt.Errorf("事实不存在")
+		}
+		return nil, err
+	}
+	f.Pinned = pinned != 0
+	f.CreatedAt = parseDBTime(createdAt)
+	f.UpdatedAt = parseDBTime(updatedAt)
+	return &f, nil
+}
+
+func scanProjectFactFromRows(rows *sql.Rows) (*ProjectFact, error) {
+	var f ProjectFact
+	var pinned int
+	var createdAt, updatedAt string
+	err := rows.Scan(
+		&f.ID, &f.ProjectID, &f.FactKey, &f.Category, &f.Summary, &f.Body, &f.Confidence,
+		&f.SourceConversationID, &f.SourceMessageID, &pinned,
+		&f.SupersedesFactID, &f.RelatedVulnerabilityID, &createdAt, &updatedAt,
+	)
+	if err != nil {
+		return nil, err
+	}
+	f.Pinned = pinned != 0
+	f.CreatedAt = parseDBTime(createdAt)
+	f.UpdatedAt = parseDBTime(updatedAt)
+	return &f, nil
+}
+
+func boolToInt(b bool) int {
+	if b {
+		return 1
+	}
+	return 0
+}
+
+func nullIfEmpty(s string) interface{} {
+	if strings.TrimSpace(s) == "" {
+		return nil
+	}
+	return s
+}
+
+func parseDBTime(s string) time.Time {
+	s = strings.TrimSpace(s)
+	if s == "" {
+		return time.Time{}
+	}
+	// go-sqlite3 读 DATETIME 常返回 RFC3339（含 T），写入时可能是空格分隔格式，需兼容多种形态
+	layouts := []string{
+		time.RFC3339Nano,
+		time.RFC3339,
+		"2006-01-02 15:04:05.999999999-07:00",
+		"2006-01-02 15:04:05-07:00",
+		"2006-01-02T15:04:05.999999999-07:00",
+		"2006-01-02T15:04:05-07:00",
+		"2006-01-02 15:04:05.999999999",
+		"2006-01-02 15:04:05",
+		"2006-01-02T15:04:05.999999999",
+		"2006-01-02T15:04:05",
+	}
+	for _, layout := range layouts {
+		if t, e := time.Parse(layout, s); e == nil {
+			return t
+		}
+	}
+	return time.Time{}
+}

internal/database/project_fact_upsert_test.go

@@ -0,0 +1,196 @@
+package database
+
+import (
+	"path/filepath"
+	"testing"
+
+	"go.uber.org/zap"
+)
+
+func TestUpsertProjectFact_preservesBodyOnEmptyUpdate(t *testing.T) {
+	dbPath := filepath.Join(t.TempDir(), "facts.db")
+	db, err := NewDB(dbPath, zap.NewNop())
+	if err != nil {
+		t.Fatal(err)
+	}
+	defer db.Close()
+
+	proj, err := db.CreateProject(&Project{Name: "test-facts"})
+	if err != nil {
+		t.Fatal(err)
+	}
+
+	const body = "## 攻击链\n1. step\n```http\nGET / HTTP/1.1\n```\n"
+	_, err = db.UpsertProjectFact(&ProjectFact{
+		ProjectID: proj.ID,
+		FactKey:   "finding/sqli-login",
+		Category:  "finding",
+		Summary:   "SQLi on /login",
+		Body:      body,
+	})
+	if err != nil {
+		t.Fatal(err)
+	}
+
+	updated, err := db.UpsertProjectFact(&ProjectFact{
+		ProjectID: proj.ID,
+		FactKey:   "finding/sqli-login",
+		Summary:   "SQLi on /login (confirmed)",
+		Body:      "",
+	})
+	if err != nil {
+		t.Fatal(err)
+	}
+	if updated.Summary != "SQLi on /login (confirmed)" {
+		t.Fatalf("summary=%q", updated.Summary)
+	}
+	if updated.Body != body {
+		t.Fatalf("returned body=%q want preserved attack chain", updated.Body)
+	}
+
+	fromDB, err := db.GetProjectFactByKey(proj.ID, "finding/sqli-login")
+	if err != nil {
+		t.Fatal(err)
+	}
+	if fromDB.Body != body {
+		t.Fatalf("stored body=%q want preserved", fromDB.Body)
+	}
+}
+
+func TestUpsertProjectFact_replacesBodyWhenProvided(t *testing.T) {
+	dbPath := filepath.Join(t.TempDir(), "facts.db")
+	db, err := NewDB(dbPath, zap.NewNop())
+	if err != nil {
+		t.Fatal(err)
+	}
+	defer db.Close()
+
+	proj, err := db.CreateProject(&Project{Name: "test-facts"})
+	if err != nil {
+		t.Fatal(err)
+	}
+
+	_, err = db.UpsertProjectFact(&ProjectFact{
+		ProjectID: proj.ID,
+		FactKey:   "target/primary",
+		Summary:   "v1",
+		Body:      "old body",
+	})
+	if err != nil {
+		t.Fatal(err)
+	}
+
+	const newBody = "new body with evidence"
+	updated, err := db.UpsertProjectFact(&ProjectFact{
+		ProjectID: proj.ID,
+		FactKey:   "target/primary",
+		Summary:   "v2",
+		Body:      newBody,
+	})
+	if err != nil {
+		t.Fatal(err)
+	}
+	if updated.Body != newBody {
+		t.Fatalf("body=%q want %q", updated.Body, newBody)
+	}
+}
+
+func TestRestoreProjectFact(t *testing.T) {
+	dbPath := filepath.Join(t.TempDir(), "facts.db")
+	db, err := NewDB(dbPath, zap.NewNop())
+	if err != nil {
+		t.Fatal(err)
+	}
+	defer db.Close()
+
+	proj, err := db.CreateProject(&Project{Name: "restore-test"})
+	if err != nil {
+		t.Fatal(err)
+	}
+	key := "target/restore-me"
+	_, err = db.UpsertProjectFact(&ProjectFact{
+		ProjectID:  proj.ID,
+		FactKey:    key,
+		Summary:    "s",
+		Confidence: "confirmed",
+	})
+	if err != nil {
+		t.Fatal(err)
+	}
+	if err := db.DeprecateProjectFact(proj.ID, key); err != nil {
+		t.Fatal(err)
+	}
+	if err := db.RestoreProjectFact(proj.ID, key, "confirmed"); err != nil {
+		t.Fatal(err)
+	}
+	f, err := db.GetProjectFactByKey(proj.ID, key)
+	if err != nil {
+		t.Fatal(err)
+	}
+	if f.Confidence != "confirmed" {
+		t.Fatalf("confidence=%q want confirmed", f.Confidence)
+	}
+	if err := db.RestoreProjectFact(proj.ID, key, ""); err == nil {
+		t.Fatal("expected error when not deprecated")
+	}
+}
+
+func TestUpsertProjectFact_createsVersionOnContentChange(t *testing.T) {
+	dbPath := filepath.Join(t.TempDir(), "facts.db")
+	db, err := NewDB(dbPath, zap.NewNop())
+	if err != nil {
+		t.Fatal(err)
+	}
+	defer db.Close()
+
+	proj, err := db.CreateProject(&Project{Name: "version-test"})
+	if err != nil {
+		t.Fatal(err)
+	}
+
+	created, err := db.UpsertProjectFact(&ProjectFact{
+		ProjectID: proj.ID,
+		FactKey:   "finding/xss",
+		Category:  "finding",
+		Summary:   "v1",
+		Body:      "body v1",
+	})
+	if err != nil {
+		t.Fatal(err)
+	}
+	if created.SupersedesFactID != "" {
+		t.Fatalf("expected no supersedes on create, got %q", created.SupersedesFactID)
+	}
+
+	updated, err := db.UpsertProjectFact(&ProjectFact{
+		ProjectID: proj.ID,
+		FactKey:   "finding/xss",
+		Summary:   "v2",
+		Body:      "body v2",
+	})
+	if err != nil {
+		t.Fatal(err)
+	}
+	if updated.SupersedesFactID == "" {
+		t.Fatal("expected supersedes_fact_id after content change")
+	}
+	prev, err := db.GetProjectFactVersion(updated.SupersedesFactID)
+	if err != nil {
+		t.Fatal(err)
+	}
+	if prev.Summary != "v1" || prev.Body != "body v1" {
+		t.Fatalf("previous version mismatch: summary=%q body=%q", prev.Summary, prev.Body)
+	}
+}
+
+func TestMergeFactBodyOnUpdate(t *testing.T) {
+	if got := mergeFactBodyOnUpdate("", "keep"); got != "keep" {
+		t.Fatalf("empty incoming: got %q", got)
+	}
+	if got := mergeFactBodyOnUpdate("  ", "keep"); got != "keep" {
+		t.Fatalf("whitespace incoming: got %q", got)
+	}
+	if got := mergeFactBodyOnUpdate("new", "old"); got != "new" {
+		t.Fatalf("non-empty incoming: got %q", got)
+	}
+}

internal/database/project_fact_version.go

@@ -0,0 +1,144 @@
+package database
+
+import (
+	"database/sql"
+	"fmt"
+	"strings"
+	"time"
+
+	"github.com/google/uuid"
+)
+
+// ProjectFactVersion 事实历史快照（同 fact_key 更新前归档）。
+type ProjectFactVersion struct {
+	ID                     string    `json:"id"`
+	FactID                 string    `json:"fact_id"`
+	ProjectID              string    `json:"project_id"`
+	FactKey                string    `json:"fact_key"`
+	Category               string    `json:"category"`
+	Summary                string    `json:"summary"`
+	Body                   string    `json:"body"`
+	Confidence             string    `json:"confidence"`
+	SourceConversationID   string    `json:"source_conversation_id,omitempty"`
+	SourceMessageID        string    `json:"source_message_id,omitempty"`
+	Pinned                 bool      `json:"pinned"`
+	RelatedVulnerabilityID string    `json:"related_vulnerability_id,omitempty"`
+	ArchivedAt             time.Time `json:"archived_at"`
+}
+
+// InsertProjectFactVersion 将当前事实行快照写入版本表。
+func (db *DB) InsertProjectFactVersion(f *ProjectFact) (string, error) {
+	if f == nil || f.ID == "" {
+		return "", fmt.Errorf("无效的事实记录")
+	}
+	id := uuid.New().String()
+	now := time.Now()
+	_, err := db.Exec(
+		`INSERT INTO project_fact_versions (
+			id, fact_id, project_id, fact_key, category, summary, body, confidence,
+			source_conversation_id, source_message_id, pinned, related_vulnerability_id, archived_at
+		) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)`,
+		id, f.ID, f.ProjectID, f.FactKey, f.Category, f.Summary, f.Body, f.Confidence,
+		nullIfEmpty(f.SourceConversationID), nullIfEmpty(f.SourceMessageID), boolToInt(f.Pinned),
+		nullIfEmpty(f.RelatedVulnerabilityID), now,
+	)
+	if err != nil {
+		return "", fmt.Errorf("归档事实版本失败: %w", err)
+	}
+	return id, nil
+}
+
+// GetProjectFactVersion 按版本 ID 获取快照。
+func (db *DB) GetProjectFactVersion(versionID string) (*ProjectFactVersion, error) {
+	row := db.QueryRow(
+		`SELECT id, fact_id, project_id, fact_key, category, summary, COALESCE(body,''), confidence,
+			COALESCE(source_conversation_id,''), COALESCE(source_message_id,''), pinned,
+			COALESCE(related_vulnerability_id,''), archived_at
+		 FROM project_fact_versions WHERE id = ?`, versionID,
+	)
+	return scanProjectFactVersionRow(row)
+}
+
+// ListProjectFactVersions 列出某条事实的全部历史版本（新→旧）。
+func (db *DB) ListProjectFactVersions(factID string, limit int) ([]*ProjectFactVersion, error) {
+	if limit <= 0 {
+		limit = 20
+	}
+	rows, err := db.Query(
+		`SELECT id, fact_id, project_id, fact_key, category, summary, COALESCE(body,''), confidence,
+			COALESCE(source_conversation_id,''), COALESCE(source_message_id,''), pinned,
+			COALESCE(related_vulnerability_id,''), archived_at
+		 FROM project_fact_versions WHERE fact_id = ? ORDER BY archived_at DESC LIMIT ?`,
+		factID, limit,
+	)
+	if err != nil {
+		return nil, err
+	}
+	defer rows.Close()
+	var out []*ProjectFactVersion
+	for rows.Next() {
+		v, err := scanProjectFactVersionFromRows(rows)
+		if err != nil {
+			return nil, err
+		}
+		out = append(out, v)
+	}
+	return out, rows.Err()
+}
+
+func projectFactContentChanged(existing, incoming *ProjectFact) bool {
+	if existing == nil || incoming == nil {
+		return false
+	}
+	mergedBody := mergeFactBodyOnUpdate(incoming.Body, existing.Body)
+	inCat := stringsTrimDefault(incoming.Category, existing.Category)
+	inConf := stringsTrimDefault(incoming.Confidence, existing.Confidence)
+	return existing.Summary != incoming.Summary ||
+		existing.Body != mergedBody ||
+		existing.Category != inCat ||
+		existing.Confidence != inConf
+}
+
+func stringsTrimDefault(s, fallback string) string {
+	if strings.TrimSpace(s) == "" {
+		return fallback
+	}
+	return strings.TrimSpace(s)
+}
+
+func scanProjectFactVersionRow(row *sql.Row) (*ProjectFactVersion, error) {
+	var v ProjectFactVersion
+	var pinned int
+	var archivedAt string
+	err := row.Scan(
+		&v.ID, &v.FactID, &v.ProjectID, &v.FactKey, &v.Category, &v.Summary, &v.Body, &v.Confidence,
+		&v.SourceConversationID, &v.SourceMessageID, &pinned,
+		&v.RelatedVulnerabilityID, &archivedAt,
+	)
+	if err != nil {
+		if err == sql.ErrNoRows {
+			return nil, fmt.Errorf("事实版本不存在")
+		}
+		return nil, err
+	}
+	v.Pinned = pinned != 0
+	v.ArchivedAt = parseDBTime(archivedAt)
+	return &v, nil
+}
+
+func scanProjectFactVersionFromRows(rows *sql.Rows) (*ProjectFactVersion, error) {
+	var v ProjectFactVersion
+	var pinned int
+	var archivedAt string
+	err := rows.Scan(
+		&v.ID, &v.FactID, &v.ProjectID, &v.FactKey, &v.Category, &v.Summary, &v.Body, &v.Confidence,
+		&v.SourceConversationID, &v.SourceMessageID, &pinned,
+		&v.RelatedVulnerabilityID, &archivedAt,
+	)
+	if err != nil {
+		return nil, err
+	}
+	v.Pinned = pinned != 0
+	v.ArchivedAt = parseDBTime(archivedAt)
+	return &v, nil
+}

internal/database/project_stats.go

@@ -0,0 +1,121 @@
+package database
+
+import (
+	"database/sql"
+	"fmt"
+	"strings"
+)
+
+// ProjectStats 项目聚合统计。
+type ProjectStats struct {
+	FactCount         int `json:"fact_count"`
+	VulnCount         int `json:"vuln_count"`
+	ConversationCount int `json:"conversation_count"`
+	SparseFactCount   int `json:"sparse_fact_count"`
+}
+
+// GetProjectStatsCounts 统计项目下事实、漏洞、对话数量（不含 sparse，由 project 包补全）。
+func (db *DB) GetProjectStatsCounts(projectID string) (*ProjectStats, error) {
+	projectID = strings.TrimSpace(projectID)
+	if projectID == "" {
+		return nil, fmt.Errorf("project_id 不能为空")
+	}
+	if _, err := db.GetProject(projectID); err != nil {
+		return nil, err
+	}
+	stats := &ProjectStats{}
+	if err := db.QueryRow(
+		`SELECT COUNT(*) FROM project_facts WHERE project_id = ? AND confidence != 'deprecated'`,
+		projectID,
+	).Scan(&stats.FactCount); err != nil {
+		return nil, fmt.Errorf("统计事实失败: %w", err)
+	}
+	if err := db.QueryRow(
+		`SELECT COUNT(*) FROM vulnerabilities WHERE project_id = ?`,
+		projectID,
+	).Scan(&stats.VulnCount); err != nil {
+		return nil, fmt.Errorf("统计漏洞失败: %w", err)
+	}
+	if err := db.QueryRow(
+		`SELECT COUNT(*) FROM conversations WHERE project_id = ?`,
+		projectID,
+	).Scan(&stats.ConversationCount); err != nil {
+		return nil, fmt.Errorf("统计对话失败: %w", err)
+	}
+	return stats, nil
+}
+
+// ListProjectFactsForSparseCheck 返回用于待补全检测的事实字段（非 deprecated）。
+func (db *DB) ListProjectFactsForSparseCheck(projectID string) ([]struct {
+	Category string
+	FactKey  string
+	Body     string
+}, error) {
+	rows, err := db.Query(
+		`SELECT category, fact_key, COALESCE(body,'') FROM project_facts WHERE project_id = ? AND confidence != 'deprecated'`,
+		projectID,
+	)
+	if err != nil {
+		return nil, err
+	}
+	defer rows.Close()
+	var out []struct {
+		Category string
+		FactKey  string
+		Body     string
+	}
+	for rows.Next() {
+		var row struct {
+			Category string
+			FactKey  string
+			Body     string
+		}
+		if err := rows.Scan(&row.Category, &row.FactKey, &row.Body); err != nil {
+			return nil, err
+		}
+		out = append(out, row)
+	}
+	return out, rows.Err()
+}
+
+// ListConversationsByProjectID 列出绑定到项目的对话。
+func (db *DB) ListConversationsByProjectID(projectID string, limit, offset int) ([]*Conversation, error) {
+	if limit <= 0 {
+		limit = 100
+	}
+	rows, err := db.Query(
+		`SELECT id, title, COALESCE(pinned, 0), created_at, updated_at, project_id
+		 FROM conversations WHERE project_id = ? ORDER BY updated_at DESC LIMIT ? OFFSET ?`,
+		projectID, limit, offset,
+	)
+	if err != nil {
+		return nil, fmt.Errorf("查询项目对话失败: %w", err)
+	}
+	defer rows.Close()
+
+	var conversations []*Conversation
+	for rows.Next() {
+		var conv Conversation
+		var createdAt, updatedAt string
+		var pinned int
+		var pid sql.NullString
+		if err := rows.Scan(&conv.ID, &conv.Title, &pinned, &createdAt, &updatedAt, &pid); err != nil {
+			return nil, err
+		}
+		if pid.Valid {
+			conv.ProjectID = strings.TrimSpace(pid.String)
+		}
+		conv.CreatedAt = parseDBTime(createdAt)
+		conv.UpdatedAt = parseDBTime(updatedAt)
+		conv.Pinned = pinned != 0
+		conversations = append(conversations, &conv)
+	}
+	return conversations, rows.Err()
+}
+
+// CountConversationsByProjectID 统计项目绑定对话数。
+func (db *DB) CountConversationsByProjectID(projectID string) (int, error) {
+	var n int
+	err := db.QueryRow(`SELECT COUNT(*) FROM conversations WHERE project_id = ?`, projectID).Scan(&n)
+	return n, err
+}

internal/database/project_time_test.go

@@ -0,0 +1,93 @@
+package database
+
+import (
+	"encoding/json"
+	"os"
+	"path/filepath"
+	"testing"
+	"time"
+
+	"go.uber.org/zap"
+)
+
+func TestParseDBTime_projectFactFormats(t *testing.T) {
+	cases := []string{
+		"2026-05-26 11:13:07.442143+08:00",
+		"2026-05-26 11:13:07",
+		"2026-05-26T11:13:07.442143+08:00",
+	}
+	for _, s := range cases {
+		got := parseDBTime(s)
+		if got.IsZero() {
+			t.Fatalf("parseDBTime(%q) returned zero", s)
+		}
+	}
+}
+
+func TestListProjectFacts_updatedAtJSON(t *testing.T) {
+	root, err := os.Getwd()
+	if err != nil {
+		t.Skip(err)
+	}
+	dbPath := filepath.Join(root, "..", "..", "data", "conversations.db")
+	if _, err := os.Stat(dbPath); err != nil {
+		t.Skip("conversations.db not found")
+	}
+	db, err := NewDB(dbPath, zap.NewNop())
+	if err != nil {
+		t.Fatal(err)
+	}
+	projects, err := db.ListProjects("", 1, 0)
+	if err != nil || len(projects) == 0 {
+		t.Skip("no projects")
+	}
+	pid := projects[0].ID
+
+	list, err := db.ListProjectFacts(pid, ProjectFactListFilter{}, 5, 0)
+	if err != nil {
+		t.Fatal(err)
+	}
+	if len(list) == 0 {
+		t.Skip("no facts")
+	}
+	for _, f := range list {
+		if f.UpdatedAt.IsZero() {
+			t.Fatalf("fact %s UpdatedAt is zero after ListProjectFacts", f.FactKey)
+		}
+		b, err := json.Marshal(f)
+		if err != nil {
+			t.Fatal(err)
+		}
+		var m map[string]interface{}
+		if err := json.Unmarshal(b, &m); err != nil {
+			t.Fatal(err)
+		}
+		raw, ok := m["updated_at"].(string)
+		if !ok || raw == "" || raw[:4] == "0001" {
+			t.Fatalf("bad updated_at in JSON: %v", m["updated_at"])
+		}
+	}
+}
+
+func TestParseDBTime_zeroOnGarbage(t *testing.T) {
+	if !parseDBTime("").IsZero() {
+		t.Fatal("expected zero for empty")
+	}
+}
+
+// Ensure RFC3339 round-trip used by API is after year 2000.
+func TestParseDBTime_marshalRoundTrip(t *testing.T) {
+	s := "2026-05-26 11:13:07.442143+08:00"
+	tm := parseDBTime(s)
+	b, err := json.Marshal(tm)
+	if err != nil {
+		t.Fatal(err)
+	}
+	var back time.Time
+	if err := json.Unmarshal(b, &back); err != nil {
+		t.Fatal(err)
+	}
+	if back.IsZero() {
+		t.Fatalf("unmarshal zero from %s", string(b))
+	}
+}

internal/database/vulnerability.go

@@ -3,16 +3,94 @@ package database
 import (
 	"database/sql"
 	"fmt"
+	"strings"
 	"time"
 
 	"github.com/google/uuid"
 	"go.uber.org/zap"
 )
 
+// VulnerabilityListFilter 列表/统计/导出共用的筛选条件
+type VulnerabilityListFilter struct {
+	ID              string
+	Search          string // 关键词模糊匹配（标题、描述、类型、目标等）
+	ConversationID  string
+	ProjectID       string
+	Severity        string
+	Status          string
+	TaskID          string
+	ConversationTag string
+	TaskTag         string
+}
+
+func escapeVulnerabilityLikePattern(s string) string {
+	s = strings.ReplaceAll(s, `\`, `\\`)
+	s = strings.ReplaceAll(s, `%`, `\%`)
+	s = strings.ReplaceAll(s, `_`, `\_`)
+	return "%" + s + "%"
+}
+
+func (f VulnerabilityListFilter) appendWhere(query string, args []interface{}) (string, []interface{}) {
+	if f.ID != "" {
+		query += " AND id = ?"
+		args = append(args, f.ID)
+	}
+	if f.ConversationID != "" {
+		query += " AND conversation_id = ?"
+		args = append(args, f.ConversationID)
+	}
+	if f.ProjectID != "" {
+		query += " AND project_id = ?"
+		args = append(args, f.ProjectID)
+	}
+	if f.TaskID != "" {
+		query += " AND EXISTS (SELECT 1 FROM batch_tasks bt WHERE bt.conversation_id = vulnerabilities.conversation_id AND (bt.id = ? OR bt.queue_id = ?))"
+		args = append(args, f.TaskID, f.TaskID)
+	}
+	if f.ConversationTag != "" {
+		query += " AND conversation_tag = ?"
+		args = append(args, f.ConversationTag)
+	}
+	if f.TaskTag != "" {
+		query += " AND task_tag = ?"
+		args = append(args, f.TaskTag)
+	}
+	if f.Severity != "" {
+		query += " AND severity = ?"
+		args = append(args, f.Severity)
+	}
+	if f.Status != "" {
+		query += " AND status = ?"
+		args = append(args, f.Status)
+	}
+	search := strings.TrimSpace(f.Search)
+	if search != "" {
+		pattern := escapeVulnerabilityLikePattern(search)
+		query += ` AND (
+			LOWER(id) LIKE LOWER(?) OR
+			LOWER(title) LIKE LOWER(?) OR
+			LOWER(COALESCE(description, '')) LIKE LOWER(?) OR
+			LOWER(COALESCE(vulnerability_type, '')) LIKE LOWER(?) OR
+			LOWER(COALESCE(target, '')) LIKE LOWER(?) OR
+			LOWER(COALESCE(proof, '')) LIKE LOWER(?) OR
+			LOWER(COALESCE(impact, '')) LIKE LOWER(?) OR
+			LOWER(COALESCE(recommendation, '')) LIKE LOWER(?) OR
+			LOWER(COALESCE(conversation_id, '')) LIKE LOWER(?) OR
+			LOWER(COALESCE(conversation_tag, '')) LIKE LOWER(?) OR
+			LOWER(COALESCE(task_tag, '')) LIKE LOWER(?)
+		)`
+		for i := 0; i < 11; i++ {
+			args = append(args, pattern)
+		}
+	}
+	return query, args
+}
+
 // Vulnerability 漏洞
 type Vulnerability struct {
 	ID              string    `json:"id"`
 	ConversationID  string    `json:"conversation_id"`
+	ProjectID       string    `json:"project_id,omitempty"`
 	ConversationTag string    `json:"conversation_tag,omitempty"`
 	TaskTag         string    `json:"task_tag,omitempty"`
 	TaskID          string    `json:"task_id,omitempty"`
@@ -44,17 +122,23 @@ func (db *DB) CreateVulnerability(vuln *Vulnerability) (*Vulnerability, error) {
 	}
 	vuln.UpdatedAt = now
 
+	if strings.TrimSpace(vuln.ProjectID) == "" && vuln.ConversationID != "" {
+		if pid, err := db.GetConversationProjectID(vuln.ConversationID); err == nil {
+			vuln.ProjectID = pid
+		}
+	}
+
 	query := `
 		INSERT INTO vulnerabilities (
-			id, conversation_id, conversation_tag, task_tag, title, description, severity, status,
+			id, conversation_id, project_id, conversation_tag, task_tag, title, description, severity, status,
 			vulnerability_type, target, proof, impact, recommendation,
 			created_at, updated_at
-		) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)
+		) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)
 	`
 
 	_, err := db.Exec(
 		query,
-		vuln.ID, vuln.ConversationID, vuln.ConversationTag, vuln.TaskTag, vuln.Title, vuln.Description,
+		vuln.ID, vuln.ConversationID, nullIfEmpty(vuln.ProjectID), vuln.ConversationTag, vuln.TaskTag, vuln.Title, vuln.Description,
 		vuln.Severity, vuln.Status, vuln.Type, vuln.Target,
 		vuln.Proof, vuln.Impact, vuln.Recommendation,
 		vuln.CreatedAt, vuln.UpdatedAt,
@@ -70,7 +154,7 @@ func (db *DB) CreateVulnerability(vuln *Vulnerability) (*Vulnerability, error) {
 func (db *DB) GetVulnerability(id string) (*Vulnerability, error) {
 	var vuln Vulnerability
 	query := `
-		SELECT id, conversation_id, title, description, severity, status,
+		SELECT id, conversation_id, COALESCE(project_id,''), title, description, severity, status,
 		       conversation_tag, task_tag, vulnerability_type, target, proof, impact, recommendation,
 		       COALESCE((SELECT bt.id FROM batch_tasks bt WHERE bt.conversation_id = vulnerabilities.conversation_id LIMIT 1), '') AS task_id,
 		       COALESCE((SELECT bt.queue_id FROM batch_tasks bt WHERE bt.conversation_id = vulnerabilities.conversation_id LIMIT 1), '') AS task_queue_id,
@@ -80,7 +164,7 @@ func (db *DB) GetVulnerability(id string) (*Vulnerability, error) {
 	`
 
 	err := db.QueryRow(query, id).Scan(
-		&vuln.ID, &vuln.ConversationID, &vuln.Title, &vuln.Description,
+		&vuln.ID, &vuln.ConversationID, &vuln.ProjectID, &vuln.Title, &vuln.Description,
 		&vuln.Severity, &vuln.Status, &vuln.ConversationTag, &vuln.TaskTag, &vuln.Type, &vuln.Target,
 		&vuln.Proof, &vuln.Impact, &vuln.Recommendation,
 		&vuln.TaskID, &vuln.TaskQueueID,
@@ -97,9 +181,9 @@ func (db *DB) GetVulnerability(id string) (*Vulnerability, error) {
 }
 
 // ListVulnerabilities 列出漏洞
-func (db *DB) ListVulnerabilities(limit, offset int, id, conversationID, severity, status, taskID, conversationTag, taskTag string) ([]*Vulnerability, error) {
+func (db *DB) ListVulnerabilities(limit, offset int, filter VulnerabilityListFilter) ([]*Vulnerability, error) {
 	query := `
-		SELECT id, conversation_id, title, description, severity, status, conversation_tag, task_tag,
+		SELECT id, conversation_id, COALESCE(project_id,''), title, description, severity, status, conversation_tag, task_tag,
 		       vulnerability_type, target, proof, impact, recommendation,
 		       COALESCE((SELECT bt.id FROM batch_tasks bt WHERE bt.conversation_id = vulnerabilities.conversation_id LIMIT 1), '') AS task_id,
 		       COALESCE((SELECT bt.queue_id FROM batch_tasks bt WHERE bt.conversation_id = vulnerabilities.conversation_id LIMIT 1), '') AS task_queue_id,
@@ -108,35 +192,7 @@ func (db *DB) ListVulnerabilities(limit, offset int, id, conversationID, severit
 		WHERE 1=1
 	`
 	args := []interface{}{}
-
+	query, args = filter.appendWhere(query, args)
-	if id != "" {
-		query += " AND id = ?"
-		args = append(args, id)
-	}
-	if conversationID != "" {
-		query += " AND conversation_id = ?"
-		args = append(args, conversationID)
-	}
-	if taskID != "" {
-		query += " AND EXISTS (SELECT 1 FROM batch_tasks bt WHERE bt.conversation_id = vulnerabilities.conversation_id AND (bt.id = ? OR bt.queue_id = ?))"
-		args = append(args, taskID, taskID)
-	}
-	if conversationTag != "" {
-		query += " AND conversation_tag = ?"
-		args = append(args, conversationTag)
-	}
-	if taskTag != "" {
-		query += " AND task_tag = ?"
-		args = append(args, taskTag)
-	}
-	if severity != "" {
-		query += " AND severity = ?"
-		args = append(args, severity)
-	}
-	if status != "" {
-		query += " AND status = ?"
-		args = append(args, status)
-	}
 
 	query += " ORDER BY created_at DESC LIMIT ? OFFSET ?"
 	args = append(args, limit, offset)
@@ -151,7 +207,7 @@ func (db *DB) ListVulnerabilities(limit, offset int, id, conversationID, severit
 	for rows.Next() {
 		var vuln Vulnerability
 		err := rows.Scan(
-			&vuln.ID, &vuln.ConversationID, &vuln.Title, &vuln.Description,
+			&vuln.ID, &vuln.ConversationID, &vuln.ProjectID, &vuln.Title, &vuln.Description,
 			&vuln.Severity, &vuln.Status, &vuln.ConversationTag, &vuln.TaskTag, &vuln.Type, &vuln.Target,
 			&vuln.Proof, &vuln.Impact, &vuln.Recommendation,
 			&vuln.TaskID, &vuln.TaskQueueID,
@@ -168,38 +224,10 @@ func (db *DB) ListVulnerabilities(limit, offset int, id, conversationID, severit
 }
 
 // CountVulnerabilities 统计漏洞总数（支持筛选条件）
-func (db *DB) CountVulnerabilities(id, conversationID, severity, status, taskID, conversationTag, taskTag string) (int, error) {
+func (db *DB) CountVulnerabilities(filter VulnerabilityListFilter) (int, error) {
 	query := "SELECT COUNT(*) FROM vulnerabilities WHERE 1=1"
 	args := []interface{}{}
-
+	query, args = filter.appendWhere(query, args)
-	if id != "" {
-		query += " AND id = ?"
-		args = append(args, id)
-	}
-	if conversationID != "" {
-		query += " AND conversation_id = ?"
-		args = append(args, conversationID)
-	}
-	if taskID != "" {
-		query += " AND EXISTS (SELECT 1 FROM batch_tasks bt WHERE bt.conversation_id = vulnerabilities.conversation_id AND (bt.id = ? OR bt.queue_id = ?))"
-		args = append(args, taskID, taskID)
-	}
-	if conversationTag != "" {
-		query += " AND conversation_tag = ?"
-		args = append(args, conversationTag)
-	}
-	if taskTag != "" {
-		query += " AND task_tag = ?"
-		args = append(args, taskTag)
-	}
-	if severity != "" {
-		query += " AND severity = ?"
-		args = append(args, severity)
-	}
-	if status != "" {
-		query += " AND status = ?"
-		args = append(args, status)
-	}
 
 	var count int
 	err := db.QueryRow(query, args...).Scan(&count)
@@ -216,7 +244,7 @@ func (db *DB) UpdateVulnerability(id string, vuln *Vulnerability) error {
 
 	query := `
 		UPDATE vulnerabilities
-		SET conversation_tag = ?, task_tag = ?, title = ?, description = ?, severity = ?, status = ?,
+		SET project_id = ?, conversation_tag = ?, task_tag = ?, title = ?, description = ?, severity = ?, status = ?,
 		    vulnerability_type = ?, target = ?, proof = ?, impact = ?,
 		    recommendation = ?, updated_at = ?
 		WHERE id = ?
@@ -224,7 +252,7 @@ func (db *DB) UpdateVulnerability(id string, vuln *Vulnerability) error {
 
 	_, err := db.Exec(
 		query,
-		vuln.ConversationTag, vuln.TaskTag, vuln.Title, vuln.Description, vuln.Severity, vuln.Status,
+		nullIfEmpty(vuln.ProjectID), vuln.ConversationTag, vuln.TaskTag, vuln.Title, vuln.Description, vuln.Severity, vuln.Status,
 		vuln.Type, vuln.Target, vuln.Proof, vuln.Impact,
 		vuln.Recommendation, vuln.UpdatedAt, id,
 	)
@@ -237,27 +265,32 @@ func (db *DB) UpdateVulnerability(id string, vuln *Vulnerability) error {
 
 // DeleteVulnerability 删除漏洞
 func (db *DB) DeleteVulnerability(id string) error {
-	_, err := db.Exec("DELETE FROM vulnerabilities WHERE id = ?", id)
+	tx, err := db.Begin()
 	if err != nil {
+		return fmt.Errorf("开启事务失败: %w", err)
+	}
+	defer func() { _ = tx.Rollback() }()
+
+	// 删除漏洞前先解除项目事实中的关联，避免前端继续显示已删除漏洞的短 ID。
+	if _, err := tx.Exec("UPDATE project_facts SET related_vulnerability_id = NULL WHERE related_vulnerability_id = ?", id); err != nil {
+		return fmt.Errorf("清理事实漏洞关联失败: %w", err)
+	}
+	if _, err := tx.Exec("DELETE FROM vulnerabilities WHERE id = ?", id); err != nil {
 		return fmt.Errorf("删除漏洞失败: %w", err)
 	}
+	if err := tx.Commit(); err != nil {
+		return fmt.Errorf("提交事务失败: %w", err)
+	}
 	return nil
 }
 
 // GetVulnerabilityStats 获取漏洞统计（筛选条件与 ListVulnerabilities / CountVulnerabilities 一致）
-func (db *DB) GetVulnerabilityStats(conversationID, taskID string) (map[string]interface{}, error) {
+func (db *DB) GetVulnerabilityStats(filter VulnerabilityListFilter) (map[string]interface{}, error) {
 	stats := make(map[string]interface{})
 
 	where := "WHERE 1=1"
 	args := []interface{}{}
-	if conversationID != "" {
+	where, args = filter.appendWhere(where, args)
-		where += " AND conversation_id = ?"
-		args = append(args, conversationID)
-	}
-	if taskID != "" {
-		where += " AND EXISTS (SELECT 1 FROM batch_tasks bt WHERE bt.conversation_id = vulnerabilities.conversation_id AND (bt.id = ? OR bt.queue_id = ?))"
-		args = append(args, taskID, taskID)
-	}
 
 	// 总漏洞数
 	var totalCount int
@@ -357,10 +390,15 @@ func (db *DB) GetVulnerabilityFilterOptions() (map[string][]string, error) {
 	if err != nil {
 		return nil, fmt.Errorf("查询任务标签建议失败: %w", err)
 	}
+	projectIDs, err := collect(`SELECT DISTINCT project_id FROM vulnerabilities WHERE project_id IS NOT NULL AND project_id <> '' ORDER BY created_at DESC LIMIT 200`)
+	if err != nil {
+		return nil, fmt.Errorf("查询项目ID建议失败: %w", err)
+	}
 
 	return map[string][]string{
 		"vulnerability_ids": vulnIDs,
 		"conversation_ids":  conversationIDs,
+		"project_ids":       projectIDs,
 		"task_ids":          taskIDs,
 		"queue_ids":         queueIDs,
 		"conversation_tags": conversationTags,

internal/einoobserve/attach.go

@@ -96,6 +96,17 @@ type runHandler struct {
 	seq       atomic.Uint64
 }
 
+func safeRunInfo(info *callbacks.RunInfo) callbacks.RunInfo {
+	if info == nil {
+		return callbacks.RunInfo{
+			Name:      "unknown",
+			Type:      "unknown",
+			Component: components.Component("unknown"),
+		}
+	}
+	return *info
+}
+
 func (h *runHandler) genSpanID() string {
 	return fmt.Sprintf("%s-%d", h.runID, h.seq.Add(1))
 }
@@ -134,6 +145,7 @@ func (h *runHandler) popMatching(want string) string {
 }
 
 func (h *runHandler) onStart(ctx context.Context, info *callbacks.RunInfo, input callbacks.CallbackInput) context.Context {
+	ri := safeRunInfo(info)
 	var parentID string
 	h.mu.Lock()
 	if len(h.spanStack) > 0 {
@@ -151,9 +163,9 @@ func (h *runHandler) onStart(ctx context.Context, info *callbacks.RunInfo, input
 		ctx, sp = tracer.Start(ctx, spanName,
 			trace.WithSpanKind(trace.SpanKindInternal),
 			trace.WithAttributes(
-				attribute.String("eino.component", string(info.Component)),
+				attribute.String("eino.component", string(ri.Component)),
-				attribute.String("eino.name", info.Name),
+				attribute.String("eino.name", ri.Name),
-				attribute.String("eino.type", info.Type),
+				attribute.String("eino.type", ri.Type),
 				attribute.String("cyberstrike.run_id", h.runID),
 				attribute.String("cyberstrike.conversation_id", strings.TrimSpace(h.params.ConversationID)),
 				attribute.String("cyberstrike.orchestration", strings.TrimSpace(h.params.OrchMode)),
@@ -169,9 +181,9 @@ func (h *runHandler) onStart(ctx context.Context, info *callbacks.RunInfo, input
 			zap.String("runId", h.runID),
 			zap.String("spanId", spanID),
 			zap.String("parentSpanId", parentID),
-			zap.String("component", string(info.Component)),
+			zap.String("component", string(ri.Component)),
-			zap.String("name", info.Name),
+			zap.String("name", ri.Name),
-			zap.String("type", info.Type),
+			zap.String("type", ri.Type),
 			zap.String("phase", "start"),
 		}
 		if sp, ok := ctx.Value(ctxOtelSpanKey{}).(trace.Span); ok && sp != nil {
@@ -195,9 +207,9 @@ func (h *runHandler) onStart(ctx context.Context, info *callbacks.RunInfo, input
 			"parentSpanId":   parentID,
 			"conversationId": strings.TrimSpace(h.params.ConversationID),
 			"orchestration":    strings.TrimSpace(h.params.OrchMode),
-			"component":      string(info.Component),
+			"component":      string(ri.Component),
-			"name":           info.Name,
+			"name":           ri.Name,
-			"type":           info.Type,
+			"type":           ri.Type,
 			"ts":             time.Now().UTC().Format(time.RFC3339Nano),
 			"inputSummary":   inSum,
 			"source":         "eino_callbacks",
@@ -208,6 +220,7 @@ func (h *runHandler) onStart(ctx context.Context, info *callbacks.RunInfo, input
 }
 
 func (h *runHandler) onEnd(ctx context.Context, info *callbacks.RunInfo, output callbacks.CallbackOutput) context.Context {
+	ri := safeRunInfo(info)
 	spanID, _ := ctx.Value(ctxSpanKey{}).(string)
 	if spanID == "" {
 		spanID = h.popSpan()
@@ -226,9 +239,9 @@ func (h *runHandler) onEnd(ctx context.Context, info *callbacks.RunInfo, output
 		fields := []zap.Field{
 			zap.String("runId", h.runID),
 			zap.String("spanId", spanID),
-			zap.String("component", string(info.Component)),
+			zap.String("component", string(ri.Component)),
-			zap.String("name", info.Name),
+			zap.String("name", ri.Name),
-			zap.String("type", info.Type),
+			zap.String("type", ri.Type),
 			zap.String("phase", "end"),
 		}
 		if h.cfg.ZapVerbose {
@@ -243,9 +256,9 @@ func (h *runHandler) onEnd(ctx context.Context, info *callbacks.RunInfo, output
 			"spanId":         spanID,
 			"conversationId": strings.TrimSpace(h.params.ConversationID),
 			"orchestration":    strings.TrimSpace(h.params.OrchMode),
-			"component":      string(info.Component),
+			"component":      string(ri.Component),
-			"name":           info.Name,
+			"name":           ri.Name,
-			"type":           info.Type,
+			"type":           ri.Type,
 			"ts":             time.Now().UTC().Format(time.RFC3339Nano),
 			"outputSummary":  outSum,
 			"source":         "eino_callbacks",
@@ -255,6 +268,7 @@ func (h *runHandler) onEnd(ctx context.Context, info *callbacks.RunInfo, output
 }
 
 func (h *runHandler) onError(ctx context.Context, info *callbacks.RunInfo, err error) context.Context {
+	ri := safeRunInfo(info)
 	spanID, _ := ctx.Value(ctxSpanKey{}).(string)
 	if spanID == "" {
 		spanID = h.popSpan()
@@ -276,9 +290,9 @@ func (h *runHandler) onError(ctx context.Context, info *callbacks.RunInfo, err e
 		h.params.Logger.Warn("eino_callback_error",
 			zap.String("runId", h.runID),
 			zap.String("spanId", spanID),
-			zap.String("component", string(info.Component)),
+			zap.String("component", string(ri.Component)),
-			zap.String("name", info.Name),
+			zap.String("name", ri.Name),
-			zap.String("type", info.Type),
+			zap.String("type", ri.Type),
 			zap.Error(err),
 		)
 	}
@@ -288,9 +302,9 @@ func (h *runHandler) onError(ctx context.Context, info *callbacks.RunInfo, err e
 			"spanId":         spanID,
 			"conversationId": strings.TrimSpace(h.params.ConversationID),
 			"orchestration":    strings.TrimSpace(h.params.OrchMode),
-			"component":      string(info.Component),
+			"component":      string(ri.Component),
-			"name":           info.Name,
+			"name":           ri.Name,
-			"type":           info.Type,
+			"type":           ri.Type,
 			"ts":             time.Now().UTC().Format(time.RFC3339Nano),
 			"error":          msg,
 			"source":         "eino_callbacks",
@@ -300,28 +314,30 @@ func (h *runHandler) onError(ctx context.Context, info *callbacks.RunInfo, err e
 }
 
 func (h *runHandler) onStartStreamIn(ctx context.Context, info *callbacks.RunInfo, input *schema.StreamReader[callbacks.CallbackInput]) context.Context {
+	ri := safeRunInfo(info)
 	if input != nil {
 		input.Close()
 	}
 	if h.params.Logger != nil {
 		h.params.Logger.Debug("eino_callback_stream_in",
 			zap.String("runId", h.runID),
-			zap.String("component", string(info.Component)),
+			zap.String("component", string(ri.Component)),
-			zap.String("name", info.Name),
+			zap.String("name", ri.Name),
 		)
 	}
 	return ctx
 }
 
 func (h *runHandler) onEndStreamOut(ctx context.Context, info *callbacks.RunInfo, output *schema.StreamReader[callbacks.CallbackOutput]) context.Context {
+	ri := safeRunInfo(info)
 	if output != nil {
 		output.Close()
 	}
 	if h.params.Logger != nil {
 		h.params.Logger.Debug("eino_callback_stream_out",
 			zap.String("runId", h.runID),
-			zap.String("component", string(info.Component)),
+			zap.String("component", string(ri.Component)),
-			zap.String("name", info.Name),
+			zap.String("name", ri.Name),
 		)
 	}
 	return ctx

internal/handler/agent.go

@@ -17,6 +17,7 @@ import (
 	"unicode/utf8"
 
 	"cyberstrike-ai/internal/agent"
+	"cyberstrike-ai/internal/audit"
 	"cyberstrike-ai/internal/config"
 	"cyberstrike-ai/internal/database"
 	"cyberstrike-ai/internal/reasoning"
@@ -86,6 +87,23 @@ func normalizeProcessDetailText(s string) string {
 // discardPlanningIfEchoesToolResult drops buffered planning text when it only repeats the
 // upcoming tool_result body. Streaming models often echo tool stdout in chunk.Content; flushing
 // that into "planning" before persisting tool_result duplicates the output after page refresh.
+// sameResponseStreamMeta 判断是否为同一段主通道流（Eino ADK 可能对同一 MessageStream 重复发 response_start）。
+func sameResponseStreamMeta(a, b map[string]interface{}) bool {
+	if a == nil || b == nil {
+		return false
+	}
+	agentA, _ := a["einoAgent"].(string)
+	agentB, _ := b["einoAgent"].(string)
+	agentA = strings.TrimSpace(agentA)
+	agentB = strings.TrimSpace(agentB)
+	if agentA == "" || !strings.EqualFold(agentA, agentB) {
+		return false
+	}
+	orchA, _ := a["orchestration"].(string)
+	orchB, _ := b["orchestration"].(string)
+	return strings.TrimSpace(orchA) == strings.TrimSpace(orchB)
+}
+
 func discardPlanningIfEchoesToolResult(respPlan *responsePlanAgg, toolData interface{}) {
 	if respPlan == nil {
 		return
@@ -131,6 +149,12 @@ type AgentHandler struct {
 	batchRunning      map[string]struct{}
 	// hitlWhitelistSaver 侧栏「应用」HITL 时将会话增量白名单合并写入 config.yaml（可选）
 	hitlWhitelistSaver HitlToolWhitelistSaver
+	audit              *audit.Service
+}
+
+// SetAudit wires platform audit logging.
+func (h *AgentHandler) SetAudit(s *audit.Service) {
+	h.audit = s
 }
 
 // HitlToolWhitelistSaver 合并 HITL 免审批工具到全局配置并落盘
@@ -207,7 +231,7 @@ type ChatAttachment struct {
 type ChatReasoningRequest struct {
 	// Mode: default（跟随系统）| off | on | auto
 	Mode string `json:"mode,omitempty"`
-	// Effort: low | medium | high | max；空表示不指定（由系统默认与各 profile 决定）。
+	// Effort: low | medium | high | max | xhigh（原样下发；不同网关最高档命名不同）。空表示不指定。
 	Effort string `json:"effort,omitempty"`
 }
 
@@ -215,6 +239,7 @@ type ChatReasoningRequest struct {
 type ChatRequest struct {
 	Message              string           `json:"message" binding:"required"`
 	ConversationID       string           `json:"conversationId,omitempty"`
+	ProjectID            string           `json:"projectId,omitempty"` // 新对话绑定的项目（可选；未指定时可用 config.project.default_project_id）
 	Role                 string           `json:"role,omitempty"` // 角色名称
 	Attachments          []ChatAttachment `json:"attachments,omitempty"`
 	WebShellConnectionID string           `json:"webshellConnectionId,omitempty"` // WebShell 管理 - AI 助手：当前选中的连接 ID，仅使用 webshell_* 工具
@@ -553,7 +578,9 @@ func (h *AgentHandler) AgentLoop(c *gin.Context) {
 	conversationID := req.ConversationID
 	if conversationID == "" {
 		title := safeTruncateString(req.Message, 50)
-		conv, err := h.db.CreateConversation(title)
+		meta := audit.ConversationCreateMetaFromGin(c, "agent_loop")
+		meta.ProjectID = effectiveProjectID(h.config, req.ProjectID)
+		conv, err := h.db.CreateConversation(title, meta)
 		if err != nil {
 			h.logger.Error("创建对话失败", zap.Error(err))
 			c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
@@ -628,6 +655,8 @@ func (h *AgentHandler) AgentLoop(c *gin.Context) {
 			builtin.ToolWebshellFileRead,
 			builtin.ToolWebshellFileWrite,
 			builtin.ToolRecordVulnerability,
+			builtin.ToolListVulnerabilities,
+			builtin.ToolGetVulnerability,
 			builtin.ToolListKnowledgeRiskTypes,
 			builtin.ToolSearchKnowledgeBase,
 		}
@@ -675,7 +704,7 @@ func (h *AgentHandler) AgentLoop(c *gin.Context) {
 	taskCtx = h.injectReactHITLInterceptor(taskCtx, cancelWithCause, conversationID, "", nil)
 
 	// 执行Agent Loop，传入历史消息和对话ID（使用包含角色提示词的finalMessage和角色工具列表）
-	result, err := h.agent.AgentLoopWithProgress(taskCtx, finalMessage, agentHistoryMessages, conversationID, progressCallback, roleTools)
+	result, err := h.agent.AgentLoopWithProgress(taskCtx, finalMessage, agentHistoryMessages, conversationID, progressCallback, roleTools, h.projectBlackboardBlock(conversationID))
 	if err != nil {
 		h.logger.Error("Agent Loop执行失败", zap.Error(err))
 
@@ -717,11 +746,45 @@ func (h *AgentHandler) AgentLoop(c *gin.Context) {
 	})
 }
 
+func (h *AgentHandler) finalizeRobotAgentError(ctx context.Context, assistantMessageID, conversationID string, resultMA *multiagent.RunResult, errMA error) (string, string, error) {
+	if shouldPersistEinoAgentTraceAfterRunError(ctx) {
+		h.persistEinoAgentTraceForResume(conversationID, resultMA)
+	}
+	errMsg := "执行失败: " + errMA.Error()
+	if assistantMessageID != "" {
+		_, _ = h.db.Exec("UPDATE messages SET content = ?, updated_at = ? WHERE id = ?", errMsg, time.Now(), assistantMessageID)
+		_ = h.db.AddProcessDetail(assistantMessageID, conversationID, "error", errMsg, nil)
+	}
+	return "", conversationID, errMA
+}
+
+func (h *AgentHandler) finalizeRobotAgentSuccess(assistantMessageID, conversationID string, resultMA *multiagent.RunResult) (string, string, error) {
+	if assistantMessageID != "" {
+		if errU := h.db.UpdateAssistantMessageFinalize(assistantMessageID, resultMA.Response, resultMA.MCPExecutionIDs, multiagent.AggregatedReasoningFromTraceJSON(resultMA.LastAgentTraceInput)); errU != nil {
+			h.logger.Warn("机器人：更新助手消息失败", zap.Error(errU))
+		}
+	} else {
+		if _, err := h.db.AddMessage(conversationID, "assistant", resultMA.Response, resultMA.MCPExecutionIDs); err != nil {
+			h.logger.Warn("机器人：保存助手消息失败", zap.Error(err))
+		}
+	}
+	if resultMA.LastAgentTraceInput != "" || resultMA.LastAgentTraceOutput != "" {
+		_ = h.db.SaveAgentTrace(conversationID, resultMA.LastAgentTraceInput, resultMA.LastAgentTraceOutput)
+	}
+	return resultMA.Response, conversationID, nil
+}
+
 // ProcessMessageForRobot 供机器人（企业微信/钉钉/飞书）调用：与 /api/agent-loop/stream 相同执行路径（含 progressCallback、过程详情），仅不发送 SSE，最后返回完整回复
-func (h *AgentHandler) ProcessMessageForRobot(ctx context.Context, conversationID, message, role string) (response string, convID string, err error) {
+func (h *AgentHandler) ProcessMessageForRobot(ctx context.Context, platform, conversationID, message, role string) (response string, convID string, err error) {
 	if conversationID == "" {
 		title := safeTruncateString(message, 50)
-		conv, createErr := h.db.CreateConversation(title)
+		src := "robot"
+		if strings.TrimSpace(platform) != "" {
+			src = "robot:" + strings.TrimSpace(platform)
+		}
+		meta := audit.ConversationCreateMeta(src)
+		meta.ProjectID = effectiveProjectID(h.config, "")
+		conv, createErr := h.db.CreateConversation(title, meta)
 		if createErr != nil {
 			return "", "", fmt.Errorf("创建对话失败: %w", createErr)
 		}
@@ -769,53 +832,92 @@ func (h *AgentHandler) ProcessMessageForRobot(ctx context.Context, conversationI
 	if assistantMsg != nil {
 		assistantMessageID = assistantMsg.ID
 	}
-	progressCallback := h.createProgressCallback(ctx, nil, conversationID, assistantMessageID, nil)
 
-	useRobotMulti := h.config != nil && h.config.MultiAgent.Enabled && h.config.MultiAgent.RobotUseMultiAgent
+	// 注册运行中任务并向 taskEventBus 镜像进度事件，供 Web 端 task-events 补流（与 agent-loop/stream 一致）。
-	if useRobotMulti {
+	taskCtx, cancelWithCause := context.WithCancelCause(ctx)
-		resultMA, errMA := multiagent.RunDeepAgent(
+	defer cancelWithCause(nil)
-			ctx,
+	taskStatus := "completed"
-			h.config,
+	defer func() {
-			&h.config.MultiAgent,
+		h.tasks.FinishTask(conversationID, taskStatus)
-			h.agent,
+	}()
-			h.logger,
+	if _, err := h.tasks.StartTask(conversationID, message, cancelWithCause); err != nil {
-			conversationID,
+		if errors.Is(err, ErrTaskAlreadyRunning) {
-			finalMessage,
+			return "", conversationID, fmt.Errorf("当前会话已有任务正在执行中，请稍后再试")
-			agentHistoryMessages,
-			roleTools,
-			progressCallback,
-			h.agentsMarkdownDir,
-			"deep",
-			nil,
-		)
-		if errMA != nil {
-			if shouldPersistEinoAgentTraceAfterRunError(ctx) {
-				h.persistEinoAgentTraceForResume(conversationID, resultMA)
-			}
-			errMsg := "执行失败: " + errMA.Error()
-			if assistantMessageID != "" {
-				_, _ = h.db.Exec("UPDATE messages SET content = ?, updated_at = ? WHERE id = ?", errMsg, time.Now(), assistantMessageID)
-				_ = h.db.AddProcessDetail(assistantMessageID, conversationID, "error", errMsg, nil)
-			}
-			return "", conversationID, errMA
 		}
-		if assistantMessageID != "" {
+		return "", conversationID, fmt.Errorf("无法启动任务: %w", err)
-			if errU := h.db.UpdateAssistantMessageFinalize(assistantMessageID, resultMA.Response, resultMA.MCPExecutionIDs, multiagent.AggregatedReasoningFromTraceJSON(resultMA.LastAgentTraceInput)); errU != nil {
+	}
-				h.logger.Warn("机器人：更新助手消息失败", zap.Error(errU))
+	progressCallback := h.createProgressCallback(taskCtx, cancelWithCause, conversationID, assistantMessageID, nil)
+
+	robotMode := "react"
+	if h.config != nil {
+		robotMode = config.NormalizeRobotAgentMode(h.config.MultiAgent)
+	}
+	switch robotMode {
+	case "eino_single":
+		curHist := agentHistoryMessages
+		curMsg := finalMessage
+		segmentUserMessage := finalMessage
+		var resultMA *multiagent.RunResult
+		var errMA error
+		var transientRunAttempts int
+		for {
+			resultMA, errMA = multiagent.RunEinoSingleChatModelAgent(
+				taskCtx, h.config, &h.config.MultiAgent, h.agent, h.logger,
+				conversationID, curMsg, curHist, roleTools, progressCallback, nil, h.projectBlackboardBlock(conversationID),
+			)
+			if errMA == nil {
+				// 成功后重置 transient 重试窗口，下一次分段从第 1 次重试开始。
+				transientRunAttempts = 0
+				break
 			}
-		} else {
+			if handled, _ := h.handleEinoTransientRetryContinue(
-			if _, err = h.db.AddMessage(conversationID, "assistant", resultMA.Response, resultMA.MCPExecutionIDs); err != nil {
+				taskCtx, conversationID, resultMA, errMA, &transientRunAttempts,
-				h.logger.Warn("机器人：保存助手消息失败", zap.Error(err))
+				&curHist, &curMsg, segmentUserMessage, progressCallback, nil,
+			); handled {
+				continue
 			}
+			taskStatus = "failed"
+			return h.finalizeRobotAgentError(taskCtx, assistantMessageID, conversationID, resultMA, errMA)
 		}
-		if resultMA.LastAgentTraceInput != "" || resultMA.LastAgentTraceOutput != "" {
+		return h.finalizeRobotAgentSuccess(assistantMessageID, conversationID, resultMA)
-			_ = h.db.SaveAgentTrace(conversationID, resultMA.LastAgentTraceInput, resultMA.LastAgentTraceOutput)
+	case "deep", "plan_execute", "supervisor":
+		if h.config == nil || !h.config.MultiAgent.Enabled {
+			h.logger.Warn("机器人配置为多代理模式但未启用 multi_agent，回退原生 ReAct",
+				zap.String("robot_mode", robotMode))
+			break
 		}
-		return resultMA.Response, conversationID, nil
+		curHist := agentHistoryMessages
+		curMsg := finalMessage
+		segmentUserMessage := finalMessage
+		var resultMA *multiagent.RunResult
+		var errMA error
+		var transientRunAttempts int
+		for {
+			resultMA, errMA = multiagent.RunDeepAgent(
+				taskCtx, h.config, &h.config.MultiAgent, h.agent, h.logger,
+				conversationID, curMsg, curHist, roleTools, progressCallback,
+				h.agentsMarkdownDir, robotMode, nil, h.projectBlackboardBlock(conversationID),
+			)
+			if errMA == nil {
+				// 成功后重置 transient 重试窗口，下一次分段从第 1 次重试开始。
+				transientRunAttempts = 0
+				break
+			}
+			if handled, _ := h.handleEinoTransientRetryContinue(
+				taskCtx, conversationID, resultMA, errMA, &transientRunAttempts,
+				&curHist, &curMsg, segmentUserMessage, progressCallback, nil,
+			); handled {
+				continue
+			}
+			taskStatus = "failed"
+			return h.finalizeRobotAgentError(taskCtx, assistantMessageID, conversationID, resultMA, errMA)
+		}
+		return h.finalizeRobotAgentSuccess(assistantMessageID, conversationID, resultMA)
 	}
 
-	result, err := h.agent.AgentLoopWithProgress(ctx, finalMessage, agentHistoryMessages, conversationID, progressCallback, roleTools)
+	result, err := h.agent.AgentLoopWithProgress(taskCtx, finalMessage, agentHistoryMessages, conversationID, progressCallback, roleTools, h.projectBlackboardBlock(conversationID))
 	if err != nil {
+		taskStatus = "failed"
 		errMsg := "执行失败: " + err.Error()
 		if assistantMessageID != "" {
 			_, _ = h.db.Exec("UPDATE messages SET content = ?, updated_at = ? WHERE id = ?", errMsg, time.Now(), assistantMessageID)
@@ -847,6 +949,23 @@ type StreamEvent struct {
 	Data    interface{} `json:"data,omitempty"`
 }
 
+// publishProgressToTaskEventBus 将进度事件镜像到 taskEventBus（机器人/无 HTTP SSE 客户端时供 Web task-events 订阅）。
+func (h *AgentHandler) publishProgressToTaskEventBus(conversationID, eventType, message string, data interface{}) {
+	if h == nil || h.taskEventBus == nil || strings.TrimSpace(conversationID) == "" {
+		return
+	}
+	event := StreamEvent{Type: eventType, Message: message, Data: data}
+	eventJSON, err := json.Marshal(event)
+	if err != nil {
+		return
+	}
+	sseLine := make([]byte, 0, len(eventJSON)+8)
+	sseLine = append(sseLine, []byte("data: ")...)
+	sseLine = append(sseLine, eventJSON...)
+	sseLine = append(sseLine, '\n', '\n')
+	h.taskEventBus.Publish(conversationID, sseLine)
+}
+
 // createProgressCallback 创建进度回调函数，用于保存processDetails
 // sendEventFunc: 可选的流式事件发送函数，如果为nil则不发送流式事件
 func (h *AgentHandler) createProgressCallback(runCtx context.Context, cancelRun context.CancelCauseFunc, conversationID, assistantMessageID string, sendEventFunc func(eventType, message string, data interface{})) agent.ProgressCallback {
@@ -894,6 +1013,8 @@ func (h *AgentHandler) createProgressCallback(runCtx context.Context, cancelRun
 	}
 	thinkingStreams := make(map[string]*thinkingBuf) // streamId -> buf
 	flushedThinking := make(map[string]bool)         // streamId -> flushed
+	seenToolCallSigs := make(map[string]string)      // toolCallId -> payload signature
+	seenToolResultSigs := make(map[string]string)    // toolCallId -> payload signature
 
 	// response_start + response_delta：前端时间线显示为「📝 规划中」（monitor.js），不落逐条 delta；
 	// 聚合为一条 planning 写入 process_details，刷新后与线上一致。
@@ -956,9 +1077,34 @@ func (h *AgentHandler) createProgressCallback(runCtx context.Context, cancelRun
 	}
 
 	return func(eventType, message string, data interface{}) {
-		// 如果提供了sendEventFunc，发送流式事件
+		// 上游在重试/补偿时可能重复回调相同 tool_call/tool_result。
+		// 这里做幂等过滤，保证前端展示和 process_details 都以唯一事件为准。
+		if (eventType == "tool_call" || eventType == "tool_result") && data != nil {
+			if dataMap, ok := data.(map[string]interface{}); ok {
+				toolCallID := strings.TrimSpace(fmt.Sprint(dataMap["toolCallId"]))
+				if toolCallID != "" && toolCallID != "<nil>" {
+					payloadJSON, _ := json.Marshal(dataMap)
+					sig := eventType + "|" + message + "|" + string(payloadJSON)
+					seen := seenToolCallSigs
+					if eventType == "tool_result" {
+						seen = seenToolResultSigs
+					}
+					if prev, exists := seen[toolCallID]; exists && prev == sig {
+						h.logger.Debug("跳过重复工具进度事件",
+							zap.String("eventType", eventType),
+							zap.String("toolCallId", toolCallID))
+						return
+					}
+					seen[toolCallID] = sig
+				}
+			}
+		}
+
+		// 流式：写 HTTP SSE；非流式（机器人等）：镜像到 taskEventBus 供 Web 订阅
 		if sendEventFunc != nil {
 			sendEventFunc(eventType, message, data)
+		} else {
+			h.publishProgressToTaskEventBus(conversationID, eventType, message, data)
 		}
 
 		// 保存tool_call事件中的参数
@@ -1147,6 +1293,17 @@ func (h *AgentHandler) createProgressCallback(runCtx context.Context, cancelRun
 
 		// 多代理主代理「规划中」：response_start / response_delta 仅用于 SSE，聚合落一条 planning
 		if eventType == "response_start" {
+			if dataMap, ok := data.(map[string]interface{}); ok {
+				if sameResponseStreamMeta(respPlan.meta, dataMap) {
+					if respPlan.meta == nil {
+						respPlan.meta = make(map[string]interface{}, len(dataMap))
+					}
+					for k, v := range dataMap {
+						respPlan.meta[k] = v
+					}
+					return
+				}
+			}
 			flushResponsePlan()
 			respPlan.meta = nil
 			if dataMap, ok := data.(map[string]interface{}); ok {
@@ -1288,7 +1445,7 @@ func (h *AgentHandler) AgentLoopStream(c *gin.Context) {
 	var req ChatRequest
 	if err := c.ShouldBindJSON(&req); err != nil {
 		// 对于流式请求，也发送SSE格式的错误
-		c.Header("Content-Type", "text/event-stream")
+		c.Header("Content-Type", "text/event-stream; charset=utf-8")
 		c.Header("Cache-Control", "no-cache")
 		c.Header("Connection", "keep-alive")
 		event := StreamEvent{
@@ -1310,7 +1467,7 @@ func (h *AgentHandler) AgentLoopStream(c *gin.Context) {
 	)
 
 	// 设置SSE响应头
-	c.Header("Content-Type", "text/event-stream")
+	c.Header("Content-Type", "text/event-stream; charset=utf-8")
 	c.Header("Cache-Control", "no-cache")
 	c.Header("Connection", "keep-alive")
 	c.Header("X-Accel-Buffering", "no") // 禁用nginx缓冲
@@ -1420,10 +1577,13 @@ func (h *AgentHandler) AgentLoopStream(c *gin.Context) {
 		title := safeTruncateString(req.Message, 50)
 		var conv *database.Conversation
 		var err error
+		meta := audit.ConversationCreateMetaFromGin(c, "agent_loop_stream")
+		meta.ProjectID = effectiveProjectID(h.config, req.ProjectID)
 		if req.WebShellConnectionID != "" {
-			conv, err = h.db.CreateConversationWithWebshell(strings.TrimSpace(req.WebShellConnectionID), title)
+			meta.Source = "webshell_chat"
+			conv, err = h.db.CreateConversationWithWebshell(strings.TrimSpace(req.WebShellConnectionID), title, meta)
 		} else {
-			conv, err = h.db.CreateConversation(title)
+			conv, err = h.db.CreateConversation(title, meta)
 		}
 		if err != nil {
 			h.logger.Error("创建对话失败", zap.Error(err))
@@ -1496,6 +1656,8 @@ func (h *AgentHandler) AgentLoopStream(c *gin.Context) {
 			builtin.ToolWebshellFileRead,
 			builtin.ToolWebshellFileWrite,
 			builtin.ToolRecordVulnerability,
+			builtin.ToolListVulnerabilities,
+			builtin.ToolGetVulnerability,
 			builtin.ToolListKnowledgeRiskTypes,
 			builtin.ToolSearchKnowledgeBase,
 		}
@@ -1626,7 +1788,7 @@ func (h *AgentHandler) AgentLoopStream(c *gin.Context) {
 	go sseKeepalive(c, stopKeepalive, &sseWriteMu)
 	defer close(stopKeepalive)
 
-	result, err := h.agent.AgentLoopWithProgress(taskCtx, finalMessage, agentHistoryMessages, conversationID, progressCallback, roleTools)
+	result, err := h.agent.AgentLoopWithProgress(taskCtx, finalMessage, agentHistoryMessages, conversationID, progressCallback, roleTools, h.projectBlackboardBlock(conversationID))
 	if err != nil {
 		h.logger.Error("Agent Loop执行失败", zap.Error(err))
 		cause := context.Cause(baseCtx)
@@ -1886,7 +2048,7 @@ func (h *AgentHandler) SubscribeAgentTaskEvents(c *gin.Context) {
 		return
 	}
 
-	c.Header("Content-Type", "text/event-stream")
+	c.Header("Content-Type", "text/event-stream; charset=utf-8")
 	c.Header("Cache-Control", "no-cache")
 	c.Header("Connection", "keep-alive")
 	c.Header("X-Accel-Buffering", "no")
@@ -1938,6 +2100,7 @@ type BatchTaskRequest struct {
 	ScheduleMode string   `json:"scheduleMode,omitempty"`   // manual | cron
 	CronExpr     string   `json:"cronExpr,omitempty"`       // scheduleMode=cron 时必填
 	ExecuteNow   bool     `json:"executeNow,omitempty"`     // 创建后是否立即执行（默认 false）
+	ProjectID    string   `json:"projectId,omitempty"`      // 队列内子对话绑定的项目（可选）
 }
 
 func normalizeBatchQueueAgentMode(mode string) string {
@@ -2018,7 +2181,7 @@ func (h *AgentHandler) CreateBatchQueue(c *gin.Context) {
 		nextRunAt = &next
 	}
 
-	queue, createErr := h.batchTaskManager.CreateBatchQueue(req.Title, req.Role, agentMode, scheduleMode, cronExpr, nextRunAt, validTasks)
+	queue, createErr := h.batchTaskManager.CreateBatchQueue(req.Title, req.Role, agentMode, scheduleMode, cronExpr, req.ProjectID, nextRunAt, validTasks)
 	if createErr != nil {
 		c.JSON(http.StatusBadRequest, gin.H{"error": createErr.Error()})
 		return
@@ -2039,6 +2202,11 @@ func (h *AgentHandler) CreateBatchQueue(c *gin.Context) {
 			queue = refreshed
 		}
 	}
+	if h.audit != nil {
+		h.audit.RecordOK(c, "task", "create_queue", "创建批量任务队列", "batch_queue", queue.ID, map[string]interface{}{
+			"task_count": len(validTasks), "started": started,
+		})
+	}
 	c.JSON(http.StatusOK, gin.H{
 		"queueId": queue.ID,
 		"queue":   queue,
@@ -2146,6 +2314,9 @@ func (h *AgentHandler) StartBatchQueue(c *gin.Context) {
 		c.JSON(http.StatusNotFound, gin.H{"error": "队列不存在"})
 		return
 	}
+	if h.audit != nil {
+		h.audit.RecordOK(c, "task", "start_queue", "启动批量任务队列", "batch_queue", queueID, nil)
+	}
 	c.JSON(http.StatusOK, gin.H{"message": "批量任务已开始执行", "queueId": queueID})
 }
 
@@ -2174,6 +2345,9 @@ func (h *AgentHandler) RerunBatchQueue(c *gin.Context) {
 		c.JSON(http.StatusInternalServerError, gin.H{"error": "启动失败"})
 		return
 	}
+	if h.audit != nil {
+		h.audit.RecordOK(c, "task", "rerun_queue", "重跑批量任务队列", "batch_queue", queueID, nil)
+	}
 	c.JSON(http.StatusOK, gin.H{"message": "批量任务已重新开始执行", "queueId": queueID})
 }
 
@@ -2185,6 +2359,9 @@ func (h *AgentHandler) PauseBatchQueue(c *gin.Context) {
 		c.JSON(http.StatusNotFound, gin.H{"error": "队列不存在或无法暂停"})
 		return
 	}
+	if h.audit != nil {
+		h.audit.RecordOK(c, "task", "pause_queue", "暂停批量任务队列", "batch_queue", queueID, nil)
+	}
 	c.JSON(http.StatusOK, gin.H{"message": "批量任务已暂停"})
 }
 
@@ -2280,6 +2457,16 @@ func (h *AgentHandler) DeleteBatchQueue(c *gin.Context) {
 		c.JSON(http.StatusNotFound, gin.H{"error": "队列不存在"})
 		return
 	}
+	if h.audit != nil {
+		h.audit.Record(c, audit.Entry{
+			Category:     "task",
+			Action:       "delete_queue",
+			Result:       "success",
+			ResourceType: "batch_queue",
+			ResourceID:   queueID,
+			Message:      "删除批量任务队列",
+		})
+	}
 	c.JSON(http.StatusOK, gin.H{"message": "批量任务队列已删除"})
 }
 
@@ -2365,6 +2552,11 @@ func (h *AgentHandler) DeleteBatchTask(c *gin.Context) {
 		c.JSON(http.StatusNotFound, gin.H{"error": "队列不存在"})
 		return
 	}
+	if h.audit != nil {
+		h.audit.RecordOK(c, "task", "delete_batch_task", "删除批量子任务", "batch_task", taskID, map[string]interface{}{
+			"batch_queue_id": queueID,
+		})
+	}
 	c.JSON(http.StatusOK, gin.H{"message": "任务已删除", "queue": queue})
 }
 
@@ -2523,7 +2715,9 @@ func (h *AgentHandler) executeBatchQueue(queueID string) {
 
 		// 创建新对话
 		title := safeTruncateString(task.Message, 50)
-		conv, err := h.db.CreateConversation(title)
+		batchMeta := audit.ConversationCreateMeta("batch_task")
+		batchMeta.ProjectID = effectiveProjectID(h.config, queue.ProjectID)
+		conv, err := h.db.CreateConversation(title, batchMeta)
 		var conversationID string
 		if err != nil {
 			h.logger.Error("创建对话失败", zap.String("queueId", queueID), zap.String("taskId", task.ID), zap.Error(err))
@@ -2673,15 +2867,15 @@ func (h *AgentHandler) executeBatchQueue(queueID string) {
 			var runErr error
 			switch {
 			case useBatchMulti:
-				resultMA, runErr = multiagent.RunDeepAgent(taskCtx, h.config, &h.config.MultiAgent, h.agent, h.logger, conversationID, finalMessage, []agent.ChatMessage{}, roleTools, progressCallback, h.agentsMarkdownDir, batchOrch, nil)
+				resultMA, runErr = multiagent.RunDeepAgent(taskCtx, h.config, &h.config.MultiAgent, h.agent, h.logger, conversationID, finalMessage, []agent.ChatMessage{}, roleTools, progressCallback, h.agentsMarkdownDir, batchOrch, nil, h.projectBlackboardBlock(conversationID))
 			case useEinoSingle:
 				if h.config == nil {
 					runErr = fmt.Errorf("服务器配置未加载")
 				} else {
-					resultMA, runErr = multiagent.RunEinoSingleChatModelAgent(taskCtx, h.config, &h.config.MultiAgent, h.agent, h.logger, conversationID, finalMessage, []agent.ChatMessage{}, roleTools, progressCallback, nil)
+					resultMA, runErr = multiagent.RunEinoSingleChatModelAgent(taskCtx, h.config, &h.config.MultiAgent, h.agent, h.logger, conversationID, finalMessage, []agent.ChatMessage{}, roleTools, progressCallback, nil, h.projectBlackboardBlock(conversationID))
 				}
 			default:
-				result, runErr = h.agent.AgentLoopWithProgress(taskCtx, finalMessage, []agent.ChatMessage{}, conversationID, progressCallback, roleTools)
+				result, runErr = h.agent.AgentLoopWithProgress(taskCtx, finalMessage, []agent.ChatMessage{}, conversationID, progressCallback, roleTools, h.projectBlackboardBlock(conversationID))
 			}
 
 			if runErr != nil {

internal/handler/audit.go

@@ -0,0 +1,147 @@
+package handler
+
+import (
+	"net/http"
+	"time"
+
+	"cyberstrike-ai/internal/audit"
+	"cyberstrike-ai/internal/database"
+
+	"github.com/gin-gonic/gin"
+	"go.uber.org/zap"
+)
+
+// AuditHandler serves platform audit log APIs.
+type AuditHandler struct {
+	db     *database.DB
+	audit  *audit.Service
+	logger *zap.Logger
+}
+
+// NewAuditHandler creates an audit log handler.
+func NewAuditHandler(db *database.DB, auditSvc *audit.Service, logger *zap.Logger) *AuditHandler {
+	return &AuditHandler{db: db, audit: auditSvc, logger: logger}
+}
+
+// Meta GET /api/audit/meta
+func (h *AuditHandler) Meta(c *gin.Context) {
+	enabled := false
+	retentionDays := 0
+	if h.audit != nil {
+		enabled = h.audit.Enabled()
+		retentionDays = h.audit.RetentionDays()
+	}
+	c.JSON(http.StatusOK, gin.H{
+		"enabled":        enabled,
+		"retention_days": retentionDays,
+		"default_page_size": 20,
+		"max_page_size":     100,
+		"max_export":        5000,
+	})
+}
+
+// Summary GET /api/audit/summary
+func (h *AuditHandler) Summary(c *gin.Context) {
+	if h.db == nil {
+		c.JSON(http.StatusInternalServerError, gin.H{"error": "database unavailable"})
+		return
+	}
+	base := auditFilterFromQuery(c)
+	total, err := h.db.CountAuditLogs(base)
+	if err != nil {
+		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+		return
+	}
+	failFilter := base
+	failFilter.Result = "failure"
+	failures, err := h.db.CountAuditLogs(failFilter)
+	if err != nil {
+		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+		return
+	}
+	since := time.Now().AddDate(0, 0, -7)
+	recentFilter := base
+	recentFilter.Since = &since
+	recent7d, err := h.db.CountAuditLogs(recentFilter)
+	if err != nil {
+		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+		return
+	}
+	c.JSON(http.StatusOK, gin.H{
+		"total":       total,
+		"failures":    failures,
+		"recent_7d":   recent7d,
+		"has_filters": c.Query("category") != "" || c.Query("action") != "" || c.Query("result") != "" ||
+			c.Query("q") != "" || c.Query("since") != "" || c.Query("until") != "",
+	})
+}
+
+// ListLogs GET /api/audit/logs
+func (h *AuditHandler) ListLogs(c *gin.Context) {
+	if h.db == nil {
+		c.JSON(http.StatusInternalServerError, gin.H{"error": "database unavailable"})
+		return
+	}
+	filter := auditFilterFromQuery(c)
+	page, pageSize := auditPaginationFromQuery(c)
+	filter.Limit = pageSize
+	filter.Offset = (page - 1) * pageSize
+
+	logs, err := h.db.ListAuditLogs(filter)
+	if err != nil {
+		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+		return
+	}
+	total, err := h.db.CountAuditLogs(filter)
+	if err != nil {
+		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+		return
+	}
+	c.JSON(http.StatusOK, gin.H{
+		"logs":      logs,
+		"total":     total,
+		"page":      page,
+		"page_size": pageSize,
+	})
+}
+
+// GetLog GET /api/audit/logs/:id
+func (h *AuditHandler) GetLog(c *gin.Context) {
+	if h.db == nil {
+		c.JSON(http.StatusInternalServerError, gin.H{"error": "database unavailable"})
+		return
+	}
+	row, err := h.db.GetAuditLogByID(c.Param("id"))
+	if err != nil {
+		c.JSON(http.StatusNotFound, gin.H{"error": "审计记录不存在"})
+		return
+	}
+	audit.ApplyResourceAvailability(h.db, row)
+	c.JSON(http.StatusOK, gin.H{"log": row})
+}
+
+// ExportLogs GET /api/audit/logs/export — JSON or CSV (?format=csv), max 5000 rows.
+func (h *AuditHandler) ExportLogs(c *gin.Context) {
+	if h.db == nil {
+		c.JSON(http.StatusInternalServerError, gin.H{"error": "database unavailable"})
+		return
+	}
+	filter := auditFilterFromQuery(c)
+	filter.Limit = 5000
+	filter.Offset = 0
+
+	logs, err := h.db.ListAuditLogs(filter)
+	if err != nil {
+		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+		return
+	}
+	if c.Query("format") == "csv" {
+		writeAuditLogsCSV(c, logs)
+		return
+	}
+	c.Header("Content-Disposition", `attachment; filename="audit-logs.json"`)
+	c.JSON(http.StatusOK, gin.H{
+		"exported_at": time.Now().UTC().Format(time.RFC3339),
+		"logs":        logs,
+	})
+}

internal/handler/audit_export_csv.go

@@ -0,0 +1,42 @@
+package handler
+
+import (
+	"encoding/csv"
+	"fmt"
+	"time"
+
+	"cyberstrike-ai/internal/database"
+
+	"github.com/gin-gonic/gin"
+)
+
+func writeAuditLogsCSV(c *gin.Context, logs []*database.AuditLog) {
+	c.Header("Content-Type", "text/csv; charset=utf-8")
+	c.Header("Content-Disposition", fmt.Sprintf(`attachment; filename="audit-logs-%s.csv"`, time.Now().Format("20060102")))
+
+	w := csv.NewWriter(c.Writer)
+	_ = w.Write([]string{
+		"id", "created_at", "level", "category", "action", "result", "actor",
+		"session_hint", "client_ip", "resource_type", "resource_id", "message",
+	})
+	for _, row := range logs {
+		if row == nil {
+			continue
+		}
+		_ = w.Write([]string{
+			row.ID,
+			row.CreatedAt.UTC().Format(time.RFC3339),
+			row.Level,
+			row.Category,
+			row.Action,
+			row.Result,
+			row.Actor,
+			row.SessionHint,
+			row.ClientIP,
+			row.ResourceType,
+			row.ResourceID,
+			row.Message,
+		})
+	}
+	w.Flush()
+}

internal/handler/audit_query.go

@@ -0,0 +1,48 @@
+package handler
+
+import (
+	"strconv"
+	"time"
+
+	"cyberstrike-ai/internal/database"
+
+	"github.com/gin-gonic/gin"
+)
+
+func auditFilterFromQuery(c *gin.Context) database.ListAuditLogsFilter {
+	filter := database.ListAuditLogsFilter{
+		Level:        c.Query("level"),
+		Category:     c.Query("category"),
+		Action:       c.Query("action"),
+		Result:       c.Query("result"),
+		Query:        c.Query("q"),
+		ResourceType: c.Query("resource_type"),
+		ResourceID:   c.Query("resource_id"),
+	}
+	if since := c.Query("since"); since != "" {
+		if t, err := time.Parse(time.RFC3339, since); err == nil {
+			filter.Since = &t
+		}
+	}
+	if until := c.Query("until"); until != "" {
+		if t, err := time.Parse(time.RFC3339, until); err == nil {
+			filter.Until = &t
+		}
+	}
+	return filter
+}
+
+func auditPaginationFromQuery(c *gin.Context) (page, pageSize int) {
+	page = 1
+	pageSize = 20
+	if p, err := strconv.Atoi(c.DefaultQuery("page", "1")); err == nil && p > 0 {
+		page = p
+	}
+	if ps, err := strconv.Atoi(c.DefaultQuery("page_size", "20")); err == nil && ps > 0 {
+		pageSize = ps
+		if pageSize > 100 {
+			pageSize = 100
+		}
+	}
+	return page, pageSize
+}

internal/handler/auth.go

@@ -5,6 +5,7 @@ import (
 	"strings"
 	"time"
 
+	"cyberstrike-ai/internal/audit"
 	"cyberstrike-ai/internal/config"
 	"cyberstrike-ai/internal/security"
 
@@ -18,6 +19,12 @@ type AuthHandler struct {
 	config     *config.Config
 	configPath string
 	logger     *zap.Logger
+	audit      *audit.Service
+}
+
+// SetAudit wires platform audit logging.
+func (h *AuthHandler) SetAudit(s *audit.Service) {
+	h.audit = s
 }
 
 // NewAuthHandler creates a new AuthHandler.
@@ -49,10 +56,32 @@ func (h *AuthHandler) Login(c *gin.Context) {
 
 	token, expiresAt, err := h.manager.Authenticate(req.Password)
 	if err != nil {
+		if h.audit != nil {
+			h.audit.Record(c, audit.Entry{
+				Level:    "warn",
+				Category: "auth",
+				Action:   "login",
+				Result:   "failure",
+				Message:  "登录失败：密码错误",
+			})
+		}
 		c.JSON(http.StatusUnauthorized, gin.H{"error": "密码错误"})
 		return
 	}
 
+	if h.audit != nil {
+		h.audit.Record(c, audit.Entry{
+			Category:    "auth",
+			Action:      "login",
+			Result:      "success",
+			SessionHint: audit.HintFromToken(token),
+			Message:     "登录成功",
+			Detail: map[string]interface{}{
+				"expires_at": expiresAt.UTC().Format(time.RFC3339),
+			},
+		})
+	}
+
 	c.JSON(http.StatusOK, gin.H{
 		"token":               token,
 		"expires_at":          expiresAt.UTC().Format(time.RFC3339),
@@ -73,6 +102,14 @@ func (h *AuthHandler) Logout(c *gin.Context) {
 	}
 
 	h.manager.RevokeToken(token)
+	if h.audit != nil {
+		h.audit.Record(c, audit.Entry{
+			Category: "auth",
+			Action:   "logout",
+			Result:   "success",
+			Message:  "退出登录",
+		})
+	}
 	c.JSON(http.StatusOK, gin.H{"message": "已退出登录"})
 }
 
@@ -103,6 +140,15 @@ func (h *AuthHandler) ChangePassword(c *gin.Context) {
 	}
 
 	if !h.manager.CheckPassword(oldPassword) {
+		if h.audit != nil {
+			h.audit.Record(c, audit.Entry{
+				Level:    "warn",
+				Category: "auth",
+				Action:   "change_password",
+				Result:   "failure",
+				Message:  "修改密码失败：当前密码不正确",
+			})
+		}
 		c.JSON(http.StatusBadRequest, gin.H{"error": "当前密码不正确"})
 		return
 	}
@@ -132,6 +178,15 @@ func (h *AuthHandler) ChangePassword(c *gin.Context) {
 		h.logger.Info("登录密码已更新，所有会话已失效")
 	}
 
+	if h.audit != nil {
+		h.audit.Record(c, audit.Entry{
+			Category: "auth",
+			Action:   "change_password",
+			Result:   "success",
+			Message:  "登录密码已修改",
+		})
+	}
+
 	c.JSON(http.StatusOK, gin.H{"message": "密码已更新，请使用新密码重新登录"})
 }
 

internal/handler/batch_task_manager.go

@@ -65,6 +65,7 @@ type BatchTaskQueue struct {
 	LastScheduleTriggerAt *time.Time   `json:"lastScheduleTriggerAt,omitempty"`
 	LastScheduleError     string       `json:"lastScheduleError,omitempty"`
 	LastRunError          string       `json:"lastRunError,omitempty"`
+	ProjectID             string       `json:"projectId,omitempty"`
 	Tasks                 []*BatchTask `json:"tasks"`
 	Status                string       `json:"status"` // pending, running, paused, completed, cancelled
 	CreatedAt             time.Time    `json:"createdAt"`
@@ -103,7 +104,7 @@ func (m *BatchTaskManager) SetDB(db *database.DB) {
 
 // CreateBatchQueue 创建批量任务队列
 func (m *BatchTaskManager) CreateBatchQueue(
-	title, role, agentMode, scheduleMode, cronExpr string,
+	title, role, agentMode, scheduleMode, cronExpr, projectID string,
 	nextRunAt *time.Time,
 	tasks []string,
 ) (*BatchTaskQueue, error) {
@@ -126,6 +127,7 @@ func (m *BatchTaskManager) CreateBatchQueue(
 		ID:              queueID,
 		Title:           title,
 		Role:            role,
+		ProjectID:       strings.TrimSpace(projectID),
 		AgentMode:       normalizeBatchQueueAgentMode(agentMode),
 		ScheduleMode:    normalizeBatchQueueScheduleMode(scheduleMode),
 		CronExpr:        strings.TrimSpace(cronExpr),
@@ -171,6 +173,7 @@ func (m *BatchTaskManager) CreateBatchQueue(
 			queue.ScheduleMode,
 			queue.CronExpr,
 			queue.NextRunAt,
+			queue.ProjectID,
 			dbTasks,
 		); err != nil {
 			m.logger.Warn("batch queue DB create failed", zap.String("queueId", queueID), zap.Error(err))
@@ -263,6 +266,9 @@ func (m *BatchTaskManager) loadQueueFromDB(queueID string) *BatchTaskQueue {
 	if queueRow.LastRunError.Valid {
 		queue.LastRunError = strings.TrimSpace(queueRow.LastRunError.String)
 	}
+	if queueRow.ProjectID.Valid {
+		queue.ProjectID = strings.TrimSpace(queueRow.ProjectID.String)
+	}
 	if queueRow.StartedAt.Valid {
 		queue.StartedAt = &queueRow.StartedAt.Time
 	}
@@ -499,6 +505,9 @@ func (m *BatchTaskManager) LoadFromDB() error {
 		if queueRow.LastRunError.Valid {
 			queue.LastRunError = strings.TrimSpace(queueRow.LastRunError.String)
 		}
+		if queueRow.ProjectID.Valid {
+			queue.ProjectID = strings.TrimSpace(queueRow.ProjectID.String)
+		}
 		if queueRow.StartedAt.Valid {
 			queue.StartedAt = &queueRow.StartedAt.Time
 		}

internal/handler/batch_task_mcp.go

@@ -176,6 +176,10 @@ func RegisterBatchTaskMCPTools(mcpServer *mcp.Server, h *AgentHandler, logger *z
 					"type":        "boolean",
 					"description": "创建后是否立即开始执行队列，默认 false（pending，需 batch_task_start）",
 				},
+				"project_id": map[string]interface{}{
+					"type":        "string",
+					"description": "队列内子对话绑定的项目 ID（可选，未指定时使用 config.project.default_project_id）",
+				},
 			},
 		},
 	}, func(ctx context.Context, args map[string]interface{}) (*mcp.ToolResult, error) {
@@ -204,7 +208,8 @@ func RegisterBatchTaskMCPTools(mcpServer *mcp.Server, h *AgentHandler, logger *z
 		if !ok {
 			executeNow = false
 		}
-		queue, createErr := h.batchTaskManager.CreateBatchQueue(title, role, agentMode, scheduleMode, cronExpr, nextRunAt, tasks)
+		projectID := strings.TrimSpace(mcpArgString(args, "project_id"))
+		queue, createErr := h.batchTaskManager.CreateBatchQueue(title, role, agentMode, scheduleMode, cronExpr, projectID, nextRunAt, tasks)
 		if createErr != nil {
 			return batchMCPTextResult("创建队列失败: "+createErr.Error(), true), nil
 		}

internal/handler/c2.go

@@ -13,6 +13,7 @@ import (
 	"sync/atomic"
 	"time"
 
+	"cyberstrike-ai/internal/audit"
 	"cyberstrike-ai/internal/c2"
 	"cyberstrike-ai/internal/database"
 
@@ -25,6 +26,12 @@ import (
 type C2Handler struct {
 	mgrPtr atomic.Pointer[c2.Manager]
 	logger *zap.Logger
+	audit  *audit.Service
+}
+
+// SetAudit wires platform audit logging.
+func (h *C2Handler) SetAudit(s *audit.Service) {
+	h.audit = s
 }
 
 // NewC2Handler 创建 C2 处理器；manager 可为 nil（功能关闭时）
@@ -104,6 +111,11 @@ func (h *C2Handler) CreateListener(c *gin.Context) {
 	implantToken := listener.ImplantToken
 	listener.EncryptionKey = ""
 	listener.ImplantToken = ""
+	if h.audit != nil {
+		h.audit.RecordOK(c, "c2", "listener_create", "创建 C2 监听器", "c2_listener", listener.ID, map[string]interface{}{
+			"name": listener.Name, "bind": listener.BindHost, "port": listener.BindPort,
+		})
+	}
 	c.JSON(http.StatusOK, gin.H{"listener": listener, "implant_token": implantToken})
 }
 
@@ -205,6 +217,9 @@ func (h *C2Handler) DeleteListener(c *gin.Context) {
 		c.JSON(code, gin.H{"error": err.Error()})
 		return
 	}
+	if h.audit != nil {
+		h.audit.RecordOK(c, "c2", "listener_delete", "删除 C2 监听器", "c2_listener", id, nil)
+	}
 	c.JSON(http.StatusOK, gin.H{"deleted": true})
 }
 
@@ -222,6 +237,9 @@ func (h *C2Handler) StartListener(c *gin.Context) {
 	}
 	listener.EncryptionKey = ""
 	listener.ImplantToken = ""
+	if h.audit != nil {
+		h.audit.RecordOK(c, "c2", "listener_start", "启动 C2 监听器", "c2_listener", id, nil)
+	}
 	c.JSON(http.StatusOK, gin.H{"listener": listener})
 }
 
@@ -236,6 +254,9 @@ func (h *C2Handler) StopListener(c *gin.Context) {
 		c.JSON(code, gin.H{"error": err.Error()})
 		return
 	}
+	if h.audit != nil {
+		h.audit.RecordOK(c, "c2", "listener_stop", "停止 C2 监听器", "c2_listener", id, nil)
+	}
 	c.JSON(http.StatusOK, gin.H{"stopped": true})
 }
 
@@ -297,6 +318,9 @@ func (h *C2Handler) DeleteSession(c *gin.Context) {
 		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
 		return
 	}
+	if h.audit != nil {
+		h.audit.RecordOK(c, "c2", "session_delete", "删除 C2 会话", "c2_session", id, nil)
+	}
 	c.JSON(http.StatusOK, gin.H{"deleted": true})
 }
 
@@ -407,6 +431,11 @@ func (h *C2Handler) DeleteTasks(c *gin.Context) {
 		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
 		return
 	}
+	if h.audit != nil {
+		h.audit.RecordOK(c, "c2", "task_delete", "批量删除 C2 任务", "c2_task", "", map[string]interface{}{
+			"count": n, "ids": req.IDs,
+		})
+	}
 	c.JSON(http.StatusOK, gin.H{"deleted": n})
 }
 
@@ -457,6 +486,11 @@ func (h *C2Handler) CreateTask(c *gin.Context) {
 		c.JSON(code, gin.H{"error": err.Error()})
 		return
 	}
+	if h.audit != nil {
+		h.audit.RecordOK(c, "c2", "task_create", "创建 C2 任务", "c2_task", task.ID, map[string]interface{}{
+			"session_id": req.SessionID, "task_type": req.TaskType,
+		})
+	}
 	c.JSON(http.StatusOK, gin.H{"task": task})
 }
 
@@ -471,6 +505,9 @@ func (h *C2Handler) CancelTask(c *gin.Context) {
 		c.JSON(code, gin.H{"error": err.Error()})
 		return
 	}
+	if h.audit != nil {
+		h.audit.RecordOK(c, "c2", "task_cancel", "取消 C2 任务", "c2_task", id, nil)
+	}
 	c.JSON(http.StatusOK, gin.H{"cancelled": true})
 }
 

internal/handler/chat_uploads.go

@@ -12,6 +12,8 @@ import (
 	"time"
 	"unicode/utf8"
 
+	"cyberstrike-ai/internal/audit"
+
 	"github.com/gin-gonic/gin"
 	"go.uber.org/zap"
 )
@@ -24,6 +26,12 @@ const (
 // ChatUploadsHandler 对话中上传附件（chat_uploads 目录）的管理 API
 type ChatUploadsHandler struct {
 	logger *zap.Logger
+	audit  *audit.Service
+}
+
+// SetAudit wires platform audit logging.
+func (h *ChatUploadsHandler) SetAudit(s *audit.Service) {
+	h.audit = s
 }
 
 // NewChatUploadsHandler 创建处理器
@@ -230,6 +238,9 @@ func (h *ChatUploadsHandler) Delete(c *gin.Context) {
 			return
 		}
 	}
+	if h.audit != nil {
+		h.audit.RecordOK(c, "file", "delete", "删除对话附件", "chat_upload", body.Path, nil)
+	}
 	c.JSON(http.StatusOK, gin.H{"ok": true})
 }
 
@@ -503,6 +514,11 @@ func (h *ChatUploadsHandler) Upload(c *gin.Context) {
 	}
 	rel, _ := filepath.Rel(root, fullPath)
 	absSaved, _ := filepath.Abs(fullPath)
+	if h.audit != nil {
+		h.audit.RecordOK(c, "file", "upload", "上传对话附件", "chat_upload", filepath.ToSlash(rel), map[string]interface{}{
+			"name": unique,
+		})
+	}
 	c.JSON(http.StatusOK, gin.H{
 		"ok":           true,
 		"relativePath": filepath.ToSlash(rel),

internal/handler/config.go

@@ -14,6 +14,7 @@ import (
 	"time"
 
 	"cyberstrike-ai/internal/agents"
+	"cyberstrike-ai/internal/audit"
 	"cyberstrike-ai/internal/config"
 	"cyberstrike-ai/internal/knowledge"
 	"cyberstrike-ai/internal/mcp"
@@ -87,6 +88,7 @@ type ConfigHandler struct {
 	knowledgeInitializer       KnowledgeInitializer       // 知识库初始化器（可选）
 	appUpdater                 AppUpdater                 // App更新器（可选）
 	robotRestarter             RobotRestarter             // 机器人连接重启器（可选），ApplyConfig 时重启钉钉/飞书
+	audit                      *audit.Service
 	logger                     *zap.Logger
 	mu                         sync.RWMutex
 	lastEmbeddingConfig        *config.EmbeddingConfig // 上一次的嵌入模型配置（用于检测变更）
@@ -206,6 +208,13 @@ func (h *ConfigHandler) SetRobotRestarter(restarter RobotRestarter) {
 	h.robotRestarter = restarter
 }
 
+// SetAudit wires platform audit logging.
+func (h *ConfigHandler) SetAudit(s *audit.Service) {
+	h.mu.Lock()
+	defer h.mu.Unlock()
+	h.audit = s
+}
+
 // ApplyWechatRobotBinding 微信 iLink 扫码绑定成功后写入配置并重启机器人连接
 func (h *ConfigHandler) ApplyWechatRobotBinding(wc config.RobotWechatConfig) error {
 	h.mu.Lock()
@@ -310,7 +319,7 @@ func (h *ConfigHandler) GetConfig(c *gin.Context) {
 	}
 	multiPub := config.MultiAgentPublic{
 		Enabled:                      h.config.MultiAgent.Enabled,
-		RobotUseMultiAgent:           h.config.MultiAgent.RobotUseMultiAgent,
+		RobotDefaultAgentMode: config.NormalizeRobotAgentMode(h.config.MultiAgent),
 		BatchUseMultiAgent:           h.config.MultiAgent.BatchUseMultiAgent,
 		SubAgentCount:                subAgentCount,
 		Orchestration:                config.NormalizeMultiAgentOrchestration(h.config.MultiAgent.Orchestration),
@@ -770,8 +779,12 @@ func (h *ConfigHandler) UpdateConfig(c *gin.Context) {
 	// 多代理标量（sub_agents 等仍由 config.yaml 维护）
 	if req.MultiAgent != nil {
 		h.config.MultiAgent.Enabled = req.MultiAgent.Enabled
-		h.config.MultiAgent.RobotUseMultiAgent = req.MultiAgent.RobotUseMultiAgent
 		h.config.MultiAgent.BatchUseMultiAgent = req.MultiAgent.BatchUseMultiAgent
+		if mode := strings.TrimSpace(req.MultiAgent.RobotDefaultAgentMode); mode != "" {
+			h.config.MultiAgent.RobotDefaultAgentMode = mode
+		} else {
+			h.config.MultiAgent.RobotDefaultAgentMode = "react"
+		}
 		if req.MultiAgent.PlanExecuteLoopMaxIterations != nil {
 			h.config.MultiAgent.PlanExecuteLoopMaxIterations = *req.MultiAgent.PlanExecuteLoopMaxIterations
 		}
@@ -780,7 +793,7 @@ func (h *ConfigHandler) UpdateConfig(c *gin.Context) {
 		}
 		h.logger.Info("更新多代理配置",
 			zap.Bool("enabled", h.config.MultiAgent.Enabled),
-			zap.Bool("robot_use_multi_agent", h.config.MultiAgent.RobotUseMultiAgent),
+			zap.String("robot_default_agent_mode", config.NormalizeRobotAgentMode(h.config.MultiAgent)),
 			zap.Bool("batch_use_multi_agent", h.config.MultiAgent.BatchUseMultiAgent),
 			zap.Int("plan_execute_loop_max_iterations", h.config.MultiAgent.PlanExecuteLoopMaxIterations),
 			zap.Int("tool_search_always_visible_tools", len(h.config.MultiAgent.EinoMiddleware.ToolSearchAlwaysVisibleTools)),
@@ -903,6 +916,9 @@ func (h *ConfigHandler) UpdateConfig(c *gin.Context) {
 		return
 	}
 
+	if h.audit != nil {
+		h.audit.RecordOK(c, "config", "update", "更新内存配置", "config", "", nil)
+	}
 	c.JSON(http.StatusOK, gin.H{"message": "配置已更新"})
 }
 
@@ -1033,6 +1049,9 @@ func (h *ConfigHandler) ApplyConfig(c *gin.Context) {
 		h.logger.Info("检测到知识库从禁用变为启用，开始动态初始化知识库组件")
 		if _, err := knowledgeInitializer(); err != nil {
 			h.logger.Error("动态初始化知识库失败", zap.Error(err))
+			if h.audit != nil {
+				h.audit.RecordFail(c, "config", "apply", "应用配置失败：初始化知识库", map[string]interface{}{"error": err.Error()})
+			}
 			c.JSON(http.StatusInternalServerError, gin.H{"error": "初始化知识库失败: " + err.Error()})
 			return
 		}
@@ -1067,6 +1086,9 @@ func (h *ConfigHandler) ApplyConfig(c *gin.Context) {
 		h.logger.Info("开始重新初始化知识库组件（嵌入模型配置已变更）")
 		if _, err := reinitKnowledgeInitializer(); err != nil {
 			h.logger.Error("重新初始化知识库失败", zap.Error(err))
+			if h.audit != nil {
+				h.audit.RecordFail(c, "config", "apply", "应用配置失败：重新初始化知识库", map[string]interface{}{"error": err.Error()})
+			}
 			c.JSON(http.StatusInternalServerError, gin.H{"error": "重新初始化知识库失败: " + err.Error()})
 			return
 		}
@@ -1080,6 +1102,9 @@ func (h *ConfigHandler) ApplyConfig(c *gin.Context) {
 	if c2Rt != nil {
 		if err := c2Rt.ReconcileC2AfterConfigApply(); err != nil {
 			h.logger.Error("C2 配置应用失败", zap.Error(err))
+			if h.audit != nil {
+				h.audit.RecordFail(c, "config", "apply", "应用配置失败：C2", map[string]interface{}{"error": err.Error()})
+			}
 			c.JSON(http.StatusInternalServerError, gin.H{"error": "C2 启动失败: " + err.Error()})
 			return
 		}
@@ -1221,6 +1246,20 @@ func (h *ConfigHandler) ApplyConfig(c *gin.Context) {
 		zap.Int("tools_count", len(h.config.Security.Tools)),
 	)
 
+	if h.audit != nil {
+		h.audit.Record(c, audit.Entry{
+			Category: "config",
+			Action:   "apply",
+			Result:   "success",
+			Message:  "配置已应用",
+			Detail: map[string]interface{}{
+				"tools_count":      len(h.config.Security.Tools),
+				"knowledge_enabled": h.config.Knowledge.Enabled,
+				"c2_enabled":        h.config.C2.EnabledEffective(),
+			},
+		})
+	}
+
 	c.JSON(http.StatusOK, gin.H{
 		"message":     "配置已应用",
 		"tools_count": len(h.config.Security.Tools),
@@ -1536,7 +1575,7 @@ func updateMultiAgentConfig(doc *yaml.Node, cfg config.MultiAgentConfig) {
 	root := doc.Content[0]
 	maNode := ensureMap(root, "multi_agent")
 	setBoolInMap(maNode, "enabled", cfg.Enabled)
-	setBoolInMap(maNode, "robot_use_multi_agent", cfg.RobotUseMultiAgent)
+	setStringInMap(maNode, "robot_default_agent_mode", config.NormalizeRobotAgentMode(cfg))
 	setBoolInMap(maNode, "batch_use_multi_agent", cfg.BatchUseMultiAgent)
 	setIntInMap(maNode, "plan_execute_loop_max_iterations", cfg.PlanExecuteLoopMaxIterations)
 	mwNode := ensureMap(maNode, "eino_middleware")

internal/handler/conversation.go

@@ -4,7 +4,9 @@ import (
 	"encoding/json"
 	"net/http"
 	"strconv"
+	"strings"
 
+	"cyberstrike-ai/internal/audit"
 	"cyberstrike-ai/internal/database"
 	"github.com/gin-gonic/gin"
 	"go.uber.org/zap"
@@ -14,6 +16,12 @@ import (
 type ConversationHandler struct {
 	db     *database.DB
 	logger *zap.Logger
+	audit  *audit.Service
+}
+
+// SetAudit wires platform audit logging.
+func (h *ConversationHandler) SetAudit(s *audit.Service) {
+	h.audit = s
 }
 
 // NewConversationHandler 创建新的对话处理器
@@ -26,7 +34,13 @@ func NewConversationHandler(db *database.DB, logger *zap.Logger) *ConversationHa
 
 // CreateConversationRequest 创建对话请求
 type CreateConversationRequest struct {
-	Title string `json:"title"`
+	Title     string `json:"title"`
+	ProjectID string `json:"projectId,omitempty"`
+}
+
+// SetConversationProjectRequest 设置对话所属项目
+type SetConversationProjectRequest struct {
+	ProjectID string `json:"projectId"` // 空字符串表示解除绑定
 }
 
 // CreateConversation 创建新对话
@@ -42,7 +56,9 @@ func (h *ConversationHandler) CreateConversation(c *gin.Context) {
 		title = "新对话"
 	}
 
-	conv, err := h.db.CreateConversation(title)
+	meta := audit.ConversationCreateMetaFromGin(c, "api")
+	meta.ProjectID = strings.TrimSpace(req.ProjectID)
+	conv, err := h.db.CreateConversation(title, meta)
 	if err != nil {
 		h.logger.Error("创建对话失败", zap.Error(err))
 		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
@@ -52,6 +68,25 @@ func (h *ConversationHandler) CreateConversation(c *gin.Context) {
 	c.JSON(http.StatusOK, conv)
 }
 
+// SetConversationProject 设置或清除对话绑定的项目
+func (h *ConversationHandler) SetConversationProject(c *gin.Context) {
+	id := c.Param("id")
+	var req SetConversationProjectRequest
+	if err := c.ShouldBindJSON(&req); err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
+		return
+	}
+	if _, err := h.db.GetConversation(id); err != nil {
+		c.JSON(http.StatusNotFound, gin.H{"error": "对话不存在"})
+		return
+	}
+	if err := h.db.SetConversationProjectID(id, req.ProjectID); err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
+		return
+	}
+	c.JSON(http.StatusOK, gin.H{"success": true, "projectId": strings.TrimSpace(req.ProjectID)})
+}
+
 // ListConversations 列出对话
 func (h *ConversationHandler) ListConversations(c *gin.Context) {
 	limitStr := c.DefaultQuery("limit", "50")
@@ -189,6 +224,17 @@ func (h *ConversationHandler) DeleteConversation(c *gin.Context) {
 		return
 	}
 
+	if h.audit != nil {
+		h.audit.Record(c, audit.Entry{
+			Category:     "conversation",
+			Action:       "delete",
+			Result:       "success",
+			ResourceType: "conversation",
+			ResourceID:   id,
+			Message:      "删除对话",
+		})
+	}
+
 	c.JSON(http.StatusOK, gin.H{"message": "删除成功"})
 }
 
@@ -227,6 +273,12 @@ func (h *ConversationHandler) DeleteConversationTurn(c *gin.Context) {
 		return
 	}
 
+	if h.audit != nil {
+		h.audit.RecordOK(c, "conversation", "delete_turn", "删除对话轮次", "conversation", conversationID, map[string]interface{}{
+			"message_id": req.MessageID,
+			"deleted":    len(deletedIDs),
+		})
+	}
 	c.JSON(http.StatusOK, gin.H{
 		"deletedMessageIds": deletedIDs,
 		"message":           "ok",

internal/handler/eino_resume_segment.go

@@ -0,0 +1,122 @@
+package handler
+
+import (
+	"context"
+	"errors"
+	"fmt"
+	"strings"
+	"time"
+
+	"cyberstrike-ai/internal/agent"
+	"cyberstrike-ai/internal/multiagent"
+)
+
+func (h *AgentHandler) einoRunRetryMaxAttempts() int {
+	if h.config != nil {
+		return multiagent.RunRetryMaxAttemptsFromConfig(&h.config.MultiAgent.EinoMiddleware)
+	}
+	return multiagent.RunRetryMaxAttemptsFromConfig(nil)
+}
+
+func (h *AgentHandler) einoRunRetryMaxBackoffSec() int {
+	if h.config != nil && h.config.MultiAgent.EinoMiddleware.RunRetryMaxBackoffSec > 0 {
+		return h.config.MultiAgent.EinoMiddleware.RunRetryMaxBackoffSec
+	}
+	return 0
+}
+
+// applyEinoTraceResumeSegment 中断并继续：persist last_react_* → loadHistory，可选替换下一段 user 文案。
+func (h *AgentHandler) applyEinoTraceResumeSegment(
+	conversationID string,
+	result *multiagent.RunResult,
+	curHistory *[]agent.ChatMessage,
+	curFinalMessage *string,
+	segmentUserMessage string,
+) {
+	if shouldPersistEinoAgentTraceAfterRunError(context.Background()) {
+		h.persistEinoAgentTraceForResume(conversationID, result)
+	}
+	if hist, err := h.loadHistoryFromAgentTrace(conversationID); err == nil && len(hist) > 0 {
+		*curHistory = hist
+	}
+	if segmentUserMessage != "" {
+		*curFinalMessage = segmentUserMessage
+	}
+}
+
+// applyEinoTransientRetrySegment 临时错误重试：恢复轨迹并保留本请求原始 user 文案（不注入续跑说明）。
+// segmentUserMessage 为本轮 HTTP 请求开始时用户发送的内容，避免因清空 finalMessage 而丢失「你好」等短句。
+func (h *AgentHandler) applyEinoTransientRetrySegment(
+	conversationID string,
+	result *multiagent.RunResult,
+	curHistory *[]agent.ChatMessage,
+	curFinalMessage *string,
+	segmentUserMessage string,
+) {
+	if shouldPersistEinoAgentTraceAfterRunError(context.Background()) {
+		h.persistEinoAgentTraceForResume(conversationID, result)
+	}
+	if hist, err := h.loadHistoryFromAgentTrace(conversationID); err == nil && len(hist) > 0 {
+		*curHistory = hist
+	}
+	if s := strings.TrimSpace(segmentUserMessage); s != "" {
+		*curFinalMessage = segmentUserMessage
+	}
+}
+
+// handleEinoTransientRetryContinue 在 SSE 任务循环内处理临时错误重试；返回 true 表示外层 for 应 continue。
+func (h *AgentHandler) handleEinoTransientRetryContinue(
+	baseCtx context.Context,
+	conversationID string,
+	result *multiagent.RunResult,
+	runErr error,
+	transientAttempts *int,
+	curHistory *[]agent.ChatMessage,
+	curFinalMessage *string,
+	segmentUserMessage string,
+	progressCallback func(eventType, message string, data interface{}),
+	sendProgress func(msg string, extra map[string]interface{}),
+) (handled bool, fatal error) {
+	if !errors.Is(runErr, multiagent.ErrTransientRetryContinue) {
+		return false, nil
+	}
+	maxAttempts := h.einoRunRetryMaxAttempts()
+	*transientAttempts++
+	if *transientAttempts > maxAttempts {
+		if shouldPersistEinoAgentTraceAfterRunError(baseCtx) {
+			h.persistEinoAgentTraceForResume(conversationID, result)
+		}
+		return false, errors.New("transient retry exhausted: " + runErr.Error())
+	}
+	attemptNo := *transientAttempts
+	backoff := multiagent.TransientRetryBackoff(attemptNo-1, h.einoRunRetryMaxBackoffSec())
+	if progressCallback != nil {
+		progressCallback("eino_run_retry", fmt.Sprintf("遇到临时错误，%d 秒后第 %d/%d 次重试…", int(backoff.Seconds()), attemptNo, maxAttempts), map[string]interface{}{
+			"conversationId": conversationID,
+			"source":         "eino",
+			"attempt":        attemptNo,
+			"maxAttempts":    maxAttempts,
+			"backoffSec":     int(backoff.Seconds()),
+		})
+	}
+	select {
+	case <-baseCtx.Done():
+		return false, context.Cause(baseCtx)
+	case <-time.After(backoff):
+	}
+	h.applyEinoTransientRetrySegment(conversationID, result, curHistory, curFinalMessage, segmentUserMessage)
+	if progressCallback != nil {
+		progressCallback("eino_run_retry", "已恢复上下文，正在重试…", map[string]interface{}{
+			"conversationId": conversationID,
+			"source":         "eino",
+			"attempt":        attemptNo,
+		})
+	}
+	if sendProgress != nil {
+		sendProgress("正在重试…", map[string]interface{}{
+			"conversationId": conversationID,
+			"source":         "transient_retry",
+		})
+	}
+	return true, nil
+}

internal/handler/eino_single_agent.go

@@ -19,7 +19,7 @@ import (
 
 // EinoSingleAgentLoopStream Eino ADK 单代理（ChatModelAgent + Runner）流式对话；不依赖 multi_agent.enabled。
 func (h *AgentHandler) EinoSingleAgentLoopStream(c *gin.Context) {
-	c.Header("Content-Type", "text/event-stream")
+	c.Header("Content-Type", "text/event-stream; charset=utf-8")
 	c.Header("Cache-Control", "no-cache")
 	c.Header("Connection", "keep-alive")
 
@@ -90,7 +90,7 @@ func (h *AgentHandler) EinoSingleAgentLoopStream(c *gin.Context) {
 		zap.String("conversationId", req.ConversationID),
 	)
 
-	prep, err := h.prepareMultiAgentSession(&req)
+	prep, err := h.prepareMultiAgentSession(&req, c, "eino_agent_stream")
 	if err != nil {
 		sendEvent("error", err.Error(), nil)
 		sendEvent("done", "", nil)
@@ -119,6 +119,7 @@ func (h *AgentHandler) EinoSingleAgentLoopStream(c *gin.Context) {
 
 	var cancelWithCause context.CancelCauseFunc
 	curFinalMessage := prep.FinalMessage
+	segmentUserMessage := prep.FinalMessage // 本请求原始用户句，临时重试时不得丢失
 	curHistory := prep.History
 	roleTools := prep.RoleTools
 
@@ -176,9 +177,41 @@ func (h *AgentHandler) EinoSingleAgentLoopStream(c *gin.Context) {
 	taskOwned = true
 
 	var cumulativeMCPExecutionIDs []string
+	var transientRunAttempts int
+	// 同一请求内分段续跑时，主代理 iteration 事件按偏移累计，避免 UI 出现「第3轮 → 第1轮」回跳。
+	var mainIterationOffset int
 
 	for {
-		progressCallback := h.createProgressCallback(taskCtx, cancelWithCause, conversationID, assistantMessageID, sendEvent)
+		segmentMainIterationMax := 0
+		rawProgressCallback := h.createProgressCallback(taskCtx, cancelWithCause, conversationID, assistantMessageID, sendEvent)
+		progressCallback := func(eventType, message string, data interface{}) {
+			if eventType == "iteration" {
+				if m, ok := data.(map[string]interface{}); ok {
+					if scope, _ := m["einoScope"].(string); scope == "main" {
+						raw := 0
+						switch v := m["iteration"].(type) {
+						case int:
+							raw = v
+						case int32:
+							raw = int(v)
+						case int64:
+							raw = int(v)
+						case float64:
+							raw = int(v)
+						case float32:
+							raw = int(v)
+						}
+						if raw > 0 {
+							if raw > segmentMainIterationMax {
+								segmentMainIterationMax = raw
+							}
+							m["iteration"] = raw + mainIterationOffset
+						}
+					}
+				}
+			}
+			rawProgressCallback(eventType, message, data)
+		}
 		taskCtxLoop := mcp.WithMCPConversationID(taskCtx, conversationID)
 		taskCtxLoop = mcp.WithToolRunRegistry(taskCtxLoop, h.tasks)
 		taskCtxLoop = multiagent.WithHITLToolInterceptor(taskCtxLoop, func(ctx context.Context, toolName, arguments string) (string, error) {
@@ -197,17 +230,38 @@ func (h *AgentHandler) EinoSingleAgentLoopStream(c *gin.Context) {
 			roleTools,
 			progressCallback,
 			chatReasoningToClientIntent(req.Reasoning),
+			h.projectBlackboardBlock(conversationID),
 		)
-		timeoutCancel()
 
 		if result != nil && len(result.MCPExecutionIDs) > 0 {
 			cumulativeMCPExecutionIDs = mergeMCPExecutionIDLists(cumulativeMCPExecutionIDs, result.MCPExecutionIDs)
 		}
 
 		if runErr == nil {
+			// 任一段成功完成后，重置临时错误重试窗口（次数/退避从头开始）。
+			transientRunAttempts = 0
+			timeoutCancel()
 			break
 		}
 
+		handled, fatalErr := h.handleEinoTransientRetryContinue(
+			baseCtx, conversationID, result, runErr, &transientRunAttempts,
+			&curHistory, &curFinalMessage, segmentUserMessage, progressCallback,
+			func(msg string, extra map[string]interface{}) { sendEvent("progress", msg, extra) },
+		)
+		if handled {
+			mainIterationOffset += segmentMainIterationMax
+			timeoutCancel()
+			baseCtx, cancelWithCause = context.WithCancelCause(context.Background())
+			h.tasks.BindTaskCancel(conversationID, cancelWithCause)
+			taskCtx, timeoutCancel = context.WithTimeout(baseCtx, 600*time.Minute)
+			h.tasks.UpdateTaskStatus(conversationID, "running")
+			continue
+		}
+		if fatalErr != nil {
+			runErr = fatalErr
+		}
+
 		cause := context.Cause(baseCtx)
 		if errors.Is(cause, multiagent.ErrInterruptContinue) {
 			if shouldPersistEinoAgentTraceAfterRunError(baseCtx) {
@@ -231,10 +285,14 @@ func (h *AgentHandler) EinoSingleAgentLoopStream(c *gin.Context) {
 				"conversationId": conversationID,
 				"source":         "interrupt_continue",
 			})
-			h.tasks.UpdateTaskStatus(conversationID, "running")
+			mainIterationOffset += segmentMainIterationMax
+			// 非临时错误分段续跑（用户中断并继续）时，清空 transient 计数，避免跨分段累加。
+			transientRunAttempts = 0
+			timeoutCancel()
 			baseCtx, cancelWithCause = context.WithCancelCause(context.Background())
 			h.tasks.BindTaskCancel(conversationID, cancelWithCause)
 			taskCtx, timeoutCancel = context.WithTimeout(baseCtx, 600*time.Minute)
+			h.tasks.UpdateTaskStatus(conversationID, "running")
 			continue
 		}
 
@@ -261,6 +319,7 @@ func (h *AgentHandler) EinoSingleAgentLoopStream(c *gin.Context) {
 				"messageId":      assistantMessageID,
 			})
 			sendEvent("done", "", map[string]interface{}{"conversationId": conversationID})
+			timeoutCancel()
 			return
 		}
 
@@ -278,6 +337,7 @@ func (h *AgentHandler) EinoSingleAgentLoopStream(c *gin.Context) {
 				"errorType":      "timeout",
 			})
 			sendEvent("done", "", map[string]interface{}{"conversationId": conversationID})
+			timeoutCancel()
 			return
 		}
 
@@ -294,9 +354,12 @@ func (h *AgentHandler) EinoSingleAgentLoopStream(c *gin.Context) {
 			"messageId":      assistantMessageID,
 		})
 		sendEvent("done", "", map[string]interface{}{"conversationId": conversationID})
+		timeoutCancel()
 		return
 	}
 
+	timeoutCancel()
+
 	if assistantMessageID != "" {
 		_ = h.db.UpdateAssistantMessageFinalize(assistantMessageID, result.Response, cumulativeMCPExecutionIDs, multiagent.AggregatedReasoningFromTraceJSON(result.LastAgentTraceInput))
 	}
@@ -326,7 +389,7 @@ func (h *AgentHandler) EinoSingleAgentLoop(c *gin.Context) {
 
 	h.logger.Info("收到 Eino ADK 单代理非流式请求", zap.String("conversationId", req.ConversationID))
 
-	prep, err := h.prepareMultiAgentSession(&req)
+	prep, err := h.prepareMultiAgentSession(&req, c, "eino_agent")
 	if err != nil {
 		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
 		return
@@ -367,6 +430,7 @@ func (h *AgentHandler) EinoSingleAgentLoop(c *gin.Context) {
 		prep.RoleTools,
 		progressCallback,
 		chatReasoningToClientIntent(req.Reasoning),
+		h.projectBlackboardBlock(prep.ConversationID),
 	)
 	if runErr != nil {
 		if shouldPersistEinoAgentTraceAfterRunError(baseCtx) {

internal/handler/external_mcp.go

@@ -6,6 +6,7 @@ import (
 	"os"
 	"sync"
 
+	"cyberstrike-ai/internal/audit"
 	"cyberstrike-ai/internal/config"
 	"cyberstrike-ai/internal/mcp"
 
@@ -20,9 +21,15 @@ type ExternalMCPHandler struct {
 	config     *config.Config
 	configPath string
 	logger     *zap.Logger
+	audit      *audit.Service
 	mu         sync.RWMutex
 }
 
+// SetAudit wires platform audit logging.
+func (h *ExternalMCPHandler) SetAudit(s *audit.Service) {
+	h.audit = s
+}
+
 // NewExternalMCPHandler 创建外部MCP处理器
 func NewExternalMCPHandler(manager *mcp.ExternalMCPManager, cfg *config.Config, configPath string, logger *zap.Logger) *ExternalMCPHandler {
 	return &ExternalMCPHandler{
@@ -180,6 +187,16 @@ func (h *ExternalMCPHandler) AddOrUpdateExternalMCP(c *gin.Context) {
 	}
 
 	h.logger.Info("外部MCP配置已更新", zap.String("name", name))
+	if h.audit != nil {
+		h.audit.Record(c, audit.Entry{
+			Category:     "external_mcp",
+			Action:       "upsert",
+			Result:       "success",
+			ResourceType: "external_mcp",
+			ResourceID:   name,
+			Message:      "更新外部 MCP 配置",
+		})
+	}
 	c.JSON(http.StatusOK, gin.H{"message": "配置已更新"})
 }
 
@@ -209,6 +226,16 @@ func (h *ExternalMCPHandler) DeleteExternalMCP(c *gin.Context) {
 	}
 
 	h.logger.Info("外部MCP配置已删除", zap.String("name", name))
+	if h.audit != nil {
+		h.audit.Record(c, audit.Entry{
+			Category:     "external_mcp",
+			Action:       "delete",
+			Result:       "success",
+			ResourceType: "external_mcp",
+			ResourceID:   name,
+			Message:      "删除外部 MCP 配置",
+		})
+	}
 	c.JSON(http.StatusOK, gin.H{"message": "配置已删除"})
 }
 

internal/handler/hitl.go

@@ -616,6 +616,11 @@ func (h *AgentHandler) DecideHITLInterrupt(c *gin.Context) {
 		c.JSON(http.StatusConflict, gin.H{"error": err.Error()})
 		return
 	}
+	if h.audit != nil {
+		h.audit.RecordOK(c, "hitl", "decision", "HITL 审批决策", "hitl_interrupt", req.InterruptID, map[string]interface{}{
+			"decision": req.Decision,
+		})
+	}
 	c.JSON(http.StatusOK, gin.H{"ok": true})
 }
 

internal/handler/knowledge.go

@@ -6,6 +6,7 @@ import (
 	"net/http"
 	"time"
 
+	"cyberstrike-ai/internal/audit"
 	"cyberstrike-ai/internal/database"
 	"cyberstrike-ai/internal/knowledge"
 
@@ -20,6 +21,12 @@ type KnowledgeHandler struct {
 	indexer   *knowledge.Indexer
 	db        *database.DB
 	logger    *zap.Logger
+	audit     *audit.Service
+}
+
+// SetAudit wires platform audit logging.
+func (h *KnowledgeHandler) SetAudit(s *audit.Service) {
+	h.audit = s
 }
 
 // NewKnowledgeHandler 创建新的知识库处理器
@@ -303,6 +310,9 @@ func (h *KnowledgeHandler) DeleteItem(c *gin.Context) {
 		return
 	}
 
+	if h.audit != nil {
+		h.audit.RecordOK(c, "knowledge", "item_delete", "删除知识项", "knowledge_item", id, nil)
+	}
 	c.JSON(http.StatusOK, gin.H{"message": "删除成功"})
 }
 
@@ -316,6 +326,9 @@ func (h *KnowledgeHandler) RebuildIndex(c *gin.Context) {
 		}
 	}()
 
+	if h.audit != nil {
+		h.audit.RecordOK(c, "knowledge", "index_rebuild", "重建知识库索引", "knowledge", "", nil)
+	}
 	c.JSON(http.StatusOK, gin.H{"message": "索引重建已开始，将在后台进行"})
 }
 

internal/handler/markdown_agents.go

@@ -9,6 +9,7 @@ import (
 	"strings"
 
 	"cyberstrike-ai/internal/agents"
+	"cyberstrike-ai/internal/audit"
 	"cyberstrike-ai/internal/config"
 
 	"github.com/gin-gonic/gin"
@@ -18,7 +19,8 @@ var markdownAgentFilenameRe = regexp.MustCompile(`^[a-zA-Z0-9][a-zA-Z0-9_.-]*\.m
 
 // MarkdownAgentsHandler 管理 agents 目录下子代理 Markdown（增删改查）。
 type MarkdownAgentsHandler struct {
-	dir string
+	dir   string
+	audit *audit.Service
 }
 
 // NewMarkdownAgentsHandler dir 须为已解析的绝对路径。
@@ -26,6 +28,11 @@ func NewMarkdownAgentsHandler(dir string) *MarkdownAgentsHandler {
 	return &MarkdownAgentsHandler{dir: strings.TrimSpace(dir)}
 }
 
+// SetAudit wires platform audit logging.
+func (h *MarkdownAgentsHandler) SetAudit(s *audit.Service) {
+	h.audit = s
+}
+
 func (h *MarkdownAgentsHandler) safeJoin(filename string) (string, error) {
 	filename = strings.TrimSpace(filename)
 	if filename == "" || !markdownAgentFilenameRe.MatchString(filename) {
@@ -227,6 +234,9 @@ func (h *MarkdownAgentsHandler) CreateMarkdownAgent(c *gin.Context) {
 		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
 		return
 	}
+	if h.audit != nil {
+		h.audit.RecordOK(c, "agent", "markdown_create", "创建 Markdown 子代理", "markdown_agent", filepath.Base(path), nil)
+	}
 	c.JSON(http.StatusOK, gin.H{"filename": filepath.Base(path), "message": "已创建"})
 }
 
@@ -294,6 +304,9 @@ func (h *MarkdownAgentsHandler) UpdateMarkdownAgent(c *gin.Context) {
 		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
 		return
 	}
+	if h.audit != nil {
+		h.audit.RecordOK(c, "agent", "markdown_update", "更新 Markdown 子代理", "markdown_agent", filename, nil)
+	}
 	c.JSON(http.StatusOK, gin.H{"message": "已保存"})
 }
 
@@ -313,5 +326,8 @@ func (h *MarkdownAgentsHandler) DeleteMarkdownAgent(c *gin.Context) {
 		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
 		return
 	}
+	if h.audit != nil {
+		h.audit.RecordOK(c, "agent", "markdown_delete", "删除 Markdown 子代理", "markdown_agent", filename, nil)
+	}
 	c.JSON(http.StatusOK, gin.H{"message": "已删除"})
 }

internal/handler/monitor.go

@@ -9,6 +9,7 @@ import (
 	"strings"
 	"time"
 
+	"cyberstrike-ai/internal/audit"
 	"cyberstrike-ai/internal/database"
 	"cyberstrike-ai/internal/mcp"
 	"cyberstrike-ai/internal/security"
@@ -23,6 +24,12 @@ type MonitorHandler struct {
 	executor       *security.Executor
 	db             *database.DB
 	logger         *zap.Logger
+	audit          *audit.Service
+}
+
+// SetAudit wires platform audit logging.
+func (h *MonitorHandler) SetAudit(s *audit.Service) {
+	h.audit = s
 }
 
 // NewMonitorHandler 创建新的监控处理器
@@ -365,6 +372,11 @@ func (h *MonitorHandler) DeleteExecution(c *gin.Context) {
 		}
 
 		h.logger.Info("执行记录已从数据库删除", zap.String("executionId", id), zap.String("toolName", exec.ToolName))
+		if h.audit != nil {
+			h.audit.RecordOK(c, "tool", "execution_delete", "删除工具执行记录", "tool_execution", id, map[string]interface{}{
+				"tool_name": exec.ToolName,
+			})
+		}
 		c.JSON(http.StatusOK, gin.H{"message": "执行记录已删除"})
 		return
 	}
@@ -440,6 +452,11 @@ func (h *MonitorHandler) DeleteExecutions(c *gin.Context) {
 		}
 
 		h.logger.Info("批量删除执行记录成功", zap.Int("count", len(request.IDs)))
+		if h.audit != nil {
+			h.audit.RecordOK(c, "tool", "execution_delete_batch", "批量删除工具执行记录", "tool_execution", "", map[string]interface{}{
+				"count": len(request.IDs),
+			})
+		}
 		c.JSON(http.StatusOK, gin.H{"message": "成功删除执行记录", "deleted": len(executions)})
 		return
 	}

internal/handler/multi_agent.go

@@ -20,7 +20,7 @@ import (
 
 // MultiAgentLoopStream Eino DeepAgent 流式对话（需 config.multi_agent.enabled）。
 func (h *AgentHandler) MultiAgentLoopStream(c *gin.Context) {
-	c.Header("Content-Type", "text/event-stream")
+	c.Header("Content-Type", "text/event-stream; charset=utf-8")
 	c.Header("Cache-Control", "no-cache")
 	c.Header("Connection", "keep-alive")
 	if h.config == nil || !h.config.MultiAgent.Enabled {
@@ -107,7 +107,7 @@ func (h *AgentHandler) MultiAgentLoopStream(c *gin.Context) {
 		zap.String("conversationId", req.ConversationID),
 	)
 
-	prep, err := h.prepareMultiAgentSession(&req)
+	prep, err := h.prepareMultiAgentSession(&req, c, "multi_agent_stream")
 	if err != nil {
 		sendEvent("error", err.Error(), nil)
 		sendEvent("done", "", nil)
@@ -136,6 +136,7 @@ func (h *AgentHandler) MultiAgentLoopStream(c *gin.Context) {
 
 	var cancelWithCause context.CancelCauseFunc
 	curFinalMessage := prep.FinalMessage
+	segmentUserMessage := prep.FinalMessage // 本请求原始用户句，临时重试时不得丢失
 	curHistory := prep.History
 	roleTools := prep.RoleTools
 	orch := strings.TrimSpace(req.Orchestration)
@@ -186,9 +187,41 @@ func (h *AgentHandler) MultiAgentLoopStream(c *gin.Context) {
 
 	// 同一 HTTP 流内多段 Run（如中断并继续）合并 MCP execution id，供最终 response / 库表与工具芯片展示完整列表
 	var cumulativeMCPExecutionIDs []string
+	var transientRunAttempts int
+	// 同一请求内分段续跑时，主代理 iteration 事件按偏移累计，避免 UI 出现「第3轮 → 第1轮」回跳。
+	var mainIterationOffset int
 
 	for {
-		progressCallback := h.createProgressCallback(taskCtx, cancelWithCause, conversationID, assistantMessageID, sendEvent)
+		segmentMainIterationMax := 0
+		rawProgressCallback := h.createProgressCallback(taskCtx, cancelWithCause, conversationID, assistantMessageID, sendEvent)
+		progressCallback := func(eventType, message string, data interface{}) {
+			if eventType == "iteration" {
+				if m, ok := data.(map[string]interface{}); ok {
+					if scope, _ := m["einoScope"].(string); scope == "main" {
+						raw := 0
+						switch v := m["iteration"].(type) {
+						case int:
+							raw = v
+						case int32:
+							raw = int(v)
+						case int64:
+							raw = int(v)
+						case float64:
+							raw = int(v)
+						case float32:
+							raw = int(v)
+						}
+						if raw > 0 {
+							if raw > segmentMainIterationMax {
+								segmentMainIterationMax = raw
+							}
+							m["iteration"] = raw + mainIterationOffset
+						}
+					}
+				}
+			}
+			rawProgressCallback(eventType, message, data)
+		}
 		taskCtxLoop := mcp.WithMCPConversationID(taskCtx, conversationID)
 		taskCtxLoop = mcp.WithToolRunRegistry(taskCtxLoop, h.tasks)
 		taskCtxLoop = multiagent.WithHITLToolInterceptor(taskCtxLoop, func(ctx context.Context, toolName, arguments string) (string, error) {
@@ -209,17 +242,38 @@ func (h *AgentHandler) MultiAgentLoopStream(c *gin.Context) {
 			h.agentsMarkdownDir,
 			orch,
 			chatReasoningToClientIntent(req.Reasoning),
+			h.projectBlackboardBlock(conversationID),
 		)
-		timeoutCancel()
 
 		if result != nil && len(result.MCPExecutionIDs) > 0 {
 			cumulativeMCPExecutionIDs = mergeMCPExecutionIDLists(cumulativeMCPExecutionIDs, result.MCPExecutionIDs)
 		}
 
 		if runErr == nil {
+			// 任一段成功完成后，重置临时错误重试窗口（次数/退避从头开始）。
+			transientRunAttempts = 0
+			timeoutCancel()
 			break
 		}
 
+		handled, fatalErr := h.handleEinoTransientRetryContinue(
+			baseCtx, conversationID, result, runErr, &transientRunAttempts,
+			&curHistory, &curFinalMessage, segmentUserMessage, progressCallback,
+			func(msg string, extra map[string]interface{}) { sendEvent("progress", msg, extra) },
+		)
+		if handled {
+			mainIterationOffset += segmentMainIterationMax
+			timeoutCancel()
+			baseCtx, cancelWithCause = context.WithCancelCause(context.Background())
+			h.tasks.BindTaskCancel(conversationID, cancelWithCause)
+			taskCtx, timeoutCancel = context.WithTimeout(baseCtx, 600*time.Minute)
+			h.tasks.UpdateTaskStatus(conversationID, "running")
+			continue
+		}
+		if fatalErr != nil {
+			runErr = fatalErr
+		}
+
 		cause := context.Cause(baseCtx)
 		if errors.Is(cause, multiagent.ErrInterruptContinue) {
 			if shouldPersistEinoAgentTraceAfterRunError(baseCtx) {
@@ -243,10 +297,14 @@ func (h *AgentHandler) MultiAgentLoopStream(c *gin.Context) {
 				"conversationId": conversationID,
 				"source":         "interrupt_continue",
 			})
-			h.tasks.UpdateTaskStatus(conversationID, "running")
+			mainIterationOffset += segmentMainIterationMax
+			// 非临时错误分段续跑（用户中断并继续）时，清空 transient 计数，避免跨分段累加。
+			transientRunAttempts = 0
+			timeoutCancel()
 			baseCtx, cancelWithCause = context.WithCancelCause(context.Background())
 			h.tasks.BindTaskCancel(conversationID, cancelWithCause)
 			taskCtx, timeoutCancel = context.WithTimeout(baseCtx, 600*time.Minute)
+			h.tasks.UpdateTaskStatus(conversationID, "running")
 			continue
 		}
 
@@ -273,6 +331,7 @@ func (h *AgentHandler) MultiAgentLoopStream(c *gin.Context) {
 				"messageId":      assistantMessageID,
 			})
 			sendEvent("done", "", map[string]interface{}{"conversationId": conversationID})
+			timeoutCancel()
 			return
 		}
 
@@ -290,6 +349,7 @@ func (h *AgentHandler) MultiAgentLoopStream(c *gin.Context) {
 				"errorType":      "timeout",
 			})
 			sendEvent("done", "", map[string]interface{}{"conversationId": conversationID})
+			timeoutCancel()
 			return
 		}
 
@@ -306,9 +366,12 @@ func (h *AgentHandler) MultiAgentLoopStream(c *gin.Context) {
 			"messageId":      assistantMessageID,
 		})
 		sendEvent("done", "", map[string]interface{}{"conversationId": conversationID})
+		timeoutCancel()
 		return
 	}
 
+	timeoutCancel()
+
 	if assistantMessageID != "" {
 		_ = h.db.UpdateAssistantMessageFinalize(assistantMessageID, result.Response, cumulativeMCPExecutionIDs, multiagent.AggregatedReasoningFromTraceJSON(result.LastAgentTraceInput))
 	}
@@ -347,7 +410,7 @@ func (h *AgentHandler) MultiAgentLoop(c *gin.Context) {
 
 	h.logger.Info("收到 Eino DeepAgent 非流式请求", zap.String("conversationId", req.ConversationID))
 
-	prep, err := h.prepareMultiAgentSession(&req)
+	prep, err := h.prepareMultiAgentSession(&req, c, "multi_agent")
 	if err != nil {
 		status, msg := multiAgentHTTPErrorStatus(err)
 		c.JSON(status, gin.H{"error": msg})
@@ -381,6 +444,7 @@ func (h *AgentHandler) MultiAgentLoop(c *gin.Context) {
 		h.agentsMarkdownDir,
 		strings.TrimSpace(req.Orchestration),
 		chatReasoningToClientIntent(req.Reasoning),
+		h.projectBlackboardBlock(prep.ConversationID),
 	)
 	if runErr != nil {
 		if shouldPersistEinoAgentTraceAfterRunError(baseCtx) {

internal/handler/multi_agent_prepare.go

@@ -5,9 +5,11 @@ import (
 	"strings"
 
 	"cyberstrike-ai/internal/agent"
+	"cyberstrike-ai/internal/audit"
 	"cyberstrike-ai/internal/database"
 	"cyberstrike-ai/internal/mcp/builtin"
 
+	"github.com/gin-gonic/gin"
 	"go.uber.org/zap"
 )
 
@@ -22,7 +24,7 @@ type multiAgentPrepared struct {
 	UserMessageID      string
 }
 
-func (h *AgentHandler) prepareMultiAgentSession(req *ChatRequest) (*multiAgentPrepared, error) {
+func (h *AgentHandler) prepareMultiAgentSession(req *ChatRequest, c *gin.Context, source string) (*multiAgentPrepared, error) {
 	if len(req.Attachments) > maxAttachments {
 		return nil, fmt.Errorf("附件最多 %d 个", maxAttachments)
 	}
@@ -33,10 +35,14 @@ func (h *AgentHandler) prepareMultiAgentSession(req *ChatRequest) (*multiAgentPr
 		title := safeTruncateString(req.Message, 50)
 		var conv *database.Conversation
 		var err error
+		meta := audit.ConversationCreateMetaFromGin(c, source)
+		meta.ProjectID = effectiveProjectID(h.config, req.ProjectID)
 		if strings.TrimSpace(req.WebShellConnectionID) != "" {
-			conv, err = h.db.CreateConversationWithWebshell(strings.TrimSpace(req.WebShellConnectionID), title)
+			meta.Source = source + "_webshell"
+			meta.WebShellConnectionID = strings.TrimSpace(req.WebShellConnectionID)
+			conv, err = h.db.CreateConversationWithWebshell(meta.WebShellConnectionID, title, meta)
 		} else {
-			conv, err = h.db.CreateConversation(title)
+			conv, err = h.db.CreateConversation(title, meta)
 		}
 		if err != nil {
 			return nil, fmt.Errorf("创建对话失败: %w", err)
@@ -85,6 +91,14 @@ func (h *AgentHandler) prepareMultiAgentSession(req *ChatRequest) (*multiAgentPr
 			builtin.ToolWebshellFileRead,
 			builtin.ToolWebshellFileWrite,
 			builtin.ToolRecordVulnerability,
+			builtin.ToolListVulnerabilities,
+			builtin.ToolGetVulnerability,
+			builtin.ToolUpsertProjectFact,
+			builtin.ToolGetProjectFact,
+			builtin.ToolListProjectFacts,
+			builtin.ToolSearchProjectFacts,
+			builtin.ToolDeprecateProjectFact,
+			builtin.ToolRestoreProjectFact,
 			builtin.ToolListKnowledgeRiskTypes,
 			builtin.ToolSearchKnowledgeBase,
 		}

internal/handler/openapi.go

@@ -73,8 +73,22 @@ func (h *OpenAPIHandler) GetOpenAPISpec(c *gin.Context) {
 							"description": "对话标题",
 							"example":     "Web应用安全测试",
 						},
+						"projectId": map[string]interface{}{
+							"type":        "string",
+							"description": "绑定的项目 ID（可选，共享事实黑板）",
+						},
 					},
 				},
+				"SetConversationProjectRequest": map[string]interface{}{
+					"type": "object",
+					"properties": map[string]interface{}{
+						"projectId": map[string]interface{}{
+							"type":        "string",
+							"description": "项目 ID；空字符串表示解除绑定",
+						},
+					},
+					"required": []string{"projectId"},
+				},
 				"Conversation": map[string]interface{}{
 					"type": "object",
 					"properties": map[string]interface{}{
@@ -98,6 +112,10 @@ func (h *OpenAPIHandler) GetOpenAPISpec(c *gin.Context) {
 							"format":      "date-time",
 							"description": "更新时间",
 						},
+						"projectId": map[string]interface{}{
+							"type":        "string",
+							"description": "绑定的项目 ID（可选）",
+						},
 					},
 				},
 				"ConversationDetail": map[string]interface{}{
@@ -1326,6 +1344,37 @@ func (h *OpenAPIHandler) GetOpenAPISpec(c *gin.Context) {
 					},
 				},
 			},
+			"/api/conversations/{id}/project": map[string]interface{}{
+				"put": map[string]interface{}{
+					"tags":        []string{"对话管理"},
+					"summary":     "设置对话所属项目",
+					"description": "绑定或解除对话与项目的关联，用于共享事实黑板",
+					"operationId": "setConversationProject",
+					"parameters": []map[string]interface{}{
+						{
+							"name": "id", "in": "path", "required": true,
+							"description": "对话ID",
+							"schema": map[string]interface{}{"type": "string"},
+						},
+					},
+					"requestBody": map[string]interface{}{
+						"required": true,
+						"content": map[string]interface{}{
+							"application/json": map[string]interface{}{
+								"schema": map[string]interface{}{
+									"$ref": "#/components/schemas/SetConversationProjectRequest",
+								},
+							},
+						},
+					},
+					"responses": map[string]interface{}{
+						"200": map[string]interface{}{"description": "设置成功"},
+						"400": map[string]interface{}{"description": "项目不存在或参数错误"},
+						"404": map[string]interface{}{"description": "对话不存在"},
+						"401": map[string]interface{}{"description": "未授权"},
+					},
+				},
+			},
 			"/api/conversations/{id}/results": map[string]interface{}{
 				"get": map[string]interface{}{
 					"tags":        []string{"对话管理"},
@@ -2444,6 +2493,86 @@ func (h *OpenAPIHandler) GetOpenAPISpec(c *gin.Context) {
 					},
 				},
 			},
+			"/api/projects": map[string]interface{}{
+				"get": map[string]interface{}{
+					"tags":        []string{"项目管理"},
+					"summary":     "列出项目",
+					"operationId": "listProjects",
+					"parameters": []map[string]interface{}{
+						{"name": "status", "in": "query", "schema": map[string]interface{}{"type": "string", "enum": []string{"active", "archived"}}},
+						{"name": "limit", "in": "query", "schema": map[string]interface{}{"type": "integer", "default": 200}},
+					},
+					"responses": map[string]interface{}{
+						"200": map[string]interface{}{"description": "项目列表"},
+						"401": map[string]interface{}{"description": "未授权"},
+					},
+				},
+				"post": map[string]interface{}{
+					"tags":        []string{"项目管理"},
+					"summary":     "创建项目",
+					"operationId": "createProject",
+					"requestBody": map[string]interface{}{
+						"required": true,
+						"content": map[string]interface{}{
+							"application/json": map[string]interface{}{
+								"schema": map[string]interface{}{
+									"type": "object",
+									"properties": map[string]interface{}{
+										"name":        map[string]interface{}{"type": "string"},
+										"description": map[string]interface{}{"type": "string"},
+										"scope_json":  map[string]interface{}{"type": "string"},
+									},
+									"required": []string{"name"},
+								},
+							},
+						},
+					},
+					"responses": map[string]interface{}{
+						"200": map[string]interface{}{"description": "创建成功"},
+						"401": map[string]interface{}{"description": "未授权"},
+					},
+				},
+			},
+			"/api/projects/{id}": map[string]interface{}{
+				"get": map[string]interface{}{
+					"tags": []string{"项目管理"}, "summary": "获取项目", "operationId": "getProject",
+					"parameters": []map[string]interface{}{
+						{"name": "id", "in": "path", "required": true, "schema": map[string]interface{}{"type": "string"}},
+					},
+					"responses": map[string]interface{}{"200": map[string]interface{}{"description": "项目详情"}},
+				},
+				"put": map[string]interface{}{
+					"tags": []string{"项目管理"}, "summary": "更新项目", "operationId": "updateProject",
+					"parameters": []map[string]interface{}{
+						{"name": "id", "in": "path", "required": true, "schema": map[string]interface{}{"type": "string"}},
+					},
+					"responses": map[string]interface{}{"200": map[string]interface{}{"description": "更新成功"}},
+				},
+				"delete": map[string]interface{}{
+					"tags": []string{"项目管理"}, "summary": "删除项目", "operationId": "deleteProject",
+					"parameters": []map[string]interface{}{
+						{"name": "id", "in": "path", "required": true, "schema": map[string]interface{}{"type": "string"}},
+					},
+					"responses": map[string]interface{}{"200": map[string]interface{}{"description": "删除成功"}},
+				},
+			},
+			"/api/projects/{id}/facts": map[string]interface{}{
+				"get": map[string]interface{}{
+					"tags": []string{"项目管理"}, "summary": "列出或按 key 获取事实", "operationId": "listProjectFacts",
+					"parameters": []map[string]interface{}{
+						{"name": "id", "in": "path", "required": true, "schema": map[string]interface{}{"type": "string"}},
+						{"name": "fact_key", "in": "query", "schema": map[string]interface{}{"type": "string"}},
+					},
+					"responses": map[string]interface{}{"200": map[string]interface{}{"description": "事实列表或单条"}},
+				},
+				"post": map[string]interface{}{
+					"tags": []string{"项目管理"}, "summary": "创建/更新事实", "operationId": "upsertProjectFactREST",
+					"parameters": []map[string]interface{}{
+						{"name": "id", "in": "path", "required": true, "schema": map[string]interface{}{"type": "string"}},
+					},
+					"responses": map[string]interface{}{"200": map[string]interface{}{"description": "成功"}},
+				},
+			},
 			"/api/vulnerabilities": map[string]interface{}{
 				"get": map[string]interface{}{
 					"tags":        []string{"漏洞管理"},
@@ -2502,6 +2631,15 @@ func (h *OpenAPIHandler) GetOpenAPISpec(c *gin.Context) {
 								"type": "string",
 							},
 						},
+						{
+							"name":        "project_id",
+							"in":          "query",
+							"required":    false,
+							"description": "项目ID",
+							"schema": map[string]interface{}{
+								"type": "string",
+							},
+						},
 						{
 							"name":        "severity",
 							"in":          "query",
@@ -6254,7 +6392,7 @@ func (h *OpenAPIHandler) GetConversationResults(c *gin.Context) {
 	}
 
 	// 获取漏洞列表
-	vulnList, err := h.db.ListVulnerabilities(1000, 0, "", conversationID, "", "", "", "", "")
+	vulnList, err := h.db.ListVulnerabilities(1000, 0, database.VulnerabilityListFilter{ConversationID: conversationID})
 	if err != nil {
 		h.logger.Warn("获取漏洞列表失败", zap.Error(err))
 		vulnList = []*database.Vulnerability{}

internal/handler/project.go

@@ -0,0 +1,400 @@
+package handler
+
+import (
+	"net/http"
+	"strconv"
+	"strings"
+
+	"cyberstrike-ai/internal/database"
+	"cyberstrike-ai/internal/project"
+
+	"github.com/gin-gonic/gin"
+	"go.uber.org/zap"
+)
+
+// ProjectHandler 项目管理处理器。
+type ProjectHandler struct {
+	db     *database.DB
+	logger *zap.Logger
+}
+
+// NewProjectHandler 创建项目管理处理器。
+func NewProjectHandler(db *database.DB, logger *zap.Logger) *ProjectHandler {
+	return &ProjectHandler{db: db, logger: logger}
+}
+
+type createProjectRequest struct {
+	Name        string `json:"name" binding:"required"`
+	Description string `json:"description"`
+	ScopeJSON   string `json:"scope_json"`
+	Status      string `json:"status"`
+}
+
+// updateProjectRequest 部分更新：字段省略表示不修改；传 null 或 "" 可清空字符串字段。
+type updateProjectRequest struct {
+	Name        *string `json:"name"`
+	Description *string `json:"description"`
+	ScopeJSON   *string `json:"scope_json"`
+	Status      *string `json:"status"`
+	Pinned      *bool   `json:"pinned"`
+}
+
+// CreateProject POST /api/projects
+func (h *ProjectHandler) CreateProject(c *gin.Context) {
+	var req createProjectRequest
+	if err := c.ShouldBindJSON(&req); err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
+		return
+	}
+	p := &database.Project{
+		Name:        strings.TrimSpace(req.Name),
+		Description: req.Description,
+		ScopeJSON:   req.ScopeJSON,
+		Status:      strings.TrimSpace(req.Status),
+	}
+	created, err := h.db.CreateProject(p)
+	if err != nil {
+		h.logger.Error("创建项目失败", zap.Error(err))
+		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+		return
+	}
+	c.JSON(http.StatusOK, created)
+}
+
+// ListProjects GET /api/projects
+func (h *ProjectHandler) ListProjects(c *gin.Context) {
+	status := c.Query("status")
+	limit, _ := strconv.Atoi(c.DefaultQuery("limit", "200"))
+	offset, _ := strconv.Atoi(c.Query("offset"))
+	list, err := h.db.ListProjects(status, limit, offset)
+	if err != nil {
+		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+		return
+	}
+	if list == nil {
+		list = []*database.Project{}
+	}
+	c.JSON(http.StatusOK, list)
+}
+
+// GetProjectStats GET /api/projects/:id/stats
+func (h *ProjectHandler) GetProjectStats(c *gin.Context) {
+	stats, err := project.GetProjectStats(h.db, c.Param("id"))
+	if err != nil {
+		if strings.Contains(err.Error(), "不存在") {
+			c.JSON(http.StatusNotFound, gin.H{"error": "项目不存在"})
+			return
+		}
+		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+		return
+	}
+	c.JSON(http.StatusOK, stats)
+}
+
+// ListProjectConversations GET /api/projects/:id/conversations
+func (h *ProjectHandler) ListProjectConversations(c *gin.Context) {
+	projectID := c.Param("id")
+	if _, err := h.db.GetProject(projectID); err != nil {
+		c.JSON(http.StatusNotFound, gin.H{"error": "项目不存在"})
+		return
+	}
+	limit, _ := strconv.Atoi(c.DefaultQuery("limit", "100"))
+	offset, _ := strconv.Atoi(c.Query("offset"))
+	list, err := h.db.ListConversationsByProjectID(projectID, limit, offset)
+	if err != nil {
+		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+		return
+	}
+	if list == nil {
+		list = []*database.Conversation{}
+	}
+	total, _ := h.db.CountConversationsByProjectID(projectID)
+	c.JSON(http.StatusOK, gin.H{
+		"conversations": list,
+		"total":         total,
+		"limit":         limit,
+		"offset":        offset,
+	})
+}
+
+// GetProject GET /api/projects/:id
+func (h *ProjectHandler) GetProject(c *gin.Context) {
+	p, err := h.db.GetProject(c.Param("id"))
+	if err != nil {
+		c.JSON(http.StatusNotFound, gin.H{"error": "项目不存在"})
+		return
+	}
+	c.JSON(http.StatusOK, p)
+}
+
+// UpdateProject PUT /api/projects/:id
+func (h *ProjectHandler) UpdateProject(c *gin.Context) {
+	id := c.Param("id")
+	p, err := h.db.GetProject(id)
+	if err != nil {
+		c.JSON(http.StatusNotFound, gin.H{"error": "项目不存在"})
+		return
+	}
+	var req updateProjectRequest
+	if err := c.ShouldBindJSON(&req); err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
+		return
+	}
+	if req.Name != nil {
+		if s := strings.TrimSpace(*req.Name); s != "" {
+			p.Name = s
+		}
+	}
+	if req.Description != nil {
+		p.Description = *req.Description
+	}
+	if req.ScopeJSON != nil {
+		p.ScopeJSON = *req.ScopeJSON
+	}
+	if req.Status != nil {
+		if s := strings.TrimSpace(*req.Status); s != "" {
+			p.Status = s
+		}
+	}
+	if req.Pinned != nil {
+		p.Pinned = *req.Pinned
+	}
+	if err := h.db.UpdateProject(p); err != nil {
+		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+		return
+	}
+	c.JSON(http.StatusOK, p)
+}
+
+// DeleteProject DELETE /api/projects/:id
+func (h *ProjectHandler) DeleteProject(c *gin.Context) {
+	if err := h.db.DeleteProject(c.Param("id")); err != nil {
+		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+		return
+	}
+	c.JSON(http.StatusOK, gin.H{"success": true})
+}
+
+type upsertFactRequest struct {
+	FactKey                string `json:"fact_key" binding:"required"`
+	Category               string `json:"category"`
+	Summary                string `json:"summary" binding:"required"`
+	Body                   string `json:"body"`
+	Confidence             string `json:"confidence"`
+	Pinned                 bool   `json:"pinned"`
+	RelatedVulnerabilityID string `json:"related_vulnerability_id"`
+}
+
+// updateFactRequest 部分更新事实；指针字段省略=不修改，body 传 "" 可清空（仍走 merge 逻辑见 Upsert）。
+type updateFactRequest struct {
+	FactKey                *string `json:"fact_key"`
+	Category               *string `json:"category"`
+	Summary                *string `json:"summary"`
+	Body                   *string `json:"body"`
+	Confidence             *string `json:"confidence"`
+	Pinned                 *bool   `json:"pinned"`
+	RelatedVulnerabilityID *string `json:"related_vulnerability_id"`
+	ClearBody              bool    `json:"clear_body"`
+}
+
+// ListFacts GET /api/projects/:id/facts （fact_key 查询参数可获取单条详情）
+func (h *ProjectHandler) ListFacts(c *gin.Context) {
+	projectID := c.Param("id")
+	if key := strings.TrimSpace(c.Query("fact_key")); key != "" {
+		f, err := h.db.GetProjectFactByKey(projectID, key)
+		if err != nil {
+			c.JSON(http.StatusNotFound, gin.H{"error": err.Error()})
+			return
+		}
+		c.JSON(http.StatusOK, f)
+		return
+	}
+	limit, _ := strconv.Atoi(c.DefaultQuery("limit", "100"))
+	offset, _ := strconv.Atoi(c.Query("offset"))
+	filter := database.ProjectFactListFilter{
+		Category:               c.Query("category"),
+		Confidence:             c.Query("confidence"),
+		Search:                 c.Query("search"),
+		RelatedVulnerabilityID: c.Query("related_vulnerability_id"),
+	}
+	if c.Query("exclude_deprecated") == "1" || c.Query("exclude_deprecated") == "true" {
+		filter.ExcludeDeprecated = true
+	}
+	list, err := h.db.ListProjectFacts(projectID, filter, limit, offset)
+	if err != nil {
+		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+		return
+	}
+	if list == nil {
+		list = []*database.ProjectFact{}
+	}
+	if sparseOnly := c.Query("sparse_only"); sparseOnly == "1" || sparseOnly == "true" {
+		filtered := make([]*database.ProjectFact, 0, len(list))
+		for _, f := range list {
+			if project.IsSparseFactBody(f.Category, f.FactKey, f.Body) {
+				filtered = append(filtered, f)
+			}
+		}
+		list = filtered
+	}
+	c.JSON(http.StatusOK, list)
+}
+
+// GetFactPreviousVersion GET /api/projects/:id/facts/:factId/previous-version
+func (h *ProjectHandler) GetFactPreviousVersion(c *gin.Context) {
+	existing, err := h.db.GetProjectFact(c.Param("factId"))
+	if err != nil || existing.ProjectID != c.Param("id") {
+		c.JSON(http.StatusNotFound, gin.H{"error": "事实不存在"})
+		return
+	}
+	if strings.TrimSpace(existing.SupersedesFactID) == "" {
+		c.JSON(http.StatusNotFound, gin.H{"error": "无上一版本"})
+		return
+	}
+	v, err := h.db.GetProjectFactVersion(existing.SupersedesFactID)
+	if err != nil {
+		c.JSON(http.StatusNotFound, gin.H{"error": err.Error()})
+		return
+	}
+	c.JSON(http.StatusOK, v)
+}
+
+// ListFactVersions GET /api/projects/:id/facts/:factId/versions
+func (h *ProjectHandler) ListFactVersions(c *gin.Context) {
+	existing, err := h.db.GetProjectFact(c.Param("factId"))
+	if err != nil || existing.ProjectID != c.Param("id") {
+		c.JSON(http.StatusNotFound, gin.H{"error": "事实不存在"})
+		return
+	}
+	limit, _ := strconv.Atoi(c.DefaultQuery("limit", "20"))
+	list, err := h.db.ListProjectFactVersions(existing.ID, limit)
+	if err != nil {
+		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+		return
+	}
+	if list == nil {
+		list = []*database.ProjectFactVersion{}
+	}
+	c.JSON(http.StatusOK, list)
+}
+
+// CreateFact POST /api/projects/:id/facts
+func (h *ProjectHandler) CreateFact(c *gin.Context) {
+	var req upsertFactRequest
+	if err := c.ShouldBindJSON(&req); err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
+		return
+	}
+	f := &database.ProjectFact{
+		ProjectID:              c.Param("id"),
+		FactKey:                req.FactKey,
+		Category:               req.Category,
+		Summary:                req.Summary,
+		Body:                   req.Body,
+		Confidence:             req.Confidence,
+		Pinned:                 req.Pinned,
+		RelatedVulnerabilityID: req.RelatedVulnerabilityID,
+	}
+	created, err := h.db.UpsertProjectFact(f)
+	if err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
+		return
+	}
+	c.JSON(http.StatusOK, created)
+}
+
+// UpdateFact PUT /api/projects/:id/facts/:factId
+func (h *ProjectHandler) UpdateFact(c *gin.Context) {
+	existing, err := h.db.GetProjectFact(c.Param("factId"))
+	if err != nil || existing.ProjectID != c.Param("id") {
+		c.JSON(http.StatusNotFound, gin.H{"error": "事实不存在"})
+		return
+	}
+	var req updateFactRequest
+	if err := c.ShouldBindJSON(&req); err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
+		return
+	}
+	if req.FactKey != nil {
+		if k := strings.TrimSpace(*req.FactKey); k != "" {
+			existing.FactKey = k
+		}
+	}
+	if req.Category != nil && strings.TrimSpace(*req.Category) != "" {
+		existing.Category = *req.Category
+	}
+	if req.Summary != nil && strings.TrimSpace(*req.Summary) != "" {
+		existing.Summary = *req.Summary
+	}
+	if req.ClearBody {
+		existing.Body = ""
+	} else if req.Body != nil {
+		existing.Body = *req.Body
+	}
+	if req.Confidence != nil && strings.TrimSpace(*req.Confidence) != "" {
+		existing.Confidence = *req.Confidence
+	}
+	if req.Pinned != nil {
+		existing.Pinned = *req.Pinned
+	}
+	if req.RelatedVulnerabilityID != nil {
+		existing.RelatedVulnerabilityID = *req.RelatedVulnerabilityID
+	}
+	updated, err := h.db.UpsertProjectFact(existing)
+	if err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
+		return
+	}
+	c.JSON(http.StatusOK, updated)
+}
+
+// DeleteFact DELETE /api/projects/:id/facts/:factId
+func (h *ProjectHandler) DeleteFact(c *gin.Context) {
+	existing, err := h.db.GetProjectFact(c.Param("factId"))
+	if err != nil || existing.ProjectID != c.Param("id") {
+		c.JSON(http.StatusNotFound, gin.H{"error": "事实不存在"})
+		return
+	}
+	if err := h.db.DeleteProjectFact(existing.ID); err != nil {
+		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+		return
+	}
+	c.JSON(http.StatusOK, gin.H{"success": true})
+}
+
+type deprecateFactRequest struct {
+	FactKey string `json:"fact_key" binding:"required"`
+}
+
+// DeprecateFact POST /api/projects/:id/facts/deprecate
+func (h *ProjectHandler) DeprecateFact(c *gin.Context) {
+	var req deprecateFactRequest
+	if err := c.ShouldBindJSON(&req); err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
+		return
+	}
+	if err := h.db.DeprecateProjectFact(c.Param("id"), req.FactKey); err != nil {
+		c.JSON(http.StatusNotFound, gin.H{"error": err.Error()})
+		return
+	}
+	c.JSON(http.StatusOK, gin.H{"success": true})
+}
+
+type restoreFactRequest struct {
+	FactKey    string `json:"fact_key" binding:"required"`
+	Confidence string `json:"confidence"` // 可选：confirmed | tentative，默认 tentative
+}
+
+// RestoreFact POST /api/projects/:id/facts/restore
+func (h *ProjectHandler) RestoreFact(c *gin.Context) {
+	var req restoreFactRequest
+	if err := c.ShouldBindJSON(&req); err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
+		return
+	}
+	if err := h.db.RestoreProjectFact(c.Param("id"), req.FactKey, req.Confidence); err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
+		return
+	}
+	c.JSON(http.StatusOK, gin.H{"success": true})
+}

internal/handler/project_context.go

@@ -0,0 +1,32 @@
+package handler
+
+import (
+	"strings"
+
+	"cyberstrike-ai/internal/project"
+	"go.uber.org/zap"
+)
+
+// projectBlackboardBlock 根据对话 ID 构建项目事实索引块（用于注入 system prompt）。
+func (h *AgentHandler) projectBlackboardBlock(conversationID string) string {
+	if h == nil || h.db == nil || h.config == nil {
+		return ""
+	}
+	if !h.config.Project.Enabled {
+		return ""
+	}
+	conversationID = strings.TrimSpace(conversationID)
+	if conversationID == "" {
+		return ""
+	}
+	projectID, err := h.db.GetConversationProjectID(conversationID)
+	if err != nil || projectID == "" {
+		return ""
+	}
+	block, err := project.BuildProjectBlackboardBlock(h.db, projectID, h.config.Project)
+	if err != nil {
+		h.logger.Warn("构建项目黑板索引失败", zap.String("conversationId", conversationID), zap.Error(err))
+		return ""
+	}
+	return strings.TrimSpace(block)
+}

internal/handler/project_resolve.go

@@ -0,0 +1,18 @@
+package handler
+
+import (
+	"strings"
+
+	"cyberstrike-ai/internal/config"
+)
+
+// effectiveProjectID 请求/队列显式项目优先，否则使用 config.project.default_project_id。
+func effectiveProjectID(cfg *config.Config, explicit string) string {
+	if pid := strings.TrimSpace(explicit); pid != "" {
+		return pid
+	}
+	if cfg != nil {
+		return strings.TrimSpace(cfg.Project.DefaultProjectID)
+	}
+	return ""
+}

internal/handler/robot.go

@@ -133,7 +133,9 @@ func (h *RobotHandler) getOrCreateConversation(platform, userID, title string) (
 	} else {
 		t = safeTruncateString(t, 50)
 	}
-	conv, err := h.db.CreateConversation(t)
+	meta := database.ConversationCreateMeta{Source: "robot:" + platform}
+	meta.ProjectID = effectiveProjectID(h.config, "")
+	conv, err := h.db.CreateConversation(t, meta)
 	if err != nil {
 		h.logger.Warn("创建机器人会话失败", zap.Error(err))
 		return "", false
@@ -188,7 +190,9 @@ func (h *RobotHandler) setRole(platform, userID, roleName string) {
 // clearConversation 清空当前会话（切换到新对话）
 func (h *RobotHandler) clearConversation(platform, userID string) (newConvID string) {
 	title := "新对话 " + time.Now().Format("01-02 15:04")
-	conv, err := h.db.CreateConversation(title)
+	meta := database.ConversationCreateMeta{Source: "robot:" + platform + ":new"}
+	meta.ProjectID = effectiveProjectID(h.config, "")
+	conv, err := h.db.CreateConversation(title, meta)
 	if err != nil {
 		h.logger.Warn("创建新对话失败", zap.Error(err))
 		return ""
@@ -230,7 +234,7 @@ func (h *RobotHandler) HandleMessage(platform, userID, text string) (reply strin
 			_ = h.db.UpdateConversationTitle(convID, newTitle)
 		}
 	}
-	ctx, cancel := context.WithTimeout(context.Background(), 5*time.Minute)
+	ctx, cancel := context.WithTimeout(context.Background(), h.robotMessageTimeout())
 	sk := h.sessionKey(platform, userID)
 	h.cancelMu.Lock()
 	h.runningCancels[sk] = cancel
@@ -242,12 +246,15 @@ func (h *RobotHandler) HandleMessage(platform, userID, text string) (reply strin
 		h.cancelMu.Unlock()
 	}()
 	role := h.getRole(platform, userID)
-	resp, newConvID, err := h.agentHandler.ProcessMessageForRobot(ctx, convID, text, role)
+	resp, newConvID, err := h.agentHandler.ProcessMessageForRobot(ctx, platform, convID, text, role)
 	if err != nil {
 		h.logger.Warn("机器人 Agent 执行失败", zap.String("platform", platform), zap.String("userID", userID), zap.Error(err))
 		if errors.Is(err, context.Canceled) {
 			return "任务已取消。"
 		}
+		if errors.Is(err, context.DeadlineExceeded) {
+			return "任务执行超时，请稍后重试或精简本次请求范围。"
+		}
 		return "处理失败: " + err.Error()
 	}
 	if newConvID != convID {
@@ -256,6 +263,11 @@ func (h *RobotHandler) HandleMessage(platform, userID, text string) (reply strin
 	return resp
 }
 
+func (h *RobotHandler) robotMessageTimeout() time.Duration {
+	// 机器人整次消息处理超时（与单次工具超时 agent.tool_timeout_minutes 解耦）。
+	return 10 * time.Hour
+}
+
 func (h *RobotHandler) cmdHelp() string {
 	return "**【CyberStrikeAI 机器人命令】**\n\n" +
 		"- `帮助` `help` — 显示本帮助 | Show this help\n" +

internal/handler/role.go

@@ -8,6 +8,7 @@ import (
 	"regexp"
 	"strings"
 
+	"cyberstrike-ai/internal/audit"
 	"cyberstrike-ai/internal/config"
 
 	"gopkg.in/yaml.v3"
@@ -21,6 +22,12 @@ type RoleHandler struct {
 	config     *config.Config
 	configPath string
 	logger     *zap.Logger
+	audit      *audit.Service
+}
+
+// SetAudit wires platform audit logging.
+func (h *RoleHandler) SetAudit(s *audit.Service) {
+	h.audit = s
 }
 
 // NewRoleHandler 创建新的角色处理器
@@ -174,6 +181,9 @@ func (h *RoleHandler) UpdateRole(c *gin.Context) {
 	}
 
 	h.logger.Info("更新角色", zap.String("oldKey", roleName), zap.String("newKey", finalKey), zap.String("name", req.Name))
+	if h.audit != nil {
+		h.audit.RecordOK(c, "role", "update", "更新角色", "role", finalKey, map[string]interface{}{"name": req.Name})
+	}
 	c.JSON(http.StatusOK, gin.H{
 		"message": "角色已更新",
 		"role":    req,
@@ -219,6 +229,9 @@ func (h *RoleHandler) CreateRole(c *gin.Context) {
 	}
 
 	h.logger.Info("创建角色", zap.String("roleName", req.Name))
+	if h.audit != nil {
+		h.audit.RecordOK(c, "role", "create", "创建角色", "role", req.Name, nil)
+	}
 	c.JSON(http.StatusOK, gin.H{
 		"message": "角色已创建",
 		"role":    req,
@@ -287,6 +300,9 @@ func (h *RoleHandler) DeleteRole(c *gin.Context) {
 	}
 
 	h.logger.Info("删除角色", zap.String("roleName", roleName))
+	if h.audit != nil {
+		h.audit.RecordOK(c, "role", "delete", "删除角色", "role", roleName, nil)
+	}
 	c.JSON(http.StatusOK, gin.H{
 		"message": "角色已删除",
 	})

internal/handler/skills.go

@@ -8,6 +8,7 @@ import (
 	"regexp"
 	"strings"
 
+	"cyberstrike-ai/internal/audit"
 	"cyberstrike-ai/internal/config"
 	"cyberstrike-ai/internal/database"
 	"cyberstrike-ai/internal/skillpackage"
@@ -23,6 +24,12 @@ type SkillsHandler struct {
 	configPath string
 	logger     *zap.Logger
 	db         *database.DB // 数据库连接（遗留统计；MCP list/read 已移除）
+	audit      *audit.Service
+}
+
+// SetAudit wires platform audit logging.
+func (h *SkillsHandler) SetAudit(s *audit.Service) {
+	h.audit = s
 }
 
 // NewSkillsHandler 创建新的Skills处理器
@@ -365,6 +372,9 @@ func (h *SkillsHandler) CreateSkill(c *gin.Context) {
 	}
 
 	h.logger.Info("创建skill成功", zap.String("skill", req.Name))
+	if h.audit != nil {
+		h.audit.RecordOK(c, "skill", "create", "创建 Skill", "skill", req.Name, nil)
+	}
 	c.JSON(http.StatusOK, gin.H{
 		"message": "skill已创建",
 		"skill": map[string]interface{}{
@@ -425,6 +435,9 @@ func (h *SkillsHandler) UpdateSkill(c *gin.Context) {
 	}
 
 	h.logger.Info("更新skill成功", zap.String("skill", skillName))
+	if h.audit != nil {
+		h.audit.RecordOK(c, "skill", "update", "更新 Skill", "skill", skillName, nil)
+	}
 	c.JSON(http.StatusOK, gin.H{
 		"message": "skill已更新",
 	})
@@ -459,6 +472,11 @@ func (h *SkillsHandler) DeleteSkill(c *gin.Context) {
 	}
 
 	h.logger.Info("删除skill成功", zap.String("skill", skillName))
+	if h.audit != nil {
+		h.audit.RecordOK(c, "skill", "delete", "删除 Skill", "skill", skillName, map[string]interface{}{
+			"affected_roles": affectedRoles,
+		})
+	}
 	c.JSON(http.StatusOK, gin.H{
 		"message":        responseMsg,
 		"affected_roles": affectedRoles,

internal/handler/terminal.go

@@ -253,5 +253,5 @@ func (h *TerminalHandler) RunCommandStream(c *gin.Context) {
 		flusher.Flush()
 	}
 
-	runCommandStreamImpl(cmd, sendEvent, ctx)
+	_ = runCommandStreamImpl(cmd, sendEvent, ctx)
 }

internal/handler/terminal_stream_unix.go

@@ -15,11 +15,11 @@ const ptyCols = 256
 const ptyRows = 40
 
 // runCommandStreamImpl 在 Unix 下用 PTY 执行，使 ping 等命令按终端宽度排版（isatty 为真）
-func runCommandStreamImpl(cmd *exec.Cmd, sendEvent func(streamEvent), ctx context.Context) {
+func runCommandStreamImpl(cmd *exec.Cmd, sendEvent func(streamEvent), ctx context.Context) int {
 	ptmx, err := pty.StartWithSize(cmd, &pty.Winsize{Cols: ptyCols, Rows: ptyRows})
 	if err != nil {
 		sendEvent(streamEvent{T: "exit", C: -1})
-		return
+		return -1
 	}
 	defer ptmx.Close()
 
@@ -43,4 +43,5 @@ func runCommandStreamImpl(cmd *exec.Cmd, sendEvent func(streamEvent), ctx contex
 		exitCode = -1
 	}
 	sendEvent(streamEvent{T: "exit", C: exitCode})
+	return exitCode
 }

internal/handler/terminal_stream_windows.go

@@ -11,20 +11,20 @@ import (
 )
 
 // runCommandStreamImpl 在 Windows 下用 stdout/stderr 管道执行
-func runCommandStreamImpl(cmd *exec.Cmd, sendEvent func(streamEvent), ctx context.Context) {
+func runCommandStreamImpl(cmd *exec.Cmd, sendEvent func(streamEvent), ctx context.Context) int {
 	stdoutPipe, err := cmd.StdoutPipe()
 	if err != nil {
 		sendEvent(streamEvent{T: "exit", C: -1})
-		return
+		return -1
 	}
 	stderrPipe, err := cmd.StderrPipe()
 	if err != nil {
 		sendEvent(streamEvent{T: "exit", C: -1})
-		return
+		return -1
 	}
 	if err := cmd.Start(); err != nil {
 		sendEvent(streamEvent{T: "exit", C: -1})
-		return
+		return -1
 	}
 
 	normalize := func(s string) string {
@@ -62,4 +62,5 @@ func runCommandStreamImpl(cmd *exec.Cmd, sendEvent func(streamEvent), ctx contex
 		exitCode = -1
 	}
 	sendEvent(streamEvent{T: "exit", C: exitCode})
+	return exitCode
 }

internal/handler/vulnerability.go

@@ -7,6 +7,7 @@ import (
 	"strings"
 	"time"
 
+	"cyberstrike-ai/internal/audit"
 	"cyberstrike-ai/internal/database"
 	"github.com/gin-gonic/gin"
 	"go.uber.org/zap"
@@ -16,6 +17,12 @@ import (
 type VulnerabilityHandler struct {
 	db     *database.DB
 	logger *zap.Logger
+	audit  *audit.Service
+}
+
+// SetAudit wires platform audit logging.
+func (h *VulnerabilityHandler) SetAudit(s *audit.Service) {
+	h.audit = s
 }
 
 // NewVulnerabilityHandler 创建新的漏洞处理器
@@ -29,6 +36,7 @@ func NewVulnerabilityHandler(db *database.DB, logger *zap.Logger) *Vulnerability
 // CreateVulnerabilityRequest 创建漏洞请求
 type CreateVulnerabilityRequest struct {
 	ConversationID  string `json:"conversation_id" binding:"required"`
+	ProjectID       string `json:"project_id"`
 	ConversationTag string `json:"conversation_tag"`
 	TaskTag         string `json:"task_tag"`
 	Title           string `json:"title" binding:"required"`
@@ -52,6 +60,7 @@ func (h *VulnerabilityHandler) CreateVulnerability(c *gin.Context) {
 
 	vuln := &database.Vulnerability{
 		ConversationID:  req.ConversationID,
+		ProjectID:       strings.TrimSpace(req.ProjectID),
 		ConversationTag: req.ConversationTag,
 		TaskTag:         req.TaskTag,
 		Title:           req.Title,
@@ -72,6 +81,11 @@ func (h *VulnerabilityHandler) CreateVulnerability(c *gin.Context) {
 		return
 	}
 
+	if h.audit != nil {
+		h.audit.RecordOK(c, "vulnerability", "create", "创建漏洞记录", "vulnerability", created.ID, map[string]interface{}{
+			"severity": created.Severity, "title": created.Title,
+		})
+	}
 	c.JSON(http.StatusOK, created)
 }
 
@@ -98,18 +112,30 @@ type ListVulnerabilitiesResponse struct {
 	TotalPages      int                       `json:"total_pages"`
 }
 
+func parseVulnerabilityListFilter(c *gin.Context) database.VulnerabilityListFilter {
+	q := strings.TrimSpace(c.Query("q"))
+	if q == "" {
+		q = strings.TrimSpace(c.Query("search"))
+	}
+	return database.VulnerabilityListFilter{
+		ProjectID: c.Query("project_id"),
+		ID:              c.Query("id"),
+		Search:          q,
+		ConversationID:  c.Query("conversation_id"),
+		Severity:        c.Query("severity"),
+		Status:          c.Query("status"),
+		TaskID:          c.Query("task_id"),
+		ConversationTag: c.Query("conversation_tag"),
+		TaskTag:         c.Query("task_tag"),
+	}
+}
+
 // ListVulnerabilities 列出漏洞
 func (h *VulnerabilityHandler) ListVulnerabilities(c *gin.Context) {
 	limitStr := c.DefaultQuery("limit", "20")
 	offsetStr := c.DefaultQuery("offset", "0")
 	pageStr := c.Query("page")
-	id := c.Query("id")
+	filter := parseVulnerabilityListFilter(c)
-	conversationID := c.Query("conversation_id")
-	severity := c.Query("severity")
-	status := c.Query("status")
-	taskID := c.Query("task_id")
-	conversationTag := c.Query("conversation_tag")
-	taskTag := c.Query("task_tag")
 
 	limit, _ := strconv.Atoi(limitStr)
 	offset, _ := strconv.Atoi(offsetStr)
@@ -131,7 +157,7 @@ func (h *VulnerabilityHandler) ListVulnerabilities(c *gin.Context) {
 	}
 
 	// 获取总数
-	total, err := h.db.CountVulnerabilities(id, conversationID, severity, status, taskID, conversationTag, taskTag)
+	total, err := h.db.CountVulnerabilities(filter)
 	if err != nil {
 		h.logger.Error("获取漏洞总数失败", zap.Error(err))
 		// 继续执行，使用0作为总数
@@ -139,7 +165,7 @@ func (h *VulnerabilityHandler) ListVulnerabilities(c *gin.Context) {
 	}
 
 	// 获取漏洞列表
-	vulnerabilities, err := h.db.ListVulnerabilities(limit, offset, id, conversationID, severity, status, taskID, conversationTag, taskTag)
+	vulnerabilities, err := h.db.ListVulnerabilities(limit, offset, filter)
 	if err != nil {
 		h.logger.Error("获取漏洞列表失败", zap.Error(err))
 		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
@@ -170,17 +196,18 @@ func (h *VulnerabilityHandler) ListVulnerabilities(c *gin.Context) {
 
 // UpdateVulnerabilityRequest 更新漏洞请求
 type UpdateVulnerabilityRequest struct {
-	ConversationTag string `json:"conversation_tag"`
+	ProjectID       *string `json:"project_id"`
-	TaskTag         string `json:"task_tag"`
+	ConversationTag string  `json:"conversation_tag"`
-	Title           string `json:"title"`
+	TaskTag         string  `json:"task_tag"`
-	Description     string `json:"description"`
+	Title           string  `json:"title"`
-	Severity        string `json:"severity"`
+	Description     string  `json:"description"`
-	Status          string `json:"status"`
+	Severity        string  `json:"severity"`
-	Type            string `json:"type"`
+	Status          string  `json:"status"`
-	Target          string `json:"target"`
+	Type            string  `json:"type"`
-	Proof           string `json:"proof"`
+	Target          string  `json:"target"`
-	Impact          string `json:"impact"`
+	Proof           string  `json:"proof"`
-	Recommendation  string `json:"recommendation"`
+	Impact          string  `json:"impact"`
+	Recommendation  string  `json:"recommendation"`
 }
 
 // UpdateVulnerability 更新漏洞
@@ -201,6 +228,9 @@ func (h *VulnerabilityHandler) UpdateVulnerability(c *gin.Context) {
 	}
 
 	// 更新字段
+	if req.ProjectID != nil {
+		existing.ProjectID = strings.TrimSpace(*req.ProjectID)
+	}
 	if req.ConversationTag != "" {
 		existing.ConversationTag = req.ConversationTag
 	}
@@ -249,6 +279,11 @@ func (h *VulnerabilityHandler) UpdateVulnerability(c *gin.Context) {
 		return
 	}
 
+	if h.audit != nil {
+		h.audit.RecordOK(c, "vulnerability", "update", "更新漏洞记录", "vulnerability", id, map[string]interface{}{
+			"severity": updated.Severity, "status": updated.Status, "project_id": updated.ProjectID,
+		})
+	}
 	c.JSON(http.StatusOK, updated)
 }
 
@@ -262,15 +297,25 @@ func (h *VulnerabilityHandler) DeleteVulnerability(c *gin.Context) {
 		return
 	}
 
+	if h.audit != nil {
+		h.audit.Record(c, audit.Entry{
+			Category:     "vulnerability",
+			Action:       "delete",
+			Result:       "success",
+			ResourceType: "vulnerability",
+			ResourceID:   id,
+			Message:      "删除漏洞记录",
+		})
+	}
+
 	c.JSON(http.StatusOK, gin.H{"message": "删除成功"})
 }
 
 // GetVulnerabilityStats 获取漏洞统计
 func (h *VulnerabilityHandler) GetVulnerabilityStats(c *gin.Context) {
-	conversationID := c.Query("conversation_id")
+	filter := parseVulnerabilityListFilter(c)
-	taskID := c.Query("task_id")
 
-	stats, err := h.db.GetVulnerabilityStats(conversationID, taskID)
+	stats, err := h.db.GetVulnerabilityStats(filter)
 	if err != nil {
 		h.logger.Error("获取漏洞统计失败", zap.Error(err))
 		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
@@ -304,15 +349,9 @@ func (h *VulnerabilityHandler) ExportVulnerabilities(c *gin.Context) {
 		return
 	}
 
-	id := c.Query("id")
+	filter := parseVulnerabilityListFilter(c)
-	conversationID := c.Query("conversation_id")
-	severity := c.Query("severity")
-	status := c.Query("status")
-	taskID := c.Query("task_id")
-	conversationTag := c.Query("conversation_tag")
-	taskTag := c.Query("task_tag")
 
-	total, err := h.db.CountVulnerabilities(id, conversationID, severity, status, taskID, conversationTag, taskTag)
+	total, err := h.db.CountVulnerabilities(filter)
 	if err != nil {
 		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
 		return
@@ -322,7 +361,7 @@ func (h *VulnerabilityHandler) ExportVulnerabilities(c *gin.Context) {
 		return
 	}
 
-	items, err := h.db.ListVulnerabilities(total, 0, id, conversationID, severity, status, taskID, conversationTag, taskTag)
+	items, err := h.db.ListVulnerabilities(total, 0, filter)
 	if err != nil {
 		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
 		return

internal/handler/webshell.go

@@ -2,6 +2,7 @@ package handler
 
 import (
 	"bytes"
+	"crypto/tls"
 	"database/sql"
 	"encoding/base64"
 	"encoding/json"
@@ -12,6 +13,7 @@ import (
 	"time"
 	"unicode/utf8"
 
+	"cyberstrike-ai/internal/audit"
 	"cyberstrike-ai/internal/database"
 
 	"github.com/gin-gonic/gin"
@@ -132,6 +134,16 @@ func quoteCmdPath(p string) string {
 	return "\"" + strings.ReplaceAll(p, "\"", "\"\"") + "\""
 }
 
+// normalizeWindowsCmdPath 把前端统一的 "/" 路径转换为 cmd 更稳定识别的 "\"。
+// 仅用于 Windows 命令构造，不改变语义（例如 "." / ".." 会保持不变）。
+func normalizeWindowsCmdPath(p string) string {
+	s := strings.TrimSpace(p)
+	if s == "" {
+		return s
+	}
+	return strings.ReplaceAll(s, "/", "\\")
+}
+
 // quotePsSingle 把字符串按 PowerShell 单引号字符串规则转义（内部 ' → ''）。
 // 供 PowerShell 脚本参数使用，全脚本只用单引号，外层 cmd 再用双引号包裹即可安全传递。
 func quotePsSingle(s string) string {
@@ -196,6 +208,7 @@ func (h *WebShellHandler) buildFileCommand(in fileCommandInput) (string, error)
 			p = "."
 		}
 		if targetOS == "windows" {
+			p = normalizeWindowsCmdPath(p)
 			return "dir /a " + quoteCmdPath(p), nil
 		}
 		return "ls -la " + quoteShellSinglePosix(p), nil
@@ -205,6 +218,7 @@ func (h *WebShellHandler) buildFileCommand(in fileCommandInput) (string, error)
 			return "", errFileOpPathRequired
 		}
 		if targetOS == "windows" {
+			path = normalizeWindowsCmdPath(path)
 			return "type " + quoteCmdPath(path), nil
 		}
 		return "cat " + quoteShellSinglePosix(path), nil
@@ -214,6 +228,7 @@ func (h *WebShellHandler) buildFileCommand(in fileCommandInput) (string, error)
 			return "", errFileOpPathRequired
 		}
 		if targetOS == "windows" {
+			path = normalizeWindowsCmdPath(path)
 			return "del /q /f " + quoteCmdPath(path), nil
 		}
 		return "rm -f " + quoteShellSinglePosix(path), nil
@@ -223,6 +238,7 @@ func (h *WebShellHandler) buildFileCommand(in fileCommandInput) (string, error)
 			return "", errFileOpPathRequired
 		}
 		if targetOS == "windows" {
+			path = normalizeWindowsCmdPath(path)
 			// cmd 的 md 默认会自动创建中间目录（等价于 Linux 的 mkdir -p）
 			return "md " + quoteCmdPath(path), nil
 		}
@@ -235,6 +251,8 @@ func (h *WebShellHandler) buildFileCommand(in fileCommandInput) (string, error)
 			return "", errFileOpRenameNeedsBothPaths
 		}
 		if targetOS == "windows" {
+			oldPath = normalizeWindowsCmdPath(oldPath)
+			newPath = normalizeWindowsCmdPath(newPath)
 			return "move /y " + quoteCmdPath(oldPath) + " " + quoteCmdPath(newPath), nil
 		}
 		return "mv -f " + quoteShellSinglePosix(oldPath) + " " + quoteShellSinglePosix(newPath), nil
@@ -247,6 +265,7 @@ func (h *WebShellHandler) buildFileCommand(in fileCommandInput) (string, error)
 		// 这样既能写入任意二进制/含引号的文本，又避免各家 shell 的转义地狱。
 		b64 := base64.StdEncoding.EncodeToString([]byte(in.Content))
 		if targetOS == "windows" {
+			path = normalizeWindowsCmdPath(path)
 			return buildWindowsPowerShellWrite(path, b64), nil
 		}
 		return "echo '" + b64 + "' | base64 -d > " + quoteShellSinglePosix(path), nil
@@ -259,6 +278,7 @@ func (h *WebShellHandler) buildFileCommand(in fileCommandInput) (string, error)
 			return "", errFileOpUploadTooLarge
 		}
 		if targetOS == "windows" {
+			path = normalizeWindowsCmdPath(path)
 			return buildWindowsPowerShellWrite(path, in.Content), nil
 		}
 		return "echo '" + in.Content + "' | base64 -d > " + quoteShellSinglePosix(path), nil
@@ -268,6 +288,7 @@ func (h *WebShellHandler) buildFileCommand(in fileCommandInput) (string, error)
 			return "", errFileOpPathRequired
 		}
 		if targetOS == "windows" {
+			path = normalizeWindowsCmdPath(path)
 			if in.ChunkIndex == 0 {
 				return buildWindowsPowerShellWrite(path, in.Content), nil
 			}
@@ -304,6 +325,12 @@ type WebShellHandler struct {
 	logger *zap.Logger
 	client *http.Client
 	db     *database.DB
+	audit  *audit.Service
+}
+
+// SetAudit wires platform audit logging.
+func (h *WebShellHandler) SetAudit(s *audit.Service) {
+	h.audit = s
 }
 
 // NewWebShellHandler 创建 WebShell 处理器，db 可为 nil（连接配置接口将不可用）
@@ -311,8 +338,12 @@ func NewWebShellHandler(logger *zap.Logger, db *database.DB) *WebShellHandler {
 	return &WebShellHandler{
 		logger: logger,
 		client: &http.Client{
-			Timeout:   30 * time.Second,
+			Timeout: 30 * time.Second,
-			Transport: &http.Transport{DisableKeepAlives: false},
+			Transport: &http.Transport{
+				DisableKeepAlives: false,
+				// WebShell 场景常见自签证书或 IP 访问（证书无 IP SAN）；默认跳过校验，与蚁剑等客户端一致。
+				TLSClientConfig: &tls.Config{InsecureSkipVerify: true}, //nolint:gosec // intentional for webshell proxy
+			},
 		},
 		db: db,
 	}
@@ -403,6 +434,15 @@ func (h *WebShellHandler) CreateConnection(c *gin.Context) {
 		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
 		return
 	}
+	if h.audit != nil {
+		host := req.URL
+		if u, err := url.Parse(req.URL); err == nil {
+			host = u.Host
+		}
+		h.audit.RecordOK(c, "webshell", "connection_create", "创建 WebShell 连接", "webshell_connection", conn.ID, map[string]interface{}{
+			"host": host, "type": shellType,
+		})
+	}
 	c.JSON(http.StatusOK, conn)
 }
 
@@ -485,6 +525,9 @@ func (h *WebShellHandler) DeleteConnection(c *gin.Context) {
 		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
 		return
 	}
+	if h.audit != nil {
+		h.audit.RecordOK(c, "webshell", "connection_delete", "删除 WebShell 连接", "webshell_connection", id, nil)
+	}
 	c.JSON(http.StatusOK, gin.H{"ok": true})
 }
 
@@ -714,8 +757,9 @@ func (h *WebShellHandler) Exec(c *gin.Context) {
 	output := decodeWebshellOutput(out, req.Encoding)
 	httpCode := resp.StatusCode
 
+	ok := resp.StatusCode == http.StatusOK
 	c.JSON(http.StatusOK, ExecResponse{
-		OK:       resp.StatusCode == http.StatusOK,
+		OK:       ok,
 		Output:   output,
 		HTTPCode: httpCode,
 	})

internal/handler/webshell_context.go

@@ -15,7 +15,7 @@ const WebshellSkillHintMultiAgent = "Skills 包请使用 Eino 多代理内置 `s
 
 // webshellAssistantToolList AI 助手在 WebShell 上下文下允许使用的工具清单（展示给模型用）。
 // 注意：此处只是展示字符串，真正的权限限制是在调用方设置的 roleTools 切片里。
-const webshellAssistantToolList = "webshell_exec、webshell_file_list、webshell_file_read、webshell_file_write、record_vulnerability、list_knowledge_risk_types、search_knowledge_base"
+const webshellAssistantToolList = "webshell_exec、webshell_file_list、webshell_file_read、webshell_file_write、record_vulnerability、list_vulnerabilities、get_vulnerability、upsert_project_fact、get_project_fact、list_project_facts、search_project_facts、deprecate_project_fact、restore_project_fact、list_knowledge_risk_types、search_knowledge_base"
 
 // BuildWebshellAssistantContext 根据连接信息与用户原始消息组装 AI 助手的上下文提示词。
 // 上下文包含：连接 ID、备注、目标系统（及对应命令集建议）、响应编码、可用工具清单、Skills 加载入口、
@@ -65,7 +65,7 @@ func BuildWebshellAssistantContext(conn *database.WebShellConnection, skillHint,
 	b.WriteString(conn.ID)
 	b.WriteString("\"）：")
 	b.WriteString(webshellAssistantToolList)
-	b.WriteString("。")
+	b.WriteString("。边渗透边记录：每确认新认知即 upsert_project_fact，每验证漏洞即 record_vulnerability，勿等会话结束。")
 	b.WriteString(skillHint)
 	b.WriteString("\n\n用户请求：")
 	b.WriteString(userMsg)

internal/mcp/builtin/constants.go

@@ -4,7 +4,17 @@ package builtin
 // 所有代码中使用内置工具名称的地方都应该使用这些常量，而不是硬编码字符串
 const (
 	// 漏洞管理工具
-	ToolRecordVulnerability = "record_vulnerability"
+	ToolRecordVulnerability  = "record_vulnerability"
+	ToolListVulnerabilities  = "list_vulnerabilities"
+	ToolGetVulnerability     = "get_vulnerability"
+
+	// 项目黑板（事实）工具
+	ToolUpsertProjectFact    = "upsert_project_fact"
+	ToolGetProjectFact       = "get_project_fact"
+	ToolListProjectFacts     = "list_project_facts"
+	ToolSearchProjectFacts   = "search_project_facts"
+	ToolDeprecateProjectFact = "deprecate_project_fact"
+	ToolRestoreProjectFact   = "restore_project_fact"
 
 	// 知识库工具
 	ToolListKnowledgeRiskTypes = "list_knowledge_risk_types"
@@ -53,6 +63,14 @@ const (
 func IsBuiltinTool(toolName string) bool {
 	switch toolName {
 	case ToolRecordVulnerability,
+		ToolListVulnerabilities,
+		ToolGetVulnerability,
+		ToolUpsertProjectFact,
+		ToolGetProjectFact,
+		ToolListProjectFacts,
+		ToolSearchProjectFacts,
+		ToolDeprecateProjectFact,
+		ToolRestoreProjectFact,
 		ToolListKnowledgeRiskTypes,
 		ToolSearchKnowledgeBase,
 		ToolWebshellExec,
@@ -96,6 +114,14 @@ func IsBuiltinTool(toolName string) bool {
 func GetAllBuiltinTools() []string {
 	return []string{
 		ToolRecordVulnerability,
+		ToolListVulnerabilities,
+		ToolGetVulnerability,
+		ToolUpsertProjectFact,
+		ToolGetProjectFact,
+		ToolListProjectFacts,
+		ToolSearchProjectFacts,
+		ToolDeprecateProjectFact,
+		ToolRestoreProjectFact,
 		ToolListKnowledgeRiskTypes,
 		ToolSearchKnowledgeBase,
 		ToolWebshellExec,

internal/multiagent/eino_adk_run_loop.go

@@ -77,6 +77,9 @@ type einoADKRunLoopArgs struct {
 	StreamsMainAssistant func(agent string) bool
 	EinoRoleTag          func(agent string) string
 	CheckpointDir        string
+	// RunRetryMaxAttempts / RunRetryMaxBackoffSec：429、5xx、网络抖动时的指数退避续跑（0=默认 10 次 / 30s 上限）。
+	RunRetryMaxAttempts  int
+	RunRetryMaxBackoffSec int
 
 	McpIDsMu *sync.Mutex
 	McpIDs   *[]string
@@ -181,14 +184,19 @@ func runEinoADKAgentLoop(ctx context.Context, args *einoADKRunLoopArgs, baseMsgs
 	mainAgentToolStep := make(map[string]int)
 	pendingByID := make(map[string]toolCallPendingInfo)
 	pendingQueueByAgent := make(map[string][]string)
+	var pendingMu sync.Mutex
 	markPending := func(tc toolCallPendingInfo) {
 		if tc.ToolCallID == "" {
 			return
 		}
+		pendingMu.Lock()
+		defer pendingMu.Unlock()
 		pendingByID[tc.ToolCallID] = tc
 		pendingQueueByAgent[tc.EinoAgent] = append(pendingQueueByAgent[tc.EinoAgent], tc.ToolCallID)
 	}
 	popNextPendingForAgent := func(agentName string) (toolCallPendingInfo, bool) {
+		pendingMu.Lock()
+		defer pendingMu.Unlock()
 		q := pendingQueueByAgent[agentName]
 		for len(q) > 0 {
 			id := q[0]
@@ -205,19 +213,42 @@ func runEinoADKAgentLoop(ctx context.Context, args *einoADKRunLoopArgs, baseMsgs
 		if toolCallID == "" {
 			return
 		}
+		pendingMu.Lock()
+		defer pendingMu.Unlock()
 		delete(pendingByID, toolCallID)
 	}
+	popAnyPending := func() (toolCallPendingInfo, bool) {
+		pendingMu.Lock()
+		defer pendingMu.Unlock()
+		for id, tc := range pendingByID {
+			delete(pendingByID, id)
+			return tc, true
+		}
+		return toolCallPendingInfo{}, false
+	}
+	pendingCount := func() int {
+		pendingMu.Lock()
+		defer pendingMu.Unlock()
+		return len(pendingByID)
+	}
 	flushAllPendingAsFailed := func(err error) {
+		pendingMu.Lock()
+		pendingSnapshot := make([]toolCallPendingInfo, 0, len(pendingByID))
+		for _, tc := range pendingByID {
+			pendingSnapshot = append(pendingSnapshot, tc)
+		}
+		pendingByID = make(map[string]toolCallPendingInfo)
+		pendingQueueByAgent = make(map[string][]string)
+		pendingMu.Unlock()
+
 		if progress == nil {
-			pendingByID = make(map[string]toolCallPendingInfo)
-			pendingQueueByAgent = make(map[string][]string)
 			return
 		}
 		msg := ""
 		if err != nil {
 			msg = err.Error()
 		}
-		for _, tc := range pendingByID {
+		for _, tc := range pendingSnapshot {
 			toolName := tc.ToolName
 			if strings.TrimSpace(toolName) == "" {
 				toolName = "unknown"
@@ -235,8 +266,6 @@ func runEinoADKAgentLoop(ctx context.Context, args *einoADKRunLoopArgs, baseMsgs
 				"source":         "eino",
 			})
 		}
-		pendingByID = make(map[string]toolCallPendingInfo)
-		pendingQueueByAgent = make(map[string][]string)
 	}
 
 	// 最近一次成功的 Eino filesystem execute 的标准输出（trim）：用于抑制模型紧接着复述同一字符串时的重复「助手输出」时间线。
@@ -316,7 +345,9 @@ func runEinoADKAgentLoop(ctx context.Context, args *einoADKRunLoopArgs, baseMsgs
 	}
 
 	runnerCfg := adk.RunnerConfig{
-		Agent:           da,
+		Agent: da,
+		// 启用 ADK 流式事件：plan_execute 也需要输出 reasoning/response 流，
+		// 与 deep/supervisor/eino_single 的前端体验保持一致。
 		EnableStreaming: true,
 	}
 	var cpStore *fileCheckPointStore
@@ -437,6 +468,28 @@ func runEinoADKAgentLoop(ctx context.Context, args *einoADKRunLoopArgs, baseMsgs
 		return runErr
 	}
 
+	// maybeRetryTransientRun：不在此层 runner.Run/Resume；由 handler 落库 + loadHistoryFromAgentTrace 分段续跑（同中断并继续）。
+	maybeRetryTransientRun := func(runErr error) (retry bool, fatal error) {
+		if runErr == nil || !isEinoTransientRunError(runErr) {
+			return false, handleRunErr(runErr)
+		}
+		if logger != nil {
+			logger.Warn("eino transient error, ending run segment for handler resume",
+				zap.Error(runErr),
+				zap.String("orchestration", orchMode))
+		}
+		if progress != nil {
+			progress("eino_run_retry", "遇到临时错误（限流或网络波动），将保存上下文并重试…", map[string]interface{}{
+				"conversationId": conversationID,
+				"source":         "eino",
+				"orchestration":  orchMode,
+				"error":          runErr.Error(),
+				"resumeKind":     "trace_segment",
+			})
+		}
+		return false, ErrTransientRetryContinue
+	}
+
 	takePartial := func(runErr error) (*RunResult, error) {
 		if len(runAccumulatedMsgs) <= baseAccumulatedCount {
 			return nil, runErr
@@ -494,8 +547,7 @@ func runEinoADKAgentLoop(ctx context.Context, args *einoADKRunLoopArgs, baseMsgs
 				}
 				return takePartial(ctxErr)
 			}
-			if len(pendingByID) > 0 {
+			if orphanCount := pendingCount(); orphanCount > 0 {
-				orphanCount := len(pendingByID)
 				flushAllPendingAsFailed(errors.New("pending tool call missing result before run completion"))
 				if progress != nil {
 					progress("eino_pending_orphaned", "pending tool calls were force-closed at run end", map[string]interface{}{
@@ -519,7 +571,7 @@ func runEinoADKAgentLoop(ctx context.Context, args *einoADKRunLoopArgs, baseMsgs
 			continue
 		}
 		if ev.Err != nil {
-			if retErr := handleRunErr(ev.Err); retErr != nil {
+			if _, retErr := maybeRetryTransientRun(ev.Err); retErr != nil {
 				return takePartial(retErr)
 			}
 		}
@@ -821,7 +873,7 @@ func runEinoADKAgentLoop(ctx context.Context, args *einoADKRunLoopArgs, baseMsgs
 						"einoRole":       einoRoleTag(ev.AgentName),
 					})
 				}
-				if retErr := handleRunErr(streamRecvErr); retErr != nil {
+				if _, retErr := maybeRetryTransientRun(streamRecvErr); retErr != nil {
 					return takePartial(retErr)
 				}
 			}
@@ -932,12 +984,8 @@ func runEinoADKAgentLoop(ctx context.Context, args *einoADKRunLoopArgs, baseMsgs
 					toolCallID = inferred.ToolCallID
 				} else if inferred, ok := popNextPendingForAgent(""); ok {
 					toolCallID = inferred.ToolCallID
-				} else {
+				} else if inferred, ok := popAnyPending(); ok {
-					for id := range pendingByID {
+					toolCallID = inferred.ToolCallID
-						toolCallID = id
-						delete(pendingByID, id)
-						break
-					}
 				}
 			}
 			if toolCallID != "" {

internal/multiagent/eino_orchestration.go

@@ -59,6 +59,7 @@ func NewPlanExecuteRoot(ctx context.Context, a *PlanExecuteRootArgs) (adk.Resuma
 	}
 	plannerCfg := &planexecute.PlannerConfig{
 		ToolCallingChatModel: tcm,
+		NewPlan:              newLenientPlan,
 	}
 	if fn := planExecutePlannerGenInput(a.OrchInstruction, a.AppCfg, a.MwCfg, a.Logger, a.ModelName, a.ConversationID, a.PlannerReplannerRewriteHandlers); fn != nil {
 		plannerCfg.GenInputFn = fn
@@ -70,6 +71,7 @@ func NewPlanExecuteRoot(ctx context.Context, a *PlanExecuteRootArgs) (adk.Resuma
 	replanner, err := planexecute.NewReplanner(ctx, &planexecute.ReplannerConfig{
 		ChatModel:  tcm,
 		GenInputFn: planExecuteReplannerGenInput(a.OrchInstruction, a.AppCfg, a.MwCfg, a.Logger, a.ModelName, a.ConversationID, a.PlannerReplannerRewriteHandlers),
+		NewPlan:    newLenientPlan,
 	})
 	if err != nil {
 		return nil, fmt.Errorf("plan_execute replanner: %w", err)
@@ -146,14 +148,12 @@ func planExecutePlannerGenInput(
 	}
 	return func(ctx context.Context, userInput []adk.Message) ([]adk.Message, error) {
 		userInput = capPlanExecuteUserInputMessages(userInput, appCfg, mwCfg)
-		msgs := make([]adk.Message, 0, 1+len(userInput))
+		msgs := make([]adk.Message, 0, len(userInput))
-		if oi != "" {
-			msgs = append(msgs, schema.SystemMessage(oi))
-		}
 		msgs = append(msgs, userInput...)
 		if rewritten, rerr := applyBeforeModelRewriteHandlers(ctx, msgs, rewriteHandlers); rerr == nil && len(rewritten) > 0 {
 			msgs = rewritten
 		}
+		msgs = normalizeSingleLeadingSystemMessage(msgs, oi)
 		logPlanExecuteModelInputEstimate(logger, modelName, conversationID, "plan_execute_planner", msgs)
 		return msgs, nil
 	}
@@ -182,9 +182,7 @@ func planExecuteExecutorGenInput(
 		if err != nil {
 			return nil, err
 		}
-		if oi != "" {
+		userMsgs = normalizeSingleLeadingSystemMessage(userMsgs, oi)
-			userMsgs = append([]adk.Message{schema.SystemMessage(oi)}, userMsgs...)
-		}
 		logPlanExecuteModelInputEstimate(logger, modelName, conversationID, "plan_execute_executor_gen_input", userMsgs)
 		return userMsgs, nil
 	}
@@ -231,17 +229,54 @@ func planExecuteReplannerGenInput(
 		if err != nil {
 			return nil, err
 		}
-		if oi != "" {
-			msgs = append([]adk.Message{schema.SystemMessage(oi)}, msgs...)
-		}
 		if rewritten, rerr := applyBeforeModelRewriteHandlers(ctx, msgs, rewriteHandlers); rerr == nil && len(rewritten) > 0 {
 			msgs = rewritten
 		}
+		msgs = normalizeSingleLeadingSystemMessage(msgs, oi)
 		logPlanExecuteModelInputEstimate(logger, modelName, conversationID, "plan_execute_replanner", msgs)
 		return msgs, nil
 	}
 }
 
+// normalizeSingleLeadingSystemMessage enforces a provider-friendly message shape:
+// exactly one system message at index 0 (when any system context exists).
+// For strict OpenAI-compatible backends (e.g. qwen/vllm templates), this avoids
+// "System message must be at the beginning" caused by multiple/disordered system messages.
+func normalizeSingleLeadingSystemMessage(msgs []adk.Message, extraSystem string) []adk.Message {
+	extraSystem = strings.TrimSpace(extraSystem)
+	if len(msgs) == 0 {
+		if extraSystem == "" {
+			return msgs
+		}
+		return []adk.Message{schema.SystemMessage(extraSystem)}
+	}
+
+	systemParts := make([]string, 0, 2)
+	if extraSystem != "" {
+		systemParts = append(systemParts, extraSystem)
+	}
+	nonSystem := make([]adk.Message, 0, len(msgs))
+	for _, msg := range msgs {
+		if msg == nil {
+			continue
+		}
+		if msg.Role == schema.System {
+			if s := strings.TrimSpace(msg.Content); s != "" {
+				systemParts = append(systemParts, s)
+			}
+			continue
+		}
+		nonSystem = append(nonSystem, msg)
+	}
+	if len(systemParts) == 0 {
+		return nonSystem
+	}
+	out := make([]adk.Message, 0, len(nonSystem)+1)
+	out = append(out, schema.SystemMessage(strings.Join(systemParts, "\n\n")))
+	out = append(out, nonSystem...)
+	return out
+}
+
 func capPlanExecuteUserInputMessages(input []adk.Message, appCfg *config.Config, mwCfg *config.MultiAgentEinoMiddlewareConfig) []adk.Message {
 	if len(input) == 0 {
 		return input

internal/multiagent/eino_orchestration_system_message_test.go

@@ -0,0 +1,45 @@
+package multiagent
+
+import (
+	"testing"
+
+	"github.com/cloudwego/eino/adk"
+	"github.com/cloudwego/eino/schema"
+)
+
+func TestNormalizeSingleLeadingSystemMessage_MergesMultipleSystems(t *testing.T) {
+	in := []adk.Message{
+		schema.SystemMessage("sys-1"),
+		schema.UserMessage("u1"),
+		schema.SystemMessage("sys-2"),
+		schema.AssistantMessage("a1", nil),
+	}
+	out := normalizeSingleLeadingSystemMessage(in, "orch")
+	if len(out) != 3 {
+		t.Fatalf("unexpected output length: got %d want 3", len(out))
+	}
+	if out[0].Role != schema.System {
+		t.Fatalf("first message role must be system, got %s", out[0].Role)
+	}
+	if got := out[0].Content; got != "orch\n\nsys-1\n\nsys-2" {
+		t.Fatalf("unexpected merged system content: %q", got)
+	}
+	if out[1].Role != schema.User || out[2].Role != schema.Assistant {
+		t.Fatalf("non-system message order changed unexpectedly")
+	}
+}
+
+func TestNormalizeSingleLeadingSystemMessage_NoSystemKeepsFlow(t *testing.T) {
+	in := []adk.Message{
+		schema.UserMessage("u1"),
+		schema.AssistantMessage("a1", nil),
+	}
+	out := normalizeSingleLeadingSystemMessage(in, "")
+	if len(out) != 2 {
+		t.Fatalf("unexpected output length: got %d want 2", len(out))
+	}
+	if out[0].Role != schema.User || out[1].Role != schema.Assistant {
+		t.Fatalf("message order changed unexpectedly")
+	}
+}
+

internal/multiagent/eino_single_runner.go

@@ -13,12 +13,12 @@ import (
 	"cyberstrike-ai/internal/config"
 	"cyberstrike-ai/internal/einomcp"
 	"cyberstrike-ai/internal/openai"
+	"cyberstrike-ai/internal/project"
 	"cyberstrike-ai/internal/reasoning"
 
 	einoopenai "github.com/cloudwego/eino-ext/components/model/openai"
 	"github.com/cloudwego/eino/adk"
 	"github.com/cloudwego/eino/compose"
-	"github.com/cloudwego/eino/schema"
 	"go.uber.org/zap"
 )
 
@@ -39,6 +39,7 @@ func RunEinoSingleChatModelAgent(
 	roleTools []string,
 	progress func(eventType, message string, data interface{}),
 	reasoningClient *reasoning.ClientIntent,
+	systemPromptExtra string,
 ) (*RunResult, error) {
 	if appCfg == nil || ag == nil {
 		return nil, fmt.Errorf("eino single: 配置或 Agent 为空")
@@ -178,7 +179,8 @@ func RunEinoSingleChatModelAgent(
 		},
 		EmitInternalEvents: true,
 	}
-	ins := injectToolNamesOnlyInstruction(ctx, ag.EinoSingleAgentSystemInstruction(), mainTools, singleToolSearchActive)
+	ins := project.AppendSystemPromptBlock(ag.EinoSingleAgentSystemInstruction(), systemPromptExtra)
+	ins = injectToolNamesOnlyInstruction(ctx, ins, mainTools, singleToolSearchActive)
 	if logger != nil {
 		names := collectToolNames(ctx, mainTools)
 		mountedNames := collectToolNames(ctx, mainToolsForCfg)
@@ -213,7 +215,7 @@ func RunEinoSingleChatModelAgent(
 	}
 
 	baseMsgs := historyToMessages(history, appCfg, &ma.EinoMiddleware)
-	baseMsgs = append(baseMsgs, schema.UserMessage(userMessage))
+	baseMsgs = appendUserMessageIfNeeded(baseMsgs, userMessage)
 
 	streamsMainAssistant := func(agent string) bool {
 		return agent == "" || agent == einoSingleAgentName
@@ -233,6 +235,8 @@ func RunEinoSingleChatModelAgent(
 		StreamsMainAssistant:    streamsMainAssistant,
 		EinoRoleTag:             einoRoleTag,
 		CheckpointDir:           ma.EinoMiddleware.CheckpointDir,
+		RunRetryMaxAttempts:     ma.EinoMiddleware.RunRetryMaxAttempts,
+		RunRetryMaxBackoffSec:   ma.EinoMiddleware.RunRetryMaxBackoffSec,
 		McpIDsMu:                &mcpIDsMu,
 		McpIDs:                  &mcpIDs,
 		FilesystemMonitorAgent:  ag,

internal/multiagent/eino_transient_retry.go

@@ -0,0 +1,177 @@
+package multiagent
+
+import (
+	"context"
+	"errors"
+	"io"
+	"strings"
+	"time"
+
+	"cyberstrike-ai/internal/config"
+
+	"github.com/cloudwego/eino/adk"
+	"github.com/cloudwego/eino/schema"
+)
+
+const (
+	defaultEinoRunRetryMaxAttempts = 10
+	defaultEinoRunRetryMaxBackoff  = 30 * time.Second
+)
+
+// isEinoTransientRunError 判断 ADK 运行期错误是否适合指数退避续跑（429、5xx、网络抖动等）。
+// 用户取消、超时、迭代上限等由 run loop 单独处理，不在此列。
+func isEinoTransientRunError(err error) bool {
+	if err == nil {
+		return false
+	}
+	// io.EOF 常见于流式正常收尾，不应触发分段重试。
+	if errors.Is(err, io.EOF) {
+		return false
+	}
+	if errors.Is(err, context.Canceled) || errors.Is(err, context.DeadlineExceeded) {
+		return false
+	}
+	if isEinoIterationLimitError(err) {
+		return false
+	}
+	msg := strings.ToLower(strings.TrimSpace(err.Error()))
+	if msg == "" {
+		return false
+	}
+	transientMarkers := []string{
+		"406",
+		"429",
+		"too many requests",
+		"rate limit",
+		"rate_limit",
+		"ratelimit",
+		"quota exceeded",
+		"overloaded",
+		"capacity",
+		"temporarily unavailable",
+		"service unavailable",
+		"bad gateway",
+		"gateway timeout",
+		"internal server error",
+		"connection reset",
+		"connection refused",
+		"connection closed",
+		"i/o timeout",
+		"no such host",
+		"network is unreachable",
+		"broken pipe",
+		"read tcp",
+		"write tcp",
+		"dial tcp",
+		"tls handshake timeout",
+		"stream error",
+		"unexpected eof",
+		"unexpected end of json",
+		"status code: 406",
+		"status code: 502",
+		"502",
+		"503",
+		"504",
+		"500",
+	}
+	for _, m := range transientMarkers {
+		if strings.Contains(msg, m) {
+			return true
+		}
+	}
+	return false
+}
+
+func einoRunRetryMaxAttempts(args *einoADKRunLoopArgs) int {
+	if args != nil && args.RunRetryMaxAttempts > 0 {
+		return args.RunRetryMaxAttempts
+	}
+	return defaultEinoRunRetryMaxAttempts
+}
+
+// RunRetryMaxAttemptsFromConfig 供 handler 分段续跑计数（与 eino_middleware.run_retry_max_attempts 一致）。
+func RunRetryMaxAttemptsFromConfig(mw *config.MultiAgentEinoMiddlewareConfig) int {
+	if mw != nil && mw.RunRetryMaxAttempts > 0 {
+		return mw.RunRetryMaxAttempts
+	}
+	return defaultEinoRunRetryMaxAttempts
+}
+
+// TransientRetryBackoff 供 handler 在分段续跑前退避。
+func TransientRetryBackoff(attempt int, maxBackoffSec int) time.Duration {
+	max := defaultEinoRunRetryMaxBackoff
+	if maxBackoffSec > 0 {
+		max = time.Duration(maxBackoffSec) * time.Second
+	}
+	return einoTransientRetryBackoff(attempt, max)
+}
+
+func einoRunRetryMaxBackoff(args *einoADKRunLoopArgs) time.Duration {
+	if args != nil && args.RunRetryMaxBackoffSec > 0 {
+		return time.Duration(args.RunRetryMaxBackoffSec) * time.Second
+	}
+	return defaultEinoRunRetryMaxBackoff
+}
+
+// einoRunRestartContextSource 描述无 checkpoint Resume 时 Run 使用的消息来源（日志/SSE）。
+type einoRunRestartContextSource string
+
+const (
+	einoRestartContextInitial     einoRunRestartContextSource = "initial"
+	einoRestartContextAccumulated einoRunRestartContextSource = "accumulated"
+	einoRestartContextModelTrace  einoRunRestartContextSource = "model_trace"
+)
+
+// einoMessagesForRunRestart 在退避后重新 Run 时选用最完整的上下文：
+// 1) ModelFacingTrace（与模型实际入参一致） 2) 事件流累积的 runAccumulatedMsgs 3) 初始 msgs。
+func einoMessagesForRunRestart(args *einoADKRunLoopArgs, baseMsgs, accumulated []adk.Message, baseCount int) ([]adk.Message, einoRunRestartContextSource) {
+	if trace := persistTraceSource(args, nil); len(trace) > 0 {
+		return append([]adk.Message(nil), trace...), einoRestartContextModelTrace
+	}
+	if len(accumulated) > baseCount {
+		return append([]adk.Message(nil), accumulated...), einoRestartContextAccumulated
+	}
+	return append([]adk.Message(nil), baseMsgs...), einoRestartContextInitial
+}
+
+// adkMessagesHasUserContent 从尾部向前查找，是否已有与 want 相同的 user 消息（避免重复 append）。
+func adkMessagesHasUserContent(msgs []adk.Message, want string) bool {
+	want = strings.TrimSpace(want)
+	if want == "" {
+		return true
+	}
+	for i := len(msgs) - 1; i >= 0; i-- {
+		m := msgs[i]
+		if m == nil {
+			continue
+		}
+		if m.Role == schema.User {
+			return strings.TrimSpace(m.Content) == want
+		}
+		if m.Role == schema.Assistant || m.Role == schema.Tool {
+			continue
+		}
+		break
+	}
+	return false
+}
+
+// appendUserMessageIfNeeded 在 history 轨迹之后追加本轮 user 消息（仅当轨迹中尚未包含该句）。
+func appendUserMessageIfNeeded(msgs []adk.Message, userMessage string) []adk.Message {
+	if strings.TrimSpace(userMessage) == "" || adkMessagesHasUserContent(msgs, userMessage) {
+		return msgs
+	}
+	return append(msgs, schema.UserMessage(userMessage))
+}
+
+// einoTransientRetryBackoff 指数退避：2s, 4s, 8s… capped by maxBackoff。
+func einoTransientRetryBackoff(attempt int, maxBackoff time.Duration) time.Duration {
+	if attempt < 0 {
+		attempt = 0
+	}
+	backoff := time.Duration(1<<uint(attempt+1)) * time.Second
+	if maxBackoff > 0 && backoff > maxBackoff {
+		backoff = maxBackoff
+	}
+	return backoff
+}

internal/multiagent/eino_transient_retry_test.go

@@ -0,0 +1,108 @@
+package multiagent
+
+import (
+	"context"
+	"errors"
+	"io"
+	"testing"
+	"time"
+
+	"github.com/cloudwego/eino/adk"
+	"github.com/cloudwego/eino/schema"
+)
+
+func TestIsEinoTransientRunError(t *testing.T) {
+	t.Parallel()
+	cases := []struct {
+		name string
+		err  error
+		want bool
+	}{
+		{"nil", nil, false},
+		{"io eof", io.EOF, false},
+		{"plain eof text", errors.New("EOF"), false},
+		{"429", errors.New("HTTP 429 Too Many Requests"), true},
+		{"rate limit", errors.New(`{"error":"rate limit exceeded"}`), true},
+		{"connection reset", errors.New("read tcp: connection reset by peer"), true},
+		{"unexpected eof", errors.New("unexpected EOF"), true},
+		{"503", errors.New("upstream returned 503"), true},
+		{"iteration limit", errors.New("max iteration reached"), false},
+		{"canceled", context.Canceled, false},
+		{"deadline", context.DeadlineExceeded, false},
+		{"auth", errors.New("invalid api key"), false},
+	}
+	for _, tc := range cases {
+		tc := tc
+		t.Run(tc.name, func(t *testing.T) {
+			t.Parallel()
+			if got := isEinoTransientRunError(tc.err); got != tc.want {
+				t.Fatalf("isEinoTransientRunError(%v) = %v, want %v", tc.err, got, tc.want)
+			}
+		})
+	}
+}
+
+func TestEinoTransientRetryBackoff(t *testing.T) {
+	t.Parallel()
+	max := 30 * time.Second
+	if got := einoTransientRetryBackoff(0, max); got != 2*time.Second {
+		t.Fatalf("attempt 0: got %v", got)
+	}
+	if got := einoTransientRetryBackoff(4, max); got != 30*time.Second {
+		t.Fatalf("attempt 4 capped: got %v", got)
+	}
+}
+
+func TestEinoMessagesForRunRestart(t *testing.T) {
+	t.Parallel()
+	base := []adk.Message{schema.UserMessage("hi")}
+	acc := append([]adk.Message(nil), base...)
+	acc = append(acc, schema.AssistantMessage("step1", nil))
+
+	got, src := einoMessagesForRunRestart(nil, base, acc, len(base))
+	if src != einoRestartContextAccumulated || len(got) != 2 {
+		t.Fatalf("accumulated: src=%s len=%d", src, len(got))
+	}
+
+	holder := newModelFacingTraceHolder()
+	holder.storeFromState(&adk.ChatModelAgentState{
+		Messages: []adk.Message{schema.UserMessage("u"), schema.AssistantMessage("model-view", nil)},
+	})
+	got2, src2 := einoMessagesForRunRestart(&einoADKRunLoopArgs{ModelFacingTrace: holder}, base, acc, len(base))
+	if src2 != einoRestartContextModelTrace || len(got2) != 2 {
+		t.Fatalf("model trace: src=%s len=%d", src2, len(got2))
+	}
+}
+
+func TestEinoRunRetryMaxAttemptsFromArgs(t *testing.T) {
+	t.Parallel()
+	if einoRunRetryMaxAttempts(nil) != defaultEinoRunRetryMaxAttempts {
+		t.Fatal("nil args should use default")
+	}
+	if einoRunRetryMaxAttempts(&einoADKRunLoopArgs{RunRetryMaxAttempts: 3}) != 3 {
+		t.Fatal("custom max attempts")
+	}
+	if RunRetryMaxAttemptsFromConfig(nil) != defaultEinoRunRetryMaxAttempts {
+		t.Fatal("config nil should use default")
+	}
+}
+
+func TestAppendUserMessageIfNeeded(t *testing.T) {
+	t.Parallel()
+	msgs := []adk.Message{schema.UserMessage("old task")}
+	out := appendUserMessageIfNeeded(msgs, "你好，你是谁")
+	if len(out) != 2 || out[1].Content != "你好，你是谁" {
+		t.Fatalf("should append user: len=%d", len(out))
+	}
+	dup := appendUserMessageIfNeeded(out, "你好，你是谁")
+	if len(dup) != 2 {
+		t.Fatalf("should not duplicate user message: len=%d", len(dup))
+	}
+}
+
+func TestErrTransientRetryContinue(t *testing.T) {
+	t.Parallel()
+	if !errors.Is(ErrTransientRetryContinue, ErrTransientRetryContinue) {
+		t.Fatal("sentinel should match")
+	}
+}

internal/multiagent/interrupt.go

@@ -5,3 +5,7 @@ import "errors"
 // ErrInterruptContinue 作为 context.CancelCause 使用：用户选择「中断并继续」且当前无进行中的 MCP 工具时，
 // 取消当前推理/流式输出，并在同一会话任务内携带用户补充说明自动续跑下一轮（类似 Hermes 式人机回合）。
 var ErrInterruptContinue = errors.New("agent interrupt: continue with user-supplied context")
+
+// ErrTransientRetryContinue 表示 Run 因 429/网络等临时错误结束，应由 handler 落库轨迹后
+// loadHistoryFromAgentTrace 再开下一轮 Run（与 ErrInterruptContinue 同级的「分段续跑」语义）。
+var ErrTransientRetryContinue = errors.New("agent transient: retry after persisting trace")

internal/multiagent/orchestrator_instruction.go

@@ -5,7 +5,7 @@ import (
 
 	"cyberstrike-ai/internal/agents"
 	"cyberstrike-ai/internal/config"
-	"cyberstrike-ai/internal/mcp/builtin"
+	"cyberstrike-ai/internal/project"
 )
 
 // DefaultPlanExecuteOrchestratorInstruction 当未配置 plan_execute 专用 Markdown / YAML 时的内置主代理（规划/重规划侧）提示。
@@ -106,16 +106,14 @@ func DefaultPlanExecuteOrchestratorInstruction() string {
 
 当工具返回错误时，错误信息会包含在工具响应中，请仔细阅读并做出合理的决策。
 
-## 漏洞记录
+` + project.FactRecordingBlackboardSection(true) + `
 
-发现有效漏洞时，必须使用 ` + builtin.ToolRecordVulnerability + ` 记录：标题、描述、严重程度、类型、目标、证明（POC）、影响、修复建议。
+- **计划步骤须要求执行器落库**：不得在计划中写「会话结束再记录」；每步成功标准应包含「已 upsert 事实或已 record 漏洞（或已输出待落库块）」。
-
-严重程度：critical / high / medium / low / info。证明须含足够证据（请求响应、截图、命令输出等）。记录后可在授权范围内继续测试。
 
 ## 技能库（Skills）与知识库
 
 - 技能包位于服务器 skills/ 目录（各子目录 SKILL.md，遵循 agentskills.io）；知识库用于向量检索片段，Skills 为可执行工作流指令。
-- plan_execute 执行器通过 MCP 使用知识库与漏洞记录等；Skills 的渐进式加载在「多代理 / Eino DeepAgent」等模式中由内置 skill 工具完成（需 multi_agent.eino_skills）。
+- plan_execute 执行器通过 MCP 使用知识库、项目事实与漏洞记录等；Skills 的渐进式加载在「多代理 / Eino DeepAgent」等模式中由内置 skill 工具完成（需 multi_agent.eino_skills）。
 - 若需要完整 Skill 工作流而当前会话无 skill 工具，请在计划或对用户说明中建议切换多代理或 Eino 编排会话。
 
 ## 执行器对用户输出（重要）
@@ -206,7 +204,8 @@ func DefaultSupervisorOrchestratorInstruction() string {
 - **委派优先**：可独立封装、需要专项上下文的子目标（枚举、验证、归纳、报告素材）优先 transfer 给匹配子代理，并在委派说明中写清：子目标、约束、期望交付物结构、证据要求。
 - **亲自执行**：仅当无合适专家、需全局衔接或子代理结果不足时，由你直接调用工具。
 - **汇总**：子代理输出是证据来源；你要对齐矛盾、补全上下文，给出统一结论与可复现验证步骤，避免机械拼接。
-- **漏洞**：有效漏洞应通过 ` + builtin.ToolRecordVulnerability + ` 记录（含 POC 与严重性：critical / high / medium / low / info）。
+
+` + project.FactRecordingBlackboardSection(true) + `
 
 ## transfer 交接与防重复劳动
 

internal/multiagent/plan_execute_lenient_plan.go

@@ -0,0 +1,157 @@
+package multiagent
+
+import (
+	"context"
+	"encoding/json"
+	"strings"
+
+	"github.com/cloudwego/eino/adk/prebuilt/planexecute"
+)
+
+// lenientPlan keeps plan_execute running even when model tool arguments contain minor JSON defects.
+// It first tries strict JSON, then falls back to lightweight step extraction heuristics.
+type lenientPlan struct {
+	Steps []string `json:"steps"`
+}
+
+func newLenientPlan(context.Context) planexecute.Plan {
+	return &lenientPlan{}
+}
+
+func (p *lenientPlan) FirstStep() string {
+	if p == nil || len(p.Steps) == 0 {
+		return ""
+	}
+	return p.Steps[0]
+}
+
+func (p *lenientPlan) MarshalJSON() ([]byte, error) {
+	type alias lenientPlan
+	return json.Marshal((*alias)(p))
+}
+
+func (p *lenientPlan) UnmarshalJSON(b []byte) error {
+	type alias lenientPlan
+	var strict alias
+	if err := json.Unmarshal(b, &strict); err == nil {
+		strict.Steps = normalizePlanSteps(strict.Steps)
+		if len(strict.Steps) > 0 {
+			*p = lenientPlan(strict)
+			return nil
+		}
+	}
+
+	steps := extractPlanStepsLenient(string(b))
+	if len(steps) == 0 {
+		steps = []string{"继续按当前目标执行下一步，并输出可验证证据。"}
+	}
+	p.Steps = steps
+	return nil
+}
+
+func extractPlanStepsLenient(raw string) []string {
+	s := strings.TrimSpace(stripCodeFence(raw))
+	if s == "" {
+		return nil
+	}
+
+	if extracted, ok := sliceByStepsArray(s); ok {
+		var arr []string
+		if err := json.Unmarshal([]byte(extracted), &arr); err == nil {
+			arr = normalizePlanSteps(arr)
+			if len(arr) > 0 {
+				return arr
+			}
+		}
+		if arr := splitStepsHeuristically(strings.Trim(extracted, "[]")); len(arr) > 0 {
+			return arr
+		}
+	}
+
+	// Last-resort: treat plaintext body as one actionable step.
+	s = strings.TrimSpace(s)
+	if s == "" {
+		return nil
+	}
+	return []string{s}
+}
+
+func sliceByStepsArray(s string) (string, bool) {
+	lower := strings.ToLower(s)
+	key := `"steps"`
+	i := strings.Index(lower, key)
+	if i < 0 {
+		return "", false
+	}
+	start := strings.Index(s[i:], "[")
+	if start < 0 {
+		return "", false
+	}
+	start += i
+	depth := 0
+	for j := start; j < len(s); j++ {
+		switch s[j] {
+		case '[':
+			depth++
+		case ']':
+			depth--
+			if depth == 0 {
+				return s[start : j+1], true
+			}
+		}
+	}
+	return "", false
+}
+
+func splitStepsHeuristically(body string) []string {
+	body = strings.ReplaceAll(body, "\r\n", "\n")
+	body = strings.ReplaceAll(body, "\\n", "\n")
+	var parts []string
+	if strings.Contains(body, "\n") {
+		for _, line := range strings.Split(body, "\n") {
+			parts = append(parts, line)
+		}
+	} else {
+		for _, seg := range strings.Split(body, ",") {
+			parts = append(parts, seg)
+		}
+	}
+
+	out := make([]string, 0, len(parts))
+	for _, part := range parts {
+		t := strings.TrimSpace(part)
+		t = strings.Trim(t, "\"'`")
+		t = strings.TrimLeft(t, "-*0123456789.、 \t")
+		t = strings.TrimSpace(strings.ReplaceAll(t, `\"`, `"`))
+		if t == "" {
+			continue
+		}
+		out = append(out, t)
+	}
+	return normalizePlanSteps(out)
+}
+
+func normalizePlanSteps(in []string) []string {
+	out := make([]string, 0, len(in))
+	for _, step := range in {
+		t := strings.TrimSpace(step)
+		if t == "" {
+			continue
+		}
+		out = append(out, t)
+	}
+	return out
+}
+
+func stripCodeFence(s string) string {
+	s = strings.TrimSpace(s)
+	if !strings.HasPrefix(s, "```") {
+		return s
+	}
+	s = strings.TrimPrefix(s, "```json")
+	s = strings.TrimPrefix(s, "```JSON")
+	s = strings.TrimPrefix(s, "```")
+	s = strings.TrimSuffix(strings.TrimSpace(s), "```")
+	return strings.TrimSpace(s)
+}
+

internal/multiagent/runner.go

@@ -17,6 +17,7 @@ import (
 	"cyberstrike-ai/internal/config"
 	"cyberstrike-ai/internal/einomcp"
 	"cyberstrike-ai/internal/openai"
+	"cyberstrike-ai/internal/project"
 	"cyberstrike-ai/internal/reasoning"
 
 	einoopenai "github.com/cloudwego/eino-ext/components/model/openai"
@@ -64,6 +65,7 @@ func RunDeepAgent(
 	agentsMarkdownDir string,
 	orchestrationOverride string,
 	reasoningClient *reasoning.ClientIntent,
+	systemPromptExtra string,
 ) (*RunResult, error) {
 	if appCfg == nil || ma == nil || ag == nil {
 		return nil, fmt.Errorf("multiagent: 配置或 Agent 为空")
@@ -339,6 +341,7 @@ func RunDeepAgent(
 		return nil, err
 	}
 
+	orchInstruction = project.AppendSystemPromptBlock(orchInstruction, systemPromptExtra)
 	orchInstruction = injectToolNamesOnlyInstruction(ctx, orchInstruction, mainTools, mainToolSearchActive)
 	if logger != nil {
 		mainNames := collectToolNames(ctx, mainTools)
@@ -387,7 +390,8 @@ func RunDeepAgent(
 
 	// noNestedTaskMiddleware 必须在最外层（最先拦截），防止 skill 或其他中间件内部触发 task 调用绕过检测。
 	deepHandlers := []adk.ChatModelAgentMiddleware{newNoNestedTaskMiddleware()}
-	if mw := newTaskContextEnrichMiddleware(userMessage, history, ma.SubAgentUserContextMaxRunes); mw != nil {
+	taskEnrichExtra := systemPromptExtra
+	if mw := newTaskContextEnrichMiddleware(userMessage, history, ma.SubAgentUserContextMaxRunes, taskEnrichExtra); mw != nil {
 		deepHandlers = append(deepHandlers, mw)
 	}
 	if len(mainOrchestratorPre) > 0 {
@@ -538,7 +542,7 @@ func RunDeepAgent(
 	}
 
 	baseMsgs := historyToMessages(history, appCfg, &ma.EinoMiddleware)
-	baseMsgs = append(baseMsgs, schema.UserMessage(userMessage))
+	baseMsgs = appendUserMessageIfNeeded(baseMsgs, userMessage)
 
 	streamsMainAssistant := func(agent string) bool {
 		if orchMode == "plan_execute" {
@@ -566,6 +570,8 @@ func RunDeepAgent(
 		StreamsMainAssistant:    streamsMainAssistant,
 		EinoRoleTag:             einoRoleTag,
 		CheckpointDir:           ma.EinoMiddleware.CheckpointDir,
+		RunRetryMaxAttempts:     ma.EinoMiddleware.RunRetryMaxAttempts,
+		RunRetryMaxBackoffSec:   ma.EinoMiddleware.RunRetryMaxBackoffSec,
 		McpIDsMu:                &mcpIDsMu,
 		McpIDs:                  &mcpIDs,
 		FilesystemMonitorAgent:  ag,
@@ -595,6 +601,13 @@ func chatToolCallsToSchema(tcs []agent.ToolCall) []schema.ToolCall {
 				argsStr = string(b)
 			}
 		}
+		// Some OpenAI-compatible gateways require `function.arguments` to exist
+		// on every assistant tool_call message. When args are empty, omitempty may
+		// drop the field during serialization and cause "missing field arguments"
+		// on the next turn history replay.
+		if strings.TrimSpace(argsStr) == "" {
+			argsStr = "{}"
+		}
 		typ := tc.Type
 		if typ == "" {
 			typ = "function"

internal/multiagent/sub_agent_context.go

@@ -30,8 +30,15 @@ type taskContextEnrichMiddleware struct {
 // newTaskContextEnrichMiddleware returns a middleware that enriches task
 // descriptions with user conversation context. Returns nil if disabled
 // (maxRunes < 0) or no user messages exist.
-func newTaskContextEnrichMiddleware(userMessage string, history []agent.ChatMessage, maxRunes int) adk.ChatModelAgentMiddleware {
+func newTaskContextEnrichMiddleware(userMessage string, history []agent.ChatMessage, maxRunes int, projectBlackboard string) adk.ChatModelAgentMiddleware {
 	supplement := buildUserContextSupplement(userMessage, history, maxRunes)
+	if bb := strings.TrimSpace(projectBlackboard); bb != "" {
+		if supplement != "" {
+			supplement += "\n\n## 项目黑板索引\n" + bb
+		} else {
+			supplement = "\n\n## 项目黑板索引\n" + bb
+		}
+	}
 	if supplement == "" {
 		return nil
 	}

internal/multiagent/sub_agent_context_test.go

@@ -105,6 +105,7 @@ func TestTaskContextEnrichMiddleware_EnrichesTaskDescription(t *testing.T) {
 		"继续测试",
 		[]agent.ChatMessage{{Role: "user", Content: "http://8.163.32.73:8081 pikachu靶场"}},
 		0,
+		"",
 	)
 	if mw == nil {
 		t.Fatal("expected non-nil middleware")
@@ -149,7 +150,7 @@ func TestTaskContextEnrichMiddleware_EnrichesTaskDescription(t *testing.T) {
 }
 
 func TestTaskContextEnrichMiddleware_IgnoresNonTaskTools(t *testing.T) {
-	mw := newTaskContextEnrichMiddleware("test", nil, 0)
+	mw := newTaskContextEnrichMiddleware("test", nil, 0, "")
 	if mw == nil {
 		t.Fatal("expected non-nil middleware")
 	}
@@ -175,7 +176,7 @@ func TestTaskContextEnrichMiddleware_IgnoresNonTaskTools(t *testing.T) {
 }
 
 func TestTaskContextEnrichMiddleware_NilWhenDisabled(t *testing.T) {
-	mw := newTaskContextEnrichMiddleware("test", nil, -1)
+	mw := newTaskContextEnrichMiddleware("test", nil, -1, "")
 	if mw != nil {
 		t.Error("middleware should be nil when disabled")
 	}

internal/project/blackboard.go

@@ -0,0 +1,78 @@
+package project
+
+import (
+	"fmt"
+	"sort"
+	"strings"
+
+	"cyberstrike-ai/internal/config"
+	"cyberstrike-ai/internal/database"
+)
+
+// AppendSystemPromptBlock 将附加块追加到 system prompt。
+func AppendSystemPromptBlock(base, block string) string {
+	base = strings.TrimSpace(base)
+	block = strings.TrimSpace(block)
+	if block == "" {
+		return base
+	}
+	if base == "" {
+		return block
+	}
+	return base + "\n\n" + block
+}
+
+// BuildFactIndexBlock 为 Agent 系统提示生成项目黑板索引（仅 key + summary，不含 body）。
+func BuildFactIndexBlock(db *database.DB, projectID string, cfg config.ProjectConfig) (string, error) {
+	if db == nil || !cfg.Enabled {
+		return "", nil
+	}
+	projectID = strings.TrimSpace(projectID)
+	if projectID == "" {
+		return "", nil
+	}
+
+	proj, err := db.GetProject(projectID)
+	if err != nil {
+		return "", err
+	}
+
+	facts, err := db.ListProjectFactsForIndex(projectID, cfg.DefaultInjectDeprecated)
+	if err != nil {
+		return "", err
+	}
+	if len(facts) == 0 {
+		return fmt.Sprintf("## 项目黑板索引（project: %s, id: %s）\n（暂无事实）\n需要写入请使用 upsert_project_fact；需要详情请调用 get_project_fact(fact_key)。", proj.Name, proj.ID), nil
+	}
+
+	sort.SliceStable(facts, func(i, j int) bool {
+		if facts[i].Pinned != facts[j].Pinned {
+			return facts[i].Pinned
+		}
+		return facts[i].UpdatedAt.After(facts[j].UpdatedAt)
+	})
+
+	maxRunes := cfg.FactIndexMaxRunesEffective()
+	var b strings.Builder
+	b.WriteString(fmt.Sprintf("## 项目黑板索引（project: %s, id: %s）\n", proj.Name, proj.ID))
+	used := len([]rune(b.String()))
+	omitted := 0
+
+	for _, f := range facts {
+		line := fmt.Sprintf("- [%s] %s — %s (%s)\n", f.FactKey, f.Category, strings.TrimSpace(f.Summary), f.Confidence)
+		lineRunes := len([]rune(line))
+		if used+lineRunes > maxRunes {
+			omitted++
+			continue
+		}
+		b.WriteString(line)
+		used += lineRunes
+	}
+
+	if omitted > 0 {
+		b.WriteString(fmt.Sprintf("\n（另有 %d 条未列入索引，请使用 list_project_facts 或 search_project_facts 查询。）\n", omitted))
+	}
+	b.WriteString("需要完整内容（攻击链、POC、请求响应等）时必须调用 get_project_fact(fact_key)，禁止凭摘要臆造细节。\n")
+	b.WriteString("写入事实时：summary 写「什么+在哪+如何验证」；body 写可复现全流程（发现/利用类 fact_key 建议 finding|chain|exploit|poc/ 前缀）。\n")
+	return b.String(), nil
+}

internal/project/fact_recording_prompt.go

@@ -0,0 +1,100 @@
+package project
+
+import (
+	"strings"
+
+	"cyberstrike-ai/internal/mcp/builtin"
+)
+
+// 边渗透边记录：统一节奏文案（agents/*.md 须与 FactRecordingIncrementalRhythmMarkdown 保持一致）。
+const (
+	factRhythmCore = "勿等会话结束或收尾再批量写入。每**确认**一条新认知（开放端口/服务版本、入口路径、认证态或凭据特征、可利用点或攻击面变化）后，**立即**调用 `upsert_project_fact`（同 fact_key 覆盖更新）。每**验证**出一条可复现漏洞（含 POC/影响）后，**立即**调用 `record_vulnerability`；与事实可各记一次。继续下一步工作前优先落库，避免上下文压缩后细节丢失。未绑项目时说明无法写黑板，仍在本轮保留证据摘要。"
+	factRhythmCoordinatorSuffix = "委派/子任务返回新认知或漏洞时，由协调者及时写入，勿假定子代理已记。"
+	factRhythmSubAgentSuffix      = "若工具集中无上述工具，须在交付物末尾给出「待落库」结构化条目（fact_key 建议、summary、body/POC 要点），供协调者**立即**写入。"
+)
+
+// FactRecordingIncrementalRhythmMarkdown 返回边渗透边记录节奏（Markdown，供 agents/*.md 与文档对齐）。
+func FactRecordingIncrementalRhythmMarkdown(coordinator, subAgent bool) string {
+	var b strings.Builder
+	b.WriteString("- **边渗透边记录（强制节奏）**：")
+	b.WriteString(factRhythmCore)
+	if coordinator {
+		b.WriteString(factRhythmCoordinatorSuffix)
+	}
+	if subAgent {
+		b.WriteString(factRhythmSubAgentSuffix)
+	}
+	return b.String()
+}
+
+func factRecordingIncrementalRhythmBuiltin(coordinator, subAgent bool) string {
+	var b strings.Builder
+	b.WriteString("- **边渗透边记录（强制节奏）**：勿等会话结束或收尾再批量写入。每**确认**一条新认知（开放端口/服务版本、入口路径、认证态或凭据特征、可利用点或攻击面变化）后，**立即**调用 ")
+	b.WriteString(builtin.ToolUpsertProjectFact)
+	b.WriteString("（同 fact_key 覆盖更新）。每**验证**出一条可复现漏洞（含 POC/影响）后，**立即**调用 ")
+	b.WriteString(builtin.ToolRecordVulnerability)
+	b.WriteString("；与事实可各记一次。继续下一步工作前优先落库，避免上下文压缩后细节丢失。未绑项目时说明无法写黑板，仍在本轮保留证据摘要。")
+	if coordinator {
+		b.WriteString(factRhythmCoordinatorSuffix)
+	}
+	if subAgent {
+		b.WriteString(factRhythmSubAgentSuffix)
+	}
+	return b.String()
+}
+
+// FactRecordingBlackboardSection 项目黑板与漏洞记录的完整系统提示块（单/多 Agent 主代理共用）。
+// coordinatorDelegate 为 true 时追加「协调者代子代理落库」说明（Deep / plan_execute / supervisor）。
+func FactRecordingBlackboardSection(coordinatorDelegate bool) string {
+	var b strings.Builder
+	b.WriteString("## 项目黑板（事实）与漏洞记录（分离）\n\n")
+	b.WriteString("当前对话若已绑定项目，系统会自动注入「项目黑板索引」（仅 fact_key + 摘要）。**摘要不足时必须调用 ")
+	b.WriteString(builtin.ToolGetProjectFact)
+	b.WriteString("(fact_key) 获取 body，禁止凭摘要臆造细节。**\n\n")
+	b.WriteString(factRecordingIncrementalRhythmBuiltin(coordinatorDelegate, false))
+	b.WriteString("\n\n")
+	b.WriteString("- **环境/目标/认证等认知**（非正式漏洞条目）：使用 ")
+	b.WriteString(builtin.ToolUpsertProjectFact)
+	b.WriteString("，fact_key 建议 `category/slug`（如 target/primary_domain），同 key 覆盖更新；body 记端口/版本/凭据特征与证据来源。\n")
+	b.WriteString("- **发现与利用上下文**（审计复现）：fact_key 建议 finding/、chain/、exploit/、poc/ 前缀；**body 必填**完整攻击链（入口 → 步骤 → 原始请求/响应或命令 → 现象 → 关联 related_vulnerability_id），**禁止仅写结论**；summary 写「什么 + 在哪 + 如何验证」一行要点。\n")
+	b.WriteString("- **可交付漏洞**：使用 ")
+	b.WriteString(builtin.ToolRecordVulnerability)
+	b.WriteString("，含标题、严重程度、类型、目标、证明（POC）、影响、修复建议。记前可先 ")
+	b.WriteString(builtin.ToolListVulnerabilities)
+	b.WriteString(" 查重，详情用 ")
+	b.WriteString(builtin.ToolGetVulnerability)
+	b.WriteString("(id)（默认仅当前项目/会话）。\n")
+	b.WriteString("- 同一发现可能需**各记一次**（事实记**完整攻击链与 exploit 细节**供复现，漏洞记正式 findings）。误报用 ")
+	b.WriteString(builtin.ToolDeprecateProjectFact)
+	b.WriteString(" 或漏洞状态 false_positive。\n")
+	b.WriteString("- 事实多时用 ")
+	b.WriteString(builtin.ToolListProjectFacts)
+	b.WriteString(" / ")
+	b.WriteString(builtin.ToolSearchProjectFacts)
+	b.WriteString(" 检索。\n\n")
+	b.WriteString(FactRecordingGuidanceBlock())
+	b.WriteString("\n\n严重程度：critical / high / medium / low / info。证明须含足够证据（请求响应、截图、命令输出等）。")
+	return b.String()
+}
+
+// FactRecordingSubAgentSection 子代理边渗透边记录（无工具时输出待落库条目）。
+func FactRecordingSubAgentSection() string {
+	return "## 边渗透边记录\n\n" + factRecordingIncrementalRhythmBuiltin(false, true) + "\n"
+}
+
+// FactRecordingBlackboardSectionMarkdown 与 FactRecordingBlackboardSection 等价的 Markdown（工具名为字面量，供 agents/*.md）。
+func FactRecordingBlackboardSectionMarkdown(coordinatorDelegate bool) string {
+	var b strings.Builder
+	b.WriteString("## 项目黑板（事实）与漏洞记录（分离）\n\n")
+	b.WriteString("当前对话若已绑定项目，系统会自动注入「项目黑板索引」（仅 `fact_key` + 摘要）。**摘要不足时必须调用 `get_project_fact(fact_key)` 获取 body，禁止凭摘要臆造细节。**\n\n")
+	b.WriteString(FactRecordingIncrementalRhythmMarkdown(coordinatorDelegate, false))
+	b.WriteString("\n\n")
+	b.WriteString("- **环境/目标/认证等认知**（非正式漏洞）：使用 **`upsert_project_fact`**，`fact_key` 建议 `category/slug`（如 `target/primary_domain`），同 key 覆盖更新；body 记端口/版本/凭据特征与证据来源。\n")
+	b.WriteString("- **发现与利用上下文**（审计复现）：`fact_key` 建议 `finding/`、`chain/`、`exploit/`、`poc/` 前缀；**body 必填**完整攻击链（入口 → 步骤 → 原始请求/响应或命令 → 现象 → 关联 `related_vulnerability_id`），**禁止仅写结论**；summary 写「什么 + 在哪 + 如何验证」一行要点。\n")
+	b.WriteString("- **可交付漏洞**：使用 **`record_vulnerability`**（标题、描述、严重程度、类型、目标、证明 POC、影响、修复建议）。严重程度 critical / high / medium / low / info。\n")
+	b.WriteString("- 同一发现可能需**各记一次**（事实记可复现攻击链，漏洞记正式 findings）。误报用 **`deprecate_project_fact`** 或漏洞状态 false_positive。\n")
+	b.WriteString("- 事实多时用 **`list_project_facts`** / **`search_project_facts`** 检索。\n\n")
+	b.WriteString(FactRecordingGuidanceBlock())
+	b.WriteString("\n\n严重程度：critical / high / medium / low / info。证明须含足够证据（请求响应、截图、命令输出等）。")
+	return b.String()
+}

internal/project/fact_template.go

@@ -0,0 +1,140 @@
+package project
+
+import (
+	"fmt"
+	"strings"
+)
+
+// 事实 category 常量（写入 upsert_project_fact 的 category 字段）。
+const (
+	FactCategoryTarget   = "target"
+	FactCategoryAuth     = "auth"
+	FactCategoryInfra    = "infra"
+	FactCategoryBusiness = "business"
+	FactCategoryFinding  = "finding"
+	FactCategoryChain    = "chain"
+	FactCategoryExploit  = "exploit"
+	FactCategoryPOC      = "poc"
+	FactCategoryNote     = "note"
+)
+
+// RequiresAttackChainBody 判断该事实是否应携带可复现的攻击链 / exploit 详情（写在 body，非仅 summary）。
+func RequiresAttackChainBody(category, factKey string) bool {
+	c := strings.ToLower(strings.TrimSpace(category))
+	switch c {
+	case FactCategoryFinding, FactCategoryChain, FactCategoryExploit, FactCategoryPOC, "vuln":
+		return true
+	}
+	key := strings.ToLower(strings.TrimSpace(factKey))
+	for _, prefix := range []string{"finding/", "chain/", "exploit/", "poc/"} {
+		if strings.HasPrefix(key, prefix) {
+			return true
+		}
+	}
+	return false
+}
+
+// IsSparseFactBody 攻击链类事实 body 过短或缺少关键段落时返回 true（软校验，不阻断写入）。
+func IsSparseFactBody(category, factKey, body string) bool {
+	if !RequiresAttackChainBody(category, factKey) {
+		return false
+	}
+	body = strings.TrimSpace(body)
+	if body == "" {
+		return true
+	}
+	lower := strings.ToLower(body)
+	// 至少应包含可复现线索：步骤/请求/命令/代码块 之一
+	hasSteps := strings.Contains(lower, "攻击链") || strings.Contains(lower, "## 攻击") ||
+		strings.Contains(lower, "## exploit") || strings.Contains(lower, "## poc")
+	hasHTTP := strings.Contains(lower, "```http") || strings.Contains(lower, "```bash") ||
+		strings.Contains(lower, "curl ") || strings.Contains(lower, "get ") || strings.Contains(lower, "post ")
+	hasReq := strings.Contains(lower, "请求") || strings.Contains(lower, "响应") || strings.Contains(lower, "payload")
+	// 无攻击链/POC/请求等结构线索，视为仅结论性描述（不论长短）
+	return !(hasSteps || hasHTTP || hasReq)
+}
+
+// FactBodyTemplate 按 category 返回建议的 body Markdown 骨架（供 Agent 填入真实内容）。
+func FactBodyTemplate(category, factKey string) string {
+	if RequiresAttackChainBody(category, factKey) {
+		return attackChainFactBodyTemplate
+	}
+	return envFactBodyTemplate
+}
+
+const attackChainFactBodyTemplate = `## 结论（可验证，一句话）
+<勿仅写「存在漏洞」；写明类型 + 位置 + 触发条件>
+
+## 目标与入口
+- 目标: <URL / IP:Port / 主机名>
+- 入口: <路径 / 接口 / 参数>
+- 前置条件: <匿名 / 角色 / Cookie / 其他依赖>
+
+## 攻击链（逐步可复现）
+1. <侦察/发现>
+2. <利用/触发>
+3. <影响证明（读文件、RCE 回显、越权数据等）>
+
+## Exploit / POC
+### 请求
+` + "```http\n<METHOD> <path> HTTP/1.1\nHost: ...\n...\n\n<body>\n```" + `
+
+### 响应 / 现象
+<关键响应片段、状态码、差异点>
+
+### 命令 / 脚本（如有）
+` + "```bash\n<command>\n```" + `
+
+## 关键证据
+- <工具输出摘要 / 截图路径 / 会话或消息 ID>
+
+## 关联
+- related_vulnerability_id: <可选，对应 record_vulnerability 的 id>
+- 依赖事实: <fact_key，如 auth/session_cookie>
+
+## 备注与不确定性
+<待验证假设、环境差异、绕过尝试记录>`
+
+const envFactBodyTemplate = `## 摘要
+<该事实的核心认知>
+
+## 细节
+<端口/版本/路径/凭据特征/业务规则等>
+
+## 来源与证据
+<命令输出、响应片段、发现时间>
+
+## 关联
+- 相关 fact_key: <可选>`
+
+// FactRecordingGuidanceBlock 写入系统提示：要求事实沉淀攻击链上下文而非仅结论。
+func FactRecordingGuidanceBlock() string {
+	return `### 事实写入规范（审计复现 / 知识沉淀）
+
+- **summary**：索引用一行，须含「什么 + 在哪 + 如何触发/验证」要点，禁止只写结论（如仅写「存在 SQLi」）。
+- **body**：完整可复现上下文，写入 ` + "`upsert_project_fact`" + ` 的 body 字段；索引不含 body，后续会话须靠 ` + "`get_project_fact`" + ` 取回。
+- **category / fact_key 建议**：
+  - 环境认知：` + "`target/`" + `、` + "`auth/`" + `、` + "`infra/`" + `、` + "`business/`" + `（body 用环境模板即可）
+  - 发现与利用：` + "`finding/`" + `、` + "`chain/`" + `、` + "`exploit/`" + `、` + "`poc/`" + `（**必须**用攻击链模板填满 body：入口、逐步攻击链、原始请求/响应或命令、证据、关联漏洞 ID）
+- **与漏洞记录分工**：` + "`record_vulnerability`" + ` 记可交付 findings；事实记**复现所需的全部上下文**（含失败尝试、绕过、依赖会话），二者可各记一次。
+- 更新同一发现时保持相同 ` + "`fact_key`" + ` 覆盖写入，勿散落多个 key 导致上下文丢失。`
+}
+
+// SparseBodyWarning 攻击链类事实 body 不足时的工具返回提示（不阻断保存）。
+func SparseBodyWarning(category, factKey string) string {
+	if !IsSparseFactBody(category, factKey, "") {
+		return ""
+	}
+	return fmt.Sprintf(
+		"\n\n⚠ 提示：category=%q / fact_key=%q 属于攻击链类事实，但 body 为空或过简。请补充完整攻击链与 POC（参考模板），便于后续审计复现。\n建议 body 骨架：\n%s",
+		category, factKey, FactBodyTemplate(category, factKey),
+	)
+}
+
+// SparseBodyWarningIfNeeded 根据实际 body 判断是否追加警告。
+func SparseBodyWarningIfNeeded(category, factKey, body string) string {
+	if !IsSparseFactBody(category, factKey, body) {
+		return ""
+	}
+	return SparseBodyWarning(category, factKey)
+}

internal/project/fact_template_test.go

@@ -0,0 +1,42 @@
+package project
+
+import (
+	"strings"
+	"testing"
+)
+
+func TestRequiresAttackChainBody(t *testing.T) {
+	cases := []struct {
+		cat, key string
+		want     bool
+	}{
+		{"finding", "note/misc", true},
+		{"note", "finding/sqli-login", true},
+		{"target", "target/primary_domain", false},
+		{"auth", "auth/admin_cookie", false},
+		{"chain", "x", true},
+		{"", "exploit/rce-upload", true},
+	}
+	for _, tc := range cases {
+		if got := RequiresAttackChainBody(tc.cat, tc.key); got != tc.want {
+			t.Errorf("RequiresAttackChainBody(%q,%q)=%v want %v", tc.cat, tc.key, got, tc.want)
+		}
+	}
+}
+
+func TestIsSparseFactBody(t *testing.T) {
+	long := strings.Repeat("x", 150)
+	if !IsSparseFactBody("finding", "finding/x", "") {
+		t.Error("empty body should be sparse")
+	}
+	if !IsSparseFactBody("finding", "finding/x", long) {
+		t.Error("body without repro clues should be sparse")
+	}
+	body := "## 攻击链\n1. step\n## Exploit\n```http\nGET / HTTP/1.1\n```\n"
+	if IsSparseFactBody("finding", "finding/x", body) {
+		t.Error("structured body should not be sparse")
+	}
+	if IsSparseFactBody("target", "target/x", "") {
+		t.Error("env fact empty body is ok")
+	}
+}

internal/project/scope_block.go

@@ -0,0 +1,99 @@
+package project
+
+import (
+	"encoding/json"
+	"fmt"
+	"strings"
+
+	"cyberstrike-ai/internal/config"
+	"cyberstrike-ai/internal/database"
+)
+
+// projectScopePayload 解析 projects.scope_json（约定字段，可扩展）。
+type projectScopePayload struct {
+	Targets []string `json:"targets"`
+	Exclude []string `json:"exclude"`
+	Notes   string   `json:"notes"`
+}
+
+// BuildScopeBlock 将项目 scope_json 格式化为 Agent 可读的授权范围块。
+func BuildScopeBlock(proj *database.Project) string {
+	if proj == nil {
+		return ""
+	}
+	raw := strings.TrimSpace(proj.ScopeJSON)
+	if raw == "" {
+		return ""
+	}
+
+	var payload projectScopePayload
+	if err := json.Unmarshal([]byte(raw), &payload); err != nil {
+		return fmt.Sprintf("## 项目测试范围（project: %s）\n（scope_json 非合法 JSON，请人工核对配置）\n```\n%s\n```\n"+
+			"仅对明确授权目标执行测试；超出范围须停止并说明。\n", proj.Name, truncateRunes(raw, 800))
+	}
+
+	var b strings.Builder
+	b.WriteString(fmt.Sprintf("## 项目测试范围（project: %s, id: %s）\n", proj.Name, proj.ID))
+	b.WriteString("以下为授权边界，**必须遵守**：仅测试列出的 targets，避开 exclude，不得擅自扩大范围。\n")
+
+	if len(payload.Targets) > 0 {
+		b.WriteString("\n**允许测试（targets）**：\n")
+		for _, t := range payload.Targets {
+			t = strings.TrimSpace(t)
+			if t != "" {
+				b.WriteString("- " + t + "\n")
+			}
+		}
+	}
+	if len(payload.Exclude) > 0 {
+		b.WriteString("\n**明确排除（exclude）**：\n")
+		for _, t := range payload.Exclude {
+			t = strings.TrimSpace(t)
+			if t != "" {
+				b.WriteString("- " + t + "\n")
+			}
+		}
+	}
+	if n := strings.TrimSpace(payload.Notes); n != "" {
+		b.WriteString("\n**说明（notes）**：\n" + n + "\n")
+	}
+	if len(payload.Targets) == 0 && len(payload.Exclude) == 0 && strings.TrimSpace(payload.Notes) == "" {
+		b.WriteString("\n（scope_json 已配置但未识别 targets/exclude/notes 字段，原始内容供参考）\n```json\n")
+		b.WriteString(truncateRunes(raw, 1200))
+		b.WriteString("\n```\n")
+	}
+	b.WriteString("\n若目标不在 targets 内或命中 exclude，不得主动扫描/利用；需用户明确扩大授权后再继续。\n")
+	return b.String()
+}
+
+func truncateRunes(s string, max int) string {
+	r := []rune(s)
+	if len(r) <= max {
+		return s
+	}
+	return string(r[:max]) + "…"
+}
+
+// BuildProjectBlackboardBlock 组合测试范围 + 事实黑板索引。
+func BuildProjectBlackboardBlock(db *database.DB, projectID string, cfg config.ProjectConfig) (string, error) {
+	projectID = strings.TrimSpace(projectID)
+	if projectID == "" {
+		return "", nil
+	}
+	proj, err := db.GetProject(projectID)
+	if err != nil {
+		return "", err
+	}
+	parts := []string{}
+	if scope := strings.TrimSpace(BuildScopeBlock(proj)); scope != "" {
+		parts = append(parts, scope)
+	}
+	index, err := BuildFactIndexBlock(db, projectID, cfg)
+	if err != nil {
+		return "", err
+	}
+	if strings.TrimSpace(index) != "" {
+		parts = append(parts, index)
+	}
+	return strings.Join(parts, "\n\n"), nil
+}

internal/project/scope_block_test.go

@@ -0,0 +1,40 @@
+package project
+
+import (
+	"strings"
+	"testing"
+
+	"cyberstrike-ai/internal/database"
+)
+
+func TestBuildScopeBlock_targetsExcludeNotes(t *testing.T) {
+	proj := &database.Project{
+		ID:   "p1",
+		Name: "Acme",
+		ScopeJSON: `{"targets":["https://app.example.com"],"exclude":["*.cdn.example.com"],"notes":"仅 Web 层"}`,
+	}
+	block := BuildScopeBlock(proj)
+	if !strings.Contains(block, "https://app.example.com") {
+		t.Fatalf("missing target: %s", block)
+	}
+	if !strings.Contains(block, "cdn.example.com") {
+		t.Fatalf("missing exclude: %s", block)
+	}
+	if !strings.Contains(block, "仅 Web 层") {
+		t.Fatalf("missing notes: %s", block)
+	}
+}
+
+func TestBuildScopeBlock_empty(t *testing.T) {
+	if BuildScopeBlock(&database.Project{Name: "X"}) != "" {
+		t.Fatal("expected empty")
+	}
+}
+
+func TestBuildScopeBlock_invalidJSON(t *testing.T) {
+	proj := &database.Project{Name: "X", ScopeJSON: `{not json`}
+	block := BuildScopeBlock(proj)
+	if !strings.Contains(block, "非合法 JSON") {
+		t.Fatalf("unexpected: %s", block)
+	}
+}

internal/project/stats.go

@@ -0,0 +1,21 @@
+package project
+
+import "cyberstrike-ai/internal/database"
+
+// GetProjectStats 聚合项目统计（含待补全事实数）。
+func GetProjectStats(db *database.DB, projectID string) (*database.ProjectStats, error) {
+	stats, err := db.GetProjectStatsCounts(projectID)
+	if err != nil {
+		return nil, err
+	}
+	rows, err := db.ListProjectFactsForSparseCheck(projectID)
+	if err != nil {
+		return nil, err
+	}
+	for _, r := range rows {
+		if IsSparseFactBody(r.Category, r.FactKey, r.Body) {
+			stats.SparseFactCount++
+		}
+	}
+	return stats, nil
+}

internal/reasoning/eino.go

@@ -149,13 +149,18 @@ func effectiveEffort(sr *config.OpenAIReasoningConfig, client *ClientIntent, all
 func normalizeEffort(s string) string {
 	e := strings.ToLower(strings.TrimSpace(s))
 	switch e {
-	case "low", "medium", "high", "max":
+	case "low", "medium", "high", "max", "xhigh":
 		return e
 	default:
 		return ""
 	}
 }
 
+// usesExtraFieldsReasoningEffort 为 Eino 无枚举的最高档 effort，经 ExtraFields 原样下发（max / xhigh 由网关自行识别，不做互转）。
+func usesExtraFieldsReasoningEffort(e string) bool {
+	return e == "max" || e == "xhigh"
+}
+
 func resolveWireProfile(oa *config.OpenAIConfig, sr *config.OpenAIReasoningConfig) wireProfile {
 	if strings.EqualFold(strings.TrimSpace(oa.Provider), "claude") {
 		return wireClaude
@@ -210,11 +215,11 @@ func applyOpenAICompat(cfg *einoopenai.ChatModelConfig, mode, effort string) {
 	if e == "" {
 		return
 	}
-	if e == "max" {
+	if usesExtraFieldsReasoningEffort(e) {
 		if cfg.ExtraFields == nil {
 			cfg.ExtraFields = make(map[string]any)
 		}
-		cfg.ExtraFields["reasoning_effort"] = "max"
+		cfg.ExtraFields["reasoning_effort"] = effortStringForAPI(e)
 		return
 	}
 	switch e {
@@ -245,6 +250,6 @@ func applyOutputConfigEffort(cfg *einoopenai.ChatModelConfig, mode, effort strin
 }
 
 func effortStringForAPI(e string) string {
-	// Gateways expect lowercase strings; "max" kept as max.
+	// 原样透传：OpenAI 官方多为 xhigh，部分兼容网关为 max，由配置/对话 effort 选择。
 	return strings.ToLower(strings.TrimSpace(e))
 }