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…arkdown自动重试与递增waitFor策略；新增FIRECRAWL_API_URL和FIRECRAWL_API_KEY环境变量配置；搜索prompt优化及时间上下文始终注入；同步更新README。
…，Firecrawl占70%配额、Tavily占30%；新增extra_sources参数控制额外信源数量（默认20，设0禁用）；单信源失败不影响其他结果；utils新增format_extra_sources格式化函数，按来源分组并去重URL。
…度评估→查询分解→策略规划→工具选择→执行排序六阶段结构化思考；complexity level自适应控制所需阶段数（L1仅需3阶段，L2需5阶段，L3全部6阶段）；支持session跨调用状态追踪、phase revision覆写及计划完成时自动汇总executable_plan；新建planning.py独立模块含7个Pydantic结构化产出模型与PlanningEngine状态管理引擎。
…earchTerm.term增加冗余同义词警告、purpose约束为单一sub-query ID禁止合并、round补充多轮语义说明；tool description Phase 3新增单一分解轴原则防止双轴交叉产生重叠矩阵；anti-patterns改为6组正反对照示例；phases_remaining按流程序输出替代字母序。
…tune 500）；Phase 1说明追加unverified_terms识别指引；Phase 3追加前置规则要求将未验证术语转化为前置子查询，禁止从训练数据硬编码假定值。
…RL。将extra_sources参数默认值更新为10并优化Firecrawl计数计算。在GrokSearchProvider中实现异步URL描述与排序方法以提升结果相关性。
- New conversation.py: ConversationManager with session tracking, expiration, and history - Modified grok.py: search() now accepts history parameter for multi-turn messages - Modified server.py: web_search tool gains follow_up and conversation_id params - Returns conversation_id for follow-up, tracks search_count per session - Configurable via GROK_SESSION_TIMEOUT, GROK_MAX_SESSIONS, GROK_MAX_SEARCHES env vars
P0: Add .gitignore to prevent .env/cache/test artifacts from being tracked P0: Add .env.example with placeholder values P1: Fix extra_sources split - Tavily now gets fair share when both providers available P1: Conditional time injection - only for time-sensitive queries P1: Remove duplicate search_prompt from single-turn user message
- web_search: add follow_up/conversation_id params, actual dict return example - get_sources: add actual JSON return example with Tavily sources - web_fetch: document string return type - web_map: add actual JSON return example - Add 3 session config env vars (GROK_SESSION_TIMEOUT/MAX_SESSIONS/MAX_SEARCHES) - Add notes about sources behavior (Grok inline citations vs Tavily structured URLs)
- web_search: removed follow_up/conversation_id params, returns conversation_id for optional followup
- search_followup: new tool for conversation-based follow-up questions
- search_reflect: new tool with reflection loop + cross-validation (hard budgets: max 3 reflections, 30s/round, 120s total)
- reflect.py: ReflectEngine with safety prompts (untrusted data handling)
- Unified error return structure: {error, message}
- README updated with new tool docs
P0: add skip_search_prompt to GrokSearchProvider.search() P0: rewrite reflect.py with round_sessions for source traceability P0: hard budget (asyncio.wait_for) on all search calls in reflect P1: executor passes conversation_id to reuse sessions P1: unified error returns (session_id/conversation_id/content/sources_count) P1: sync docs/README_EN.md with new tools (8->10) P2: .gitignore add test_new_tools_output.json P2: remove test scripts from repo
- 架构图：扩展为6个工具（新增search_followup/search_reflect/search_planning） - search_planning：从1行扩展为完整文档（参数表、6阶段说明、返回值示例） - 新增「推荐工具链流程」章节（planning→search→followup→reflect→sources） - FAQ新增：信源分离在第三方API的行为说明、search_planning零API调用说明 - 英文README：补齐5个缺失环境变量（FIRECRAWL_*、SESSION_*） - server.py：增强web_search/search_reflect/search_planning的description - web_search：引导AI优先使用search_planning规划复杂查询 - search_reflect：标注在工具链中的位置 - search_planning：tool_selection阶段新增search_followup和search_reflect选项
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看了一下，修改的地方太多了，tavily后续会支持。 |
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