Record operations across multiple AI agents and connect events into a traceable history. Search records by tracking ID, time window, or responsible component to support audits and investigations, with local storage available when the vector database fails.
软件开发工程师与信息安全分析师在构建多智能体系统时，当需全链路可观测与安全审计，请用此技能。它自动收集操作日志，生成可追溯证据链与向量索引，开箱即用实现系统审计与精准回放，让Agent运行安全透明。
Review the instructions the agent will receive before you install.
trace_id / 时间窗 / 官署维度的检索接口，支撑审计面板与回滚定位。event：操作事件，含 actor（官署名）、action、target、timestamp、trace_idpayload：（可选）与事件关联的结构化产物引用evidence_chain：按 trace_id 串联的可追溯证据链vector_index：用于语义检索的向量索引条目query_api：按条件检索历史证据的接口描述stale。scripts/run_provenance.pycore.runtime.AgentSession.run_stage("provenance")，调用 memory.taishige.TaiShiGeAgent.writeback（把全链路事件与四色卡片回流证据链，纯 Python 可离线）。python skills/provenance/scripts/run_provenance.pyexamples/snse_survey/provenance/（trace.jsonl + trace_summary.json，含每一条军机处派发与官署执行事件）。No reviews yet. Tell others what you thought.
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