feat(graph): complete stategraph cleanup and acceptance

2026-07-20 10:23:27 +08:00
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 | 日期 | slug | 说明 | 领域 | 关键词 | 关联 OpenSpec | 状态 |
 |---|---|---|---|---|---|---|
+| 2026-07-17 | chat-diagnosis-stategraph-cleanup-docs | 清理旧诊断编排闭包，对齐当前文档与 demo contract，并完成 ISS-011 最终 live、日志和数据库验收。 | Chat diagnosis orchestration/cleanup | legacy closure, current docs, orchestration trace, Maven E2E, MySQL ownership | openspec/changes/archive/2026-07-20-chat-diagnosis-stategraph-cleanup-docs | archived |
 | 2026-07-17 | chat-diagnosis-stategraph-test-suite | 建立 Workflow、Node Contract、Chat Integration 三层权威测试体系并退役旧 Hook implementation tests。 | Chat diagnosis orchestration/testing | workflow test, node contract, Chat integration, coverage matrix, Hook test retirement | openspec/changes/archive/2026-07-17-chat-diagnosis-stategraph-test-suite | archived |
 | 2026-07-17 | chat-diagnosis-stategraph-chatservice-cutover | 将复杂 Chat 单轨切换到 Diagnosis StateGraph，并增加 Run 级 orchestration trace 和 verified-only Verifier 输入。 | Chat diagnosis orchestration/production cutover | ChatService, CompiledGraph stream, runId metadata, orchestration trace, verified-only prompt, V012 | openspec/changes/archive/2026-07-17-chat-diagnosis-stategraph-chatservice-cutover | archived |
 | 2026-07-17 | chat-diagnosis-stategraph-real-nodes | 接入真实 Agent/Java Nodes、显式 Gatekeeper、可信输入投影、关键证据补查与安全 Fallback，暂不切换生产入口。 | Chat diagnosis orchestration/nodes | ReactAgent adapter, Gatekeeper node, verified input, evidence retry, safe fallback, CompiledGraph | openspec/changes/archive/2026-07-17-chat-diagnosis-stategraph-real-nodes | archived |
@@ -0,0 +1,49 @@
+# Acceptance
+
+## 静态验证
+
+- 旧闭包路径不存在，executable legacy refs=0。
+- current-doc stale architecture refs=0；历史兼容引用有明确限定。
+- `git diff --check` 通过；无新增 migration/schema 变更；临时调试标记=0。
+- 当前 change strict 和 16 个 main specs strict 全部通过。
+
+## 脚本验证
+
+- `mvn -q -DskipTests test-compile`：通过。
+- 39-suite authoritative/focused Maven command：157 tests，0 failure/error/skipped。
+- 归档前 `mvn clean` + test compilation + 43-suite deterministic command：189 tests，0 failure/error/skipped。
+- `DiagnosisTraceEvaluatorTest` + `DiagnosisEvalBaselineDiffTest`：12/12 baseline，same diff=0。
+- PowerShell parser + `InterviewDemoScriptContractTest`：通过。
+- `run-interview-demo-check.ps1 -SessionId iss-011-stage5-20260720015557 -OutputDir target/iss-011-stage5-output-current`：exit 0。
+- `scripts/query_mysql.py` exact queries：V012、Run JSON、AgentStep/ToolInvocation ownership 全部通过。
+- `openspec validate --all --strict --no-interactive`：17/17 passed；`git diff --check`、current-doc、schema、debug source、port/temp scope checks 通过。
+
+## Live E2E
+
+| 项目 | 结果 |
+|---|---|
+| Maven profile | `mvp-demo` |
+| sessionId | `iss-011-stage5-20260720015557` |
+| runId | `run-808ac38f-3ad0-4462-a6d0-ed50d8686473` |
+| Run | `CHAT/SUCCESS` |
+| answer / metrics | 109 chars / 75964ms / 111802 tokens / 8 steps / 12 tools |
+| Graph | `stategraph-v1`, `fallback`, `fallback_completed`, degraded=true, 3 transitions, retry=0 |
+| evaluation / feedback | non-empty / useful |
+| new ERROR | 0 |
+| DB ownership | wrong owner=0，wrong-session rows=0 |
+| process cleanup | owned PIDs stopped，9900 released |
+
+## 浏览器/人工验证
+
+- 不适用。本阶段验收入口是 API/PowerShell executable contract，无 UI 改动。
+
+## 未验证
+
+- 无 OpenSpec 必需项未验证。
+
+## 归档状态
+
+- ISS-011 已归档至 `mvp/issues/archived/ISS-011-chat-diagnosis-stategraph-orchestration.md`。
+- OpenSpec 归档路径：`openspec/changes/archive/2026-07-20-chat-diagnosis-stategraph-cleanup-docs`。
+- OpenSpec CLI 已同步主 specs：新增 `chat-diagnosis-stategraph-cleanup-docs`，更新 `mvp-demo-trace-acceptance` 3 项 requirement。
+- 不 push。
@@ -0,0 +1,32 @@
+# Chat Diagnosis StateGraph Cleanup And Final Acceptance
+
+## 背景
+
+ISS-011 阶段 0-4 已完成 StateGraph 设计冻结、路由骨架、真实 Nodes、ChatService 单轨切换和三层权威测试。阶段 5 负责删除旧 Hook/ThreadLocal/full-trace service 闭包、对齐当前文档与 demo executable contract，并以唯一 Run 完成最终 Maven、日志和数据库验收。
+
+## 目标
+
+- 只保留 bounded StateGraph 复杂 Chat 编排和 verified-only Verifier 输入。
+- 让 current architecture/eval/demo 文档与 Run-owned orchestration trace 一致。
+- 先通过确定性回归，再用 Maven `mvp-demo` 证明 exact Chat/Trace/feedback、日志和数据库 ownership。
+- 所有门禁通过后关闭 ISS-011，并归档阶段 5 OpenSpec。
+
+## 范围
+
+- 删除 `VerifierInputHook`、`VerifierContextHolder`、`ToolTraceSummaryService` 及其 focused test。
+- 更新 current architecture/eval/demo 文档和 interview demo check。
+- 修复 live 暴露的 Graph event classloader 边界与 nested ReactAgent resume config 问题。
+- 完成 Graph/Chat/Trace/Eval 回归、Maven live E2E、日志/MySQL 核验、进程清理和 Issue 生命周期收口。
+
+## 非目标
+
+- 不修改公开 Chat/feedback API、Executor/Verifier/Composer 业务协议或数据库 schema。
+- 不重写 archived issues、历史 design notes 和 legacy fixtures。
+- 不删除旧 Trace/fixture 对 `tool_trace_summary` 的只读兼容。
+- 不 push，不删除失败尝试的审计数据。
+
+## 元数据
+
+- 分档：complex
+- OpenSpec：`chat-diagnosis-stategraph-cleanup-docs`
+- 接口影响：L2 内部类型/状态表示修复；外部 API/DTO/schema 不变
@@ -0,0 +1,159 @@
+# Chat Diagnosis StateGraph Cleanup, Final Acceptance And Documentation Decisions
+
+## Entry Summary
+
+- 问题：ISS-011 运行时已切换且测试体系已收敛，但旧 Hook/ThreadLocal/service死代码、当前架构文档和最终 live 证据尚未闭环。
+- 期望：阶段 5完成清理、文档、自动化回归、eval、Maven E2E、日志/DB 验收、Issue 归档和独立提交。
+- 分档：complex；接口影响 L2 内部删除 + 文档/demo 验收增强，外部 API/DB 协议不变。
+- Change：`chat-diagnosis-stategraph-cleanup-docs`。
+- 授权：用户已明确要求直接实现；本阶段按此前规则执行唯一最终 E2E。
+
+## Context Sources
+
+- ISS-011 阶段 5、测试策略、协议影响、验收标准和冻结决策。
+- 阶段 0–4 OpenSpec archives、devflow acceptance 与提交 `581daff`、`42ba204`、`1460dd1`、`99e490f`、`208a231`。
+- 全仓 `VerifierInputHook`/`VerifierContextHolder`/`ToolTraceSummaryService` 定义与引用搜索。
+- `mvp/architecture/README.md` 列出的 current docs、`mvp/eval/README.md`、`mvp/demo/` scripts/checklist。
+- `mvp-demo` profile、payment-timeout request、`scripts/query_mysql.py` 和 logs/ 现有布局。
+
+## Question Pool
+
+| # | 维度 | 问题 | 模式 | 状态 |
+|---|---|---|---|---|
+| Q1 | 清理 | 旧 Hook/ThreadLocal/trace summary service 是否还有生产消费者？ | evidence-driven | 已解决 |
+| Q2 | 文档 | 哪些旧引用应更新，哪些历史材料应保留？ | evidence-driven | 已解决 |
+| Q3 | E2E | 最终 live 场景如何绑定唯一 session/run 并证明 Graph 路径？ | evidence-driven | 已解决 |
+| Q4 | 日志/DB | 如何避免用旧日志/latest DB 记录冒充当前证据？ | evidence-driven | 已解决 |
+| Q5 | 验收 | 何时允许启动 Maven、是否需要日志和 DB 查询？ | user-interview（用户最新规则） | 已确认 |
+| Q6 | 关闭 | 何时把 ISS-011 从 active 移到 archived？ | evidence-driven | 已解决 |
+
+## Evidence-driven Findings
+
+- Q1：旧闭包只有 `VerifierInputHook -> VerifierContextHolder + ToolTraceSummaryService`，以及 `ToolTraceSummaryServiceTest`；ChatService/Graph/Trace/Eval 均无引用，可整体删除。
+- 实现前规格校正：`ChatVerifierPromptContractTest` 和 `DiagnosisGraphTestSuiteStructureTest` 必须保留旧类型名称的负向字符串断言；这不构成 executable reference。OpenSpec 已收紧为无定义/import/实例化/type-use，允许负向 guard literal。
+- Q2：current architecture index 仍列 `agent-orchestration.md` 等为当前真理源，因此必须更新；`mvp/issues/design-notes`、archived issues、历史 eval fixtures 保留时间点/兼容语义，不做大规模重写。
+- Q3：`run-interview-demo-check.ps1` 已用 Chat response runId 查询 exact Trace/feedback，最适合扩展 `run.orchestrationTrace` fail-fast 和 summary，不另建重复脚本。
+- Q4：E2E 使用唯一 timestamp sessionId；日志记录启动前 byte/time 边界并按 session/run 搜索；DB 所有核心查询带 exact sessionId/runId，另查询错误 ownership count。
+- Q6：只有实现、回归、eval、live E2E、日志、DB 和 OpenSpec门禁全部通过后，Issue checkbox 才可完成并移动到 archived。
+
+## User-interview Confirmation
+
+| 问题 | 用户原话 | 状态 | OpenSpec 回写 |
+|---|---|---|---|
+| Q5 最终验收节奏 | “端到端只在最后阶段全部完成后才验证……日志在log文件夹，项目库有查询数据库的py工具” | 已确认 | proposal |
+
+## Grill-with-docs Result
+
+- Session/Run/Trace 术语保持不变；新增强调 `orchestration_trace` 是 Run 路由摘要，不属于 self-evaluation 或日志。
+- StateGraph、Workflow/Node Contract/Chat Integration 属于实现/测试架构术语，不修改业务 glossary。
+- 当前文档必须使用 explicit Gatekeeper Node、verified-only Verifier 和 bounded evidence retry；历史设计笔记仍可描述当时 Hook 架构。
+- 删除旧闭包是阶段 0 已冻结单轨迁移的自然收尾，不形成新的难逆转权衡，无需 ADR。
+
+## Discover Status
+
+- `devflow/index.md`：命中阶段 0–4 archives。
+- 接口影响：L2 内部类型删除；外部 API/DTO/DB/Prompt/状态语义无变化。
+- E2E 入口/脚本/日志/DB 工具已定位；真实执行留到 Apply 最后。
+- 未解决问题：0。
+- Draft 产物：proposal + decisions；尚未生成 design/spec/tasks，尚未删除代码或启动应用。
+
+## Architecture Audit
+
+### Module and evidence map
+
+`ChatController -> ChatService -> ChatDiagnosisGraphRuntime -> DiagnosisRealGraphActionsFactory -> explicit Nodes -> DiagnosisGraphResultMapper -> DiagnosisRun/Trace` 是唯一当前 Chat链。旧 `VerifierInputHook -> ToolTraceSummaryService/VerifierContextHolder` 已从主链断开，删除不改变输入/输出或持久化。阶段 5新增的 demo script assertion只消费 exact Trace `run.orchestrationTrace`，DB/log检查是验收消费者，不成为运行时业务依赖。
+
+| 模块 | 所有权 | 阶段 5动作 |
+|---|---|---|
+| Graph/Chat runtime | 路由、Node、Run 生命周期 | 不改行为，仅回归 |
+| Legacy Hook closure | 旧 Sequential Verifier payload | 整体删除 |
+| Current architecture docs | 当前实现真理源 | 更新 StateGraph/verified-only/trace |
+| Historical docs/fixtures | 时间点/兼容记录 | 保留，不冒充当前实现 |
+| Demo check | live Chat/Trace/feedback executable contract | 增加 exact orchestration trace fail-fast |
+| logs/MySQL | live运行证据 | 只读本次 session/run |
+| ISS/OpenSpec/devflow | 生命周期与交接 | 所有门禁通过后归档 |
+
+### Lifecycle and failure ownership
+
+- 自动化门禁失败：不启动 live Maven，修复代码/测试/规格后重跑。
+- live startup失败：应用未 ready，不执行 demo/DB成功声明，先读启动输出和新日志诊断。
+- Chat/Trace/feedback失败：保留 exact response/run证据，ISS保持 active。
+- log ERROR：逐条分类；未解释 ERROR阻塞验收。
+- DB不一致：以 exact run为准，不能用 API成功掩盖 persistence偏差。
+- finally：无论成功失败都停止本轮进程并确认端口，不扩大到未知已有进程。
+
+### Consumer and compatibility audit
+
+- 外部 API/DTO/DB consumer无迁移；demo summary仅加字段。
+- Trace UI/eval 对历史 `tool_trace_summary` 的读取保留，旧 fixture不批量迁移。
+- current docs消费者将看到新 StateGraph架构；历史链接仍可追溯 old Hook设计。
+- Issue move只改变文档位置/index，代码/运行时不依赖该路径。
+
+### Cross-artifact alignment
+
+| 上游 → 下游 | 检查内容 | 状态 |
+|---|---|---|
+| brief/proposal → proposal | cleanup、current docs、demo、regression、live/log/DB、Issue closure | 已对齐 |
+| proposal → design | 删除闭包、current/history边界、顺序、identity、日志/DB、cleanup | 已对齐 |
+| design → specs/tasks | 负向 literal例外、E2E字段、exact evidence、进程清理、Issue gate | 已对齐 |
+| specs → tasks | 每条 requirement有可执行 cleanup/docs/test/live/log/DB/closure slice | 已对齐 |
+
+### Audit result
+
+审计确认阶段 5不需要新运行时抽象或 DB migration；主要风险来自外部 live状态和证据归属，已通过 unique session/run、log boundary、exact DB queries和process ownership缓解。规格误把负向名称 literal 当 executable reference 的 gap 已修正。接口影响 L2，cross-artifact gap=0，无新 ADR。
+
+## Commit Gate
+
+- schema：spec-driven；proposal/design/2 delta specs/tasks 全部 done，applyRequires=`tasks` 已满足。
+- OpenSpec：当前 change strict pass；16 个主 specs strict pass。
+- Cross-artifact：4/4 已对齐，gap=0；负向 guard literal例外已写入 proposal/design/spec/tasks。
+- Question pool：5 个 evidence-driven 已解决，1 个 user-interview 已由用户原话确认，无未决项。
+- Interface impact：L2 internal type removal + demo/docs enhancement；外部协议/DB无变化。
+- Preflight：`git diff --check` 通过；尚未删除代码、修改 current docs/script或启动应用。
+- 结论：Draft OpenSpec 达到可执行状态，创建 `.committed` 后进入 Apply。
+
+## Apply Progress
+
+### Legacy closure removal
+
+- 已删除 `VerifierInputHook`、`VerifierContextHolder`、`ToolTraceSummaryService` 和 `ToolTraceSummaryServiceTest`，四个路径均不存在。
+- `rg` 对 `src/main`、`src/test` 的旧类型扫描仅命中 `ChatVerifierPromptContractTest` 和 `DiagnosisGraphTestSuiteStructureTest` 中的负向守卫字符串；无定义、import、实例化、继承或类型依赖。
+- 删除后 focused 回归覆盖 Executor parser、Gatekeeper service/node、VerifiedInput、Verifier、Composer、Fallback、Workflow、Node Contract、Chat integration、Trace、result mapper 和结构契约：14 suites / 82 tests，0 failure、0 error、0 skipped。
+- `mvn -q -DskipTests test-compile` 通过；Graph/shared protocol 真理源保留，Spring 当前链路所需类型可完整编译。
+
+### Current docs and demo contract
+
+- architecture index、编排、session/trace、current MVP、evidence pipeline、quality gates、feedback、retrieval 和 eval 文档已切换为 bounded StateGraph、显式 Gatekeeper/Verified Input、verified-only Verifier、有限重试/Fallback 和 Run-owned `orchestration_trace`。
+- current-doc scan 对 `SequentialAgent`、旧 Hook/ThreadLocal/service 及旧测试类名为 0 命中；`tool_trace_summary` 仅剩 4 处，均明确标注为旧 Run/fixture 只读兼容，不是当前 Verifier 输入。
+- interview demo check 绑定 Chat 返回的 exact runId，校验 Chat/Trace ownership、Run CHAT/SUCCESS、Agent/tool/self-evaluation、Graph trace 六个字段和 feedback success；summary 新增 orchestration version、final node、termination reason、degraded、transition count 和 evidence retry count。
+- PowerShell parser 语法检查通过；`InterviewDemoScriptContractTest` 2 tests 通过，覆盖 exact runId URL/response、orchestration fail-fast 和 summary 字段。
+
+### Final deterministic gates
+
+- authoritative/focused regression：39 suites / 157 tests，0 failure、0 error、0 skipped；覆盖三层 Graph、全部 Graph Node/router/trace builder、Chat/Trace/Gatekeeper/Composer、Controller、Repository、schema、feedback/tool recorder 和 demo contract。
+- fixed diagnosis eval：12/12 passed，verdict distribution 为 PASS=5、LOW_CONFID=6、REJECT=1；same-baseline diff 无 regression、0 items。
+- `mvn -q -DskipTests test-compile` 通过；当前 change strict 通过，16 个主 specs strict 全部通过。
+- `git diff --check`、legacy executable refs、current-doc stale refs 和 unexpected schema change 检查全部通过。
+- focused 回归日志中的 Graph ERROR/exception stack trace 来自 `ChatServiceGraphIntegrationTest` 对 FAILED/no-answer/unhandled failure 的显式契约用例，Maven exit 0，不是未解释的 live ERROR。
+
+### Live failure diagnosis and correction
+
+- 首次 live identity：sessionId=`iss-011-stage5-20260717140450`，runId=`run-6db680f8-f764-49d1-995f-0e55a4b05a06`。demo contract 在 exact Trace `run.orchestrationTrace=null` 处 fail-fast，未提交 feedback；Run 为 `CHAT/FAILED`，步骤/工具均为 0。
+- 新日志根因：`DiagnosisOrchestrationTraceBuilder` 收到类名相同但 classloader identity 不同的 `OrchestrationEvent`，`instanceof` 失败并抛出 `orchestration events contain unsupported value`。这是 Spring Boot DevTools live classloader 才暴露的 Graph state 表示缺陷，单元 JVM 未复现。
+- 冲突分类：代码偏离/运行时兼容 bug，OpenSpec 对 non-empty orchestration trace 和 live Maven startup 的要求正确，不修改验收口径。
+- RED：新增 portable event map builder 回归，修复前 1 test error；GREEN：Graph state 的 production/test actions 改存 classloader-neutral Map，builder兼容 local record/Map，Node/Workflow assertions 改读 Map。
+- 修复后先运行 5-suite Graph/Node/Runtime/Chat integration focused gate，再运行完整 39 suites / 157 tests，全部 0 failure/error/skipped；首次 Maven 进程链已按 ownership 停止，9900 已释放。
+
+- 第二个 live blocker 为外层 Graph `RunnableConfig` 的 resume metadata 被原样传给内层 ReactAgent，触发 `Resume request without a configured checkpoint saver`。回归先证明 nested config 与 outer config 同一且含 `HUMAN_FEEDBACK`，再改为保留 sessionId/runId、剔除 resume/state-update/checkpoint 控制信息的独立配置；5 suites / 50 tests 和随后完整 39 suites / 157 tests 通过，临时 `[DEBUG-ISS011-NODE]` 探针已删除且源码扫描为 0。
+- 2026-07-17 的一次长请求在工具执行期间遭遇外部 MySQL 瞬时 `Connection is closed`，留下精确 `RUNNING` 失败尝试；仓库查询工具随后证明数据库恢复且 server `wait_timeout=28800`。该失败未被当作验收通过，失败 Run 保留为真实审计记录。
+
+### Accepted live E2E
+
+- 启动：`mvn spring-boot:run "-Dspring-boot.run.profiles=mvp-demo"`；启动前 9900 空闲，隐藏进程链为 cmd `25080` -> Maven Java `17860` -> app Java `10732`，readiness 后执行固定 payment-timeout demo。
+- identity：sessionId=`iss-011-stage5-20260720015557`，runId=`run-808ac38f-3ad0-4462-a6d0-ed50d8686473`；Chat/Trace exact identity 一致，answer 长度 109，feedback request success。
+- Trace：Run=`CHAT/SUCCESS`，8 AgentSteps、12 ToolInvocations，self-evaluation 非空；`stategraph-v1`，final node=`fallback`，termination=`fallback_completed`，degraded=`true`，3 transitions，evidence retry count=0。
+- Fallback 原因是 Gatekeeper LOW_CONFID 且本轮模型输出缺少 `source_invocation_id`；这是按冻结契约执行的安全降级，answer 非空且未绕过 Gatekeeper，日志/DB 均可审计。
+- 最终日志发生跨日 rollover：7 月 20 日 active `application.log`/`chat.log` 全部属于本轮；`application-error.log` 最后写入仍为 7 月 17 日。本轮 `rg " ERROR "` 对 application/chat 为 0，新增 error-file bytes 为 0；session/run、Graph 75964ms、evaluation、exact Trace 和 useful feedback 均有关联日志。
+- MySQL：V012 `orchestration_trace` 为 nullable JSON；exact Run answer=109、duration=75964、token=111802、steps=8、tools=12、evaluation len=8822、trace len=438、feedback=useful；JSON 路由与 Trace 完全一致。
+- ownership：AgentStep 8、ToolInvocation 12，各自 distinct session/run=1、wrong owner=0；唯一 session 下 wrong run/step/tool 均为 0。
+- cleanup：只停止 PID `10732/17860/25080`，最终 9900 已释放，无剩余 owned process。
@@ -0,0 +1,38 @@
+# Evidence
+
+## Source And Dependency Evidence
+
+- 旧闭包四个文件已删除；`src/main`/`src/test` 旧类型扫描仅剩两个测试中的负向名称守卫，无 definition/import/instantiation/type dependency。
+- 当前真理源保留 `ExecutorEvidenceParser`、`ExecutorGatekeeperService`、`GatekeeperNode`、`VerifiedInputNode`、`VerifierNodeAdapter` 和 `DiagnosisGraphResultMapper`。
+- current docs 不再描述 SequentialAgent、Hook Gatekeeper 或 full-trace Verifier；4 处 `tool_trace_summary` 均明确为历史只读兼容。
+
+## Deterministic Evidence
+
+- 删除后 focused：14 suites / 82 tests，0 failure/error/skipped。
+- 最终 authoritative/focused：39 suites / 157 tests，0 failure/error/skipped。
+- 归档前 `mvn clean` 后重建验证：43 suites / 189 tests，0 failure/error/skipped；额外覆盖 4 个无需外部服务的现存测试类。
+- diagnosis eval：12/12 passed；PASS=5、LOW_CONFID=6、REJECT=1；same-baseline diff=0。
+- `mvn -q -DskipTests test-compile`、PowerShell parser、OpenSpec current strict、16 main specs strict、`git diff --check`、legacy/current-doc/schema scans 均通过。
+
+## Diagnose Evidence
+
+- DevTools live classloader 使 record `instanceof` 边界失效；portable event map regression 先 RED，Node state 改用 Map 且 builder 兼容 record/Map 后 GREEN。
+- outer Graph resume metadata 污染 nested ReactAgent；nested config isolation regression 先 RED，保留 session/run metadata并剔除 resume/state-update/checkpoint 控制信息后 GREEN。
+- 两次修复后均重跑 focused 和完整 deterministic gate；临时调试探针为 0。
+
+## Accepted Live Evidence
+
+- sessionId：`iss-011-stage5-20260720015557`
+- runId：`run-808ac38f-3ad0-4462-a6d0-ed50d8686473`
+- Maven profile：`mvp-demo`；Chat/Trace/feedback script exit 0。
+- Run：CHAT/SUCCESS；answer=109 chars；8 steps；12 tools；self-evaluation 非空；feedback=useful。
+- Graph：stategraph-v1；planner -> executor -> gatekeeper -> fallback；termination=fallback_completed；degraded=true；evidence retries=0。
+- Logs：本轮 active application/chat 中 ERROR=0，error appender 无新写入；session/run、evaluation、Trace、feedback 可关联。
+- DB：V012 JSON column 存在；Run fields/JSON 与 API 一致；step/tool wrong owner=0；unique-session wrong rows=0。
+- Cleanup：owned process chain 已停止，9900 已释放。
+- Archive preflight：临时 `target/iss-011-stage5*` 目录为 0，OpenSpec strict 17/17，current-doc stale=0，schema diff=0，`git diff --check` 通过。
+
+## Known Limits
+
+- 本次真实模型遗漏 `source_invocation_id`，Gatekeeper 按契约降为 LOW_CONFID 并进入安全 Fallback；这是成功且可审计的 degraded Run，不是完整 Composer 正常路径。
+- 2026-07-17 外部 MySQL 瞬时断连留下一个 RUNNING 失败尝试；它未计入验收且保留审计，不影响 2026-07-20 exact accepted Run。
@@ -1,6 +1,6 @@
 # MVP 架构文档

-**更新日期**：2026-07-10
+**更新日期**：2026-07-17

 这里是 MVP 当前架构的唯一入口。旧版设计、早期拆解和已经被新实现替代的方案已归档到：

@@ -14,9 +14,9 @@
 |---|---|
 | [current-mvp-architecture.md](current-mvp-architecture.md) | 当前可运行 MVP 的总体架构、链路、持久化和质量门禁 |
 | [interview-one-pager.md](interview-one-pager.md) | 面试一页式架构讲解，包含总图、亮点、取舍和追问回答 |
-| [agent-orchestration.md](agent-orchestration.md) | Agent 编排细节，覆盖 Chat SequentialAgent、AIOps SupervisorAgent、工具边界 |
+| [agent-orchestration.md](agent-orchestration.md) | Agent 编排细节，覆盖 Chat bounded StateGraph、AIOps SupervisorAgent、工具边界 |
 | [executor-evidence-pipeline-refactor.md](executor-evidence-pipeline-refactor.md) | Chat 证据链路当前数据契约，覆盖 Executor V2、Gatekeeper、Verifier、Composer、`evidence_refs` |
-| [harness-quality-gates.md](harness-quality-gates.md) | Prompt、Hook、Trace、Gatekeeper、Verifier、Composer、评测基线组成的质量门禁 |
+| [harness-quality-gates.md](harness-quality-gates.md) | Prompt、StateGraph、Trace、Gatekeeper、Verifier、Composer、评测基线组成的质量门禁 |
 | [rag-architecture.md](rag-architecture.md) | RAG/知识检索新架构，覆盖 L0 hint、VectorStore 主路径、SDK fallback、证据追踪 |
 | [modular-rag-pipeline.md](modular-rag-pipeline.md) | `lookup_knowledge` 模块化 RAG 落地架构，覆盖 pipeline、fallback、evidence-first contract、trace |
 | [rag-eval-closure.md](rag-eval-closure.md) | RAG 评测闭环，覆盖 offline baseline、baseline diff、diagnosis eval 和 live acceptance |
@@ -29,7 +29,7 @@

 ## 当前架构一句话

-SuperBizAgent MVP 是一个面向故障诊断的可追踪 Agent 系统：Chat 和 AIOps 入口统一进入 Agent 编排，Executor 通过显式工具收集日志、指标和知识库证据，Chat 链路由 Gatekeeper 做引用真实性校验、Verifier 做可推导性判断、Composer 生成最终表达；多轮会话元数据落到 `chat_session`，每次诊断运行落到 `diagnosis_run`，步骤和工具明细通过 `agent_step.run_id`、`tool_invocation.run_id` 关联，最终通过 Trace API 和评测脚本证明诊断链路可解释、可回放、可对比。
+SuperBizAgent MVP 是一个面向故障诊断的可追踪 Agent 系统：复杂 Chat 由有界 StateGraph 显式编排 Planner、Executor、Gatekeeper、Verified Input、Verifier、Composer 与安全 Fallback，Executor 通过工具收集日志、指标和知识库证据；多轮会话元数据落到 `chat_session`，每次诊断运行落到 `diagnosis_run`，步骤和工具明细通过 `run_id` 关联，Graph 路由摘要独立保存为 `orchestration_trace`，最终通过精确 Run Trace API 和评测脚本证明诊断链路可解释、可回放、可对比。

 ## 阅读顺序

@@ -1,6 +1,6 @@
 # Agent 编排架构

-**更新日期**：2026-07-08
+**更新日期**：2026-07-17
 **状态**：当前可运行架构
 **参考历史文档**：`archive/2026-07-05-legacy/agent-architecture.md`

@@ -8,7 +8,7 @@

 旧版 Agent 架构把系统描述为 Supervisor、Planner、SubAgent、Verifier 的团队协作。当前 MVP 保留这个核心思想，但实现更收敛：

- Chat 链路使用固定顺序工作流：`Planner -> Executor -> Gatekeeper -> Verifier -> Composer`。
+- Chat 复杂诊断使用有递归上限的显式 StateGraph；正常路径是 `Planner -> Executor -> Gatekeeper -> Verified Input -> Verifier -> Composer`，条件边负责有限技术重试、一次补证据和安全 Fallback。
 - AIOps 链路使用 `SupervisorAgent` 调度 `Planner + Executor`，最终由规则评估器做轻量验证。
 - 当前没有拆分 ExternalApiSubAgent、InternalErrorSubAgent、DatabaseSubAgent；这些作为后续演进方向保留。
 - 证据工具不直接散落在各个 Agent 里，而是通过 Spring AI ToolCallback / `@Tool` 统一暴露。
@@ -19,15 +19,19 @@
 flowchart TB
    subgraph Chat["Chat diagnosis"]
        ChatIn["POST /api/chat"] --> ChatService["ChatService"]
-        ChatService --> ChatPlanner["chat_planner"]
+        ChatService --> ChatGraph["ChatDiagnosisGraphRuntime / StateGraph"]
+        ChatGraph --> ChatPlanner["Planner Node"]
        ChatPlanner --> ChatExecutor["chat_executor"]
        ChatExecutor --> ChatTools["evidence tools"]
        ChatTools --> ChatExecutor
-        ChatExecutor --> ChatGatekeeper["ExecutorGatekeeperService"]
-        ChatGatekeeper --> ChatVerifier["chat_verifier"]
+        ChatExecutor --> ChatGatekeeper["Gatekeeper Node"]
+        ChatGatekeeper --> VerifiedInput["Verified Input Node"]
+        VerifiedInput --> ChatVerifier["Verifier Node"]
        ChatVerifier --> ChatDecision{"PASS / LOW_CONFID / REJECT"}
-        ChatDecision --> ChatComposer["chat_composer"]
+        ChatDecision --> ChatComposer["Composer Node"]
+        ChatDecision --> ChatFallback["Fallback Node"]
        ChatComposer --> ChatAnswer["final answer"]
+        ChatFallback --> ChatAnswer
    end

    subgraph AiOps["AIOps diagnosis"]
@@ -54,6 +58,7 @@ flowchart TB
    ChatPlanner --> Step
    ChatExecutor --> Step
    ChatGatekeeper --> SelfEval
+    ChatGraph --> Run
    ChatVerifier --> Step
    ChatTools --> Invocation
    ChatDecision --> SelfEval
@@ -69,19 +74,13 @@ flowchart TB

 ## 3. Chat 编排

-Chat 复杂诊断采用 `SequentialAgent`，顺序固定：
+Chat 复杂诊断采用 `ChatDiagnosisGraphRuntime` 编译的 bounded StateGraph。它有一条正常路径和显式条件边，不再依赖固定顺序 Agent 或 Verifier Hook：

 ```text
-chat_planner
-  -> chat_executor
-      -> lookup_knowledge / query_logs / query_metrics / date_time
-      -> outputs executor_evidence_v2
-  -> VerifierInputHook / ExecutorGatekeeperService
-      -> validates source_invocation_id / raw_path / evidence_excerpt
-  -> chat_verifier
-      -> judges whether verified evidence can derive claims
-  -> chat_composer
-      -> writes final user-facing answer
+START -> PLANNER -> EXECUTOR -> GATEKEEPER -> VERIFIED_INPUT -> VERIFIER -> COMPOSER -> END
+          |             |             |                         |          |
+          + retry       + fallback    + fallback                + retry    + retry/fallback
+                                                               + EVIDENCE_RETRY -> PLANNER (最多一次)
 ```

 关键行为：
@@ -90,16 +89,18 @@ chat_planner
 |---|---|---|
 | `chat_planner` | 拆解问题，注入知识域地图和对话历史，给出排查方向 | `planner_plan` |
 | `chat_executor` | 按计划调用证据工具，抽取带 `source_invocation_id + raw_path + evidence_excerpt` 的微观事实 | `executor_evidence_v2` |
-| `ExecutorGatekeeperService` | 在 Verifier 前做代码级引用验真，拒绝伪造 ID、错配 raw_path、错配 excerpt | `gatekeeper_result` |
-| `chat_verifier` | 只判断已验真 evidence excerpt 是否能推出 claim，不做新检索 | `verifier_output` |
+| `GatekeeperNode` / `ExecutorGatekeeperService` | 按当前 `runId` 做代码级引用验真，拒绝伪造 ID、错配 raw_path、错配 excerpt | `gatekeeper_result` |
+| `VerifiedInputNode` | 只投影 Gatekeeper 通过的 claims 与 matched evidence，隔离完整工具 Trace | `verified_executor_output`、`verified_evidence` |
+| `chat_verifier` | 只判断已验真的 evidence excerpt 是否能推出 claim，不做新检索、不读取完整工具 Trace | `verifier_output` |
 | `chat_composer` | 只表达 Verifier 允许输出的 claims、缺口和建议，生成最终用户答复 | `composer_output` |
+| `FallbackNode` | 在不可恢复失败或路由上限触发时生成非空安全答复 | `final_answer`、degraded trace |

-Chat 链路最多支持两轮验证：
+Chat Graph 支持有限技术重试，并只允许一次 evidence retry；所有分支最终进入 Composer 或 Fallback：

 ```mermaid
 sequenceDiagram
    autonumber
-    participant C as ChatService
+    participant C as ChatService / StateGraph
    participant P as chat_planner
    participant E as chat_executor
    participant T as tools
@@ -114,18 +115,22 @@ sequenceDiagram
    E->>T: 调用证据工具
    T-->>E: 证据结果
    E-->>C: executor_evidence_v2
-    C->>G: executor_structured_output + tool_invocation.evidence_refs
+    C->>G: executor_output + run-owned tool_invocation.evidence_refs
    G-->>C: gatekeeper_result
-    C->>V: executor_structured_output + gatekeeper_result + tool_trace_summary
+    C->>C: VerifiedInputNode projects passed claims/evidence
+    C->>V: verified_executor_output + verified_evidence + gatekeeper_audit
    V-->>C: PASS / LOW_CONFID / REJECT
    C->>R: 写入 verifier_evaluation
-    alt LOW_CONFID 且允许补证据
+    alt LOW_CONFID 且允许一次补证据
        C->>P: retry_context: 仅补缺失证据
-    else PASS 或 REJECT
+    else PASS / LOW_CONFID 可输出
        C->>M: allowed_claims + missing_info + recommended_actions
        M-->>C: composer_output
        C->>R: 保存 Composer 最终 answer
+    else 不可恢复失败
+        C->>R: Fallback 安全答复
    end
+    C->>R: 保存 orchestration_trace(version/transitions/final_node/termination_reason/degraded/evidence_retry_count)
 ```

 决策语义：
@@ -1,6 +1,6 @@
 # 当前 MVP 架构

-**更新日期**：2026-07-08
+**更新日期**：2026-07-17
 **状态**：当前可运行架构
 **适用范围**：Demo、面试讲解、后续迭代规划

@@ -36,11 +36,14 @@ flowchart TB

    subgraph Agent["Agent Orchestration"]
        Supervisor["Supervisor"]
+        StateGraph["Chat Diagnosis StateGraph"]
        Planner["Planner"]
        Executor["Executor"]
        Gatekeeper["Gatekeeper"]
+        VerifiedInput["Verified Input"]
        Verifier["Verifier"]
        Composer["Composer"]
+        Fallback["Fallback"]
    end

    subgraph Tools["Evidence Tools"]
@@ -74,7 +77,14 @@ flowchart TB
    end

    API --> App
-    ChatService --> Agent
+    ChatService --> StateGraph
+    StateGraph --> Planner
+    StateGraph --> Executor
+    StateGraph --> Gatekeeper
+    StateGraph --> VerifiedInput
+    StateGraph --> Verifier
+    StateGraph --> Composer
+    StateGraph --> Fallback
    AiOpsService --> Agent
    SkillRegistry --> PlannerSkillHook
    PlannerSkillHook --> Planner
@@ -374,11 +384,12 @@ Trace API 聚合：
 - Agent step 序列。
 - 工具调用和检索细节。
 - Chat Gatekeeper / Verifier / Composer 结果。
+- Chat `run.orchestrationTrace` 路由摘要，独立于 self-evaluation 和步骤/工具明细。
 - AIOps rule evaluation 结果。

 Trace 是本项目区别于普通问答系统的关键：答案不是孤立文本，而是可以追溯到 Agent 决策、工具调用和证据来源。

-Prompt、Hook、Gatekeeper、Verifier、Composer 和评测门禁的完整说明见 [harness-quality-gates.md](harness-quality-gates.md)，用户反馈与 `self_evaluation` 闭环见 [feedback-architecture.md](feedback-architecture.md)。
+Prompt、StateGraph、Gatekeeper、Verifier、Composer 和评测门禁的完整说明见 [harness-quality-gates.md](harness-quality-gates.md)，用户反馈与 `self_evaluation` 闭环见 [feedback-architecture.md](feedback-architecture.md)。

 ## 8. 质量门禁

@@ -386,9 +397,11 @@ Prompt、Hook、Gatekeeper、Verifier、Composer 和评测门禁的完整说明

 | 门禁 | 位置 | 作用 |
 |---|---|---|
-| Executor Gatekeeper | `VerifierInputHook` / `ExecutorGatekeeperService` | 校验 Executor 引用的 invocation、`raw_path`、`evidence_excerpt` 是否真实 |
-| Chat Verifier | `ChatService` | 判断已验真证据是否能推出 Executor claims |
-| Chat Composer | `ChatService` | 只表达 Verifier 允许输出的内容，避免把 no-evidence 说成已排除 |
+| Executor Gatekeeper | `GatekeeperNode` / `ExecutorGatekeeperService` | 校验当前 Run 的 invocation、`raw_path`、`evidence_excerpt` 是否真实 |
+| Verified Input | `VerifiedInputNode` | 仅投影 Gatekeeper 通过的 claims/evidence，阻断完整工具 Trace 进入 Verifier |
+| Chat Verifier | `VerifierNodeAdapter` | 判断已验真证据是否能推出 Executor claims |
+| Chat Composer / Fallback | `ComposerNodeAdapter` / `FallbackNode` | 输出受控答复；异常分支也必须安全终止 |
+| Graph routing | `DiagnosisGraphWorkflowTest` / `run.orchestrationTrace` | 验证条件边、有限重试、最终节点和终止原因 |
 | AIOps Rule Evaluation | `AiOpsRuleEvaluationService` | 校验告警诊断是否聚焦 payload 并使用证据 |
 | Diagnosis Eval Baseline | `mvp/eval/` | 固化诊断 trace 和报告行为 |
 | RAG Retrieval Baseline | `eval/rag-retrieval/` | 固化检索召回行为，避免 RAG 重构回退 |
@@ -399,6 +412,7 @@ Prompt、Hook、Gatekeeper、Verifier、Composer 和评测门禁的完整说明
 已经完成：

 - Chat 和 AIOps 两条入口链路。
+- Chat 复杂诊断已单轨切换到 bounded StateGraph，并持久化 Run-owned `orchestration_trace`。
 - 显式 `lookup_knowledge` Agent Tool。
 - L0 从最终决策降级为 domain/entity hint。
 - `VectorSearchService` 作为稳定检索门面。
@@ -430,6 +444,7 @@ Prompt、Hook、Gatekeeper、Verifier、Composer 和评测门禁的完整说明
 | 能力 | 代码 |
 |---|---|
 | Chat 入口与编排 | `ChatController`, `ChatService` |
+| Chat StateGraph | `ChatDiagnosisGraphRuntime`, `DiagnosisGraphFactory`, `DiagnosisRealGraphActionsFactory` |
 | AIOps 入口与编排 | `ChatController.aiOps`, `AiOpsService` |
 | AIOps 规则验证 | `AiOpsRuleEvaluationService` |
 | 知识库工具 | `LookupKnowledgeTool` |
@@ -440,5 +455,5 @@ Prompt、Hook、Gatekeeper、Verifier、Composer 和评测门禁的完整说明
 | Spring AI VectorStore 配置辅助 | `SpringAiVectorStoreSidecarService` |
 | Trace 聚合 | `DiagnosisTraceService` |
 | 工具调用记录 | `ToolInvocationRecorder` |
-| Executor 引用验真 | `ExecutorGatekeeperService`, `VerifierInputHook` |
+| Executor 引用验真与投影 | `GatekeeperNode`, `ExecutorGatekeeperService`, `VerifiedInputNode` |
 | self_evaluation 合并 | `SelfEvaluationMergeService` |
@@ -1,7 +1,7 @@
 # Chat Evidence Pipeline Contracts

 **状态**：当前实现
-**更新日期**：2026-07-08
+**更新日期**：2026-07-17
 **范围**：Chat 复杂诊断链路中的 Planner、Executor、Gatekeeper、Verifier、Composer 数据契约

 当前 Chat 复杂诊断链路是：
@@ -9,7 +9,8 @@
 ```text
 chat_planner
  -> chat_executor
-  -> VerifierInputHook / ExecutorGatekeeperService
+  -> GatekeeperNode / ExecutorGatekeeperService
+  -> VerifiedInputNode
  -> chat_verifier
  -> chat_composer
  -> final answer
@@ -219,13 +220,13 @@ Executor 必须遵守：

 ## 4. Gatekeeper

-Gatekeeper 位于 Verifier 前，由 `VerifierInputHook` 触发，负责代码级引用真实性校验。
+Gatekeeper 是 StateGraph 中的显式 Node，调用 `ExecutorGatekeeperService` 对当前 Run 的证据引用做代码级真实性校验。

 ### 4.1 输入

- `sessionId`
+- `sessionId + runId`（来自 `RunnableConfig`，工具查询以 `runId` 为边界）
 - `executor_structured_output`
- 当前 session 的 `tool_invocation`
+- 当前 run 的 `tool_invocation`

 ### 4.2 输出

@@ -304,22 +305,20 @@ Gatekeeper 位于 Verifier 前，由 `VerifierInputHook` 触发，负责代码

 ## 5. Verifier

-Verifier 输入由 `VerifierInputHook` 构造：
+`VerifiedInputNode` 只保留 Gatekeeper 检查通过的 claim/binding，并为 Verifier 构造最小输入：

 ```json
 {
-  "original_query": "用户原始问题",
-  "executor_final_answer": "{...executor raw text for debug/fallback only...}",
-  "executor_structured_output": {
+  "diagnosis_context": {
+    "query": "用户原始问题"
+  },
+  "verified_executor_output": {
    "answer_version": "executor_evidence_v2",
    "claims": []
  },
-  "executor_output_parse_status": {
-    "status": "valid",
-    "detail": "parsed executor evidence contract"
-  },
-  "tool_trace_summary": [],
-  "gatekeeper_result": {},
+  "verified_evidence": [],
+  "gatekeeper_audit": {},
+  "verdict_ceiling": "PASS",
  "retry_context": null
 }
 ```
@@ -330,7 +329,7 @@ Verifier 职责：
 - 不读 skill。
 - 不逐字核验 excerpt 真伪；这由 Gatekeeper 完成。
 - 只判断 `claim_text` 是否能由已核验的 `evidence_excerpt` 推出。
- 结构化输出有效时，不得从 `executor_final_answer` 抽取额外确认事实。
+- 不读取 Executor 原始答复或完整工具 Trace，只读取 verified projection。
 - 对 `gatekeeper_result.severity=reject` 不得输出 `PASS`。
 - 对 `gatekeeper_result.severity=low_confid` 不得输出 `PASS`。

@@ -410,7 +409,7 @@ Composer 位于 Verifier 之后，输入是 ChatService 过滤后的允许表达
      "rule_set_version": "gatekeeper-rules-v1"
    },
    "composer_output": {},
-    "tool_trace_summary": []
+    "verified_evidence": []
  }
 }
 ```
@@ -422,6 +421,9 @@ Trace API 可用于回放：
 - Gatekeeper 是否通过、是否自动回填。
 - Verifier 如何判断可推导性。
 - Composer 最终如何表达给用户。
+- `run.orchestrationTrace` 如何经过条件边、有限重试并终止。
+
+历史 Run/fixture 的 `verifier_evaluation.tool_trace_summary` 仍可被 Trace UI 或离线评测只读解析，但它是旧链路兼容字段，不是当前 Verifier 输入，也不再由生产链路生成。

 ---

@@ -1,6 +1,6 @@
 # 反馈与自评估架构

-**更新日期**：2026-07-10
+**更新日期**：2026-07-17
 **状态**：当前可运行架构
 **参考历史文档**：`archive/2026-07-05-legacy/confidence-feedback.md`

@@ -27,9 +27,8 @@ flowchart TD
        Invocation["tool_invocation"] --> RuleEval["EvaluationService: rule_evaluation"]
        Invocation --> EvidenceRefs["evidence_refs"]
        EvidenceRefs --> Gatekeeper["ExecutorGatekeeperService"]
-        Invocation --> TraceSummary["ToolTraceSummaryService"]
-        Gatekeeper --> Verifier["chat_verifier"]
-        TraceSummary --> Verifier
+        Gatekeeper --> Projection["VerifiedInputNode"]
+        Projection --> Verifier["chat_verifier"]
        Verifier --> VerifierEval["verifier_evaluation"]
        Verifier --> Composer["chat_composer"]
        Composer --> VerifierEval
@@ -81,7 +80,7 @@ flowchart TD
    "executor_structured_output": {},
    "gatekeeper_result": {},
    "composer_output": {},
-    "tool_trace_summary": []
+    "verified_evidence": []
  },
  "aiops_rule_evaluation": {
    "verdict": "...",
@@ -136,14 +135,13 @@ Chat 自评估分三步：
 ```mermaid
 flowchart LR
    ExecutorOutput["executor_evidence_v2"] --> Gatekeeper["ExecutorGatekeeperService"]
-    Invocation["tool_invocation"] --> Summary["ToolTraceSummaryService"]
-    Invocation --> EvidenceRefs["retrieval_details.evidence_refs"]
+    Invocation["tool_invocation"] --> EvidenceRefs["retrieval_details.evidence_refs"]
    EvidenceRefs --> Gatekeeper
    Gatekeeper --> GateResult["gatekeeper_result"]
-    Summary --> Evidence["tool_trace_summary"]
-    GateResult --> Verifier["chat_verifier"]
-    ExecutorOutput --> Verifier
-    Evidence --> Verifier
+    GateResult --> Projection["VerifiedInputNode"]
+    ExecutorOutput --> Projection
+    Projection --> VerifiedOutput["verified_executor_output + verified_evidence"]
+    VerifiedOutput --> Verifier["chat_verifier"]
    Verifier --> Output["verifier_output JSON"]
    Output --> Composer["chat_composer"]
    Composer --> ComposerOutput["composer_output"]
@@ -163,9 +161,9 @@ Verifier 输出：
 | `facts_checked` | 逐条事实校验 |
 | `rationale` | 判定原因 |
 | `executor_structured_output` | Executor 输出的结构化 claims 与证据绑定 |
+| `verified_evidence` | Gatekeeper 通过并投影给 Verifier 的最小 matched evidence |
 | `gatekeeper_result` | 引用真实性校验结果 |
 | `composer_output` | 最终表达的解析状态和摘要 |
-| `tool_trace_summary` | 本次校验使用的工具调用导航索引 |

 ChatService 根据 verdict 决定：

@@ -177,6 +175,7 @@ ChatService 根据 verdict 决定：

 - `executor_final_answer` 只作为 debug/fallback 上下文；结构化输出有效时，Verifier 不得从中抽取额外确认事实。
 - `$.no_evidence` 只能表达“当前查询未检索到匹配证据”，不能表达“已排除/确认没有”。
+- `run.orchestrationTrace` 是独立的 StateGraph 路由摘要，不属于 `self_evaluation`；历史 `tool_trace_summary` 仅用于旧 Run/fixture 只读兼容，不是当前 Verifier 输入。

 ## 6. AIOps 规则自评估

@@ -1,6 +1,6 @@
 # Harness 与质量门禁架构

-**更新日期**：2026-07-08
+**更新日期**：2026-07-17
 **状态**：当前可运行架构 + 后续门禁规划
 **参考历史文档**：`archive/2026-07-05-legacy/agent-architecture.md`

@@ -20,6 +20,7 @@ Agent 系统的核心风险不是“没有答案”，而是：
 Prompt contract
  + Tool boundary
  + Agent hooks
+  + StateGraph routing contract
  + Trace persistence
  + Gatekeeper deterministic validation
  + Verifier / rule evaluation
@@ -31,7 +32,7 @@ Prompt contract
 ```mermaid
 flowchart TB
    Input["User / AIOps input"] --> Prompt["Prompt contract"]
-    Prompt --> Agent["Planner / Executor / Verifier / Composer"]
+    Prompt --> Agent["Diagnosis StateGraph Nodes"]
    Agent --> Tools["Evidence tools"]
    Tools --> Invocation["tool_invocation"]
    Agent --> StepHook["AgentLoggingHook"]
@@ -41,15 +42,16 @@ flowchart TB
    Invocation --> EvidenceRefs["retrieval_details.evidence_refs"]
    EvidenceRefs --> Gatekeeper["ExecutorGatekeeperService"]
    Agent --> Gatekeeper
-    Invocation --> TraceSummary["ToolTraceSummaryService"]
-    Gatekeeper --> Verifier["chat_verifier"]
-    TraceSummary --> Verifier
+    Gatekeeper --> Projection["VerifiedInputNode"]
+    Projection --> Verifier["chat_verifier"]
    Verifier --> SelfEval["self_evaluation.verifier_evaluation"]

    Invocation --> AiOpsRule["AiOpsRuleEvaluationService"]
    AiOpsRule --> AiOpsEval["self_evaluation.aiops_rule_evaluation"]

    Run --> TraceAPI["DiagnosisTraceService"]
+    Agent --> Routing["diagnosis_run.orchestration_trace"]
+    Routing --> TraceAPI
    Step --> TraceAPI
    Invocation --> TraceAPI
    SelfEval --> TraceAPI
@@ -161,7 +163,7 @@ error_message

 ## 6. Gatekeeper 与 Verifier 门禁

-Chat Verifier 前置一层 Gatekeeper。Gatekeeper 不调用 LLM，只用代码检查 Executor 输出的证据引用是否真实存在。
+Chat StateGraph 在 Verifier 前显式执行 Gatekeeper 和 Verified Input。Gatekeeper 不调用 LLM，只用代码检查 Executor 输出的证据引用是否真实存在；Verified Input 只投影通过的 binding。

 ```mermaid
 flowchart LR
@@ -169,11 +171,12 @@ flowchart LR
    ExecutorOutput["executor_evidence_v2"] --> Gatekeeper["ExecutorGatekeeperService"]
    EvidenceRefs --> Gatekeeper
    Gatekeeper --> GateResult["gatekeeper_result"]
-    Invocation --> Summary["ToolTraceSummaryService"]
-    Summary --> EvidenceIndex["tool_trace_summary"]
+    GateResult --> Projection["VerifiedInputNode"]
+    Projection --> VerifiedClaims["verified_executor_output"]
+    Projection --> VerifiedEvidence["verified_evidence"]
    GateResult --> Verifier["chat_verifier"]
-    ExecutorOutput --> Verifier
-    EvidenceIndex --> Verifier
+    VerifiedClaims --> Verifier
+    VerifiedEvidence --> Verifier
    Verifier --> Verdict{"verdict"}
    Verdict -->|PASS| Composer["chat_composer"]
    Composer --> Pass["输出最终答复"]
@@ -215,7 +218,7 @@ Verifier 不再逐字核验 excerpt 真伪；这由 Gatekeeper 完成。Verifier
 diagnosis_run.self_evaluation.verifier_evaluation
 ```

-其中同时持久化 `executor_structured_output`、`gatekeeper_result`、`tool_trace_summary`、`prompt_audit` 和 `composer_output`，用于 Trace 回放。
+其中持久化 verified `executor_structured_output`、`verified_evidence`、`gatekeeper_result`、`prompt_audit` 和 `composer_output`，用于 Trace 回放。Graph 路由另存 `diagnosis_run.orchestration_trace`；历史 `tool_trace_summary` 只作为旧 Run/fixture 的读取兼容字段，不属于当前 Verifier 输入。

 ## 7. AIOps 规则门禁

@@ -142,7 +142,7 @@ post-retrieval 层再把检索候选归一为：
 - 给 Agent 输出 completeness hint。
 - 写入 `tool_invocation.relevance_level`。
 - 给 Gatekeeper 提供 `evidence_refs` 引用验真源。
- 给 Verifier 构造 `tool_trace_summary` 审计导航。
+- 由 Gatekeeper 核验后，经 `VerifiedInputNode` 给 Verifier 构造最小 `verified_evidence` 投影。
 - 供 EvaluationService 计算 evidence score。

 ## 6. 文档切片和 metadata
@@ -180,11 +180,13 @@ flowchart LR
    Recorder --> Invocation["tool_invocation"]
    Invocation --> Trace["DiagnosisTraceService"]
    Invocation --> Gatekeeper["ExecutorGatekeeperService"]
-    Invocation --> Summary["ToolTraceSummaryService"]
-    Summary --> Verifier["chat_verifier"]
+    Gatekeeper --> Projection["VerifiedInputNode"]
+    Projection --> Verifier["chat_verifier"]
    Invocation --> Eval["EvaluationService / RAG eval"]
 ```

+旧 Trace/fixture 中的 `tool_trace_summary` 只保留读取兼容；当前 StateGraph 不再生成它，也不会把完整工具调用摘要输入 Verifier。
+
 `tool_invocation` 中与检索相关的字段：

 ```text
@@ -1,6 +1,6 @@
 # 会话与 Trace 生命周期

-**更新日期**：2026-07-10
+**更新日期**：2026-07-17
 **状态**：当前可运行架构
 **参考历史文档**：`archive/2026-07-05-legacy/session-management.md`

@@ -29,7 +29,7 @@ flowchart TD
    Session --> Run["create diagnosis_run(runId)"]
    Run --> Running["run.status = RUNNING"]

-    Running --> Agent["Agent workflow"]
+    Running --> Agent["Chat StateGraph / AIOps workflow"]
    Agent --> Context["execution context(sessionId, runId)"]
    Context --> StepHook["AgentLoggingHook"]
    StepHook --> Step["agent_step(session_id, run_id)"]
@@ -37,7 +37,8 @@ flowchart TD
    Tool --> Invocation["tool_invocation(session_id, run_id)"]
    Invocation --> Gatekeeper["Gatekeeper evidence validation"]

-    Agent --> Final{"workflow result"}
+    Agent --> GraphTrace["Chat: save orchestration_trace"]
+    GraphTrace --> Final{"workflow result"}
    Final -->|success| Success["run.status = SUCCESS, answer saved"]
    Final -->|failed| Failed["run.status = FAILED"]

@@ -81,6 +82,7 @@ stateDiagram-v2
 | `status` | `diagnosis_run` | 单次运行执行状态 |
 | `answer` | `diagnosis_run` | 本次运行最终报告或答复 |
 | `self_evaluation` | `diagnosis_run` | 本次运行系统自评估 JSON |
+| `orchestration_trace` | `diagnosis_run` | Chat StateGraph 路由摘要；包含 version、transitions、final node、termination reason、degraded 和 evidence retry count |
 | `feedback` | `diagnosis_run` | 本次运行用户反馈 |

 `feedback` 不修改 `status`。一个执行成功但用户标记 `not_useful` 的 run，仍然应该是 `SUCCESS + feedback=not_useful`。
@@ -115,7 +117,7 @@ ToolInvocationRecorder
  -> retrieval_details / evidence_refs
 ```

-Verifier、Gatekeeper 和 EvaluationService 应按 `run_id` 读取工具调用，避免同一 session 的其他 run 参与评分或证据校验。
+Gatekeeper 和 EvaluationService 按 `run_id` 读取工具调用，避免同一 session 的其他 run 参与评分或证据校验。Verifier 只读取 `VerifiedInputNode` 生成的 verified projection，不直接读取完整工具调用列表。

 ## 7. Trace API 聚合

@@ -128,6 +130,7 @@ GET /api/diagnosis/{sessionId}/trace?runId=run-...

 ```text
 diagnosis_run by sessionId + runId
+  + run.orchestrationTrace parsed from diagnosis_run.orchestration_trace
  + chat_session metadata when available
  + agent_step where run_id = runId, ordered by the Trace API
  + tool_invocation where run_id = runId order by id
@@ -136,16 +139,20 @@ diagnosis_run by sessionId + runId

 当 `runId` 缺失时，Trace API 为兼容旧客户端解析最新 run，并在响应中返回 resolved `runId`。当 `runId` 属于其他 `sessionId` 时，API 必须拒绝，不能泄漏其他会话的 Trace。

+`run.orchestrationTrace` 只属于精确 Run 投影，不复制到顶层或 `session`。它解释 Graph 路由；`selfEvaluation` 解释证据/答案质量；`steps` 和 `toolInvocations` 保存详细执行证据，三者职责互不替代。历史 Run 的该字段可以为空。
+
 ## 8. Chat 与 AIOps 差异

 | 维度 | Chat | AIOps |
 |---|---|---|
 | `agent_flow` | `CHAT` | `AI_OPS` |
-| 编排方式 | `SequentialAgent`: Planner -> Executor -> Gatekeeper -> Verifier -> Composer | `SupervisorAgent`: Planner + Executor |
+| 编排方式 | bounded `StateGraph`: Planner / Executor / Gatekeeper / Verified Input / Verifier / Composer / Fallback | `SupervisorAgent`: Planner + Executor |
 | 自评估 | `rule_evaluation` + `verifier_evaluation` | `aiops_rule_evaluation` |
 | 答案字段 | Chat 最终答复 | 告警分析报告 |
 | runId 暴露 | `/api/chat` JSON response | `/api/ai_ops` SSE metadata message |

+Chat StateGraph 的权威自动化验收分三层：`DiagnosisGraphWorkflowTest` 验证路由，`DiagnosisGraphNodeContractTest` 验证真实 Node 输入输出，`ChatServiceGraphIntegrationTest` 验证 Run 生命周期、Trace 持久化和对外集成。
+
 ## 9. 清理与边界

 - Redis 会话历史用于多轮上下文，不是长期审计记录。
@@ -8,7 +8,7 @@
 - `interview-walkthrough.md`：面试讲解话术。
 - `evidence-pipeline-scenarios.md`：PASS / LOW_CONFID / REJECT / no-evidence 场景矩阵。
 - `trace-inspection-checklist.md`：Trace 字段检查清单。
- `scripts/run-interview-demo-check.ps1`：面试预检脚本，包含服务可达性、Chat、Trace、反馈和 summary 输出。
+- `scripts/run-interview-demo-check.ps1`：面试预检脚本，绑定 exact runId，强制校验 Run orchestration trace，并输出 Chat、Trace、反馈和 summary。
 - `scripts/run-payment-timeout-demo.ps1`：本地可执行 Demo 脚本。
 - `interview-q-and-a.md`：面试追问回答，覆盖 Agent 工程取舍、审计和评测。
 - `requests/payment-timeout-chat.json`：固定 Chat 请求 payload。
@@ -51,6 +51,8 @@ mvp/demo/output/feedback-response.json
 mvp/demo/output/interview-demo-summary.json
 ```

+自动化验收应传入唯一 `-SessionId`，并用 `-OutputDir target/...` 避免覆盖仓库样例。脚本从 Chat 响应取得 exact `runId`，缺少 `data.run.orchestrationTrace` 或 version/final node/termination reason/transitions/degraded/evidence retry count 时会立即失败。summary 额外包含 `orchestrationVersion`、`finalNode`、`terminationReason`、`degraded`、`transitionCount` 和 `evidenceRetryCount`。
+
 手动请求：

 ```powershell
@@ -100,6 +102,10 @@ Invoke-RestMethod `
 - `data.runId` 等于 `$runId`
 - `data.session.sessionId` 等于 Chat session id
 - `data.run.runId` 等于 `$runId`
+- `data.run.orchestrationTrace.version` 非空
+- `data.run.orchestrationTrace.final_node` 和 `termination_reason` 非空
+- `data.run.orchestrationTrace.transitions` 是本次 Graph 的条件边记录
+- `data.run.orchestrationTrace.degraded` 和 `evidence_retry_count` 记录安全降级与补证据次数
 - `data.steps` 包含 planner / executor / verifier 等步骤
 - `data.toolInvocations` 包含 `lookup_knowledge`、`query_logs`、`query_metrics` 等证据工具
 - `data.session.selfEvaluation` 包含 verifier 或 rule evaluation
@@ -174,9 +180,10 @@ Chat 主线：
 ```text
 一个 session id + 一个 run id
 -> 用户问题
-> 多 Agent 执行
+-> bounded StateGraph（Planner / Executor / Gatekeeper / Verified Input / Verifier / Composer / Fallback）
 -> 证据工具
 -> Verifier / self_evaluation
+-> run.orchestrationTrace 路由摘要
 -> 最终答案
 -> 用户反馈
 -> Trace API 回放
@@ -79,6 +79,15 @@ $chatPath = Join-Path $OutputDir "chat-response.json"
 $chat | ConvertTo-Json -Depth 30 | Set-Content -Encoding UTF8 -Path $chatPath

 $runId = $chat.data.runId
+if ($chat.data.success -ne $true) {
+    throw "Chat response was not successful."
+}
+if ([string]::IsNullOrWhiteSpace([string]$chat.data.answer)) {
+    throw "Chat response did not include a non-empty answer."
+}
+if ($chat.data.sessionId -ne $SessionId) {
+    throw "Chat response sessionId '$($chat.data.sessionId)' did not match requested sessionId '$SessionId'."
+}
 if (-not $runId) {
    throw "Chat response did not include runId; exact trace verification cannot continue."
 }
@@ -92,6 +101,51 @@ $trace = Invoke-RestMethod @traceRequest
 $tracePath = Join-Path $OutputDir "trace-response.json"
 $trace | ConvertTo-Json -Depth 80 | Set-Content -Encoding UTF8 -Path $tracePath

+$traceData = Get-TraceData -TraceResponse $trace
+if ($null -eq $traceData -or $null -eq $traceData.run) {
+    throw "Exact Trace response did not include data.run."
+}
+if ($traceData.runId -ne $runId -or $traceData.run.runId -ne $runId) {
+    throw "Exact Trace runId did not match Chat runId '$runId'."
+}
+if ($traceData.run.sessionId -ne $SessionId) {
+    throw "Exact Trace run did not belong to requested sessionId '$SessionId'."
+}
+
+$orchestrationTrace = $traceData.run.orchestrationTrace
+if ($null -eq $orchestrationTrace) {
+    throw "Exact Trace data.run.orchestrationTrace is missing."
+}
+foreach ($field in @("version", "final_node", "termination_reason")) {
+    if (-not ($orchestrationTrace.PSObject.Properties.Name -contains $field) -or
+        [string]::IsNullOrWhiteSpace([string]$orchestrationTrace.$field)) {
+        throw "Exact Trace data.run.orchestrationTrace.$field is missing."
+    }
+}
+foreach ($field in @("transitions", "degraded", "evidence_retry_count")) {
+    if (-not ($orchestrationTrace.PSObject.Properties.Name -contains $field)) {
+        throw "Exact Trace data.run.orchestrationTrace.$field is missing."
+    }
+}
+if ($null -eq $orchestrationTrace.transitions) {
+    throw "Exact Trace data.run.orchestrationTrace.transitions must be an array."
+}
+if ([int]$orchestrationTrace.evidence_retry_count -lt 0) {
+    throw "Exact Trace data.run.orchestrationTrace.evidence_retry_count must not be negative."
+}
+if ($traceData.run.status -ne "SUCCESS" -or $traceData.run.agentFlow -ne "CHAT") {
+    throw "Exact Trace run must be CHAT/SUCCESS."
+}
+if ([string]::IsNullOrWhiteSpace([string]$traceData.run.answer)) {
+    throw "Exact Trace run did not include a non-empty answer."
+}
+if (@($traceData.steps).Count -eq 0 -or @($traceData.toolInvocations).Count -eq 0) {
+    throw "Exact Trace did not include both Agent steps and tool invocation evidence."
+}
+if ($null -eq $traceData.run.selfEvaluation) {
+    throw "Exact Trace run did not include selfEvaluation."
+}
+
 $feedbackBody = @{
    sessionId = $SessionId
    runId = $runId
@@ -105,11 +159,13 @@ $feedbackRequest = @{
    Body = $feedbackBody
 }
 $feedback = Invoke-RestMethod @feedbackRequest
+if ($feedback.success -ne $true) {
+    throw "Feedback request was not successful for runId '$runId'."
+}

 $feedbackPath = Join-Path $OutputDir "feedback-response.json"
 $feedback | ConvertTo-Json -Depth 30 | Set-Content -Encoding UTF8 -Path $feedbackPath

-$traceData = Get-TraceData -TraceResponse $trace
 $selfEvaluation = Get-SelfEvaluation -TraceData $traceData
 $verifierEvaluation = $null
 if ($null -ne $selfEvaluation) {
@@ -138,6 +194,7 @@ if ($null -ne $promptAudit) {
    $promptAuditVersion = $promptAudit.version
 }
 $toolNames = Get-ToolNames -TraceData $traceData
+$transitionCount = @($orchestrationTrace.transitions).Count
 $summaryPath = Join-Path $OutputDir "interview-demo-summary.json"

 $summary = [ordered]@{
@@ -149,6 +206,12 @@ $summary = [ordered]@{
    gatekeeperStatus = $gatekeeperStatus
    gatekeeperRuleSetVersion = $gatekeeperRuleSetVersion
    promptAuditVersion = $promptAuditVersion
+    orchestrationVersion = $orchestrationTrace.version
+    finalNode = $orchestrationTrace.final_node
+    terminationReason = $orchestrationTrace.termination_reason
+    degraded = [bool]$orchestrationTrace.degraded
+    transitionCount = $transitionCount
+    evidenceRetryCount = [int]$orchestrationTrace.evidence_retry_count
    toolNames = $toolNames
    paths = [ordered]@{
        chat = $chatPath
@@ -165,4 +228,6 @@ Write-Host "Interview demo preflight completed."
 Write-Host "Verdict: $($summary.verdict)"
 Write-Host "Gatekeeper rules: $($summary.gatekeeperRuleSetVersion)"
 Write-Host "Prompt audit: $($summary.promptAuditVersion)"
+Write-Host "Graph final node: $($summary.finalNode)"
+Write-Host "Graph termination: $($summary.terminationReason)"
 Write-Host "Summary: $summaryPath"
@@ -7,16 +7,30 @@
 | JSON path | 检查点 | 面试讲点 |
 |---|---|---|
 | `data.runId` / `data.run.runId` | 是否等于 demo 响应中的 `runId` | `runId` 精确绑定这一次诊断运行 |
-| `data.session.sessionId` | 是否等于 `mvp-demo-payment-timeout-001` | `sessionId` 保留多轮上下文，Trace 精确回放依赖 `runId` |
-| `data.session.query` | 是否包含支付超时问题 | Trace 记录了原始用户意图 |
-| `data.session.answer` | 是否包含最终诊断答案 | 最终答案没有脱离 Trace |
-| `data.session.selfEvaluation` | 是否包含 verifier 或 rule evaluation | 答案经过质量门，不只是模型原始输出 |
-| `data.session.selfEvaluation.verifier_evaluation.gatekeeper_result.rule_set_version` | 如果是 Chat V2 链路，是否记录 Gatekeeper 规则版本 | 安全规则可审计、可回归 |
-| `data.session.selfEvaluation.verifier_evaluation.prompt_audit.version` | 如果是 Chat V2 链路，是否记录 Prompt 审计版本 | Prompt 变更可解释、可回归 |
-| `data.session.selfEvaluation.verifier_evaluation.prompt_audit.prompts[*].version` | 是否记录 planner / executor / verifier / composer 版本 | 便于定位 Prompt 变更影响 |
-| `data.session.feedback` | 提交反馈后是否变为 `useful` | 用户反馈挂在当前 diagnosis run 上 |
+| `data.run.sessionId` | 是否等于本次 Chat 请求的唯一 sessionId | `sessionId` 保留多轮上下文，Trace 精确回放依赖 `runId` |
+| `data.run.query` | 是否包含支付超时问题 | Trace 记录了原始用户意图 |
+| `data.run.answer` | 是否包含最终诊断答案 | 最终答案没有脱离 Trace |
+| `data.run.selfEvaluation` | 是否包含 verifier 或 rule evaluation | 答案经过质量门，不只是模型原始输出 |
+| `data.run.selfEvaluation.verifier_evaluation.gatekeeper_result.rule_set_version` | 是否记录 Gatekeeper 规则版本 | 安全规则可审计、可回归 |
+| `data.run.selfEvaluation.verifier_evaluation.prompt_audit.version` | 是否记录 Prompt 审计版本 | Prompt 变更可解释、可回归 |
+| `data.run.selfEvaluation.verifier_evaluation.prompt_audit.prompts[*].version` | 是否记录 planner / executor / verifier / composer 版本 | 便于定位 Prompt 变更影响 |
+| `data.run.feedback` | 提交反馈后是否变为 `useful` | 用户反馈挂在当前 diagnosis run 上 |

-## 2. Agent 步骤
+## 2. StateGraph 路由
+
+| JSON path | 检查点 | 面试讲点 |
+|---|---|---|
+| `data.run.orchestrationTrace.version` | 是否存在当前 trace contract 版本 | 路由摘要可演进、可兼容 |
+| `data.run.orchestrationTrace.transitions[*]` | 是否记录实际经过的 Node 和 route | Graph 条件边不是从日志推断 |
+| `data.run.orchestrationTrace.final_node` | 最终是 Composer 还是 Fallback | 正常输出与安全降级明确区分 |
+| `data.run.orchestrationTrace.termination_reason` | 是否给出终止原因 | 每次 Run 都有可解释终点 |
+| `data.run.orchestrationTrace.degraded` | 是否发生安全降级 | fallback 是可审计行为 |
+| `data.run.orchestrationTrace.evidence_retry_count` | 是否为 0 或 1 | 补证据循环有硬上限 |
+| `interview-demo-summary.json.finalNode` 等摘要字段 | 是否与 exact Trace 一致 | summary 只消费 Run 路由真理源 |
+
+`orchestrationTrace` 负责路由；`selfEvaluation` 负责证据和答案质量；AgentStep/ToolInvocation 负责详细执行与工具证据。三者不能互相替代。
+
+## 3. Agent 步骤

 | JSON path | 检查点 | 面试讲点 |
 |---|---|---|
@@ -25,7 +39,7 @@
 | `data.steps[*].durationMs` | 是否有步骤耗时 | Trace 可用于耗时分析 |
 | `data.steps[*].tokenCount` | 如可用，是否记录 token | Trace 可用于模型成本分析 |

-## 3. 工具证据
+## 4. 工具证据

 | JSON path | 检查点 | 面试讲点 |
 |---|---|---|
@@ -37,7 +51,7 @@
 | `data.toolInvocations[*].retrievalDetails.evidence_refs` | 是否包含 `raw_path + text` | Gatekeeper 可以用代码核对 Executor 引用 |
 | `data.toolInvocations[*].relevanceLevel` | 是否有相关性等级 | 可解释检索结果强弱 |

-## 4. Summary
+## 5. Summary

 | JSON path | 检查点 | 面试讲点 |
 |---|---|---|
@@ -46,7 +60,7 @@
 | `data.summary.hasVerifierEvaluation` | 是否存在 Verifier 结果 | 最终答案经过质量门 |
 | `data.summary.hasFeedback` | 提交反馈后是否为 true | 人类反馈闭环完成 |

-## 5. 好的结果长什么样
+## 6. 好的结果长什么样

 ```text
 同一个 session id + run id
@@ -54,5 +68,6 @@
 -> 持久化 agent steps
 -> 持久化 evidence tool calls
 -> verifier / self-evaluation
+-> run.orchestrationTrace routing summary
 -> feedback attached to the same run
 ```
@@ -4,13 +4,15 @@ This folder contains the fixed offline regression set for the MVP diagnosis Agen

 ## Background

-The current diagnosis chain is:
+The current complex Chat diagnosis chain is a bounded StateGraph:

 ```text
-Planner -> Executor -> Gatekeeper -> Verifier -> Composer -> final answer
+Planner -> Executor -> Gatekeeper -> Verified Input -> Verifier -> Composer -> final answer
+                                      |                         |
+                                      + bounded evidence retry  + safe Fallback
 ```

-Stages 1-4 introduced Executor V2 structured output, deterministic Gatekeeper audit, Verifier `claim_checks`, and Composer final-answer rendering. Stage 5 makes those audit fields part of the offline regression harness so future prompt, tool, or chain changes can be checked without relying on a one-off demo.
+Executor V2 structured output, deterministic Gatekeeper audit, verified-only Verifier input, `claim_checks`, Composer rendering, and StateGraph routing are covered by deterministic tests so future prompt, tool, or graph changes can be checked without relying on a one-off demo.

 ## Scope

@@ -55,10 +57,10 @@ Run the focused evaluator test:
 mvn -q "-Dtest=DiagnosisTraceEvaluatorTest" test
 ```

-Run the broader phase-5 regression set:
+Run the authoritative Graph layers plus the fixed evaluator checks:

 ```powershell
-mvn "-Dtest=DiagnosisTraceEvaluatorTest,DiagnosisEvalBaselineDiffTest,ExecutorGatekeeperServiceTest,VerifierInputHookTest,ChatServiceSequentialAgentTest" test
+mvn -q "-Dtest=DiagnosisGraphWorkflowTest,DiagnosisGraphNodeContractTest,ChatServiceGraphIntegrationTest,DiagnosisTraceEvaluatorTest,DiagnosisEvalBaselineDiffTest,ExecutorGatekeeperServiceTest" test
 ```

 When fixtures or evaluator rules change, regenerate both baseline reports from the same case file and fixture directory, then update JSON and Markdown together.
@@ -1,6 +1,6 @@
 # MVP Issues 索引

-**更新日期**：2026-07-16
+**更新日期**：2026-07-20
 **状态**：按活跃问题、设计笔记、RAG 问题集和已归档问题整理

 ## 目录约定
@@ -16,7 +16,6 @@

 | 名称 | 标题 | 严重程度 | 状态 | 文件 |
 |---|---|---|---|---|
-| ISS-011 | Chat 诊断 StateGraph 编排改造 | 高 | 待实现 | [active/ISS-011-chat-diagnosis-stategraph-orchestration.md](active/ISS-011-chat-diagnosis-stategraph-orchestration.md) |
 | ISS-003 | MVP 设计与实现 Review 收敛 | 高 | 待规划 | [active/ISS-003-mvp-design-implementation-review.md](active/ISS-003-mvp-design-implementation-review.md) |
 | ISS-004 | Executor 域级检索水位控制 | 低 | 待规划 | [active/ISS-004-executor-domain-hard-limit.md](active/ISS-004-executor-domain-hard-limit.md) |
 | executor-evidence-attribution-hallucination | Executor 证据归因幻觉 | 高 | 待规划 | [active/executor-evidence-attribution-hallucination.md](active/executor-evidence-attribution-hallucination.md) |
@@ -53,6 +52,7 @@

 | 名称 | 标题 | 状态 | 文件 |
 |---|---|---|---|
+| ISS-011 | Chat 诊断 StateGraph 编排改造 | 已归档 | [archived/ISS-011-chat-diagnosis-stategraph-orchestration.md](archived/ISS-011-chat-diagnosis-stategraph-orchestration.md) |
 | ISS-001 | Executor 重复召回同一文档 | 已修复 | [archived/ISS-001-duplicate-retrieval.md](archived/ISS-001-duplicate-retrieval.md) |
 | ISS-002 | Executor 无约束重复调用 lookup_knowledge | 已修复 | [archived/ISS-002-executor-unconstrained-lookup.md](archived/ISS-002-executor-unconstrained-lookup.md) |
 | ISS-005 | 证据链补齐与降级契约收敛 | 已归档 | [archived/ISS-005-evidence-trace-hardening.md](archived/ISS-005-evidence-trace-hardening.md) |
@@ -1,8 +1,9 @@
 # ISS-011 Chat 诊断 StateGraph 编排改造

-**状态**：待实现  
+**状态**：已归档
 **严重程度**：高  
 **发现时间**：2026-07-16  
+**完成时间**：2026-07-20
 **来源**：OnCall / Agent 编排模拟面试、当前 Chat 复杂诊断调用链复核  
 **预计实施周期**：2–3 个工作日  

@@ -871,69 +872,69 @@ Eval baseline

 ### 编排

- [ ] 每次进入 Planner 阶段时，INVALID_OUTPUT / RETRYABLE_FAILED 最多触发一次技术重试。
- [ ] Planner NON_RETRYABLE_FAILED 或当前阶段第二次技术失败直接进入 Fallback。
- [ ] Planner 技术重试不增加 `evidence_retry_count`，补证据重新进入 Planner 时重置当前阶段的 `planner_retry_count`。
- [ ] Executor FAILED / TOOL_BLOCKED 后不会执行 Gatekeeper 和 Verifier。
- [ ] Executor INVALID_OUTPUT 不重试，不执行 Gatekeeper、Verifier 和模型 Composer。
- [ ] TOOL_BLOCKED 只用于工具层明确阻断且不存在合法 Executor 输出的场景。
- [ ] 工具空结果或工具失败后仍形成合法 Executor 输出时状态为 COMPLETED，并继续 Gatekeeper。
- [ ] Executor 合法 no-evidence 会继续执行 Gatekeeper 和 Verifier。
- [ ] Gatekeeper REJECT 直接进入 Fallback，不执行 Verifier。
- [ ] Gatekeeper LOW_CONFID 且零条已验真 binding 时直接进入 Fallback。
- [ ] Gatekeeper LOW_CONFID 且存在已验真 binding 时，Verifier 只接收通过校验的 binding。
- [ ] Gatekeeper PASS 和可继续的 LOW_CONFID 都经过 Verifier Input Builder。
- [ ] Verifier 只接收通过 binding 对应的 `verified_evidence`，不接收完整 `tool_trace_summary`。
- [ ] 未被 Executor 引用或未通过 Gatekeeper 的工具结果不能进入 Verifier 输入。
- [ ] Gatekeeper LOW_CONFID 路径的 `effective_verdict` 不得升级为 PASS。
- [ ] Gatekeeper 原始 pass/fail + severity 正确标准化为 PASS / LOW_CONFID / REJECT，未知状态安全映射为 REJECT。
- [ ] Verifier 执行状态与诊断 verdict 分离，任何失败状态不得出现在 model/effective verdict 中。
- [ ] Composer 和 Graph 条件边只读取 `effective_verdict`。
- [ ] Verifier INVALID_OUTPUT / RETRYABLE_FAILED 使用相同 verified input 最多技术重试一次，且不重新执行 Gatekeeper、Executor 或工具。
- [ ] Composer INVALID_OUTPUT / RETRYABLE_FAILED 使用相同安全输入最多技术重试一次，且不重新执行 Verifier 或前序节点。
- [ ] Verifier 第二次技术失败或 NON_RETRYABLE_FAILED 的 Fallback 不输出 Executor claim。
- [ ] Composer 第二次技术失败或 NON_RETRYABLE_FAILED 使用确定性安全模板。
- [ ] `verifier_retry_count`、`composer_retry_count` 和 `evidence_retry_count` 互相独立。
- [ ] Verifier LOW_CONFID 最多触发一次 Planner 补证据。
- [ ] LOW_CONFID 补证据循环受一次补查上限和 Graph recursion limit 限制。
- [ ] Gatekeeper verdict ceiling 导致的 LOW_CONFID 不触发补证据。
- [ ] 无法从 `facts_checked` 提取有效 `evidence_gaps` 时不触发补证据。
- [ ] 第二轮 Planner 只输出增量计划，不扩大诊断范围或重复成功查询。
- [ ] 第二轮 Executor 只执行增量查询，但输出完整 `executor_evidence_v2` 快照，而不是仅输出新增片段。
- [ ] 第二轮完整快照包含需要保留的第一轮可信 claims，并由 Gatekeeper 对全部 binding 重新验真。
- [ ] Java 编排层不对两轮 claim 文本进行语义合并。
- [ ] Composer 技术重试耗尽或不可重试失败时使用固定模板结束。
+- [x] 每次进入 Planner 阶段时，INVALID_OUTPUT / RETRYABLE_FAILED 最多触发一次技术重试。
+- [x] Planner NON_RETRYABLE_FAILED 或当前阶段第二次技术失败直接进入 Fallback。
+- [x] Planner 技术重试不增加 `evidence_retry_count`，补证据重新进入 Planner 时重置当前阶段的 `planner_retry_count`。
+- [x] Executor FAILED / TOOL_BLOCKED 后不会执行 Gatekeeper 和 Verifier。
+- [x] Executor INVALID_OUTPUT 不重试，不执行 Gatekeeper、Verifier 和模型 Composer。
+- [x] TOOL_BLOCKED 只用于工具层明确阻断且不存在合法 Executor 输出的场景。
+- [x] 工具空结果或工具失败后仍形成合法 Executor 输出时状态为 COMPLETED，并继续 Gatekeeper。
+- [x] Executor 合法 no-evidence 会继续执行 Gatekeeper 和 Verifier。
+- [x] Gatekeeper REJECT 直接进入 Fallback，不执行 Verifier。
+- [x] Gatekeeper LOW_CONFID 且零条已验真 binding 时直接进入 Fallback。
+- [x] Gatekeeper LOW_CONFID 且存在已验真 binding 时，Verifier 只接收通过校验的 binding。
+- [x] Gatekeeper PASS 和可继续的 LOW_CONFID 都经过 Verifier Input Builder。
+- [x] Verifier 只接收通过 binding 对应的 `verified_evidence`，不接收完整 `tool_trace_summary`。
+- [x] 未被 Executor 引用或未通过 Gatekeeper 的工具结果不能进入 Verifier 输入。
+- [x] Gatekeeper LOW_CONFID 路径的 `effective_verdict` 不得升级为 PASS。
+- [x] Gatekeeper 原始 pass/fail + severity 正确标准化为 PASS / LOW_CONFID / REJECT，未知状态安全映射为 REJECT。
+- [x] Verifier 执行状态与诊断 verdict 分离，任何失败状态不得出现在 model/effective verdict 中。
+- [x] Composer 和 Graph 条件边只读取 `effective_verdict`。
+- [x] Verifier INVALID_OUTPUT / RETRYABLE_FAILED 使用相同 verified input 最多技术重试一次，且不重新执行 Gatekeeper、Executor 或工具。
+- [x] Composer INVALID_OUTPUT / RETRYABLE_FAILED 使用相同安全输入最多技术重试一次，且不重新执行 Verifier 或前序节点。
+- [x] Verifier 第二次技术失败或 NON_RETRYABLE_FAILED 的 Fallback 不输出 Executor claim。
+- [x] Composer 第二次技术失败或 NON_RETRYABLE_FAILED 使用确定性安全模板。
+- [x] `verifier_retry_count`、`composer_retry_count` 和 `evidence_retry_count` 互相独立。
+- [x] Verifier LOW_CONFID 最多触发一次 Planner 补证据。
+- [x] LOW_CONFID 补证据循环受一次补查上限和 Graph recursion limit 限制。
+- [x] Gatekeeper verdict ceiling 导致的 LOW_CONFID 不触发补证据。
+- [x] 无法从 `facts_checked` 提取有效 `evidence_gaps` 时不触发补证据。
+- [x] 第二轮 Planner 只输出增量计划，不扩大诊断范围或重复成功查询。
+- [x] 第二轮 Executor 只执行增量查询，但输出完整 `executor_evidence_v2` 快照，而不是仅输出新增片段。
+- [x] 第二轮完整快照包含需要保留的第一轮可信 claims，并由 Gatekeeper 对全部 binding 重新验真。
+- [x] Java 编排层不对两轮 claim 文本进行语义合并。
+- [x] Composer 技术重试耗尽或不可重试失败时使用固定模板结束。

 ### 证据和安全

- [ ] Gatekeeper 规则语义不放宽。
- [ ] Verifier 只消费已验真证据。
- [ ] no-evidence 不得表达为已排除或问题不存在。
- [ ] REJECT 降级不泄漏 Executor 原始答案和未验证根因。
- [ ] Executor INVALID_OUTPUT、Gatekeeper REJECT 和零条可信 binding 的固定 Fallback 不输出任何 Executor claim。
- [ ] 前置验证失败 Fallback 只展示校验状态、工具执行概况、诊断限制和人工复核建议。
+- [x] Gatekeeper 规则语义不放宽。
+- [x] Verifier 只消费已验真证据。
+- [x] no-evidence 不得表达为已排除或问题不存在。
+- [x] REJECT 降级不泄漏 Executor 原始答案和未验证根因。
+- [x] Executor INVALID_OUTPUT、Gatekeeper REJECT 和零条可信 binding 的固定 Fallback 不输出任何 Executor claim。
+- [x] 前置验证失败 Fallback 只展示校验状态、工具执行概况、诊断限制和人工复核建议。

 ### 数据与审计

- [ ] Graph 使用 runId 作为 threadId。
- [ ] Agent step、tool invocation 和 self_evaluation 仍绑定正确 runId。
- [ ] `orchestration_trace` 只写入当前 diagnosis run，不污染其他 run 或 session 级数据。
- [ ] `orchestration_trace` 不包含 Prompt、模型思考、工具原文和 Graph State 快照。
- [ ] `orchestration_trace.transitions` 由有界 `orchestration_events` 生成，与实际节点执行顺序一致。
- [ ] 可处理异常发生时，已经产生的 orchestration events 能够 best-effort 写入当前 run。
- [ ] Trace 能展示实际节点路径、重试原因和终止原因。
- [ ] 每个新 StateGraph Chat run 的 `run.orchestrationTrace` 非空，且顶层和兼容 `session` 投影不重复该字段。
- [ ] Run 最终状态、答案、耗时、Token 和工具调用数正确回填。
- [ ] 所有成功生成安全响应的终止路径将 Run 标记为 SUCCESS，并通过 verdict 或 `orchestrationTrace.degraded` 表达质量。
- [ ] 只有未处理异常、持久化失败或无法生成安全响应时将 Run 标记为 FAILED。
+- [x] Graph 使用 runId 作为 threadId。
+- [x] Agent step、tool invocation 和 self_evaluation 仍绑定正确 runId。
+- [x] `orchestration_trace` 只写入当前 diagnosis run，不污染其他 run 或 session 级数据。
+- [x] `orchestration_trace` 不包含 Prompt、模型思考、工具原文和 Graph State 快照。
+- [x] `orchestration_trace.transitions` 由有界 `orchestration_events` 生成，与实际节点执行顺序一致。
+- [x] 可处理异常发生时，已经产生的 orchestration events 能够 best-effort 写入当前 run。
+- [x] Trace 能展示实际节点路径、重试原因和终止原因。
+- [x] 每个新 StateGraph Chat run 的 `run.orchestrationTrace` 非空，且顶层和兼容 `session` 投影不重复该字段。
+- [x] Run 最终状态、答案、耗时、Token 和工具调用数正确回填。
+- [x] 所有成功生成安全响应的终止路径将 Run 标记为 SUCCESS，并通过 verdict 或 `orchestrationTrace.degraded` 表达质量。
+- [x] 只有未处理异常、持久化失败或无法生成安全响应时将 Run 标记为 FAILED。

 ### 工程质量

- [ ] 新 Graph 测试覆盖所有分支。
- [ ] `ChatServiceSequentialAgentTest` 已由新测试替换。
- [ ] 不保留长期重复的 Sequential 和 Graph 两套实现。
- [ ] 数据库 schema 仅新增 `diagnosis_run.orchestration_trace` nullable JSON 字段。
- [ ] `/api/chat` 和证据协议不变；Trace API 仅在 `run` 对象新增必有的 `orchestrationTrace` 字段。
+- [x] 新 Graph 测试覆盖所有分支。
+- [x] `ChatServiceSequentialAgentTest` 已由新测试替换。
+- [x] 不保留长期重复的 Sequential 和 Graph 两套实现。
+- [x] 数据库 schema 仅新增 `diagnosis_run.orchestration_trace` nullable JSON 字段。
+- [x] `/api/chat` 和证据协议不变；Trace API 仅在 `run` 对象新增必有的 `orchestrationTrace` 字段。

 ---

@@ -0,0 +1 @@
+
@@ -0,0 +1,3 @@
+committed_at: 2026-07-17
+checkpoint: Commit
+authorization: user-requested-direct-implementation
@@ -0,0 +1,127 @@
+## Context
+
+ISS-011 的运行时和测试迁移已经完成：复杂 Chat 通过真实 Diagnosis StateGraph，Graph Nodes 使用显式 RunnableConfig/verified state，Run 保存 orchestration trace，三层权威 tests 已建立。剩余工作跨越代码清理、current docs、demo script、eval、live process、日志、数据库和 Issue 生命周期，必须按“静态/自动化先完成，live E2E 最后执行”的顺序收口。
+
+全仓引用证明旧闭包为 `VerifierInputHook -> VerifierContextHolder + ToolTraceSummaryService`，外加 `ToolTraceSummaryServiceTest`。新 Graph 不依赖该闭包。current architecture docs 仍描述 Sequential/Hook/full trace；历史 issues/design-notes/fixtures 则应保留当时语义或历史兼容数据。
+
+## Goals / Non-Goals
+
+**Goals:**
+
+- 删除旧闭包且保持 Graph parser/Gatekeeper/projection/evaluation 行为。
+- 把 architecture index 声明的 current docs、active eval/demo docs 与真实 StateGraph/Run trace 对齐。
+- 让 interview demo check 将 exact `run.orchestrationTrace` 作为强制验收字段和 summary 输出。
+- 运行确定性 Graph/test/eval gates，再启动 Maven 完成唯一最终 live E2E。
+- 对本次 E2E 的日志和数据库做 exact session/run 证据核验并清理进程。
+- 全部通过后关闭/归档 ISS-011 和阶段 5 OpenSpec。
+
+**Non-Goals:**
+
+- 不修改 Graph 路由、Prompt、公开 API、DTO 或 DB schema。
+- 不重写历史 archived/design-note 文档和 legacy eval fixtures。
+- 不删除 UI/eval 对历史 `tool_trace_summary` 的兼容读取。
+- 不治理仓库凭据、外部基础设施或其他 active issues。
+
+## Decisions
+
+### 1. 删除完整旧闭包，不留下空壳 Hook
+
+删除 `VerifierInputHook.java`、`VerifierContextHolder.java`、`ToolTraceSummaryService.java` 和 `ToolTraceSummaryServiceTest.java`。保留空类或 deprecated wrapper 会继续让维护者误认为存在第二条 Verifier 输入路径，也会让 Spring component 扫描注册无消费者 service。
+
+删除前后以全仓 definition/import/instantiation/type-use 搜索、test compilation、Graph suite、Gatekeeper/protocol tests 证明闭包；负向契约 test 可保留名称字符串，任何可执行类型依赖都视为 cleanup blocker。
+
+### 2. current docs 改为显式 StateGraph，历史 docs 保留
+
+必须更新：
+
+- `mvp/architecture/README.md`
+- `agent-orchestration.md`
+- `session-trace-lifecycle.md`
+- `current-mvp-architecture.md`
+- `executor-evidence-pipeline-refactor.md`
+- `harness-quality-gates.md`
+- `feedback-architecture.md`
+- `retrieval-observability.md`
+- `mvp/eval/README.md`
+- `mvp/demo/README.md` / trace checklist
+
+历史 archived issues/design-notes 和 legacy fixtures不批量替换：它们记录演进阶段或兼容旧 Trace。current docs 若提到 `tool_trace_summary`，只能标注为历史读取兼容，不能描述为新 Verifier 输入/持久化源。
+
+### 3. Demo script 是 final E2E executable contract
+
+扩展 `run-interview-demo-check.ps1`：
+
+1. 从 Chat response 获取 runId。
+2. 查询 exact Trace。
+3. 要求 `trace.data.run.orchestrationTrace` 非空。
+4. 要求 version/final_node/termination_reason 非空，transitions 为数组。
+5. 把 finalNode、terminationReason、degraded、transitionCount、evidenceRetryCount 写入 summary。
+6. 保留 feedback 和 Prompt/Gatekeeper summary。
+
+脚本必须 fail fast，不能用 session self-evaluation 或日志合成缺失的 Graph trace。
+
+### 4. 自动化门禁先于 live E2E
+
+顺序固定：cleanup source check → docs/script tests → Graph/Chat/Trace/Gatekeeper/Composer/Controller/Repository tests → diagnosis eval baseline/diff → test compilation → OpenSpec/static gates → live startup/E2E → logs → DB → process cleanup。
+
+在 live 前发现的失败按 OpenSpec/code/test/documentation分类；live 后失败使用 diagnose loop，以 exact run evidence 定位，不通过放宽断言绕过。
+
+### 5. Live E2E 使用唯一 identity 和可回收后台 Maven
+
+- sessionId：`iss-011-stage5-<timestamp>`。
+- Maven：`spring-boot:run` + `mvp-demo` profile，后台 hidden process，stdout/stderr 写入 `target/` 临时文件。
+- readiness：轮询 9900，最长明确超时，不阻塞超过 60 秒且持续汇报。
+- 执行：复用 interview demo script，输出写入 `target/iss-011-stage5-output/`，避免覆盖已提交 demo sample。
+- 最终：停止应用进程树，确认 9900 无监听，删除临时启动/output文件。
+
+如果 9900 启动前已被其他进程占用，先识别而不是杀掉未知进程；只有本轮启动的 PID 可被清理。
+
+### 6. 日志与数据库证据只认本次 Run
+
+启动前记录 `logs/application.log`、`application-error.log`、`chat.log` 长度和时间；E2E 后只读新增片段，并搜索 sessionId/runId、Graph执行、Flyway/JPA 和 ERROR。测试阶段写入的旧日志不计入 live 证据。
+
+数据库通过 `scripts/query_mysql.py` 执行 read-only queries：
+
+- `SHOW COLUMNS ... orchestration_trace`。
+- exact `diagnosis_run` status/flow/answer/metrics/self_evaluation/orchestration trace/feedback。
+- JSON_EXTRACT version/final_node/termination_reason/degraded/evidence_retry_count。
+- exact run AgentStep/ToolInvocation count 和 distinct ownership。
+- wrong session ownership count=0。
+
+所有查询必须带 E2E sessionId/runId 或 schema column 条件；不接受全局 latest 代替。
+
+### 7. Issue 归档是最后一个实现动作
+
+E2E/log/DB 任一失败时 ISS-011 保持 active。全部通过后更新验收 checkbox和状态，将文件 move 到 `mvp/issues/archived/`，并把 issues index 从 active 移到 archived。OpenSpec archive 在 Issue move 后执行，Git commit 是阶段 5最后门禁。
+
+## Interface Impact
+
+- 等级：L2 内部类型删除 + demo/docs 增强。
+- 外部 `/api/chat`、Trace、feedback、DB schema 和 JSON 字段：不变。
+- 内部消费者：旧 Hook/ThreadLocal/service 无消费者，删除无需迁移调用点。
+- Demo script 行为：新增 fail-fast orchestration trace contract和 summary 字段；旧 Chat/Trace/feedback outputs保留。
+- 回滚：revert 阶段 5代码/文档；DB/生产数据无变更。E2E产生的 demo Run 是正常审计数据，不执行破坏性回滚。
+
+## Risks / Trade-offs
+
+- [隐藏反射/配置消费者未被 rg发现] → test compilation + Spring startup 是最终验证；发现即恢复并修正规格。
+- [文档仍有历史术语] → current docs 白名单扫描；history/design-notes允许但索引明确非当前真理源。
+- [live LLM 输出波动] → mock logs/metrics提供稳定工具证据；Graph允许安全 Fallback，但验收仍要求非空真实 orchestration trace和一致 Run生命周期。
+- [外部 DB/Redis/Milvus/LLM不可用] → readiness/log/DB diagnose；不伪造通过，不修改验收口径。
+- [停止进程误伤] → 只记录和终止本轮 Maven/Java PID，结束后用端口复核。
+- [E2E output覆盖仓库样例] → 输出放 target临时目录，证据摘要提炼进 devflow 后删除临时文件。
+
+## Migration Plan
+
+1. 删除旧闭包，运行 source/test compilation/Graph安全回归。
+2. 更新 current docs 和 demo script/checklist，增加静态脚本契约 test。
+3. 运行完整 focused tests、diagnosis eval baseline/diff、OpenSpec/static gates。
+4. Maven `mvp-demo` startup，运行 unique session E2E。
+5. 检查新增日志片段和 exact DB数据，停止进程、清理临时文件。
+6. 更新/移动 ISS-011，回填 devflow，archive OpenSpec，独立提交。
+
+运行时回滚为 Git revert；数据库 V012列和 E2E Run可安全保留。
+
+## Open Questions
+
+无。清理闭包、current/history docs边界、E2E身份/证据和 Issue关闭门禁均已确定。
@@ -0,0 +1,69 @@
+# Chat Diagnosis StateGraph Cleanup, Final Acceptance And Documentation
+
+## Why
+
+阶段 0–4 已完成设计冻结、Graph 骨架、真实 Nodes、ChatService 生产切换和新测试体系，但仓库仍保留只服务旧 Sequential/Hook 链路的生产类，当前架构/评测/demo 文档仍把 Chat 描述为固定顺序、Hook Gatekeeper 和 full `tool_trace_summary`。阶段 5 需要删除这组死代码、将当前文档与真实 StateGraph 对齐，并首次运行统一 Maven live E2E、日志和数据库验收，形成 ISS-011 最终闭环。
+
+## What Changes
+
+- 删除无生产消费者的 `VerifierInputHook`、`VerifierContextHolder`、`ToolTraceSummaryService` 及其 focused test；保留仍被 Graph 使用的共享 parser/Gatekeeper/verified input 组件。
+- 更新当前架构、Trace 生命周期、证据管线、质量门禁、反馈、评测和 demo 文档，明确 StateGraph 条件边、verified-only Verifier、Run `orchestration_trace` 和三层测试体系。
+- 更新 interview demo check，使其强制读取 `run.orchestrationTrace`，并在 summary 输出 final node、termination reason、degraded、transition count 和 evidence retry count。
+- 运行新的 Graph/Chat/Trace/Controller/Repository/Gatekeeper/Composer/Eval 回归和固定 diagnosis eval baseline。
+- 使用 `mvn spring-boot:run` 启动 `mvp-demo` profile，运行唯一 session 的 Chat→exact Trace→feedback E2E。
+- 只检查本次 E2E 新增日志片段，并用 `scripts/query_mysql.py` 核验 V012、当前 Run、AgentStep/ToolInvocation、self-evaluation/orchestration trace、feedback 和跨 Run 隔离。
+- E2E 全部通过后将 ISS-011 从 active 移到 archived，更新 issues index 和验收 checkbox。
+
+## Capabilities
+
+### New Capabilities
+
+- `chat-diagnosis-stategraph-cleanup-docs`：规定旧编排死代码清理、当前架构文档对齐、最终自动化回归、Maven live E2E、日志/数据库证据和 Issue 关闭门禁。
+
+### Modified Capabilities
+
+- `mvp-demo-trace-acceptance`：最终 interview demo 必须断言精确 Run 的非空 orchestration trace，并把 StateGraph 路由摘要纳入可复现证据包和检查清单。
+
+## Scope
+
+### In Scope
+
+- 旧 Hook/ThreadLocal/trace-summary producer 闭包删除和引用清理。
+- 当前（非 archive/design history）架构、eval、demo 与 Issue 文档更新。
+- demo preflight 脚本的 orchestration trace assertion/summary 扩展。
+- 所有阶段 5单元/集成/评测门禁和最终 live E2E/log/DB 验收。
+- ISS-011 状态关闭、归档和阶段 5独立 Git commit。
+
+### Out of Scope
+
+- 不重写历史 archived issues、旧 design-notes 或旧 fixture payload；它们保留时间点语义。
+- 不删除 Trace UI/eval 对历史 `tool_trace_summary` 的只读兼容支持。
+- 不改变 Graph 路由、Prompt、API、DTO、DB schema 或诊断业务行为；发现生产偏差时按实现期冲突规则处理。
+- 不 push，不清理仓库已有凭据/基础设施配置；这些不属于 ISS-011。
+
+## Context Constraints
+
+- `VerifierInputHook` 与 `VerifierContextHolder` 当前只互相引用；`ToolTraceSummaryService` 只被该 Hook 和自身测试使用，因此四文件构成可删除闭包。
+- `ExecutorEvidenceParser`、`ExecutorGatekeeperService`、`GatekeeperNode`、`VerifiedInputNode`、`VerifierNodeAdapter` 和 `DiagnosisGraphResultMapper` 是新链路真理源，不得随旧闭包删除。
+- 新 StateGraph Chat run 的 `run.orchestrationTrace` 必须非空；顶层/session 不重复，历史 null 仍兼容。
+- demo summary 必须从 exact run trace 读取 Graph 摘要，不能从日志反推路由。
+- 日志验收只分析本次启动/Run 的新增内容；数据库查询必须使用 exact sessionId+runId，不能以 latest 全局记录代替。
+- live E2E 必须在所有实现、单元测试、eval、static gates 通过后执行，并在结束后关闭应用进程/端口。
+
+## Acceptance
+
+- 生产/测试源码中不存在 `VerifierInputHook`、`VerifierContextHolder`、`ToolTraceSummaryService` 定义、import、实例化或类型依赖；负向契约测试 MAY 保留名称字符串以阻止回归；Graph verified-only、安全 Fallback 和 Gatekeeper tests仍全绿。
+- 当前架构/Trace/eval/demo 文档不再把 Chat 描述为 SequentialAgent/Hook Gatekeeper/full tool trace Verifier。
+- demo check 对 `run.orchestrationTrace` 缺失 fail fast，并把路由摘要写入 interview summary。
+- 新 Graph suite、保留安全回归、test compilation、fixed diagnosis eval baseline、OpenSpec/static gates全部通过。
+- Maven `mvp-demo` live startup 成功；Chat/Trace/feedback 请求成功并返回精确 runId。
+- 新日志片段可关联本次 sessionId/runId，无未解释 ERROR；数据库证明 Run=SUCCESS/CHAT、answer/metrics/evaluation/trace 非空、feedback=useful、步骤/工具属于当前 run、V012 列存在且 trace JSON 可解析。
+- 应用进程和 9900 端口最终清理；ISS-011 移到 archived 并更新 index/checklist。
+
+## Risks
+
+- 删除 `ToolTraceSummaryService` 可能遗漏隐藏消费者；删除前后使用全仓引用搜索、test compilation 和 retained tests验证。
+- 当前架构文档引用面广；只更新 architecture index 声明的 current docs 和 active demo/eval docs，历史 archive/design-notes 保持不变。
+- live LLM/外部基础设施存在波动；先做 readiness，失败时按日志/Run/Trace/DB 证据 diagnose，禁止把环境失败伪装为验收通过。
+- E2E 可能污染已有 demo session；使用时间戳唯一 sessionId 和 exact runId 查询，并在证据中记录。
+- Maven/Java 子进程可能遗留；以端口和进程双重检查清理，避免影响后续工作。
@@ -0,0 +1,88 @@
+## ADDED Requirements
+
+### Requirement: Legacy implicit verifier orchestration SHALL be removed
+
+The final StateGraph implementation SHALL have no production or test definition, import, instantiation, or executable type dependency for the legacy Verifier Hook, its ThreadLocal context, or its dedicated full-trace summary producer. Negative contract tests MAY retain identifier strings solely to prevent regression.
+
+#### Scenario: Legacy source inventory is inspected
+- **WHEN** stage 5 cleanup completes
+- **THEN** `VerifierInputHook`, `VerifierContextHolder`, and `ToolTraceSummaryService` source files SHALL NOT exist
+- **AND** no production or test source SHALL import, instantiate, extend, or type-reference those types
+- **AND** identifier string literals SHALL only be allowed in negative source/Prompt contract assertions
+
+#### Scenario: Graph safety contracts are rerun
+- **WHEN** the legacy closure is removed
+- **THEN** Executor parser, Gatekeeper service/node, Verified Input, Verifier, Composer, Fallback, Trace, and Chat integration tests SHALL pass
+- **AND** Maven test compilation and live Spring startup SHALL succeed without the removed beans
+
+### Requirement: Current documentation SHALL describe the real StateGraph architecture
+
+Current architecture, eval, and demo documentation SHALL describe complex Chat as explicit bounded Diagnosis StateGraph orchestration with run-owned events and verified-only Verifier input.
+
+#### Scenario: Current docs are inspected
+- **WHEN** a maintainer follows the architecture index and active eval/demo guides
+- **THEN** Chat orchestration SHALL be described as conditional StateGraph Nodes rather than SequentialAgent or Hook Gatekeeper
+- **AND** Verifier input SHALL use verified Executor projection/evidence rather than full tool trace
+- **AND** `run.orchestrationTrace` SHALL be documented separately from self-evaluation and detailed Agent/tool Trace
+
+#### Scenario: Historical docs are inspected
+- **WHEN** a maintainer reads archived issues, design notes, or legacy fixtures
+- **THEN** those materials MAY retain their original Hook/full-trace terminology
+- **AND** they SHALL NOT be indexed as the current implementation truth
+
+### Requirement: Final deterministic regression SHALL remain green
+
+The project SHALL run the authoritative Graph suite, retained public/security contracts, Maven test compilation, and fixed diagnosis eval baseline before live acceptance.
+
+#### Scenario: Final automated gates run
+- **WHEN** stage 5 implementation and documentation are complete
+- **THEN** Workflow, Node Contract, Chat Integration, Trace, Controller, Repository, Gatekeeper, Composer, parser/projection, and Eval tests SHALL pass
+- **AND** the fixed diagnosis eval report/diff SHALL show no unexpected regression
+- **AND** OpenSpec strict and source/whitespace checks SHALL pass
+
+### Requirement: Final live E2E SHALL prove exact StateGraph Run ownership
+
+The final acceptance SHALL start the application through Maven with the `mvp-demo` profile and SHALL execute Chat, exact Trace, and feedback requests using one unique sessionId and the returned runId.
+
+#### Scenario: Live Chat Graph completes
+- **WHEN** the unique payment-timeout demo request completes
+- **THEN** the response SHALL be successful with a non-empty answer/sessionId/runId
+- **AND** exact Trace SHALL return the same runId with a non-empty `run.orchestrationTrace`
+- **AND** orchestration trace SHALL include version, final node, termination reason, transitions, degraded, and evidence retry count
+- **AND** feedback SHALL attach to the same runId
+
+#### Scenario: Live application is cleaned up
+- **WHEN** live verification finishes or fails
+- **THEN** the Maven/Java processes started by this stage SHALL be stopped
+- **AND** port 9900 SHALL no longer be owned by the stage 5 process
+- **AND** temporary target output/log files SHALL be removed after evidence extraction
+
+### Requirement: Final logs and database SHALL corroborate the E2E Run
+
+Stage 5 SHALL inspect only the current live run's new log segment and SHALL query exact database rows with the repository MySQL tool.
+
+#### Scenario: New logs are inspected
+- **WHEN** E2E returns sessionId and runId
+- **THEN** new application/chat logs SHALL contain evidence for the current request/run lifecycle
+- **AND** no unexplained ERROR in the new stage 5 segment SHALL invalidate acceptance
+
+#### Scenario: Exact database run is queried
+- **WHEN** `scripts/query_mysql.py` queries the E2E sessionId/runId
+- **THEN** V012 orchestration column SHALL exist
+- **AND** DiagnosisRun SHALL be CHAT/SUCCESS with non-empty answer, metrics, self-evaluation, orchestration trace, and useful feedback
+- **AND** orchestration JSON fields SHALL match the exact Trace response
+- **AND** AgentStep/ToolInvocation ownership checks SHALL contain no row from another run/session
+
+### Requirement: ISS-011 SHALL close only after all final gates pass
+
+The Issue SHALL remain active until cleanup, docs, deterministic regression, live E2E, logs, database, process cleanup, and OpenSpec validation are complete.
+
+#### Scenario: Any final gate fails
+- **WHEN** a required stage 5 gate is incomplete or failed
+- **THEN** ISS-011 SHALL remain active
+- **AND** acceptance SHALL record the blocker without marking the OpenSpec complete
+
+#### Scenario: All final gates pass
+- **WHEN** all stage 5 acceptance evidence is archived
+- **THEN** ISS-011 checkboxes/status SHALL be completed
+- **AND** the Issue SHALL move from active to archived with its index entry updated
@@ -0,0 +1,39 @@
+## MODIFIED Requirements
+
+### Requirement: End-to-end MVP acceptance case is documented
+The project SHALL include an end-to-end acceptance case that demonstrates Maven start-up, chat diagnosis, exact trace query, orchestration trace inspection, feedback submission, log inspection, and exact database verification using the same `sessionId + runId`.
+
+#### Scenario: Reviewer follows the acceptance case
+- **WHEN** a reviewer follows the documented MVP demo acceptance steps
+- **THEN** they can run the application, submit a diagnosis question, query the exact trace endpoint, inspect `run.orchestrationTrace`, and submit feedback for the same run
+- **AND** they can correlate that run with new logs and exact DiagnosisRun/AgentStep/ToolInvocation database records
+
+### Requirement: MVP demo SHALL be reproducible for interviews
+The MVP demo SHALL provide a repeatable way to show a diagnosis answer, exact run trace, StateGraph orchestration summary, verifier evaluation, and feedback.
+
+#### Scenario: interview demo check script records an evidence bundle
+- **WHEN** the user runs the interview demo check script against a running `mvp-demo` service
+- **THEN** the script SHALL submit a fixed Chat diagnosis request
+- **AND** it SHALL fetch the trace for the same `sessionId + runId`
+- **AND** it SHALL fail if `run.orchestrationTrace` or its version/final node/termination reason is missing
+- **AND** it SHALL submit useful feedback for that run
+- **AND** it SHALL write chat, trace, feedback, and summary outputs under the configured output directory
+- **AND** summary SHALL include final node, termination reason, degraded, transition count, and evidence retry count
+
+#### Scenario: interview demo check fails with actionable readiness output
+- **WHEN** the target service is not reachable
+- **THEN** the script SHALL fail before issuing diagnosis requests
+- **AND** the failure message SHALL name the base URL and the expected startup profile
+
+#### Scenario: interview documentation explains audit fields
+- **WHEN** an interviewer asks how Prompt, Gatekeeper, or Graph routing changes are audited
+- **THEN** the demo documentation SHALL point to `prompt_audit.version`, `gatekeeper_result.rule_set_version`, and `run.orchestrationTrace`
+- **AND** it SHALL explain that deterministic eval fixtures and the Graph test suite are the regression source of truth
+
+### Requirement: MVP demo SHALL provide a trace inspection checklist
+The MVP demo SHALL document which trace fields to inspect for StateGraph routing, evidence, verifier behavior, and run-level auditability.
+
+#### Scenario: Checklist maps fields to interview claims
+- **WHEN** a developer reviews an exact trace response
+- **THEN** the checklist SHALL map `run.orchestrationTrace` version/transitions/final node/termination reason/degraded/evidence retry count to Graph routing claims
+- **AND** it SHALL map AgentStep, ToolInvocation, self-evaluation, Prompt audit, Gatekeeper audit, answer, and feedback paths to their separate responsibilities
@@ -0,0 +1,52 @@
+## 1. Legacy Orchestration Closure Removal
+
+- [x] 1.1 Delete `VerifierInputHook`, `VerifierContextHolder`, `ToolTraceSummaryService`, and `ToolTraceSummaryServiceTest` as one proven-unused closure.
+- [x] 1.2 Run whole-repository definition/import/instantiation/type-use searches proving no executable production/test source depends on the removed types; allow only negative guard strings.
+- [x] 1.3 Run Executor parser, Gatekeeper service/node, VerifiedInput, Verifier, Composer, Fallback, Chat integration, and test compilation regressions after deletion.
+- [x] 1.4 Confirm no Graph/shared protocol component or Spring bean required by the current path was removed.
+
+## 2. Current Architecture And Eval Documentation
+
+- [x] 2.1 Update architecture index and `agent-orchestration.md` to explicit bounded StateGraph, verified-only Verifier input, conditional retry/Fallback, and orchestration trace.
+- [x] 2.2 Update `session-trace-lifecycle.md` and `current-mvp-architecture.md` for StateGraph Run lifecycle, `orchestration_trace`, explicit Gatekeeper Node, and new test layers.
+- [x] 2.3 Update current evidence-pipeline/quality-gate/feedback/retrieval docs so full `tool_trace_summary` is historical compatibility rather than new Verifier input.
+- [x] 2.4 Update `mvp/eval/README.md` regression commands and architecture descriptions to the authoritative Graph suite.
+- [x] 2.5 Run a current-doc source scan proving no current truth document describes Chat as SequentialAgent/Hook Gatekeeper/full-trace Verifier.
+
+## 3. Demo Orchestration Trace Contract
+
+- [x] 3.1 Extend `run-interview-demo-check.ps1` to fail fast when exact `run.orchestrationTrace` or required routing fields are missing.
+- [x] 3.2 Add final node, termination reason, degraded, transition count, and evidence retry count to interview summary output.
+- [x] 3.3 Update demo README and trace checklist with exact run orchestration trace fields and responsibility separation.
+- [x] 3.4 Add/extend static script contract tests for exact runId use, orchestration assertion, and summary fields without requiring a live service.
+
+## 4. Final Deterministic Regression
+
+- [x] 4.1 Run authoritative Workflow/Node Contract/Chat Integration and all focused Graph/Trace/Gatekeeper/Composer/Controller/Repository tests.
+- [x] 4.2 Run fixed `DiagnosisTraceEvaluatorTest` and `DiagnosisEvalBaselineDiffTest`; confirm baseline count/distribution and no unexpected diff.
+- [x] 4.3 Run Maven test compilation and any docs/script contract tests touched by cleanup.
+- [x] 4.4 Run current change strict validation, all main specs strict validation, `git diff --check`, legacy-source scan, current-doc scan, and no-unexpected-schema check.
+
+## 5. Maven Live E2E Startup And Requests
+
+- [x] 5.1 Confirm port 9900 is free, record pre-start log lengths/timestamps, and create a unique `iss-011-stage5-<timestamp>` sessionId.
+- [x] 5.2 Start Maven `spring-boot:run` with the `mvp-demo` profile as a hidden tracked background process and wait for readiness with bounded polling.
+- [x] 5.3 Run the interview demo check into a target-only output directory and capture Chat/Trace/feedback/summary for the exact returned runId.
+- [x] 5.4 Assert live response success, non-empty answer, exact runId, Graph summary fields, Agent/tool evidence, evaluation audit, and useful feedback.
+
+## 6. Live Logs And Database Evidence
+
+- [x] 6.1 Read only the new stage-5 application/chat/error log segments and correlate the current sessionId/runId/Graph lifecycle.
+- [x] 6.2 Classify every ERROR in the new segment; leave no unexplained error in accepted evidence.
+- [x] 6.3 Use `scripts/query_mysql.py` to prove V012 column existence and exact Run CHAT/SUCCESS/answer/metrics/self-evaluation/orchestration trace/feedback fields.
+- [x] 6.4 Query JSON routing fields and compare version/final node/termination/degraded/evidence retry count with the exact Trace response.
+- [x] 6.5 Query AgentStep/ToolInvocation counts and distinct session/run ownership; prove wrong-session/run rows are zero.
+
+## 7. Cleanup, Issue Closure And Handoff
+
+- [x] 7.1 Stop only the Maven/Java processes started by stage 5 and confirm port 9900 is released even on failure.
+- [x] 7.2 Remove target-only E2E output/startup files after extracting durable acceptance evidence.
+- [x] 7.3 Update ISS-011 final checklist/status and move it from `mvp/issues/active` to `mvp/issues/archived` only after every gate passes.
+- [x] 7.4 Update `mvp/issues/README.md` and current documentation links/status for archived ISS-011.
+- [x] 7.5 Record deterministic, live E2E, log, database, process cleanup, known limits, and exact identities in devflow acceptance/evidence.
+- [x] 7.6 Run final OpenSpec/static/worktree scope checks and prepare stage 5 Archive/independent Git commit without pushing.
@@ -0,0 +1,91 @@
+# chat-diagnosis-stategraph-cleanup-docs Specification
+
+## Purpose
+TBD - created by archiving change chat-diagnosis-stategraph-cleanup-docs. Update Purpose after archive.
+## Requirements
+### Requirement: Legacy implicit verifier orchestration SHALL be removed
+
+The final StateGraph implementation SHALL have no production or test definition, import, instantiation, or executable type dependency for the legacy Verifier Hook, its ThreadLocal context, or its dedicated full-trace summary producer. Negative contract tests MAY retain identifier strings solely to prevent regression.
+
+#### Scenario: Legacy source inventory is inspected
+- **WHEN** stage 5 cleanup completes
+- **THEN** `VerifierInputHook`, `VerifierContextHolder`, and `ToolTraceSummaryService` source files SHALL NOT exist
+- **AND** no production or test source SHALL import, instantiate, extend, or type-reference those types
+- **AND** identifier string literals SHALL only be allowed in negative source/Prompt contract assertions
+
+#### Scenario: Graph safety contracts are rerun
+- **WHEN** the legacy closure is removed
+- **THEN** Executor parser, Gatekeeper service/node, Verified Input, Verifier, Composer, Fallback, Trace, and Chat integration tests SHALL pass
+- **AND** Maven test compilation and live Spring startup SHALL succeed without the removed beans
+
+### Requirement: Current documentation SHALL describe the real StateGraph architecture
+
+Current architecture, eval, and demo documentation SHALL describe complex Chat as explicit bounded Diagnosis StateGraph orchestration with run-owned events and verified-only Verifier input.
+
+#### Scenario: Current docs are inspected
+- **WHEN** a maintainer follows the architecture index and active eval/demo guides
+- **THEN** Chat orchestration SHALL be described as conditional StateGraph Nodes rather than SequentialAgent or Hook Gatekeeper
+- **AND** Verifier input SHALL use verified Executor projection/evidence rather than full tool trace
+- **AND** `run.orchestrationTrace` SHALL be documented separately from self-evaluation and detailed Agent/tool Trace
+
+#### Scenario: Historical docs are inspected
+- **WHEN** a maintainer reads archived issues, design notes, or legacy fixtures
+- **THEN** those materials MAY retain their original Hook/full-trace terminology
+- **AND** they SHALL NOT be indexed as the current implementation truth
+
+### Requirement: Final deterministic regression SHALL remain green
+
+The project SHALL run the authoritative Graph suite, retained public/security contracts, Maven test compilation, and fixed diagnosis eval baseline before live acceptance.
+
+#### Scenario: Final automated gates run
+- **WHEN** stage 5 implementation and documentation are complete
+- **THEN** Workflow, Node Contract, Chat Integration, Trace, Controller, Repository, Gatekeeper, Composer, parser/projection, and Eval tests SHALL pass
+- **AND** the fixed diagnosis eval report/diff SHALL show no unexpected regression
+- **AND** OpenSpec strict and source/whitespace checks SHALL pass
+
+### Requirement: Final live E2E SHALL prove exact StateGraph Run ownership
+
+The final acceptance SHALL start the application through Maven with the `mvp-demo` profile and SHALL execute Chat, exact Trace, and feedback requests using one unique sessionId and the returned runId.
+
+#### Scenario: Live Chat Graph completes
+- **WHEN** the unique payment-timeout demo request completes
+- **THEN** the response SHALL be successful with a non-empty answer/sessionId/runId
+- **AND** exact Trace SHALL return the same runId with a non-empty `run.orchestrationTrace`
+- **AND** orchestration trace SHALL include version, final node, termination reason, transitions, degraded, and evidence retry count
+- **AND** feedback SHALL attach to the same runId
+
+#### Scenario: Live application is cleaned up
+- **WHEN** live verification finishes or fails
+- **THEN** the Maven/Java processes started by this stage SHALL be stopped
+- **AND** port 9900 SHALL no longer be owned by the stage 5 process
+- **AND** temporary target output/log files SHALL be removed after evidence extraction
+
+### Requirement: Final logs and database SHALL corroborate the E2E Run
+
+Stage 5 SHALL inspect only the current live run's new log segment and SHALL query exact database rows with the repository MySQL tool.
+
+#### Scenario: New logs are inspected
+- **WHEN** E2E returns sessionId and runId
+- **THEN** new application/chat logs SHALL contain evidence for the current request/run lifecycle
+- **AND** no unexplained ERROR in the new stage 5 segment SHALL invalidate acceptance
+
+#### Scenario: Exact database run is queried
+- **WHEN** `scripts/query_mysql.py` queries the E2E sessionId/runId
+- **THEN** V012 orchestration column SHALL exist
+- **AND** DiagnosisRun SHALL be CHAT/SUCCESS with non-empty answer, metrics, self-evaluation, orchestration trace, and useful feedback
+- **AND** orchestration JSON fields SHALL match the exact Trace response
+- **AND** AgentStep/ToolInvocation ownership checks SHALL contain no row from another run/session
+
+### Requirement: ISS-011 SHALL close only after all final gates pass
+
+The Issue SHALL remain active until cleanup, docs, deterministic regression, live E2E, logs, database, process cleanup, and OpenSpec validation are complete.
+
+#### Scenario: Any final gate fails
+- **WHEN** a required stage 5 gate is incomplete or failed
+- **THEN** ISS-011 SHALL remain active
+- **AND** acceptance SHALL record the blocker without marking the OpenSpec complete
+
+#### Scenario: All final gates pass
+- **WHEN** all stage 5 acceptance evidence is archived
+- **THEN** ISS-011 checkboxes/status SHALL be completed
+- **AND** the Issue SHALL move from active to archived with its index entry updated
@@ -37,11 +37,12 @@ The system SHALL provide an `mvp-demo` Spring profile that documents the demo ru
 - **THEN** `prometheus.mock-enabled` and `cls.mock-enabled` are enabled by profile configuration

 ### Requirement: End-to-end MVP acceptance case is documented
-The project SHALL include an end-to-end acceptance case that demonstrates start-up, chat diagnosis, trace query, and feedback submission using the same `sessionId + runId`.
+The project SHALL include an end-to-end acceptance case that demonstrates Maven start-up, chat diagnosis, exact trace query, orchestration trace inspection, feedback submission, log inspection, and exact database verification using the same `sessionId + runId`.

 #### Scenario: Reviewer follows the acceptance case
 - **WHEN** a reviewer follows the documented MVP demo acceptance steps
- **THEN** they can run the application, submit a diagnosis question, query the exact trace endpoint, and submit feedback for the same run
+- **THEN** they can run the application, submit a diagnosis question, query the exact trace endpoint, inspect `run.orchestrationTrace`, and submit feedback for the same run
+- **AND** they can correlate that run with new logs and exact DiagnosisRun/AgentStep/ToolInvocation database records

 ### Requirement: MVP demo SHALL provide an interview runbook
 The MVP demo SHALL include a concise interview runbook that explains how to demonstrate the Agent flow and how to narrate the engineering value.
@@ -67,14 +68,16 @@ The MVP demo SHALL provide scripts and request payloads for running the payment-
 - **THEN** it SHALL write chat, exact trace, and feedback responses under a demo output directory

 ### Requirement: MVP demo SHALL be reproducible for interviews
-The MVP demo SHALL provide a repeatable way to show a diagnosis answer, trace, verifier evaluation, and feedback.
+The MVP demo SHALL provide a repeatable way to show a diagnosis answer, exact run trace, StateGraph orchestration summary, verifier evaluation, and feedback.

 #### Scenario: interview demo check script records an evidence bundle
 - **WHEN** the user runs the interview demo check script against a running `mvp-demo` service
 - **THEN** the script SHALL submit a fixed Chat diagnosis request
 - **AND** it SHALL fetch the trace for the same `sessionId + runId`
+- **AND** it SHALL fail if `run.orchestrationTrace` or its version/final node/termination reason is missing
 - **AND** it SHALL submit useful feedback for that run
- **AND** it SHALL write chat, trace, feedback, and summary outputs under `mvp/demo/output/`
+- **AND** it SHALL write chat, trace, feedback, and summary outputs under the configured output directory
+- **AND** summary SHALL include final node, termination reason, degraded, transition count, and evidence retry count

 #### Scenario: interview demo check fails with actionable readiness output
 - **WHEN** the target service is not reachable
@@ -82,16 +85,17 @@ The MVP demo SHALL provide a repeatable way to show a diagnosis answer, trace, v
 - **AND** the failure message SHALL name the base URL and the expected startup profile

 #### Scenario: interview documentation explains audit fields
- **WHEN** an interviewer asks how prompt or Gatekeeper changes are audited
- **THEN** the demo documentation SHALL point to `prompt_audit.version` and `gatekeeper_result.rule_set_version`
- **AND** it SHALL explain that deterministic eval fixtures are the regression source of truth
+- **WHEN** an interviewer asks how Prompt, Gatekeeper, or Graph routing changes are audited
+- **THEN** the demo documentation SHALL point to `prompt_audit.version`, `gatekeeper_result.rule_set_version`, and `run.orchestrationTrace`
+- **AND** it SHALL explain that deterministic eval fixtures and the Graph test suite are the regression source of truth

 ### Requirement: MVP demo SHALL provide a trace inspection checklist
-The MVP demo SHALL document which trace fields to inspect for evidence, verifier behavior, and run-level auditability.
+The MVP demo SHALL document which trace fields to inspect for StateGraph routing, evidence, verifier behavior, and run-level auditability.

 #### Scenario: Checklist maps fields to interview claims
- **WHEN** a developer reviews a trace response
- **THEN** the checklist SHALL map concrete JSON paths to the claims made in the interview walkthrough
+- **WHEN** a developer reviews an exact trace response
+- **THEN** the checklist SHALL map `run.orchestrationTrace` version/transitions/final node/termination reason/degraded/evidence retry count to Graph routing claims
+- **AND** it SHALL map AgentStep, ToolInvocation, self-evaluation, Prompt audit, Gatekeeper audit, answer, and feedback paths to their separate responsibilities

 ### Requirement: MVP demo SHALL provide a browser trace workbench
 The MVP demo SHALL provide a browser-accessible static page for inspecting one
@@ -76,7 +76,8 @@ abstract class AbstractDiagnosisAgentNodeAdapter
        Map<String, Object> update = new LinkedHashMap<>(result.values());
        update.put(DiagnosisGraphState.ORCHESTRATION_EVENTS,
                List.of(new OrchestrationEvent(
-                        nodeName, result.outcome(), result.reasonCode(), attempt)));
+                        nodeName, result.outcome(), result.reasonCode(), attempt)
+                        .toMap()));
        return update;
    }

@@ -4,6 +4,7 @@ import com.alibaba.cloud.ai.graph.OverAllState;

 import java.util.ArrayList;
 import java.util.List;
+import java.util.Map;

 public final class DiagnosisOrchestrationTraceBuilder {

@@ -19,12 +20,7 @@ public final class DiagnosisOrchestrationTraceBuilder {

        List<OrchestrationEvent> events = new ArrayList<>(values.size());
        for (Object value : values) {
-            if (!(value instanceof OrchestrationEvent event)) {
-                throw new IllegalArgumentException(
-                        "orchestration events contain unsupported value: "
-                                + valueType(value));
-            }
-            events.add(event);
+            events.add(toEvent(value));
        }

        List<OrchestrationTransition> transitions = new ArrayList<>(
@@ -52,6 +48,49 @@ public final class DiagnosisOrchestrationTraceBuilder {
                evidenceRetryCount);
    }

+    private OrchestrationEvent toEvent(Object value) {
+        if (value instanceof OrchestrationEvent event) {
+            return event;
+        }
+        if (value instanceof Map<?, ?> map) {
+            try {
+                return new OrchestrationEvent(
+                        text(map.get("node")),
+                        text(map.get("outcome")),
+                        text(map.get("reason_code")),
+                        intValue(map.get("attempt")));
+            } catch (RuntimeException invalidMap) {
+                throw unsupported(value, invalidMap);
+            }
+        }
+        throw unsupported(value, null);
+    }
+
+    private IllegalArgumentException unsupported(Object value, Throwable cause) {
+        return new IllegalArgumentException(
+                "orchestration events contain unsupported value: "
+                        + valueType(value),
+                cause);
+    }
+
+    private String text(Object value) {
+        return value == null ? null : String.valueOf(value);
+    }
+
+    private int intValue(Object value) {
+        if (value instanceof Number number) {
+            return number.intValue();
+        }
+        if (value == null) {
+            return 0;
+        }
+        try {
+            return Integer.parseInt(String.valueOf(value));
+        } catch (NumberFormatException ignored) {
+            return 0;
+        }
+    }
+
    private String valueType(Object value) {
        return value == null ? "null" : value.getClass().getName();
    }
@@ -58,7 +58,7 @@ public final class EvidenceRetryPrepareNode implements AsyncNodeActionWithConfig
                        DiagnosisGraphTopology.Node.EVIDENCE_RETRY,
                        "COMPLETED",
                        DiagnosisGraphTopology.Reason.EVIDENCE_RETRY,
-                        attempt)));
+                        attempt).toMap()));
        return CompletableFuture.completedFuture(update);
    }

@@ -53,7 +53,7 @@ public final class FallbackNode implements AsyncNodeActionWithConfig {
                        DiagnosisGraphTopology.Node.FALLBACK,
                        "COMPLETED",
                        DiagnosisGraphTopology.Reason.FALLBACK_COMPLETED,
-                        attempt)));
+                        attempt).toMap()));
        return CompletableFuture.completedFuture(update);
    }

@@ -70,7 +70,7 @@ public final class GatekeeperNode implements AsyncNodeActionWithConfig {
                        DiagnosisGraphTopology.Node.GATEKEEPER,
                        status.name(),
                        reasonCode(status),
-                        attempt)));
+                        attempt).toMap()));
        return CompletableFuture.completedFuture(update);
    }

@@ -4,6 +4,7 @@ import com.alibaba.cloud.ai.graph.RunnableConfig;
 import com.alibaba.cloud.ai.graph.agent.ReactAgent;
 import org.springframework.ai.chat.messages.AssistantMessage;

+import java.util.Map;
 import java.util.Objects;

 public final class ReactAgentDiagnosisInvoker implements DiagnosisAgentInvoker {
@@ -16,7 +17,23 @@ public final class ReactAgentDiagnosisInvoker implements DiagnosisAgentInvoker {

    @Override
    public String invoke(String input, RunnableConfig config) throws Exception {
-        AssistantMessage message = agent.call(input, config);
+        AssistantMessage message = agent.call(input, nestedConfig(config));
        return Objects.requireNonNull(message, "assistant message").getText();
    }
+
+    private RunnableConfig nestedConfig(RunnableConfig outerConfig) {
+        RunnableConfig.Builder builder = RunnableConfig.builder();
+        outerConfig.threadId().ifPresent(builder::threadId);
+        for (Map.Entry<String, Object> metadata : outerConfig.metadata()
+                .orElse(Map.of()).entrySet()) {
+            if (!RunnableConfig.HUMAN_FEEDBACK_METADATA_KEY.equals(metadata.getKey())
+                    && !RunnableConfig.STATE_UPDATE_METADATA_KEY.equals(metadata.getKey())) {
+                builder.addMetadata(metadata.getKey(), metadata.getValue());
+            }
+        }
+        if (outerConfig.store() != null) {
+            builder.store(outerConfig.store());
+        }
+        return builder.build();
+    }
 }
@@ -51,7 +51,7 @@ public final class VerifiedInputNode implements AsyncNodeActionWithConfig {
                        DiagnosisGraphTopology.Node.VERIFIED_INPUT,
                        "COMPLETED",
                        "verified_input_completed",
-                        attempt)));
+                        attempt).toMap()));
        return CompletableFuture.completedFuture(update);
    }

@@ -1,174 +0,0 @@
-package com.superbiz.agent.hook;
-
-import com.alibaba.cloud.ai.graph.RunnableConfig;
-import com.alibaba.cloud.ai.graph.agent.hook.HookPosition;
-import com.alibaba.cloud.ai.graph.agent.hook.HookPositions;
-import com.alibaba.cloud.ai.graph.agent.hook.messages.AgentCommand;
-import com.alibaba.cloud.ai.graph.agent.hook.messages.MessagesModelHook;
-import com.fasterxml.jackson.databind.ObjectMapper;
-import com.superbiz.agent.diagnosis.protocol.ExecutorEvidenceParser;
-import com.superbiz.agent.service.ExecutorGatekeeperService;
-import com.superbiz.agent.service.GatekeeperRuleCatalog;
-import com.superbiz.agent.service.ToolTraceSummaryService;
-import com.superbiz.agent.util.SessionContextHolder;
-import com.superbiz.agent.util.VerifierContextHolder;
-import lombok.extern.slf4j.Slf4j;
-import org.springframework.ai.chat.messages.AssistantMessage;
-import org.springframework.ai.chat.messages.Message;
-import org.springframework.ai.chat.messages.UserMessage;
-
-import java.util.LinkedHashMap;
-import java.util.List;
-import java.util.Map;
-
-/**
- * Replaces verifier history with an explicit structured payload.
- */
-@Slf4j
-@HookPositions(HookPosition.BEFORE_MODEL)
-public class VerifierInputHook extends MessagesModelHook {
-
-    private final ToolTraceSummaryService toolTraceSummaryService;
-    private final ExecutorGatekeeperService executorGatekeeperService;
-    private final ExecutorEvidenceParser executorEvidenceParser;
-    private final ObjectMapper objectMapper = new ObjectMapper();
-
-    public VerifierInputHook(ToolTraceSummaryService toolTraceSummaryService) {
-        this(toolTraceSummaryService, null);
-    }
-
-    public VerifierInputHook(ToolTraceSummaryService toolTraceSummaryService,
-                             ExecutorGatekeeperService executorGatekeeperService) {
-        this(toolTraceSummaryService, executorGatekeeperService,
-                new ExecutorEvidenceParser());
-    }
-
-    VerifierInputHook(ToolTraceSummaryService toolTraceSummaryService,
-                      ExecutorGatekeeperService executorGatekeeperService,
-                      ExecutorEvidenceParser executorEvidenceParser) {
-        this.toolTraceSummaryService = toolTraceSummaryService;
-        this.executorGatekeeperService = executorGatekeeperService;
-        this.executorEvidenceParser = executorEvidenceParser;
-    }
-
-    @Override
-    public String getName() {
-        return "verifier_input_hook";
-    }
-
-    @Override
-    public AgentCommand beforeModel(List<Message> previousMessages, RunnableConfig config) {
-        try {
-            String sessionId = config.metadata("sessionId")
-                    .map(Object::toString)
-                    .orElseGet(SessionContextHolder::getSessionId);
-            String runId = config.metadata("runId")
-                    .map(Object::toString)
-                    .orElseGet(SessionContextHolder::getRunId);
-            String executorFinalAnswer = VerifierContextHolder.getExecutorFinalAnswer();
-            if (executorFinalAnswer == null || executorFinalAnswer.isBlank()) {
-                executorFinalAnswer = extractLastAssistantText(previousMessages);
-            }
-
-            List<Map<String, Object>> toolTraceSummary = runId == null || runId.isBlank()
-                    ? toolTraceSummaryService.buildVerifierTraceSummary(sessionId, executorFinalAnswer)
-                    : toolTraceSummaryService.buildVerifierTraceSummaryForRun(runId, executorFinalAnswer);
-            VerifierContextHolder.setToolTraceSummary(toolTraceSummary);
-
-            ExecutorEvidenceParser.ParseResult parseResult =
-                    executorEvidenceParser.enrich(
-                            executorEvidenceParser.parse(executorFinalAnswer),
-                            toolTraceSummary);
-            VerifierContextHolder.setExecutorStructuredOutput(parseResult.structuredOutput());
-            VerifierContextHolder.setExecutorOutputParseStatus(parseResult.status());
-
-            Map<String, Object> gatekeeperResult = runGatekeeper(sessionId, runId, parseResult);
-            VerifierContextHolder.setGatekeeperResult(gatekeeperResult);
-
-            Map<String, Object> verifierInput = new LinkedHashMap<>();
-            verifierInput.put("original_query", VerifierContextHolder.getOriginalQuery());
-            verifierInput.put("executor_final_answer", executorFinalAnswer);
-            verifierInput.put("executor_structured_output", parseResult.structuredOutput());
-            verifierInput.put("executor_output_parse_status", parseResult.status());
-            verifierInput.put("tool_trace_summary", toolTraceSummary);
-            verifierInput.put("gatekeeper_result", gatekeeperResult);
-            verifierInput.put("retry_context", VerifierContextHolder.getRetryContext());
-
-            String payload = objectMapper.writerWithDefaultPrettyPrinter().writeValueAsString(verifierInput);
-            return new AgentCommand(List.of(new UserMessage(payload)));
-        } catch (Exception e) {
-            log.error("Failed to build verifier input, fallback to original messages", e);
-            return new AgentCommand(previousMessages);
-        }
-    }
-
-    private Map<String, Object> runGatekeeper(String sessionId, String runId,
-                                               ExecutorEvidenceParser.ParseResult parseResult) {
-        if (executorGatekeeperService == null) {
-            return passGatekeeperResult();
-        }
-        try {
-            if (runId != null && !runId.isBlank()) {
-                return executorGatekeeperService.validateRun(runId, parseResult.structuredOutput(), parseResult.status());
-            }
-            return executorGatekeeperService.validate(sessionId, parseResult.structuredOutput(), parseResult.status());
-        } catch (Exception e) {
-            log.error("Gatekeeper validation failed unexpectedly", e);
-            return executorGatekeeperService.fail("gatekeeper.internal_error",
-                    "gatekeeper",
-                    e.getMessage() == null ? "gatekeeper validation failed" : e.getMessage());
-        }
-    }
-
-    private Map<String, Object> passGatekeeperResult() {
-        GatekeeperRuleCatalog catalog = GatekeeperRuleCatalog.fallback();
-        Map<String, Object> result = new LinkedHashMap<>();
-        result.put("status", "pass");
-        result.put("severity", "none");
-        result.put("rule_set_version", catalog.version());
-        result.put("rules", catalog.auditRules());
-        result.put("checked_bindings", List.of());
-        result.put("failed_rules", List.of());
-        result.put("warnings", List.of());
-        result.put("errors", List.of());
-        return result;
-    }
-
-    private String extractLastAssistantText(List<Message> previousMessages) {
-        for (int i = previousMessages.size() - 1; i >= 0; i--) {
-            if (previousMessages.get(i) instanceof AssistantMessage assistantMessage) {
-                String text = extractTextContent(assistantMessage);
-                if (text != null && !text.isBlank()) {
-                    return text;
-                }
-            }
-        }
-        return "";
-    }
-
-    private String extractTextContent(AssistantMessage message) {
-        try {
-            try {
-                return message.getText();
-            } catch (Exception ignore) {
-                // Fallback for older implementations.
-            }
-
-            for (String methodName : List.of("getText", "getContent")) {
-                try {
-                    var method = message.getClass().getMethod(methodName);
-                    Object value = method.invoke(message);
-                    if (value != null) {
-                        return value.toString();
-                    }
-                } catch (NoSuchMethodException ignore) {
-                    // continue
-                }
-            }
-        } catch (Exception e) {
-            log.debug("Failed to extract verifier assistant text", e);
-        }
-        return message.toString();
-    }
-
-}
@@ -1,546 +0,0 @@
-package com.superbiz.agent.service;
-
-import com.fasterxml.jackson.core.type.TypeReference;
-import com.fasterxml.jackson.databind.ObjectMapper;
-import com.superbiz.agent.domain.entity.ToolInvocation;
-import com.superbiz.agent.repository.ToolInvocationRepository;
-import lombok.extern.slf4j.Slf4j;
-import org.springframework.stereotype.Service;
-
-import java.util.ArrayList;
-import java.util.Comparator;
-import java.util.LinkedHashMap;
-import java.util.LinkedHashSet;
-import java.util.List;
-import java.util.Locale;
-import java.util.Map;
-import java.util.Set;
-import java.util.regex.Matcher;
-import java.util.regex.Pattern;
-
-/**
- * Builds a verifier-facing evidence index from persisted tool invocations.
- */
-@Slf4j
-@Service
-public class ToolTraceSummaryService {
-
-    private static final TypeReference<LinkedHashMap<String, Object>> MAP_TYPE = new TypeReference<>() {};
-    private static final Set<String> EVIDENCE_TOOLS = Set.of("lookup_knowledge", "query_logs", "query_metrics", "query_order");
-    private static final Pattern JSON_STRING_FIELD = Pattern.compile("\"%s\"\\s*:\\s*\"((?:\\\\.|[^\"])*)\"");
-
-    private final ToolInvocationRepository toolInvocationRepository;
-    private final ObjectMapper objectMapper = new ObjectMapper();
-
-    public ToolTraceSummaryService(ToolInvocationRepository toolInvocationRepository) {
-        this.toolInvocationRepository = toolInvocationRepository;
-    }
-
-    public List<Map<String, Object>> buildVerifierTraceSummary(String sessionId, String executorFinalAnswer) {
-        if (sessionId == null || sessionId.isBlank()) {
-            return List.of();
-        }
-
-        List<ToolInvocation> invocations = toolInvocationRepository.findBySessionIdOrderByIdAsc(sessionId);
-        return buildVerifierTraceSummary(invocations, executorFinalAnswer);
-    }
-
-    public List<Map<String, Object>> buildVerifierTraceSummaryForRun(String runId, String executorFinalAnswer) {
-        if (runId == null || runId.isBlank()) {
-            return List.of();
-        }
-
-        List<ToolInvocation> invocations = toolInvocationRepository.findByRunIdOrderByIdAsc(runId);
-        return buildVerifierTraceSummary(invocations, executorFinalAnswer);
-    }
-
-    private List<Map<String, Object>> buildVerifierTraceSummary(List<ToolInvocation> invocations, String executorFinalAnswer) {
-        if (invocations.isEmpty()) {
-            return List.of();
-        }
-
-        Map<String, AggregateEntry> grouped = new LinkedHashMap<>();
-        for (ToolInvocation invocation : invocations) {
-            if (!EVIDENCE_TOOLS.contains(invocation.getToolName())) {
-                continue;
-            }
-            String topicDomain = extractTopicDomain(invocation);
-            String key = invocation.getToolName() + "|" + topicDomain;
-            AggregateEntry entry = grouped.computeIfAbsent(
-                    key,
-                    ignored -> new AggregateEntry(invocation.getToolName(), topicDomain));
-            entry.absorb(invocation);
-        }
-
-        List<AggregateEntry> rankedEntries = grouped.values().stream()
-                .sorted(Comparator.comparingInt((AggregateEntry entry) -> entry.relevanceScore(executorFinalAnswer)).reversed())
-                .limit(8)
-                .toList();
-
-        List<Map<String, Object>> summaries = new ArrayList<>();
-        for (int i = 0; i < rankedEntries.size(); i++) {
-            summaries.add(rankedEntries.get(i).toSummary("trace-" + (i + 1)));
-        }
-        return summaries;
-    }
-
-    private String extractTopicDomain(ToolInvocation invocation) {
-        try {
-            if (invocation.getRetrievalDetails() != null && !invocation.getRetrievalDetails().isBlank()) {
-                Map<String, Object> details = objectMapper.readValue(invocation.getRetrievalDetails(), MAP_TYPE);
-                Object domains = details.get("retrieved_domains");
-                if (domains instanceof List<?> domainList && !domainList.isEmpty()) {
-                    return String.valueOf(domainList.get(0));
-                }
-            }
-        } catch (Exception e) {
-            log.debug("Failed to parse retrieved_domains, fallback to general", e);
-        }
-        return "general";
-    }
-
-    private String extractInputSummary(ToolInvocation invocation) {
-        String query = extractQuery(invocation);
-        if (query != null && !query.isBlank()) {
-            return "query=" + truncate(query, 120);
-        }
-        return invocation.getToolName() + " invoked";
-    }
-
-    private String extractQuery(ToolInvocation invocation) {
-        try {
-            if (invocation.getInputParams() != null && !invocation.getInputParams().isBlank()) {
-                Map<String, Object> params = objectMapper.readValue(invocation.getInputParams(), MAP_TYPE);
-                Object query = params.get("query");
-                if (query != null) {
-                    return String.valueOf(query);
-                }
-            }
-        } catch (Exception e) {
-            log.debug("Failed to parse invocation query", e);
-        }
-        return null;
-    }
-
-    private String extractOutputSummary(ToolInvocation invocation, String topicDomain) {
-        String evidenceStatus = extractEvidenceStatus(invocation);
-        if (!Boolean.TRUE.equals(invocation.getSuccess())) {
-            if (invocation.getErrorMessage() != null && !invocation.getErrorMessage().isBlank()) {
-                return "call failed: " + truncate(invocation.getErrorMessage(), 120);
-            }
-            return "no usable evidence returned";
-        }
-
-        if (ToolInvocationRecorder.EVIDENCE_STATUS_DEDUPED.equals(evidenceStatus)) {
-            return "retrieval skipped because the same document was already used in this session";
-        }
-
-        if (ToolInvocationRecorder.EVIDENCE_STATUS_NO_EVIDENCE.equals(evidenceStatus)) {
-            if (invocation.getOutputPreview() != null && !invocation.getOutputPreview().isBlank()) {
-                return "completed without usable evidence: " + truncate(invocation.getOutputPreview(), 120);
-            }
-            return "completed without usable evidence";
-        }
-
-        if ("lookup_knowledge".equals(invocation.getToolName())) {
-            String relevance = invocation.getRelevanceLevel() != null ? invocation.getRelevanceLevel() : "UNKNOWN";
-            String trace = extractLookupTraceSummary(invocation);
-            String preview = invocation.getOutputPreview() != null && !invocation.getOutputPreview().isBlank()
-                    ? truncate(invocation.getOutputPreview(), 240)
-                    : "no preview";
-            return "matched domain=" + topicDomain + ", relevance=" + relevance + trace + ", preview=" + preview;
-        }
-
-        if ("query_logs".equals(invocation.getToolName())) {
-            String concrete = extractLogEvidenceSummary(invocation.getOutputPreview());
-            if (!concrete.isBlank()) {
-                return concrete;
-            }
-        }
-
-        if ("query_metrics".equals(invocation.getToolName())) {
-            String concrete = extractMetricsEvidenceSummary(invocation.getOutputPreview());
-            if (!concrete.isBlank()) {
-                return concrete;
-            }
-        }
-
-        if (invocation.getOutputPreview() != null && !invocation.getOutputPreview().isBlank()) {
-            return truncate(invocation.getOutputPreview(), 240);
-        }
-        return "evidence retrieved without preview";
-    }
-
-    private String extractLookupTraceSummary(ToolInvocation invocation) {
-        if (invocation.getRetrievalDetails() == null || invocation.getRetrievalDetails().isBlank()) {
-            return "";
-        }
-        try {
-            Map<String, Object> details = objectMapper.readValue(invocation.getRetrievalDetails(), MAP_TYPE);
-            List<String> sources = new ArrayList<>();
-            Object evidenceBlocks = details.get("evidence_blocks");
-            if (evidenceBlocks instanceof List<?> blocks) {
-                for (Object block : blocks) {
-                    if (block instanceof Map<?, ?> blockMap) {
-                        Object title = blockMap.get("title");
-                        Object source = blockMap.get("source");
-                        String label = title != null ? String.valueOf(title) : String.valueOf(source);
-                        if (label != null && !label.isBlank() && !"null".equals(label)) {
-                            sources.add(label);
-                        }
-                    }
-                    if (sources.size() >= 3) {
-                        break;
-                    }
-                }
-            }
-            Object retrievalTrace = details.get("retrieval_trace");
-            String selectedAttempt = "";
-            if (retrievalTrace instanceof Map<?, ?> traceMap && traceMap.get("selected_attempt") != null) {
-                selectedAttempt = ", selected_attempt=" + traceMap.get("selected_attempt");
-            }
-            return (sources.isEmpty() ? "" : ", sources=" + truncate(String.join("|", sources), 180)) + selectedAttempt;
-        } catch (Exception e) {
-            log.debug("Failed to parse lookup retrieval details", e);
-            return "";
-        }
-    }
-
-    private String extractLogEvidenceSummary(String outputPreview) {
-        if (outputPreview == null || outputPreview.isBlank()) {
-            return "";
-        }
-        List<String> messages = extractJsonStringFields(outputPreview, "message", 3);
-        List<String> services = extractJsonStringFields(outputPreview, "service", 3);
-        List<String> levels = extractJsonStringFields(outputPreview, "level", 3);
-        List<String> timestamps = extractJsonStringFields(outputPreview, "timestamp", 3);
-        if (messages.isEmpty()) {
-            return "";
-        }
-        List<String> rows = new ArrayList<>();
-        for (int i = 0; i < messages.size(); i++) {
-            String prefix = labelAt(timestamps, i) + labelAt(levels, i) + labelAt(services, i);
-            rows.add((prefix.isBlank() ? "" : prefix + " ") + truncate(messages.get(i), 220));
-        }
-        return "log_evidence: " + truncate(String.join(" | ", rows), 520);
-    }
-
-    private boolean hasOnlyGenericMockLogMessages(String outputPreview) {
-        List<String> messages = extractJsonStringFields(outputPreview, "message", 3);
-        if (messages.isEmpty()) {
-            return false;
-        }
-        return messages.stream()
-                .allMatch(message -> message.startsWith("日志消息 #") && message.contains("查询条件:"));
-    }
-
-    private String extractMetricsEvidenceSummary(String outputPreview) {
-        if (outputPreview == null || outputPreview.isBlank()) {
-            return "";
-        }
-        List<String> alertNames = extractJsonStringFields(outputPreview, "alert_name", 5);
-        List<String> descriptions = extractJsonStringFields(outputPreview, "description", 5);
-        List<String> services = extractJsonStringFields(outputPreview, "service", 5);
-        if (alertNames.isEmpty() && descriptions.isEmpty()) {
-            return "";
-        }
-        List<String> rows = new ArrayList<>();
-        int count = Math.max(alertNames.size(), descriptions.size());
-        for (int i = 0; i < Math.min(5, count); i++) {
-            StringBuilder row = new StringBuilder();
-            if (i < alertNames.size()) {
-                row.append(alertNames.get(i));
-            }
-            if (i < services.size()) {
-                if (!row.isEmpty()) {
-                    row.append(" ");
-                }
-                row.append("service=").append(services.get(i));
-            }
-            if (i < descriptions.size()) {
-                if (!row.isEmpty()) {
-                    row.append(": ");
-                }
-                row.append(descriptions.get(i));
-            }
-            rows.add(truncate(row.toString(), 220));
-        }
-        return "metric_evidence: " + truncate(String.join(" | ", rows), 520);
-    }
-
-    private List<String> extractJsonStringFields(String text, String field, int limit) {
-        Pattern pattern = Pattern.compile(String.format(JSON_STRING_FIELD.pattern(), Pattern.quote(field)));
-        Matcher matcher = pattern.matcher(text);
-        List<String> values = new ArrayList<>();
-        while (matcher.find() && values.size() < limit) {
-            values.add(unescapeJsonString(matcher.group(1)));
-        }
-        return values;
-    }
-
-    private String unescapeJsonString(String value) {
-        return value == null ? "" : value
-                .replace("\\\"", "\"")
-                .replace("\\\\", "\\")
-                .replace("\\n", "\n")
-                .replace("\\r", "\r")
-                .replace("\\t", "\t");
-    }
-
-    private String labelAt(List<String> values, int index) {
-        if (index >= values.size() || values.get(index) == null || values.get(index).isBlank()) {
-            return "";
-        }
-        return "[" + values.get(index) + "]";
-    }
-
-    private String determineEvidenceLevel(ToolInvocation invocation) {
-        String evidenceStatus = extractEvidenceStatus(invocation);
-        if (!Boolean.TRUE.equals(invocation.getSuccess())) {
-            return "none";
-        }
-        if (ToolInvocationRecorder.EVIDENCE_STATUS_NO_EVIDENCE.equals(evidenceStatus)
-                || ToolInvocationRecorder.EVIDENCE_STATUS_DEDUPED.equals(evidenceStatus)) {
-            return "none";
-        }
-        if ("query_logs".equals(invocation.getToolName())
-                && hasOnlyGenericMockLogMessages(invocation.getOutputPreview())) {
-            return "none";
-        }
-        if ("PRECISE".equals(invocation.getRelevanceLevel()) || "HIGHLY_RELEVANT".equals(invocation.getRelevanceLevel())) {
-            return "direct";
-        }
-        if ("REFERENCE".equals(invocation.getRelevanceLevel())) {
-            return "indirect";
-        }
-        if (EVIDENCE_TOOLS.contains(invocation.getToolName())) {
-            return "direct";
-        }
-        return "none";
-    }
-
-    private String extractEvidenceStatus(ToolInvocation invocation) {
-        if (invocation.getRetrievalDetails() == null || invocation.getRetrievalDetails().isBlank()) {
-            return Boolean.TRUE.equals(invocation.getSuccess())
-                    ? ToolInvocationRecorder.EVIDENCE_STATUS_SUPPORTED
-                    : ToolInvocationRecorder.EVIDENCE_STATUS_FAILED;
-        }
-        try {
-            Map<String, Object> details = objectMapper.readValue(invocation.getRetrievalDetails(), MAP_TYPE);
-            Object evidenceStatus = details.get("evidence_status");
-            if (evidenceStatus != null) {
-                return String.valueOf(evidenceStatus);
-            }
-        } catch (Exception e) {
-            log.debug("Failed to parse evidence_status", e);
-        }
-        return Boolean.TRUE.equals(invocation.getSuccess())
-                ? ToolInvocationRecorder.EVIDENCE_STATUS_SUPPORTED
-                : ToolInvocationRecorder.EVIDENCE_STATUS_FAILED;
-    }
-
-    private List<String> extractStringList(Object value) {
-        if (!(value instanceof List<?> list) || list.isEmpty()) {
-            return List.of();
-        }
-        List<String> result = new ArrayList<>();
-        for (Object item : list) {
-            if (item != null) {
-                result.add(String.valueOf(item));
-            }
-        }
-        return result;
-    }
-
-    private List<String> extractSourceDocuments(ToolInvocation invocation) {
-        if (invocation.getRetrievalDetails() == null || invocation.getRetrievalDetails().isBlank()) {
-            return List.of();
-        }
-        try {
-            Map<String, Object> details = objectMapper.readValue(invocation.getRetrievalDetails(), MAP_TYPE);
-            List<String> paths = extractStringList(details.get("l0_paths"));
-            if (!paths.isEmpty()) {
-                return paths;
-            }
-            List<String> titles = extractStringList(details.get("l0_titles"));
-            if (!titles.isEmpty()) {
-                return titles;
-            }
-        } catch (Exception e) {
-            log.debug("Failed to parse source documents", e);
-        }
-        return List.of();
-    }
-
-    private String truncate(String text, int maxLength) {
-        if (text == null) {
-            return "";
-        }
-        return text.length() <= maxLength ? text : text.substring(0, maxLength) + "...";
-    }
-
-    private final class AggregateEntry {
-        private final String toolName;
-        private final String topicDomain;
-        private String inputSummary;
-        private String outputSummary;
-        private boolean success;
-        private String evidenceLevel = "none";
-        private int invocationCount;
-        private int failedCount;
-        private int noHitCount;
-        private final List<Long> sourceInvocationIds = new ArrayList<>();
-        private final LinkedHashSet<String> querySamples = new LinkedHashSet<>();
-        private final LinkedHashSet<String> retrievalLayers = new LinkedHashSet<>();
-        private final LinkedHashSet<String> relevanceLevels = new LinkedHashSet<>();
-        private final LinkedHashSet<String> sourceDocuments = new LinkedHashSet<>();
-
-        private AggregateEntry(String toolName, String topicDomain) {
-            this.toolName = toolName;
-            this.topicDomain = topicDomain;
-        }
-
-        void absorb(ToolInvocation invocation) {
-            invocationCount++;
-            if (invocation.getId() != null) {
-                sourceInvocationIds.add(invocation.getId());
-            }
-
-            String query = extractQuery(invocation);
-            if (query != null && !query.isBlank()) {
-                querySamples.add(query);
-            }
-            if (invocation.getRetrievalLayer() != null && !invocation.getRetrievalLayer().isBlank()) {
-                retrievalLayers.add(invocation.getRetrievalLayer());
-            }
-            if (invocation.getRelevanceLevel() != null && !invocation.getRelevanceLevel().isBlank()) {
-                relevanceLevels.add(invocation.getRelevanceLevel());
-            }
-            sourceDocuments.addAll(extractSourceDocuments(invocation));
-
-            if (inputSummary == null || inputSummary.isBlank()) {
-                inputSummary = extractInputSummary(invocation);
-            }
-
-            String evidenceStatus = extractEvidenceStatus(invocation);
-            if (!Boolean.TRUE.equals(invocation.getSuccess())) {
-                failedCount++;
-                if (outputSummary == null || outputSummary.isBlank()) {
-                    outputSummary = extractOutputSummary(invocation, topicDomain);
-                }
-                return;
-            }
-
-            if (ToolInvocationRecorder.EVIDENCE_STATUS_NO_EVIDENCE.equals(evidenceStatus)
-                    || ToolInvocationRecorder.EVIDENCE_STATUS_DEDUPED.equals(evidenceStatus)) {
-                noHitCount++;
-                if (outputSummary == null || outputSummary.isBlank()) {
-                    outputSummary = extractOutputSummary(invocation, topicDomain);
-                }
-                return;
-            }
-
-            String invocationEvidenceLevel = determineEvidenceLevel(invocation);
-            if ("none".equals(invocationEvidenceLevel)) {
-                noHitCount++;
-                if (outputSummary == null || outputSummary.isBlank()) {
-                    outputSummary = extractOutputSummary(invocation, topicDomain);
-                }
-                return;
-            }
-            if (!success || evidenceRank(invocationEvidenceLevel) > evidenceRank(evidenceLevel)) {
-                success = true;
-                evidenceLevel = invocationEvidenceLevel;
-                outputSummary = extractOutputSummary(invocation, topicDomain);
-            } else if (evidenceRank(invocationEvidenceLevel) == evidenceRank(evidenceLevel)) {
-                String candidateSummary = extractOutputSummary(invocation, topicDomain);
-                if (isMoreConcrete(candidateSummary, outputSummary)) {
-                    outputSummary = candidateSummary;
-                }
-            }
-        }
-
-        private boolean isMoreConcrete(String candidate, String current) {
-            return concretenessScore(candidate) > concretenessScore(current);
-        }
-
-        private int concretenessScore(String summary) {
-            if (summary == null || summary.isBlank()) {
-                return 0;
-            }
-            int score = summary.length() > 160 ? 2 : 1;
-            if (summary.contains("log_evidence") || summary.contains("metric_evidence")) {
-                score += 5;
-            }
-            if (summary.contains("连接池耗尽") || summary.contains("OutOfMemoryError")
-                    || summary.contains("扫描行数") || summary.contains("HighMemoryUsage")
-                    || summary.contains("HighCPUUsage")) {
-                score += 4;
-            }
-            return score;
-        }
-
-        int relevanceScore(String answer) {
-            int score = success ? 10 : 0;
-            if ("direct".equals(evidenceLevel)) {
-                score += 10;
-            } else if ("indirect".equals(evidenceLevel)) {
-                score += 5;
-            }
-            if (answer != null) {
-                String normalized = answer.toLowerCase(Locale.ROOT);
-                if (normalized.contains(topicDomain.toLowerCase(Locale.ROOT))) {
-                    score += 8;
-                }
-                if (normalized.contains(toolName.toLowerCase(Locale.ROOT))) {
-                    score += 3;
-                }
-            }
-            return score;
-        }
-
-        Map<String, Object> toSummary(String traceRef) {
-            String mergedOutput = outputSummary == null ? "no summarized evidence" : outputSummary;
-            if (invocationCount > 1) {
-                StringBuilder builder = new StringBuilder(mergedOutput);
-                builder.append(" (merged ").append(invocationCount).append(" invocations");
-                if (failedCount > 0) {
-                    builder.append(", failed=").append(failedCount);
-                }
-                if (noHitCount > 0) {
-                    builder.append(", no_hit=").append(noHitCount);
-                }
-                builder.append(")");
-                mergedOutput = builder.toString();
-            }
-
-            Map<String, Object> summary = new LinkedHashMap<>();
-            summary.put("trace_ref", traceRef);
-            summary.put("tool_name", toolName);
-            summary.put("success", success);
-            summary.put("input_summary", inputSummary);
-            summary.put("output_summary", mergedOutput);
-            summary.put("evidence_level", evidenceLevel);
-            summary.put("topic_domain", topicDomain);
-            summary.put("source_invocation_ids", new ArrayList<>(sourceInvocationIds));
-            summary.put("invocation_count", invocationCount);
-            summary.put("failed_invocation_count", failedCount);
-            summary.put("no_hit_invocation_count", noHitCount);
-            summary.put("query_samples", new ArrayList<>(querySamples));
-            summary.put("retrieval_layers", new ArrayList<>(retrievalLayers));
-            summary.put("relevance_levels", new ArrayList<>(relevanceLevels));
-            summary.put("source_documents", new ArrayList<>(sourceDocuments));
-            return summary;
-        }
-
-        private int evidenceRank(String level) {
-            if ("direct".equals(level)) {
-                return 2;
-            }
-            if ("indirect".equals(level)) {
-                return 1;
-            }
-            return 0;
-        }
-    }
-}
@@ -1,87 +0,0 @@
-package com.superbiz.agent.util;
-
-import java.util.List;
-import java.util.Map;
-
-/**
- * Thread-local verifier context shared across one planner/executor/verifier round.
- */
-public final class VerifierContextHolder {
-
-    private static final ThreadLocal<String> ORIGINAL_QUERY = new ThreadLocal<>();
-    private static final ThreadLocal<String> RETRY_CONTEXT = new ThreadLocal<>();
-    private static final ThreadLocal<String> EXECUTOR_FINAL_ANSWER = new ThreadLocal<>();
-    private static final ThreadLocal<Map<String, Object>> EXECUTOR_STRUCTURED_OUTPUT = new ThreadLocal<>();
-    private static final ThreadLocal<Map<String, Object>> EXECUTOR_OUTPUT_PARSE_STATUS = new ThreadLocal<>();
-    private static final ThreadLocal<List<Map<String, Object>>> TOOL_TRACE_SUMMARY = new ThreadLocal<>();
-    private static final ThreadLocal<Map<String, Object>> GATEKEEPER_RESULT = new ThreadLocal<>();
-
-    private VerifierContextHolder() {
-    }
-
-    public static void setOriginalQuery(String originalQuery) {
-        ORIGINAL_QUERY.set(originalQuery);
-    }
-
-    public static String getOriginalQuery() {
-        return ORIGINAL_QUERY.get();
-    }
-
-    public static void setRetryContext(String retryContext) {
-        RETRY_CONTEXT.set(retryContext);
-    }
-
-    public static String getRetryContext() {
-        return RETRY_CONTEXT.get();
-    }
-
-    public static void setExecutorFinalAnswer(String executorFinalAnswer) {
-        EXECUTOR_FINAL_ANSWER.set(executorFinalAnswer);
-    }
-
-    public static String getExecutorFinalAnswer() {
-        return EXECUTOR_FINAL_ANSWER.get();
-    }
-
-    public static void setExecutorStructuredOutput(Map<String, Object> executorStructuredOutput) {
-        EXECUTOR_STRUCTURED_OUTPUT.set(executorStructuredOutput);
-    }
-
-    public static Map<String, Object> getExecutorStructuredOutput() {
-        return EXECUTOR_STRUCTURED_OUTPUT.get();
-    }
-
-    public static void setExecutorOutputParseStatus(Map<String, Object> executorOutputParseStatus) {
-        EXECUTOR_OUTPUT_PARSE_STATUS.set(executorOutputParseStatus);
-    }
-
-    public static Map<String, Object> getExecutorOutputParseStatus() {
-        return EXECUTOR_OUTPUT_PARSE_STATUS.get();
-    }
-
-    public static void setToolTraceSummary(List<Map<String, Object>> toolTraceSummary) {
-        TOOL_TRACE_SUMMARY.set(toolTraceSummary);
-    }
-
-    public static List<Map<String, Object>> getToolTraceSummary() {
-        return TOOL_TRACE_SUMMARY.get();
-    }
-
-    public static void setGatekeeperResult(Map<String, Object> gatekeeperResult) {
-        GATEKEEPER_RESULT.set(gatekeeperResult);
-    }
-
-    public static Map<String, Object> getGatekeeperResult() {
-        return GATEKEEPER_RESULT.get();
-    }
-
-    public static void clear() {
-        ORIGINAL_QUERY.remove();
-        RETRY_CONTEXT.remove();
-        EXECUTOR_FINAL_ANSWER.remove();
-        EXECUTOR_STRUCTURED_OUTPUT.remove();
-        EXECUTOR_OUTPUT_PARSE_STATUS.remove();
-        TOOL_TRACE_SUMMARY.remove();
-        GATEKEEPER_RESULT.remove();
-    }
-}
@@ -322,7 +322,7 @@ class DiagnosisGraphNodeContractTest {
                state, DiagnosisGraphState.ORCHESTRATION_EVENTS);
        assertEquals(List.of("planner", "executor", "gatekeeper", "verified_input",
                        "verifier", "composer"),
-                events.stream().map(event -> ((OrchestrationEvent) event).node()).toList());
+                events.stream().map(this::eventNode).toList());
        verify(gatekeeper, times(1)).validateRun(
                eq("run-real-pass"), anyMap(), anyMap());
    }
@@ -352,10 +352,14 @@ class DiagnosisGraphNodeContractTest {
    private List<String> eventNodes(OverAllState state) {
        return DiagnosisGraphState.listValue(state, DiagnosisGraphState.ORCHESTRATION_EVENTS)
                .stream()
-                .map(event -> ((OrchestrationEvent) event).node())
+                .map(this::eventNode)
                .toList();
    }

+    private String eventNode(Object event) {
+        return String.valueOf(((Map<?, ?>) event).get("node"));
+    }
+
    private String plannerOutput() {
        return """
                {"selected_skill":null,"selection_reason":"none",
@@ -447,10 +447,11 @@ class DiagnosisGraphWorkflowTest {
                        initialState(),
                        RunnableConfig.builder().threadId(THREAD_ID).build())
                .orElseThrow();
-        assertEquals(script.sequence(), DiagnosisGraphState.listValue(
+                assertEquals(script.sequence(), DiagnosisGraphState.listValue(
                        state, DiagnosisGraphState.ORCHESTRATION_EVENTS)
                .stream()
-                .map(event -> ((OrchestrationEvent) event).node())
+                .map(event -> String.valueOf(
+                        ((Map<?, ?>) event).get("node")))
                .toList());
        return state;
    }
@@ -82,6 +82,21 @@ class DiagnosisOrchestrationTraceBuilderTest {
        assertTrue(trace.degraded());
    }

+    @Test
+    void buildsTraceFromPortableEventMapsUsedAtGraphStateBoundary() {
+        OverAllState state = stateWithEventValues(List.of(
+                event("planner", "COMPLETED", "planner_completed", 1).toMap(),
+                event("composer", "COMPLETED", "composer_completed", 1).toMap()),
+                0);
+
+        DiagnosisOrchestrationTrace trace = builder.build(state);
+
+        assertEquals("composer", trace.finalNode());
+        assertEquals("planner->composer",
+                trace.transitions().get(0).from() + "->"
+                        + trace.transitions().get(0).to());
+    }
+
    @Test
    void emptyEventsFailExplicitly() {
        OverAllState state = new OverAllState(Map.of());
@@ -140,6 +155,12 @@ class DiagnosisOrchestrationTraceBuilderTest {
    private OverAllState stateWithEvents(
            List<OrchestrationEvent> events,
            int evidenceRetryCount) {
+        return stateWithEventValues(events, evidenceRetryCount);
+    }
+
+    private OverAllState stateWithEventValues(
+            List<?> events,
+            int evidenceRetryCount) {
        return new OverAllState(Map.of(
                DiagnosisGraphState.ORCHESTRATION_EVENTS, events,
                DiagnosisGraphState.EVIDENCE_RETRY_COUNT, evidenceRetryCount));
@@ -52,9 +52,9 @@ class ExecutorNodeAdapterTest {
        assertEquals("COMPLETED", update.get(DiagnosisGraphState.EXECUTOR_STATUS));
        assertEquals(List.of(), ((Map<?, ?>) update.get(
                DiagnosisGraphState.EXECUTOR_OUTPUT)).get("claims"));
-        OrchestrationEvent event = (OrchestrationEvent) ((List<?>) update.get(
+        Map<?, ?> event = (Map<?, ?>) ((List<?>) update.get(
                DiagnosisGraphState.ORCHESTRATION_EVENTS)).get(0);
-        assertEquals(2, event.attempt());
+        assertEquals(2, event.get("attempt"));
    }

    private static final class CapturingInvoker implements DiagnosisAgentInvoker {
@@ -0,0 +1,47 @@
+package com.superbiz.agent.graph.diagnosis;
+
+import org.junit.jupiter.api.Test;
+
+import java.io.IOException;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.util.List;
+
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+class InterviewDemoScriptContractTest {
+
+    private static final Path SCRIPT = Path.of(
+            "mvp", "demo", "scripts", "run-interview-demo-check.ps1");
+
+    @Test
+    void scriptPinsExactRunAndRequiresOrchestrationTrace() throws IOException {
+        String source = Files.readString(SCRIPT);
+
+        assertTrue(source.contains("trace?runId=$([System.Uri]::EscapeDataString($runId))"));
+        assertTrue(source.contains("$traceData.runId -ne $runId"));
+        assertTrue(source.contains("$traceData.run.runId -ne $runId"));
+        assertTrue(source.contains("$traceData.run.orchestrationTrace"));
+        assertTrue(source.contains("data.run.orchestrationTrace is missing"));
+
+        for (String field : List.of(
+                "version", "final_node", "termination_reason", "transitions",
+                "degraded", "evidence_retry_count")) {
+            assertTrue(source.contains("\"" + field + "\""), field);
+        }
+    }
+
+    @Test
+    void scriptWritesStateGraphSummaryFields() throws IOException {
+        String source = Files.readString(SCRIPT);
+
+        for (String assignment : List.of(
+                "finalNode = $orchestrationTrace.final_node",
+                "terminationReason = $orchestrationTrace.termination_reason",
+                "degraded = [bool]$orchestrationTrace.degraded",
+                "transitionCount = $transitionCount",
+                "evidenceRetryCount = [int]$orchestrationTrace.evidence_retry_count")) {
+            assertTrue(source.contains(assignment), assignment);
+        }
+    }
+}
@@ -6,25 +6,47 @@ import org.junit.jupiter.api.Test;
 import org.springframework.ai.chat.messages.AssistantMessage;

 import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertFalse;
+import static org.junit.jupiter.api.Assertions.assertNotSame;
+import static org.junit.jupiter.api.Assertions.assertTrue;
 import static org.mockito.ArgumentMatchers.eq;
-import static org.mockito.ArgumentMatchers.same;
+import static org.mockito.ArgumentMatchers.any;
 import static org.mockito.Mockito.mock;
+import static org.mockito.Mockito.verify;
 import static org.mockito.Mockito.when;

+import org.mockito.ArgumentCaptor;
+
 class ReactAgentDiagnosisInvokerTest {

    @Test
-    void forwardsExactInputAndRunnableConfig() throws Exception {
+    void isolatesNestedAgentFromOuterResumeMetadata() throws Exception {
        ReactAgent agent = mock(ReactAgent.class);
-        RunnableConfig config = RunnableConfig.builder()
+        RunnableConfig outerConfig = RunnableConfig.builder()
                .threadId("run-invoker")
+                .addMetadata("sessionId", "session-invoker")
                .addMetadata("runId", "run-invoker")
+                .resume()
                .build();
-        when(agent.call(eq("projected input"), same(config)))
+        when(agent.call(eq("projected input"), any(RunnableConfig.class)))
                .thenReturn(new AssistantMessage("agent output"));

        DiagnosisAgentInvoker invoker = new ReactAgentDiagnosisInvoker(agent);

-        assertEquals("agent output", invoker.invoke("projected input", config));
+        assertEquals("agent output", invoker.invoke("projected input", outerConfig));
+
+        ArgumentCaptor<RunnableConfig> captor = ArgumentCaptor.forClass(
+                RunnableConfig.class);
+        verify(agent).call(eq("projected input"), captor.capture());
+        RunnableConfig nestedConfig = captor.getValue();
+        assertNotSame(outerConfig, nestedConfig);
+        assertEquals("run-invoker", nestedConfig.threadId().orElseThrow());
+        assertEquals("session-invoker",
+                nestedConfig.metadata("sessionId").orElseThrow());
+        assertEquals("run-invoker",
+                nestedConfig.metadata("runId").orElseThrow());
+        assertFalse(nestedConfig.metadata(
+                RunnableConfig.HUMAN_FEEDBACK_METADATA_KEY).isPresent());
+        assertTrue(nestedConfig.checkPointId().isEmpty());
    }
 }
@@ -125,7 +125,7 @@ final class ScriptedDiagnosisGraphActions {
                            name,
                            step.outcome(),
                            step.reasonCode(),
-                            calls)));
+                            calls).toMap()));
            return CompletableFuture.completedFuture(update);
        }
    }
@@ -1,209 +0,0 @@
-package com.superbiz.agent.service;
-
-import com.superbiz.agent.domain.entity.ToolInvocation;
-import com.superbiz.agent.repository.ToolInvocationRepository;
-import org.junit.jupiter.api.Test;
-
-import java.util.List;
-import java.util.Map;
-
-import static org.junit.jupiter.api.Assertions.assertEquals;
-import static org.junit.jupiter.api.Assertions.assertFalse;
-import static org.junit.jupiter.api.Assertions.assertTrue;
-import static org.mockito.Mockito.mock;
-import static org.mockito.Mockito.when;
-
-class ToolTraceSummaryServiceTest {
-
-    @Test
-    void buildVerifierTraceSummaryForRunUsesRunScopedToolRows() {
-        ToolInvocationRepository repository = mock(ToolInvocationRepository.class);
-        when(repository.findByRunIdOrderByIdAsc("run-summary-1")).thenReturn(List.of(
-                ToolInvocation.builder()
-                        .id(101L)
-                        .sessionId("session-1")
-                        .runId("run-summary-1")
-                        .toolName("query_metrics")
-                        .inputParams("{\"query\":\"active_prometheus_alerts\"}")
-                        .outputPreview("active=50 max=50")
-                        .retrievalDetails("{\"retrieved_domains\":[\"prometheus_alerts\"],\"evidence_status\":\"supported\"}")
-                        .success(true)
-                        .build()
-        ));
-
-        ToolTraceSummaryService service = new ToolTraceSummaryService(repository);
-
-        List<Map<String, Object>> summaries = service.buildVerifierTraceSummaryForRun(
-                "run-summary-1", "active=50 max=50");
-
-        assertEquals(1, summaries.size());
-        assertEquals("query_metrics", summaries.get(0).get("tool_name"));
-        assertEquals(List.of(101L), summaries.get(0).get("source_invocation_ids"));
-    }
-
-    @Test
-    void buildVerifierTraceSummaryTreatsNoEvidenceAsGapWithoutLosingSuccessfulEvidence() {
-        ToolInvocationRepository repository = mock(ToolInvocationRepository.class);
-        when(repository.findBySessionIdOrderByIdAsc("session-1")).thenReturn(List.of(
-                ToolInvocation.builder()
-                        .id(1L)
-                        .sessionId("session-1")
-                        .toolName("query_logs")
-                        .inputParams("{\"query\":\"timeout\"}")
-                        .outputPreview("payment timeout stack trace")
-                        .retrievalDetails("{\"retrieved_domains\":[\"application-logs\"],\"evidence_status\":\"supported\"}")
-                        .success(true)
-                        .build(),
-                ToolInvocation.builder()
-                        .id(2L)
-                        .sessionId("session-1")
-                        .toolName("query_logs")
-                        .inputParams("{\"query\":\"timeout\"}")
-                        .outputPreview("{\"success\":false,\"message\":\"未找到匹配的日志\"}")
-                        .retrievalDetails("{\"retrieved_domains\":[\"application-logs\"],\"evidence_status\":\"no_evidence\"}")
-                        .success(true)
-                        .build(),
-                ToolInvocation.builder()
-                        .id(3L)
-                        .sessionId("session-1")
-                        .toolName("query_metrics")
-                        .inputParams("{\"query\":\"active_prometheus_alerts\"}")
-                        .errorMessage("prometheus timeout")
-                        .retrievalDetails("{\"retrieved_domains\":[\"prometheus_alerts\"],\"evidence_status\":\"failed\"}")
-                        .success(false)
-                        .build()
-        ));
-
-        ToolTraceSummaryService service = new ToolTraceSummaryService(repository);
-
-        List<Map<String, Object>> summaries = service.buildVerifierTraceSummary("session-1", "application-logs point to timeout");
-
-        assertEquals(2, summaries.size());
-
-        Map<String, Object> logsSummary = summaries.stream()
-                .filter(item -> "query_logs".equals(item.get("tool_name")))
-                .findFirst()
-                .orElseThrow();
-        assertEquals(Boolean.TRUE, logsSummary.get("success"));
-        assertEquals("direct", logsSummary.get("evidence_level"));
-        assertEquals(2, logsSummary.get("invocation_count"));
-        assertEquals(1, logsSummary.get("no_hit_invocation_count"));
-        assertTrue(String.valueOf(logsSummary.get("output_summary")).contains("payment timeout stack trace"));
-
-        Map<String, Object> metricsSummary = summaries.stream()
-                .filter(item -> "query_metrics".equals(item.get("tool_name")))
-                .findFirst()
-                .orElseThrow();
-        assertEquals(Boolean.FALSE, metricsSummary.get("success"));
-        assertEquals("none", metricsSummary.get("evidence_level"));
-        assertEquals(1, metricsSummary.get("failed_invocation_count"));
-        assertTrue(String.valueOf(metricsSummary.get("output_summary")).contains("call failed"));
-    }
-
-    @Test
-    void buildVerifierTraceSummaryPreservesConcreteFactsFromTruncatedLogAndMetricRows() {
-        ToolInvocationRepository repository = mock(ToolInvocationRepository.class);
-        String logPreview = """
-                {
-                  "success" : true,
-                  "logs" : [ {
-                    "timestamp" : "2026-07-06 22:15:45",
-                    "level" : "ERROR",
-                    "service" : "order-service",
-                    "message" : "数据库连接池耗尽: Cannot acquire connection from pool, active: 50/50, waiting: 23, timeout: 30000ms"
-                  } ]
-                }
-                """;
-        String metricPreview = """
-                {
-                  "success" : true,
-                  "alerts" : [ {
-                    "alert_name" : "HighCPUUsage",
-                    "service" : "payment-service",
-                    "description" : "服务 payment-service 的 CPU 使用率持续超过 80%，当前值为 92%。"
-                  } ]
-                }
-                """;
-        when(repository.findBySessionIdOrderByIdAsc("session-2")).thenReturn(List.of(
-                ToolInvocation.builder()
-                        .id(10L)
-                        .sessionId("session-2")
-                        .toolName("query_logs")
-                        .inputParams("{\"query\":\"pool\"}")
-                        .outputPreview(logPreview)
-                        .retrievalDetails("{\"retrieved_domains\":[\"application-logs\"],\"evidence_status\":\"supported\"}")
-                        .isTruncated(true)
-                        .success(true)
-                        .build(),
-                ToolInvocation.builder()
-                        .id(11L)
-                        .sessionId("session-2")
-                        .toolName("query_metrics")
-                        .inputParams("{\"query\":\"active_prometheus_alerts\"}")
-                        .outputPreview(metricPreview)
-                        .retrievalDetails("{\"retrieved_domains\":[\"prometheus_alerts\"],\"evidence_status\":\"supported\"}")
-                        .isTruncated(true)
-                        .success(true)
-                        .build()
-        ));
-
-        ToolTraceSummaryService service = new ToolTraceSummaryService(repository);
-
-        List<Map<String, Object>> summaries = service.buildVerifierTraceSummary("session-2", "连接池耗尽 HighCPUUsage");
-
-        Map<String, Object> logsSummary = summaries.stream()
-                .filter(item -> "query_logs".equals(item.get("tool_name")))
-                .findFirst()
-                .orElseThrow();
-        assertTrue(String.valueOf(logsSummary.get("output_summary")).contains("连接池耗尽"));
-        assertTrue(String.valueOf(logsSummary.get("output_summary")).contains("active: 50/50"));
-        assertEquals(List.of(10L), logsSummary.get("source_invocation_ids"));
-
-        Map<String, Object> metricsSummary = summaries.stream()
-                .filter(item -> "query_metrics".equals(item.get("tool_name")))
-                .findFirst()
-                .orElseThrow();
-        assertTrue(String.valueOf(metricsSummary.get("output_summary")).contains("HighCPUUsage"));
-        assertTrue(String.valueOf(metricsSummary.get("output_summary")).contains("payment-service"));
-    }
-
-    @Test
-    void buildVerifierTraceSummaryDoesNotTreatGenericMockLogsAsDirectEvidence() {
-        ToolInvocationRepository repository = mock(ToolInvocationRepository.class);
-        String genericLogPreview = """
-                {
-                  "success" : true,
-                  "logs" : [ {
-                    "timestamp" : "2026-07-06 23:44:41",
-                    "level" : "ERROR",
-                    "service" : "generic-service",
-                    "message" : "日志消息 #0, 查询条件: service:payment-service"
-                  } ]
-                }
-                """;
-        when(repository.findBySessionIdOrderByIdAsc("session-3")).thenReturn(List.of(
-                ToolInvocation.builder()
-                        .id(20L)
-                        .sessionId("session-3")
-                        .toolName("query_logs")
-                        .inputParams("{\"query\":\"service:payment-service\"}")
-                        .outputPreview(genericLogPreview)
-                        .retrievalDetails("{\"retrieved_domains\":[\"system-metrics\"],\"evidence_status\":\"supported\"}")
-                        .success(true)
-                        .build()
-        ));
-
-        ToolTraceSummaryService service = new ToolTraceSummaryService(repository);
-
-        List<Map<String, Object>> summaries = service.buildVerifierTraceSummary("session-3", "payment-service timeout");
-
-        Map<String, Object> logsSummary = summaries.stream()
-                .filter(item -> "query_logs".equals(item.get("tool_name")))
-                .findFirst()
-                .orElseThrow();
-        assertEquals(Boolean.FALSE, logsSummary.get("success"));
-        assertEquals("none", logsSummary.get("evidence_level"));
-        assertEquals(1, logsSummary.get("no_hit_invocation_count"));
-        assertTrue(String.valueOf(logsSummary.get("output_summary")).contains("日志消息 #0"));
-    }
-}