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SuperBizAgent-java/mvp/demo/trace-inspection-checklist.md
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2026-07-05 01:25:20 +08:00

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# Trace Inspection Checklist
Use this checklist after running `scripts/run-payment-timeout-demo.ps1`.
## Session
| JSON path | What to check | Interview point |
| --- | --- | --- |
| `data.session.sessionId` | Matches `mvp-demo-payment-timeout-001` | One session id connects chat, tools, verifier, feedback, and trace. |
| `data.session.query` | Contains the payment-timeout question | The trace records the original user intent. |
| `data.session.answer` | Contains the final diagnosis answer | The final answer is not detached from the trace. |
| `data.session.selfEvaluation` | Contains verifier or rule evaluation | The answer has a quality gate, not just raw model output. |
| `data.session.feedback` | Becomes `useful` after feedback submission | User feedback is attached to the same diagnosis session. |
## Agent Steps
| JSON path | What to check | Interview point |
| --- | --- | --- |
| `data.steps[*].agentName` | Planner / Executor / Verifier or equivalent step names | The flow is decomposed into inspectable Agent steps. |
| `data.steps[*].thought` | High-level step reasoning where available | Internal reasoning is auditable without relying only on final text. |
| `data.steps[*].durationMs` | Step duration | The trace can support cost and latency review. |
| `data.steps[*].tokenCount` | Token count where available | The trace can support model-cost review. |
## Tool Evidence
| JSON path | What to check | Interview point |
| --- | --- | --- |
| `data.toolInvocations[*].toolName` | Includes evidence tools such as `lookup_knowledge`, `query_logs`, `query_metrics` | The Agent uses tools, not unsupported guesses. |
| `data.toolInvocations[*].inputParams` | Shows what each tool was asked | Inputs are inspectable for debugging and audit. |
| `data.toolInvocations[*].outputPreview` | Shows a bounded preview of evidence | Evidence is preserved without dumping huge payloads. |
| `data.toolInvocations[*].success` | Distinguishes success from failure | Tool failure is visible to verifier and reviewers. |
| `data.toolInvocations[*].retrievalDetails` | Shows retrieval metadata when available | Retrieval quality can be reviewed after the fact. |
## Summary
| JSON path | What to check | Interview point |
| --- | --- | --- |
| `data.summary.persistedStepCount` | Step rows were persisted | The trace is backed by storage, not only response memory. |
| `data.summary.persistedToolCallCount` | Tool rows were persisted | Evidence survives the request. |
| `data.summary.hasVerifierEvaluation` | Verifier evaluation exists | The final answer passed through a quality gate. |
| `data.summary.hasFeedback` | Feedback exists after feedback step | Human feedback closes the loop. |
## What Good Looks Like
```text
same session id
-> final answer
-> persisted agent steps
-> persisted evidence tool calls
-> verifier/self-evaluation
-> feedback attached to the same session
```