feat(agent): add composer final answer
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# Acceptance
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## Implementation Result
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Implemented stage four of Executor Structured Output V2:
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- Added `chat_composer` prompt and Agent.
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- Final answers for PASS, LOW_CONFID, and REJECT now use Composer when Verifier decision is valid.
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- Composer input is filtered from Verifier decision and Executor structured output.
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- Unsupported, external-unknown, and contradicted claims are excluded from confirmed final-answer material.
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- REJECT Composer input has `allowed_hypotheses=[]`.
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- Malformed Composer output uses deterministic safe fallback.
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- Fallback does not expose raw Composer JSON, raw Executor JSON, or Executor `user_facing_answer`.
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- `composer_output` is persisted in verifier audit.
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## Static Verification
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- Reviewed implementation diff for stage-four scope.
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- `cmd /c openspec validate executor-composer-final-answer` passed.
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- `cmd /c openspec validate --specs` passed before archive.
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## Script Verification
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Passed:
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```powershell
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mvn "-Dtest=ChatServiceSequentialAgentTest" test
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mvn "-Dtest=ExecutorGatekeeperServiceTest,VerifierInputHookTest,ChatServiceSequentialAgentTest" test
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```
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Coverage:
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- Composer prompt loading and invocation.
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- valid Composer output as final answer source.
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- malformed Composer output fallback.
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- PASS no raw Executor JSON leakage.
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- LOW_CONFID separation of confirmed material, possible directions, and gaps.
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- REJECT safe output without raw Executor answer.
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- Gatekeeper and Verifier stage compatibility.
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## Browser / Manual Verification
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Not run. This stage changes backend prompt, routing, parser, audit, and tests only.
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## OpenSpec Archive Status
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Archived:
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```text
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openspec/changes/archive/2026-07-08-executor-composer-final-answer
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```
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## Remaining Risks
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- Stage five still needs broader eval fixture coverage for full evidence-attribution regressions.
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- Composer prompt quality can be improved after real run traces are collected.
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- Existing Maven warnings about duplicate test dependency and Lombok builder defaults remain outside this stage.
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