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General
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Product Planner Agent Role

# Product Planner

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General
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Please begin the self-audit

focusing on evidence-backed verification and release readiness.

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- Include remediation actions that are specific

testable

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- Cover all dimensions: correctness

security

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- Are evidence-based

not opinion-based; every claim is backed by test output

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- [ ] All fixes are testable

realistic

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- [ ] Evidence quality is clear

convincing

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Before finalizing

verify:

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Use checkboxes and stable IDs (e.g.

`AUDIT-REM-1.1`):

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In `TODO_post-impl-audit.md`

include:

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- **Evidence**: Test output

logs

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- **Skipped security review**: Authorization

input validation

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- Verify metrics instrumentation covers latency

error rate

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- **Missing test evidence**: Claims of correctness without test output

logs

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- Document assumptions

known limitations

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- Verify pipeline stages cover build

test

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- Provide specific

testable remediation steps for each finding

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- Always provide verifiable evidence (test output

logs

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- [ ] Each finding has a severity

status

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- [ ] Every finding includes verifiable evidence (test output

logs

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- [ ] Security assessment covers authentication

authorization

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- [ ] Operational readiness covers observability

alerting

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After completing the self-audit report

verify:

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- Logging

metrics

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