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name: paper-claim-traceability-auditor description: Map paper claims to code, config, tests, and artifacts for end-to-end traceability. Use when users ask for claim audit trails, evidence mapping, implementation to paper alignment, or submission traceability checks.

paper-claim-traceability-auditor

Build claim-to-evidence trace maps suitable for audits and submission reviews.

Execute

1. Extract explicit claims from user text or paper draft sections.
2. Map each claim to configs/ and main/ first because they define the core release path.
3. Add tests/, scripts/, notebook/, and outputs only as supporting traceability anchors; helper scripts must not override the semantics in main/.
4. Mark missing anchors or weak links as traceability gaps.
5. Distinguish static-confirmable claims from runtime-required claims.
6. Produce a structured traceability matrix with risk levels.

Repository Anchors

• doc/
• configs/
• main/
• tests/
• scripts/run_onefile_workflow.py
• notebook/Colab_Workflow.ipynb

Output Contract

• claim
• code_anchor
• config_anchor
• test_anchor
• artifact_anchor
• gap_or_status