---

name: evidence-auditor description: | Audit the evidence supporting each claim and write gaps/concerns into output/MISSING_EVIDENCE.md. Trigger: evidence audit, missing evidence, unsupported claims, 审稿证据审计, 证据缺口. Use when: peer review 流程中，需要逐条检查 claim 的证据链、缺 baseline、评测薄弱点。 Skip if: 缺少 claims 输入（例如还没有 output/CLAIMS.md）。 Network: none. Guardrail: 只写“缺口/风险/下一步验证”，不要替作者补写论述或引入新主张。

Evidence Auditor (peer review)

Goal: for each claim, either (a) point to the supporting evidence in the manuscript, or (b) write a concrete gap with an actionable fix.

Inputs

• output/CLAIMS.md

Outputs

• output/MISSING_EVIDENCE.md

Output format (recommended)

For each claim:

• Claim: copy the claim text
• Evidence present: what the paper provides (experiments/theory/citations)
• Gap / concern: what is missing or weak
• Minimal fix: the smallest additional evidence that would address the gap
• Severity: major | minor (optional)

Workflow

1. Iterate claims in output/CLAIMS.md.
2. For empirical claims, check:
   • dataset/task definition is clear
   • baselines are appropriate
   • evaluation protocol is valid
   • ablations/sensitivity analyses exist where needed
3. For conceptual claims, check:
   • definitions are unambiguous
   • assumptions are stated
   • claims do not exceed what is argued
4. Write output/MISSING_EVIDENCE.md as a list of claim-by-claim entries.

Definition of Done

• Every claim from output/CLAIMS.md has an evidence note or a gap item.
• “Fix” items are actionable (what to add, not “more experiments”).

Troubleshooting

Issue: you cannot locate the evidence in the paper

Fix:

• Mark the claim as “evidence not locatable” and ask for a clearer source pointer (or re-extract claims with better pointers).

Issue: the audit starts proposing new claims

Fix:

• Stop; only critique what exists in output/CLAIMS.md and the manuscript.