paper-claim-audit
Paper Claim Audit: Zero-Context Evidence Verification
Verify that every claim in the paper matches raw evidence for: $ARGUMENTS
Why This Exists
The executor writes experiments AND writes the paper. It "knows" what the results should be. This creates confirmation bias:
- Rounding 84.7% up to 85.3%
- Reporting best seed instead of average
- Citing metrics from a different experiment config
- Claiming "improves by 15%" when the delta is actually 12.8%
A fresh reviewer with zero prior context catches these because it has no expectations — it just compares paper text vs raw files.
How This Differs From Other Audit Skills
| Skill | Question it answers |
|---|---|
/experiment-audit |
Is the experiment code honest? (fake GT, normalization fraud) |
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