SKILL.md
Paper Audit Skill
Goal: Simulate a ruthless reviewer to check Intent-Implementation consistency and logical triangulation.
Workflow
- Read Input: Read the user's paper draft (or specific sections).
- Load Standards: Read
paper-audit/CHECKLIST.md.
- Execute Audit Layers:
Layer 1: Compliance Check: Check against CHECKLIST.md. * Output Pass/Fail/Warn table.
Layer 2: The Triangulation Matrix (Strict Verification): Compare Claims (Abstract/Intro) vs. Evidence (Experiments/Results). Output Table: Column 1: The Promise (Specific claims). Column 2: The Proof (Figure/Table #). Column 3: The Gap (Exact match or weak proxy?). * Verdict: ✅ Validated / ⚠️ Weak Support / 🔴 Hallucination.
Layer 3: Defensive Audit (Logic Stress Test): Baseline Manipulation: Are weak baselines used? Ablation Amnesia: Are modules justified by ablations? Figure-Text Consistency: Do numbers match? Variable Continuity: Are symbols consistent? Recency Check: Are >50% citations from last 1-3 years?
Layer 4: The Decision: List top 3 Fatal Flaws. * Mock Decision: Accept / Weak Accept / Major Revision / Reject.
- Output:
* Save full report to psmfiles/paperauditreport.md.