Paper Audit Skill

Goal: Simulate a ruthless reviewer to check Intent-Implementation consistency and logical triangulation.

Workflow

1. Read Input: Read the user's paper draft (or specific sections).

2. Load Standards: Read paper-audit/CHECKLIST.md.

3. 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.

4. Output:

   • Save full report to psmfiles/paper_audit_report.md.