paper-audit

审核论文草稿，确保逻辑一致性、合规性与学术诚信（三角矩阵）。

SKILL.md

--- frontmatter

name: paper-audit
description: Audit paper drafts for logical consistency, compliance, and academic integrity (Triangulation Matrix).
allowed-tools:
  - Read
  - Write
  - Glob

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/paper_audit_report.md.