Name: Paper Audit
Author: xiaooomd

Paper Audit Skill

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 &gt;50% citations from last 1-3 years?

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 #).