consistency-audit
CommunityAudit the internal consistency of research papers
Education & Research#text analysis#academic integrity#consistency checking#paper analysis#research auditing
Authorwanshuiyin
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill audits the internal consistency of research papers, detecting contradictions and discrepancies without external ground truth, ensuring the paper aligns with its own claims.
Core Features & Use Cases
- Intra-Paper Consistency: Identifies contradictions within the same paper, ensuring the paper's method description matches the evaluated method.
- PDF-Only Execution: Operates on PDF documents only, eliminating the need for code or external data.
- Use Case: Utilize this Skill to verify the internal logic of a paper, ensuring that reported improvements, metrics, and method descriptions are consistent throughout the document.
Quick Start
Perform a consistency audit on the provided paper by running the 'consistency-audit' skill with the path to the paper directory.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: consistency-audit Download link: https://github.com/wanshuiyin/Anti-Autoresearch/archive/main.zip#consistency-audit Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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