data-checker
CommunityEnsure data authenticity and reproducibility with a comprehensive analysis.
Education & Research#data integrity#reproducibility#paper analysis#script verification#data authenticity
AuthorHjhnb-star
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill addresses the critical need for data authenticity and reproducibility in research papers, ensuring that all data presented is real and that results can be independently verified.
Core Features & Use Cases
- Data Authenticity: Detects and flags placeholder data, ensuring all data is real and not synthetic.
- Reproducibility: Verifies that all tables and figures have linked reproduction scripts that generate matching results.
- Use Case: Before submitting a paper, use this Skill to scan for data issues, ensuring the integrity of your research.
Quick Start
Run the data-checker skill on your paper document to verify data authenticity and reproducibility.
Dependency Matrix
Required Modules
python
Components
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: data-checker Download link: https://github.com/Hjhnb-star/ecr_grpo_agent/archive/main.zip#data-checker Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 620,000+ vetted skills library on demand.