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research-integrity

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Ensure research integrity with AI-driven failure-mode checklist.

Education & Research#AI research#research integrity#AI failure modes#research checklist#pre-flight verification
Authorfkguo
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill provides a comprehensive checklist for research agents to identify and prevent seven common AI research failure modes before work becomes durable.

Core Features & Use Cases

  • AI Failure-Mode Checklist: Identifies recurring failure modes (M1-M7) across various research stages.
  • Domain-Neutral: Applicable to any research domain, ensuring generic applicability.
  • Pre-Flight Checklist: Runs before work crosses approval boundaries or gets folded into durable artifacts.
  • Use Case: Before finalizing a research result or writing conclusions, use this Skill to ensure the work meets integrity standards.

Quick Start

Run the research-integrity skill to perform a pre-flight checklist on your research work.

Dependency Matrix

Required Modules

None required

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: research-integrity
Download link: https://github.com/fkguo/nullius/archive/main.zip#research-integrity

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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