integrity-audit

Audit AI-generated research artifacts for citations, failures, and scope creep.

6|2|Updated Jun 11, 2026
One-click install
npx skills add https://github.com/pradyumnasagar/open-research-skills --skill integrity-audit
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: integrity-audit
Source: https://github.com/pradyumnasagar/open-research-skills/tree/main/meta/integrity-audit
Command: npx skills add https://github.com/pradyumnasagar/open-research-skills --skill integrity-audit

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill performs a comprehensive pre-publish integrity check on AI-generated research artifacts, identifying and addressing common failure modes such as fabricated citations, silent failures, and version drift.

Core Features & Use Cases

  • 7-Mode Integrity Check: Thoroughly inspects AI artifacts for accuracy, completeness, and safety.
  • Pre-Publish Validation: Prevents publication of flawed or harmful artifacts.
  • Use Case: Before submitting a paper, run the Integrity Audit Skill to catch errors like incorrect citations or code issues that could impact the paper's integrity.

Quick Start

Perform an integrity audit on your manuscript using the 'integrity-audit' skill.

Frequently Asked Questions about integrity-audit

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I check AI-generated research artifacts for fabricated citations before publishing?

To check AI-generated research artifacts for fabricated citations, run a pre-publish validation audit. This process identifies missing citations, silent failures, and scope creep to ensure your manuscript is accurate and safe to publish.

What is an integrity audit for AI-assisted research?

An integrity audit for AI-assisted research is a comprehensive pre-publish check that inspects AI artifacts for accuracy, completeness, and safety. It uses a 7-mode check to detect common AI failure modes like fabricated citations and version drift.

How do I perform a pre-publish validation check on my research manuscript?

Perform a pre-publish validation check on your manuscript by running an integrity audit. This validates your research artifacts against common AI failure modes, preventing the publication of flawed or harmful content.

What are common AI failure modes in research artifacts?

Common AI failure modes in research artifacts include fabricated citations, silent failures, scope creep, and version drift. An integrity audit specifically inspects your artifacts to catch and address these errors before publication.

Can I use an integrity check to catch silent failures in AI-generated code?

Yes, you can use an integrity check to catch silent failures in AI-generated code. The audit inspects all research artifacts for code issues and other errors that could impact the overall integrity of your paper.

What is the best way to prevent publishing flawed AI research artifacts?

The best way to prevent publishing flawed AI research artifacts is to run a 7-mode integrity check. This pre-publish validation ensures all artifacts are accurate, complete, and safe by identifying common AI failure modes.