findings-audit

Audit empirical research findings against external narrative and aggregate reports.

1|Updated Apr 19, 2026
One-click install
npx skills add https://github.com/hsigstad/research-kit --skill findings-audit
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: findings-audit
Source: https://github.com/hsigstad/research-kit/tree/main/skills/findings-audit
Command: npx skills add https://github.com/hsigstad/research-kit --skill findings-audit

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

Ensures research findings are robust and valid by comparing them with external evidence sources.

Core Features & Use Cases

  • Auditing Empirical Findings: Cross-reference research findings against narratives and aggregate reports for counter-evidence.
  • Customized Modes: Supports both targeted and open-ended audit modes.
  • Evidence Scanning: Systematically scans through evidence sources like news, interviews, court opinions, and aggregate reports.

Quick Start

Use the /findings-audit command with specific flags to start auditing the project's empirical findings.

Frequently Asked Questions about findings-audit

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

FAQPage Schema
How do I validate empirical research findings against external data sources?

Evidence auditing compares your project's empirical findings against external narrative and aggregate reports. It systematically scans sources like news, interviews, and court opinions to identify counter-evidence and potential contradictions.

Can I audit research findings using both targeted and open-ended modes?

Yes, you can audit research findings using both targeted and open-ended modes. This allows you to customize the validation process depending on whether you need to check specific claims or broadly scan external reports for counter-evidence.

What types of external evidence can be used for finding validation?

Finding validation can be performed using diverse external evidence sources. The auditing process specifically scans through narratives, news, interviews, court opinions, and aggregate reports to find potential contradictions with your data.

Does the evidence auditing process require project-specific context?

Yes, evidence auditing requires reading and interpreting documents with consideration for project-specific context. This ensures the validation of empirical findings is accurately aligned with your unique research parameters and objectives.

When should I use an external data audit for my research project?

You should use an external data audit when your project needs evidence-based validation to ensure findings are robust. It is essential for identifying counter-evidence and patterns before finalizing empirical research conclusions.