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gaia-validation-patterns

Extract factual claims from artifacts and verify them against the project filesystem.

2|Updated Apr 15, 2026
Search Tags:#validation#filesystem#claims#cross-reference#findings#ground-truth
One-click install
npx skills add https://github.com/gaiastudio-ai/gaia-public --skill gaia-validation-patterns
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: gaia-validation-patterns
Source: https://github.com/gaiastudio-ai/gaia-public/tree/main/plugins/gaia/skills/gaia-validation-patterns
Command: npx skills add https://github.com/gaiastudio-ai/gaia-public --skill gaia-validation-patterns

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill provides a reusable set of validation blocks for Val validation runs, enabling structured extraction of factual claims, filesystem verification, cross-reference against ground-truth and related artifacts, severity classification, and standardized findings formatting.

Core Features & Use Cases

  • Extraction of factual claims from artifacts and verification against the project filesystem.
  • Cross-reference claims with ground-truth.md and related artifacts, with structured severity decisions.
  • Standardized formatting of findings reports for auditability and traceability.

Quick Start

Validate a given artifact to extract factual claims, verify them against the filesystem, cross-reference with ground truth, and generate a findings report.

Frequently Asked Questions about gaia-validation-patterns

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

FAQPage Schema
How do I verify factual claims extracted from artifacts against a filesystem?▼

To verify factual claims against a filesystem, the skill extracts claims from artifacts and cross-references them with ground-truth.md and related project files to confirm accuracy and generate a findings report.

What is cross-referencing claims with ground-truth.md for validation?▼

Cross-referencing claims with ground-truth.md is the process of comparing extracted factual statements against a trusted baseline document to classify severity and ensure project artifacts contain reliable, verified information.

How do I generate a standardized findings report for claims validation?▼

You generate a standardized findings report by running a validation process that extracts claims, verifies them against the filesystem, and outputs structured results enumerating claims, verifications, and severity decisions.

Can I format validation findings for vector embedding?▼

Yes, you can format validation findings for vector embedding by generating structured outputs that enumerate claims, verifications, and severity decisions in a standardized layout suitable for downstream processing.

Does this approach classify severity for filesystem verification findings?▼

Yes, the approach classifies severity for filesystem verification findings by evaluating cross-referenced claims against ground-truth.md and related artifacts to determine the impact of any discrepancies.

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