visual-fact-check

Verify document claims against codebase and Git evidence, then correct inaccuracies.

Updated Aug 12, 2018
One-click install
npx skills add https://github.com/ivanov-i/dots --skill visual-fact-check
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: visual-fact-check
Source: https://github.com/ivanov-i/dots/tree/main/codex/skills/visual-fact-check
Command: npx skills add https://github.com/ivanov-i/dots --skill visual-fact-check

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Verify factual accuracy of a document against the codebase and git evidence, then correct inaccuracies in place. Use when the user asks to validate HTML review pages, markdown plans/specs, or other code-claiming documents.

Core Features & Use Cases

  • In-place verification: Compare user-provided text against the repository and commit history to identify factual discrepancies.
  • Surgical corrections: Fix inaccuracies directly in the target document with precise edits grounded in code evidence.
  • Proof-of-work summary: Generate a verification report summarizing what was corrected and how it was validated.

Quick Start

Provide the target document path and the repository reference to validate facts against the codebase.

Frequently Asked Questions about visual-fact-check

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

FAQPage Schema
How do I verify markdown specifications against a codebase?

To verify markdown specifications against a codebase, provide the target document path and the repository reference. The Skill compares the text against the repository and commit history to identify factual discrepancies and generates surgical in-place corrections grounded in code evidence.

What is fact-checking a document with git evidence?

Fact-checking a document with git evidence involves surfacing factual discrepancies between user-provided documents and the codebase by referencing commit history. It validates code-claiming documents like HTML review pages and markdown plans by grounding corrections in repository evidence.

Can I validate HTML review pages against my repository?

Yes, you can validate HTML review pages against your repository. The Skill identifies factual discrepancies between the provided HTML document and the codebase, applies surgical corrections directly in place, and outputs a verification summary of what was changed.

What's the best way to correct documentation inaccuracies in place?

The best way to correct documentation inaccuracies in place is to validate the document against the repository and commit history. The Skill applies surgical edits directly to the target document grounded in code evidence and generates a proof-of-work verification summary.

Does document verification work without external dependencies?

Yes, document verification works without external dependencies. The Skill operates independently to compare user-provided text against the repository and commit history to identify factual discrepancies and generate in-place corrections.

When should I not use automated in-place corrections for my documents?

You should not use automated in-place corrections when your document does not make specific claims about the codebase or lacks a repository reference. The Skill requires a target document path and a repository to validate facts and generate grounded corrections.