Can this skill find errors in existing project files?

Yes, you can target specific files using '/verify path/to/file' to audit existing documentation, legacy code comments, or data reports for factual accuracy.

Does it require manual setup for each project?

It works out-of-the-box by using standard filesystem tools to verify assertions against the files and data already present in your environment.

Is this skill limited to verifying code?

No, it is designed for all types of work, including technical writing, analytical reports, historical facts, and complex mathematical calculations.

What happens if the agent finds an incorrect claim?

The agent will explicitly flag the error in a verification table, explain the discrepancy, and provide the correct information based on the gathered evidence.

How does the /verify command work?

The command triggers a systematic audit where the agent identifies all claims made in the session and uses tools like Grep, Read, and Bash to prove or disprove each one with concrete evidence.

Work Verification & Fact-Checker

Name: Work Verification & Fact-Checker
Author: igrybkov

byigrybkov

0•

安全与测试

Ensures the accuracy of AI outputs by systematically cross-referencing all claims with file-based evidence and real-world data.

The Verify skill acts as a rigorous auditing layer for AI agents, preventing hallucinations and inaccuracies by forcing a strict evidence-gathering protocol. It systematically identifies every factual assertion made during a session—whether in code, documentation, or data analysis—and validates them using file inspections, shell commands, and web searches. By generating a transparent verification table and correcting errors in real-time, it provides developers and researchers with a high-trust environment for complex technical and analytical tasks.

主要功能

01Real-time correction of identified errors or inconsistencies

02Evidence-based validation using shell commands and file reads

03Standardized verification tables for transparent audit trails

04Multi-mode auditing for sessions, specific files, or custom claims

05Automatic extraction of factual claims from code and text

060 GitHub stars

使用场景

01Verifying that complex code refactors accurately reflect the intended logic

02Auditing technical documentation to ensure it matches the actual codebase

03Fact-checking data-heavy reports against raw source files and external metrics

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add igrybkov/dotfiles verify

For use in Claude.ai and ChatGPT