Does this skill work with other Claude Code plugins?

Yes, it acts as a safety layer that integrates with Python, Bash, and deployment skills to ensure changes are justified by project-specific data.

What is the Verification Gate skill?

It is a logical framework for Claude Code that mandates specific verification steps before executing commands or editing files to ensure implementation accuracy.

Why is hypothesis-action alignment important?

It prevents 'cognitive dissonance' errors where the AI correctly identifies a problem in one system but mistakenly attempts to apply a fix to an unrelated system.

How does this prevent pattern-matching?

It requires the AI to pause and prove if a solution is based on evidence found in the current project or if it is simply a common pattern retrieved from training data.

When should I use this skill?

This skill is best used during complex debugging, dependency management, or any situation where multiple solution paths exist and the root cause requires evidence-based confirmation.

Verification Gate

Name: Verification Gate
Author: Jamie-BitFlight

byJamie-BitFlight

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开发者工具

Enforces mandatory reasoning checkpoints to ensure implementation actions align with verified project reality rather than training data patterns.

Verification Gate is a specialized logic framework for Claude Code designed to eliminate reflexive coding errors by requiring a structured four-stage verification process before any implementation action. It forces the model to explicitly state a hypothesis, verify it against actual project files or documentation, check for alignment between the diagnosis and the proposed fix, and actively detect whether a solution is based on project evidence or generic training data patterns. This is essential for complex debugging where generic solutions often fail to account for specific project architectures or toolchain nuances.

主要功能

01Active pattern-matching detection to prevent generic code hallucination

0211 GitHub stars

03Mandatory 4-stage pre-action verification checkpoints

04Standardized execution blocking for unverified or misaligned actions

05Evidence gathering requirements using high-fidelity MCP tools

06Hypothesis-action alignment checking to ensure fixes target the correct system

使用场景

01Updating configuration files where environment variables might override local settings

02Fixing build failures in projects with non-standard or custom build pipelines

03Debugging complex dependency issues across conflicting package managers

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jamie-bitflight/claude_skills verification-gate

For use in Claude.ai and ChatGPT

Download Skill