Verification Gate

关于

Verification Gate implements a structural framework designed to prevent Claude from making reflexive, pattern-matched errors based on general training data. By enforcing four critical checkpoints—hypothesis formation, evidence gathering, system alignment, and pattern-matching detection—it ensures that every action is grounded in the actual state of the project. This skill is indispensable for complex debugging, dependency management, and configuration tasks where a standard solution might differ from the project's specific implementation, effectively reducing debugging cycles and preventing error propagation.

主要功能

• Integration with MCP tools for high-fidelity documentation and code verification
• Hypothesis-action alignment checks to prevent targeting incorrect system layers
• 10 GitHub stars
• Pattern-matching detection to distinguish between training data bias and project reality
• Mandatory four-stage verification workflow (State, Verify, Align, Detect)
• Defensive reasoning protocols to block execution when evidence is insufficient

使用场景

• Implementing configuration changes where multiple sources of truth (env vs. file) exist
• Debugging complex dependency errors across multiple package management systems
• Preventing reflexive 'cargo cult' code fixes during high-stakes refactoring