Audit Context Builder

The Audit Context Builder is a specialized skill designed to transform Claude's approach to complex codebases by enforcing a rigorous, bottom-up analysis phase. Before jumping to conclusions or hunting for bugs, this skill guides Claude through a structured micro-analysis process—utilizing First Principles, the '5 Whys', and the '5 Hows'—to map out invariants, state transitions, and cross-functional dependencies. By establishing a stable, evidence-based mental model and documenting implicit assumptions, it significantly reduces AI hallucinations and ensures that subsequent security reviews or architectural audits are grounded in a comprehensive understanding of the system's logic.

主要功能

使用场景