Audit — Comprehensive Backend Quality Assessment

Overview

The anchor skill that orchestrates all other axiom skills to produce a comprehensive backend quality report. Runs deterministic checks and qualitative assessments across all 8 dimensions, deduplicates findings, computes per-dimension metrics, and delivers a unified verdict.

Triggers

Use when:

• Assessing overall codebase or module health
• Preparing for a release or major refactor
• Onboarding to understand existing technical debt
• User says "audit", "full quality check", "assess quality"

Do NOT use when:

• Targeting a specific concern (use axiom:critique, axiom:harden, axiom:distill, or axiom:verify directly)
• Running only deterministic checks (use axiom:scan)
• Performing workflow-specific review (workflow tools orchestrate axiom, not the reverse)