first-principles-review
Review a codebase from goals to architecture to implementation.
Review a codebase from goals to architecture to implementation.
Use a WHY → WHAT → HOW review to reconstruct the project’s goal, map its architecture and trust boundaries, and inspect implementation details through that lens. Findings are ranked by leverage, so goal or architectural mismatches appear before naming and formatting nits. It is suited to AI-generated, inherited, or pre-refactor codebases, not small diffs or greenfield projects with no code yet.
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Review high-risk code through independent specialist agents and synthesis.
Audit a repository locally and turn cited findings into clear priorities.
Audience
Public GitHub facts last synced Jul 10, 2026.
Review code with adjustable roast levels and actionable fixes.
Score and audit Claude SKILL.md files