first-principles-review

PackAI & models

Has your agent review a whole codebase from goals down to implementation and suggest high-impact improvements.

Unavailable. Delivery for this kind is on the roadmap — not serving yet.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

About this app

A Claude Code skill that reviews codebases top-down: WHY (goal) → WHAT (architecture) → HOW (implementation) → improvements ranked by leverage. The antidote to surface-level LLM nitpick reviews.

Signals

GitHub stars: 4k
Forks: 312
Last commit: Aug 2026

Advanced

Item type: plugin
Key: anthropics-claude-plugins-community-first-principles-review
Source: github.com/anthropics/claude-plugins-community

github.com/anthropics/claude-plugins-community