Skills

First Principles Review

Use when asked for first-principles or Occam's-razor review, or when high-risk...

Install

npx skills add GanyuanRan/Aegis --skill first-principles-review -g -a claude-code -y
Repository
GanyuanRan/Aegis1.4k
Category
Marketing
Updated
10d ago
License
MIT
Context cost
Mediumabout 2,593 tokens
Runs scripts
No, instructions only

What it does

Use when asked for first-principles or Occam's-razor review, or when high-risk decisions involve competing constraints, fallback growth, duplicate owners, or architecture direction risk. Ordinary bug fixes stay on the fast path.

First Principles Review

Purpose

Use this as a lightweight decision review before another Aegis workflow makes a directional choice. It is a compositional skill, not a standalone workflow.

Do not replace brainstorming, systematic-debugging, writing-plans, requesting-code-review, or verification-before-completion. Use it to clean the decision surface those skills will act on.

When this review materially changes the direction, surface Aegis Visibility in natural prose: name the first principle, dropped assumption, smallest sufficient path, or owner / retirement falsifier that changed the decision. Keep it advisory and task-specific; do not turn the lens into approval authority or a generic skill trace.

Use When

  • The user asks for first principles, first-principles thinking, or Occam's razor.
  • A design, plan, or fix has multiple plausible paths and unclear selection criteria.
  • The task has ambiguous goals, competing constraints, or product/architecture direction risk.
  • Debugging is drifting into repeated fixes, fallback growth, duplicate owners, consumer-side patches, or "just add another branch" reasoning.
  • A review finds that the implementation may be locally correct but directionally wrong.

Do Not Use

  • Simple Q&A, status checks, tiny wording/config edits, or clearly bounded single-owner changes.
  • Mechanical execution of an approved plan unless a new directional conflict appears.
  • As a required step for every task, every turn, or every TDD cycle.

Five-Line Review

Check the agreed goal for omissions and unsupported additions, including quantities, exclusions, relationships and conditions. Review criteria come from authorized requirements; this lens cannot add them or veto an authorized transformation merely because its form differs.

Answer only what is needed, usually in five short lines:

Read the whole SKILL.md on GitHub

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