
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:
