Karpathy의 autoresearch 패턴을 스킬 프롬프트 최적화에 적용. 체크리스트(3~6개 예/아니오 기준) 기반 hill-climbing 루프로 SKILL.md를 자동 개선합니다. 한 번에 하나만 바꾸고, 채점하고, 유지하거나 되돌립니다. 95%+ × 3회 연속 달성 시 종료. /autoresearch로 실행.
/plugin marketplace add Dannykkh/skill-olympus
The exact command may vary by repository. Check the README on GitHub.
For the skill author
Shows your skill is listed on Skillteca, generates a backlink and trackable traffic.
[](https://www.skillteca.com.br/skills/autoresearch-dannykkh?utm_source=badge&utm_medium=readme&utm_campaign=badge)
Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.
Applies Anthropic's official brand colors and typography to any artifact that may benefit from its look-and-feel. Use it when brand colors, style guidelines, visual formatting, or company design standards apply.
Creates distinctive, production-grade frontend interfaces with high design quality, generating creative, polished code and UI design that avoids generic AI aesthetics. Use for building web components, pages, and applications, or for styling/beautifying web UIs.
Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.
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Karpathy의 autoresearch — 한 번에 하나만 바꾸고, 채점하고, 유지하거나 되돌린다. 레시피를 고쳐서 앞으로 만드는 요리를 전부 좋게 만드는 것.
점수를 매길 수 있으면, autoresearch할 수 있다.
— Ole (@unclejobs)
| 원본 (Karpathy ML) | 이 스킬 (프롬프트 최적화) |
|---|---|
train.py 수정 | SKILL.md 수정 |
program.md 지침 | 이 SKILL.md = 루프 지침 |
val_bpb 메트릭 | 체크리스트 점수 (pass/total × 100) |
results.tsv | autoresearch-log.md 변경 로그 |
git commit/reset | 유지/되돌림 |
[Description truncada. Veja o README completo no GitHub.]
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