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choiceoh
GitHub creator profile

choiceoh

Repository-level view of 20 collected skills across 3 GitHub repositories.

skills collected
20
repositories
3
updated
2026-07-07
repository explorer

Repositories and representative skills

self-evolve
computer-occupations-all-other

Cross-surface self-evolution control plane. After a failure or notable success, attribute it to the right surface of Deneb's composite policy (model-role / prompt / skill / memory / tool / routing / guardrail), fix at the CHEAPEST surface, and pass a validation gate before committing the lesson. Use when: (1) a session exposed a failure and it's unclear which surface owns the fix, (2) you're about to commit a 'lesson' (memory/skill/prompt) and it should be validated first, (3) post-incident review. NOT for: skill-only edits (use skill-evolution), durable user facts (โ†’ wiki/memory), or committing an unverified diagnostic conclusion.

2026-07-07
weekly-report
desktop-publishers-439031

ํƒ‘์†”๋ผ ๊ธฐํš์กฐ์ •์‹ค ์ฃผ๊ฐ„์—…๋ฌด๋ณด๊ณ ๋ฅผ ์œ„ํ‚ค ํ”„๋กœ์ ํŠธ ๋ฐ์ดํ„ฐ๋กœ ์ž๋™ ์ƒ์„ฑํ•œ๋‹ค โ€” ์†Œ๊ด€(ํŒ€)๋ณ„ ์‹ค์‹œ/์˜ˆ์ •์„ ๊ฒฉ์ž ์–‘์‹ PDF๋กœ. Use when: ์ฃผ๊ฐ„์—…๋ฌด๋ณด๊ณ , ์ฃผ๊ฐ„๋ณด๊ณ , /weekly, ์ด๋ฒˆ์ฃผ ์—…๋ฌด๋ณด๊ณ  ๋งŒ๋“ค์–ด์ค˜. NOT for: ์ผ์ผ ๋ธŒ๋ฆฌํ•‘(morning-letter), ๋‹จ๊ฑด ๋ฉ”์ผ/ํšŒ์˜ ๋ถ„์„(email-analysis/meeting-minutes).

2026-07-07
morning-letter
office-clerks-general-439061

๋งค์ผ ์•„์นจ ๋ชจ๋‹๋ ˆํ„ฐ ์ƒ์„ฑ ๋ฐ ๋ฐœ์†ก. ๋‚ ์”จ, ํ™˜์œจ, ๊ตฌ๋ฆฌ์‹œ์„ธ, ์ผ์ •, ๋ฉ”์ผ ์š”์•ฝ์„ ์ˆ˜์ง‘ํ•ด ์•„์นจ ๋ธŒ๋ฆฌํ•‘์„ ์ž‘์„ฑํ•œ๋‹ค. Use when: ๋ชจ๋‹๋ ˆํ„ฐ, morning letter, ์•„์นจ ๋ธŒ๋ฆฌํ•‘, ์˜ค๋Š˜์˜ ๋ธŒ๋ฆฌํ•‘, daily briefing. NOT for: ์ผ๋ฐ˜ ๋ฉ”์ผ ๋ถ„์„, ํšŒ์‹  ์ž‘์„ฑ, ์žฅ๋ฌธ ํšŒ์˜๋ก ์ •๋ฆฌ.

2026-07-07
skill-evolution
software-developers

Evolve and optimize existing skills using autoresearch methodology. Use when: (1) a skill produces suboptimal results, (2) a skill's instructions are outdated or incomplete, (3) systematic improvement of skill quality is requested. NOT for: creating new skills (use skill-factory), cosmetic changes, or skills that already work well.

2026-07-05
skill-creator
software-developers

Create, edit, improve, or audit AgentSkills. Use when creating a new skill from scratch or when asked to improve, review, audit, tidy up, or clean up an existing skill or SKILL.md file. Also use when editing or restructuring a skill directory (moving files to references/ or scripts/, removing stale content, validating against the AgentSkills spec). Triggers on phrases like "create a skill", "author a skill", "tidy up a skill", "improve this skill", "review the skill", "clean up the skill", "audit the skill".

2026-07-05
meeting-minutes
office-clerks-general-439061

ํšŒ์˜ยทํ†ตํ™”ยท๋…ผ์˜ ๋…น์Œ์˜ ์ „์‚ฌ๋ณธ์„ ํšŒ์˜๋ก์œผ๋กœ ์ •๋ฆฌํ•˜๊ณ  ์—…๋ฌด ๊ด€์ ์—์„œ ๋ถ„์„ํ•œ๋‹ค โ€” ํ•ต์‹ฌ ๋…ผ์˜, ๊ฒฐ์ •์‚ฌํ•ญ, ์•ก์…˜์•„์ดํ…œ(๋‹ด๋‹นยท๊ธฐํ•œ), ๋ฆฌ์Šคํฌยทํ›„์†์„ ๋“œ๋Ÿฌ๋‚ด๊ณ  ์œ„ํ‚ค์— ๋‚จ๊ฒจ ์—ฐ์†์„ฑ์„ ๋งŒ๋“ ๋‹ค. Use when: ํšŒ์˜ ๋…น์Œ ๋ถ„์„, '์ด ๋…น์Œ ํšŒ์˜๋ก ๋งŒ๋“ค์–ด์ค˜', ํ™”์ž๋ถ„๋ฆฌ ์ „์‚ฌ๋ณธ์ด ๋„์ฐฉํ–ˆ์„ ๋•Œ, ํ†ตํ™”/๋ฏธํŒ… ์ •๋ฆฌ. NOT for: ์งง์€ ์Œ์„ฑ ๋ฉ”๋ชจ ๋ฐ›์•„์“ฐ๊ธฐ, ๋‹จ์ˆœ ์ „์‚ฌ๋งŒ ํ•„์š”ํ•  ๋•Œ, ์ผ๋ฐ˜ ๋Œ€ํ™”.

2026-07-05
session-logs
software-developers

Search and analyze your own session logs (older/parent conversations) using jq.

2026-07-05
kb-interview
market-research-analysts-and-marketing-specialists-131161

์‚ฌ๋‚ด ์—…๋ฌด ์ง€์‹์„ ์‚ฌ์šฉ์ž ์ธํ„ฐ๋ทฐ(grill)๋กœ ๋Œ์–ด๋‚ด wiki์— ๊ธฐ๋กํ•œ๋‹ค โ€” ๋ชจ๋ธ ๊ธฐ๋ณธ ์ง€์‹ยท์›น์— ์—†๋Š” ์‹ ์„ ํ•œ ์‹œ์žฅยท๊ฑฐ๋ž˜์ฒ˜ยท๊ฒฝ์Ÿ ์ •๋ณด๋ฅผ ์ง‘์š”ํ•˜๊ฒŒ ์งˆ๋ฌธํ•ด ๋นˆ ๊ณณยท๋ชจ์ˆœยท๋ชจํ˜ธํ•จ์„ ์—†์• ๊ณ , ๋ถˆํ™•์‹ค์„ฑ์ด ํ•ด์†Œ๋œ ๋’ค์—๋งŒ ๋‚ ์งœยท์ถœ์ฒ˜ยทํ™•์‹ ๋„๋ฅผ ๋‹จ wiki ํŽ˜์ด์ง€๋กœ ๋‚จ๊ธด๋‹ค. Use when: '๊ฒฝ์Ÿ์‚ฌ ์ •๋ฆฌํ•˜์ž', '์‹œ์žฅ ์„ธ๋ถ„ ๋ฌธ์„œ๋กœ ๋งŒ๋“ค์ž', ๋จธ๋ฆฟ์†์—๋งŒ ์žˆ๋Š” ์—…๋ฌด ์ง€์‹์„ ๊ตณํžˆ๊ณ  ์‹ถ์„ ๋•Œ, ์œ„ํ‚ค๊ฐ€ ๋นˆ ๋„๋ฉ”์ธ์„ ์ฑ„์šธ ๋•Œ. NOT for: ์ด๋ฏธ ์ž๋ฃŒ๊ฐ€ ์ถฉ๋ถ„ํ•œ ๋‹จ์ˆœ ๋ฐ›์•„์“ฐ๊ธฐ, ํ•œ ๊ฑด ๋ถ„์„ ์ค‘ ๋ถ€์ˆ˜์ ์œผ๋กœ ์•ˆ ์‚ฌ์‹ค์˜ ์ฆ‰์‹œ ๊ธฐ๋ก(๊ทธ๊ฑด ์ผ๋ฐ˜ wiki write-back ๋ฐ˜์‚ฌ).

2026-07-03
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