freemcplab / 디렉터리 / 플레이그라운드 / github-optimization-skill

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github-optimization-skill

Name: github-optimization-skill (Claude Skill)
Author: 199-biotechnologies

제작: 199-biotechnologies · 199-biotechnologies/github-optimization-skill

Turn a decent repo into a star-magnet — READMEs, topics, SEO-friendly descriptions, and repo presentation tuned for discoverability.

A Claude Code skill focused on the marketing layer of open-source: README clarity, topics and keywords, description one-liners, header images, demo gifs. Doesn't write your code, makes sure the world can find and understand what your code does.

▶ 데모 보기 📦 설치 💡 사용 사례

왜 쓰나요

핵심 기능

README audit and rewrite
Topic / keyword suggestions for GitHub search
Hero image + demo gif guidance
SEO-friendly short description
Competitor positioning (how to stand out)

라이브 데모

실제 사용 모습

github-optimization-skill.replay ▶ 준비됨

0/0

설치

작성자 저장소 · Claude Skills 공식 문서

사용 사례

실전 활용법: github-optimization-skill

Rewrite a neglected README into something people want to star

👤 Solo devs whose README is a half-written spec from 2 years ago ⏱ ~30 min beginner

언제 쓸까: Your repo works, but the README buries the lede.

흐름

Audit current

Use github-optimization-skill. Audit README.md: lead clarity, install path, demo visibility, contribution invite.✓ 복사됨

→ Structured findings per section
Rewrite

Rewrite the README with the hook in the first two lines and an animated demo gif slot.✓ 복사됨

→ New README draft; placeholder for demo gif
Suggest topics

Suggest 8-12 GitHub topics and a 120-char description for repo search.✓ 복사됨

→ Topic list + description that fits the limit

결과: A repo page that converts browsers into users.

함정

Marketing hype replaces substance — Lead with concrete capability, not 'revolutionary'

함께 쓰기: github · filesystem

Position your repo against the 3 competitors everyone finds first

👤 Repo owners in crowded categories ⏱ ~45 min intermediate

언제 쓸까: 'Awesome X' lists surface 20 competitors and yours isn't one of them.

흐름

Competitive scan

Use github-optimization-skill. Find the top 3 GitHub repos for [category]. Summarize each's pitch.✓ 복사됨

→ Competitor table
Differentiate

What's the one thing mine does better? Write a one-line positioning.✓ 복사됨

→ Sharp differentiator, not 'easier and faster'
Apply to README hero

Rewrite the README hero section around that positioning.✓ 복사됨

→ Hero with clear target user and unique angle

결과: Stop being the fourth-best option; be the go-to for the specific niche you own.

조합

다른 MCP와 조합해 10배 효율

github-optimization-skill + github

Update repo metadata (description, topics) via API, not just README

Apply the suggested description and topics to this repo via GitHub API.✓ 복사됨

github-optimization-skill + filesystem

Iterate README locally before pushing

Save drafts as README.draft.md so original isn't touched until approved.✓ 복사됨

도구

이 MCP가 노출하는 것

도구	입력	언제 호출	비용
readme_audit	README content	Before rewrite	0
suggest_topics	repo description	When topics are empty or stale	0
competitor_scan	category keyword	Positioning work	GitHub API calls
hero_generate	product brief	Rewrite phase	0

비용 및 제한

운영 비용

API 쿼터: GitHub API limits apply for competitor scans
호출당 토큰: Modest
금액: Free
팁: Do positioning once per release cycle, not per commit.

보안

권한, 시크릿, 파급범위

최소 스코프: public_repo

자격 증명 저장: GitHub token via environment (optional; unauthenticated works for small scans)

데이터 외부 송신: GitHub API for competitor analysis

절대 부여 금지: admin

Don't have the skill auto-apply metadata changes — always review the suggested description and topics first.

문제 해결

자주 발생하는 오류와 해결

Generated README sounds like LinkedIn post

Prompt for 'dev-to-dev tone', avoid 'excited to announce'

Topics suggested that don't match

Feed clearer description of target users to the skill

대안