Category rankings for AI skills/ 按品类排名的 AI 技能榜单
Find the best AI skills
for the job.按品类找最好用的 AI 技能。
Ranked, audited, install-ready. Top picks per category, blind-tested, with editor notes.有排名、有审计、装得明白——每个品类的精选都由编辑盲测打分。
28
Curated picks编辑精选
14
Top categories顶级品类
9
Compatible tools支持平台
2026-06-09
Last re-ranked上次重排
Jump to a category按品类直达
Development & Engineering开发与工程256Code Review代码评审44Testing & Debugging测试与调试93Security & Compliance安全与合规104Developer Docs技术文档与协作56Writing & Content写作与内容创作37Research & Data研究与数据分析136Design & Visual设计与视觉89Marketing, Growth & Sales营销、增长与销售94Product & PM产品与项目106Office & Knowledge办公与知识管理88Multimedia Creation多媒体创作26Industry & Professional教育与行业专业48Agent & Skill BuildingAgent 与 Skill 开发129
#1Editor's Pick of the week本周编辑首选
Anthropic Skill Creator
Create, test, and improve skills in an eval loop.
用评估循环创建、测试并改进技能。
An official Anthropic workflow for drafting new skills, benchmarking them against baselines, and iterating with human review.
View details查看详情 →
$/skill-creatorWhy this one为什么是它
- best fit · 适用场景New skill creation
- safety · 安全Medium risk because eval tooling and generated artifacts need review before publishing.
- fit · 兼容Runs on Claude Code / Skill repositories / Python eval tooling.
Compare with the runner-up ·vs mcp builder →
Browse rankings by category按品类看排名
See all 10 →看全部 10 个品类Development & Engineering
开发与工程
256 skills
- #1Incident Investigate
- #2cli creator
- #3everything-claude-code-conventions
See full picks →看完整榜单
Code Review
代码评审
44 skills
- #1GStack Review
- #2Git Shiproom
- #3Review Radar
See full picks →看完整榜单
Testing & Debugging
测试与调试
93 skills
- #1QA Loop
- #2GStack Investigate
- #3GStack QA
See full picks →看完整榜单
Start from the job按场景找
Tell us the task; we recommend the skills.先说你要解决什么，我们再推荐 skill。Methodology· 评测方法
Why our rankings are trustworthy为什么我们的排名值得信
01
Blind test盲测
We hide skill names and run them twice on the same tasks.把 skill 名字遮起来，在同一个任务集上跑两遍。
02
Real codebases真实代码库
Tested on real OSS, not synthetic demos — results are reproducible.用公开开源项目而不是合成 demo——结果可复现。
03
Security audit安全审计
Every listed skill ships with source, verified author, and audit notes.每个上榜 skill 都附公开源码、作者验证和审计备注。
04
Quarterly re-rank季度重排
Rankings re-run quarterly — not graded once and forgotten.排名每季度重跑一次，不是一次评分管一年。