Explore the live, interactive rankings →
Why this exists
Every skills registry only sees its own ecosystem. skills.sh counts Claude/Vercel CLI installs, ClawHub counts OpenClaw downloads, Tencent SkillHub counts installs from China — and none of them see social buzz. Best Skills merges all of these views into one cross-ecosystem picture: for each skill you can see global installs, China installs, and social mentions side by side. No other ranking does this.
- 9 rankings, refreshed daily
- Raw numbers preserved — every CSV keeps per-platform original counts so anyone can verify or re-rank
- Never adds apples to oranges — cross-platform numbers are shown side by side, ranked by within-platform percentile composite (see methodology)
Rankings
Last updated: 2026-09-10 (UTC) · Top 10 preview per list — full Top 100 in the CSVs.
🏆 Best 100 (Worth-Installing Score)
➡️ Full list: best-100.csv
📈 Top Installs (all ecosystems)
| # |
Skill |
skills.sh |
ClawHub |
SkillHub CN |
| 1 |
find-skills |
3,332,825 |
— |
— |
| 2 |
self-improving-agent |
— |
478,504 |
1,183,196 |
| 3 |
grill-me |
1,104,249 |
— |
— |
| 4 |
find-skills |
— |
— |
936,558 |
| 5 |
grill-with-docs |
942,349 |
— |
— |
| 6 |
tencent-docs |
— |
— |
892,764 |
| 7 |
improve-codebase-architecture |
902,094 |
— |
— |
| 8 |
agent-browser |
— |
— |
767,106 |
| 9 |
tdd |
873,984 |
— |
— |
| 10 |
self-improving |
— |
209,028 |
398,797 |
➡️ Full list: top-installs.csv
🚀 Trending (7 days)
| # |
Skill |
Installs |
Weekly Δ% |
| 1 |
design-mobile-apps |
118,916 |
— |
| 2 |
video-edit |
412,314 |
-2.2 |
| 3 |
wan-3-0-prime-reference-to-video |
78,519 |
— |
| 4 |
ai-music |
412,086 |
-2.1 |
| 5 |
reddit-automation |
380,070 |
-2.3 |
| 6 |
image-to-video |
411,573 |
-3.2 |
| 7 |
seedance-2-5-reference-to-video |
78,142 |
— |
| 8 |
ai-video-generation |
411,753 |
-3 |
| 9 |
seedance-2-5-image-to-video |
78,253 |
— |
| 10 |
ai-image-generation |
411,088 |
-3 |
➡️ Full list: trending-7d.csv
💬 Social Buzz (X · HN · Bluesky · GitHub, 7 days)
➡️ Full list: social-buzz.csv
🔧 Most Active (popular & frequently updated)
➡️ Full list: most-active.csv
✅ Official 100 (verified publishers)
➡️ Full list: official-100.csv
🏢 Official Vendors (grouped by platform)
| # |
Platform |
Vendor |
Skills |
Installs/Downloads |
| 1 |
skills.sh |
microsoft |
582 |
7,098,914 |
| 2 |
skills.sh |
vercel-labs |
252 |
3,192,306 |
| 3 |
skills.sh |
github |
406 |
2,002,106 |
| 4 |
skills.sh |
anthropics |
605 |
1,942,411 |
| 5 |
skills.sh |
firebase |
55 |
685,617 |
| 6 |
skills.sh |
firecrawl |
286 |
482,310 |
| 7 |
skills.sh |
remotion-dev |
19 |
305,359 |
| 8 |
skills.sh |
flutter |
88 |
286,211 |
| 9 |
skills.sh |
expo |
18 |
283,306 |
| 10 |
skills.sh |
google-labs-code |
30 |
260,911 |
➡️ Full list: official-vendors.csv
⭐ Top Repositories
| # |
Repository |
Stars |
Pushed |
| 1 |
obra/superpowers |
284,165 |
2026-09-10 |
| 2 |
mattpocock/skills |
258,074 |
2026-09-04 |
| 3 |
affaan-m/ECC |
255,339 |
2026-09-09 |
| 4 |
multica-ai/andrej-karpathy-skills |
211,932 |
2026-04-20 |
| 5 |
anthropics/skills |
175,462 |
2026-09-03 |
| 6 |
anthropics/claude-code |
144,588 |
2026-09-10 |
| 7 |
vercel/next.js |
142,215 |
2026-09-10 |
| 8 |
DietrichGebert/ponytail |
133,751 |
2026-09-07 |
| 9 |
nextlevelbuilder/ui-ux-pro-max-skill |
126,461 |
2026-09-06 |
| 10 |
shadcn-ui/ui |
123,462 |
2026-09-10 |
➡️ Full list: top-repos.csv
🌱 Rising Stars (under 30 days old)
| # |
Skill |
Age (days) |
Popularity |
| 1 |
multi-search-engine |
22 |
0.993 |
| 2 |
anti-fraud |
24 |
0.986 |
| 3 |
beatra |
25 |
0.98 |
| 4 |
tencent-meeting-mcp |
6 |
0.973 |
| 5 |
talking-avatar-video |
8 |
0.943 |
| 6 |
ai-podcast-voiceover |
8 |
0.936 |
| 7 |
ecommerce-listing-image-set |
21 |
0.932 |
| 8 |
hot-topic-content-maker |
21 |
0.931 |
| 9 |
live-commerce-script-studio |
25 |
0.93 |
| 10 |
obsidian |
17 |
0.929 |
➡️ Full list: rising-stars.csv
What each list means
| List |
What it ranks |
best-100 |
Overall Worth-Installing Score (popularity + momentum + buzz + maintenance + trust) |
top-installs |
Most installed, all ecosystems merged |
trending-7d |
Fastest growing over the last 7 days |
social-buzz |
Most talked about on X, Hacker News, Bluesky, and GitHub (generic-name skills excluded — their mentions can't be attributed) |
most-active |
Most frequently updated among popular skills |
official-100 |
Most popular skills from verified publishers (platform-verified orgs and individuals) |
official-vendors |
Verified vendors ranked by total installs |
top-repos |
GitHub repositories behind the skills, by stars |
rising-stars |
Best newcomers (first seen under 30 days) |
Data
data/
├── YYYY-MM-DD/
│ ├── raw/ # per-platform original counts, untouched
│ │ ├── skills-sh.csv · clawhub.csv · skillhub.csv · github-repos.csv
│ │ └── buzz.csv · x-posts.csv · …
│ └── rankings/ # the 9 ranking lists computed from raw/
│ ├── best-100.csv · top-installs.csv · trending-7d.csv
│ └── social-buzz.csv · … · rising-stars.csv
├── latest/ # always a copy of the most recent day
└── index/
└── first-seen.csv # cumulative first-seen dates (powers rising-stars)
One folder per day, CSV only. Composite scores are always accompanied by the raw per-platform numbers they were derived from — start from data/latest/ if you just want today's lists.
See docs/methodology.md for data sources, normalization rules, and known limitations.
Data sources & attribution
Install/download counts are collected from public endpoints of skills.sh, ClawHub (per its third-party directory policy; skill pages link back to their canonical ClawHub listing), Tencent SkillHub, and the GitHub API. Social signals come from X, Hacker News (Algolia), Bluesky, and GitHub search. This project is not endorsed by or affiliated with any of these platforms. Counts reflect each platform's own methodology and are never summed across platforms.
License
Data and documentation are released under CC BY 4.0 — free to use, republish, and build on, commercial use included.
How to attribute
Include this line wherever the data appears:
Data from Best Skills by @BlueeonY — CC BY 4.0
Keep the link to this repository intact, and keep the per-platform attributions listed above. That is the whole requirement — no separate permission is needed.
Built something with it? @BlueeonY would love to see it — not required by the license, just appreciated.
Built by @BlueeonY at Linkly AI — an AI-powered local knowledge base with agent skills support.
Found this useful? A ⭐ helps more people find it.
一份每日更新的前 100 名 AI 智能体技能（skill）排名，把来自 skills.sh、ClawHub、Tencent SkillHub、GitHub、X 等 10 多个社区的安装量、增长和社交热度合并成一个跨生态的总览。