best-skills

🏆 Best Agent Skills

Daily-updated Top 100 Agent Skills rankings — installs, growth, and social buzz aggregated from skills.sh, ClawHub, Tencent SkillHub, GitHub, X and more. Open data (CSV).

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Rankings shift daily — ⭐ Star for updates, or follow @BlueeonY on X for the daily movers.

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)
• Judged by jev, not keyword counts — TypeSafe's decision model checks whether each social post is really about the skill, whether a listing is a real, maintained skill, and which category it belongs to; placeholders, deprecated and harmful listings are left out of the rankings, and every probability is published (see methodology)

How to use the rankings

Reading it yourself. Each list answers one question (see What each list means); best-100 is the place to start. The tables below show each list's Top 10, the CSVs hold the full Top 100, and linkly.ai/skills renders them for browsing. Cov tells you how many registries a score rests on (A = all three, C = one), and every CSV keeps the per-platform counts next to the score, so any number can be checked against its source.

Giving it to an AI agent. Paste one line into Claude Code, Codex, Cursor, OpenClaw or any agent that can fetch a URL:

Read https://linkly.ai/skills/llms.txt

llms.txt tells the agent where the CSVs are, what every column means, how to go from a question to the right file, and the rules for using the numbers. To make the rankings part of an agent's standing knowledge instead, install this repository as a skill:

npx skills add https://github.com/LinklyAI/best-skills --skill best-skills

Rankings

Last updated: 2026-11-11 (UTC) · Top 10 preview per list — full Top 100 in the CSVs.

🏆 Best 100 (Worth-Installing Score)

#	Skill	Vendor	WIS	Cov
1	agent-browser	vercel-labs	81.6	C
2	find-skills	vercel-labs	75.5	C
3	frontend-design	anthropics	73.8	C
4	microsoft-foundry	microsoft	67.3	C
5	azure-prepare	microsoft	67.2	C
6	azure-ai	microsoft	67.2	C
7	azure-diagnostics	microsoft	67.1	C
8	azure-validate	microsoft	67.1	C
9	azure-storage	microsoft	67	C
10	grill-with-docs	mattpocock	66.9	C

➡️ Full list: best-100.csv

📈 Top Installs (all ecosystems)

#	Skill	skills.sh	ClawHub	SkillHub CN
1	find-skills	4,300,026	—	—
2	dev-god	—	—	11,381,607
3	grill-me	1,530,723	—	—
4	multi-search-engine	—	—	10,899,676
5	hyperframes-cli	1,504,353	—	—
6	dev-expert-pro	—	—	6,291,779
7	agent-browser	1,468,292	—	—
8	hyperframes	1,466,669	—	—
9	dev-expert	—	—	6,052,101
10	self-improving-agent	—	491,990	1,648,866

➡️ Full list: top-installs.csv

🚀 Trending (7 days)

#	Skill	Installs	Weekly Δ%
1	ai-video-generation	548,776	15.5
2	ai-image-generation	548,877	15.5
3	twitter-automation	548,751	15.5
4	ai-avatar-video	548,822	15.5
5	design-mobile-apps	1,349,116	1.5
6	agent-browser	1,468,292	18.8
7	find-skills	4,300,026	-4.5
8	reverse-any-video	16,066	—
9	style-sampling	16,022	—
10	hyperframes	1,466,669	-14.9

➡️ Full list: trending-7d.csv

💬 Social Buzz (X · HN · Bluesky · GitHub, 7 days)

#	Skill	X	HN	Bluesky	GitHub
1	agent-browser	79+	1	26	46
2	self-improving	81+	7	8	4
3	nano-banana-pro	25	2	6	37
4	grill-with-docs	21	1	1	9
5	self-improving-agent	55	1	1	1
6	grill-me	81+	0	10	21
7	skill-creator	68	0	5	125
8	frontend-design	65+	0	2	90
9	browser-use	—	1	28	15
10	proactive-agent	52	1	3	0

➡️ Full list: social-buzz.csv

🔧 Most Active (popular & frequently updated)

#	Skill	Updated	Versions
1	chinese-official-writing	2026-11-10	168
2	planning-with-files	2026-11-10	30
3	api-gateway	2026-11-07	191
4	getnote	2026-11-06	52
5	ai-persona-os	2026-11-04	23
6	scrapling-official	2026-11-05	17
7	tencent-cos-skill	2026-11-04	16
8	video-generation-cellcog	2026-11-01	20
9	image-generation-cellcog	2026-11-01	19
10	creative-writing-cellcog	2026-11-01	17

➡️ Full list: most-active.csv

✅ Official 100 (verified publishers)

#	Skill	Vendor	Verified by
1	find-skills	vercel-labs	skills.sh
2	dev-god	阿客（北京）科技有限公司	skillhub
3	multi-search-engine	成都智创未来教育管理合伙企业（有限合伙）	skillhub
4	agent-browser	vercel-labs	skills.sh
5	aigccerts	成都国信公链科技有限公司	skillhub
6	tencent-docs	腾讯科技（深圳）有限公司	skillhub
7	frontend-design	anthropics	skills.sh
8	beatra	乐萱同行科技（深圳）有限公司	skillhub
9	cic	成都国信公链科技有限公司	skillhub
10	ima-skills	腾讯科技（深圳）有限公司	skillhub

➡️ 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	3,192,303
3	skills.sh	github	406	2,002,122
4	skills.sh	anthropics	605	1,942,412
5	skills.sh	firebase	55	685,617
6	skills.sh	firecrawl	286	482,310
7	skills.sh	nvidia	1291	441,229
8	skills.sh	remotion-dev	19	305,359
9	skills.sh	flutter	88	286,211
10	skills.sh	expo	18	283,306

➡️ Full list: official-vendors.csv

⭐ Top Repositories

#	Repository	Stars	Pushed
1	mattpocock/skills	320,912	2026-11-09
2	obra/superpowers	315,755	2026-11-03
3	multica-ai/andrej-karpathy-skills	231,869	2026-04-20
4	anthropics/skills	192,309	2026-11-06
5	DietrichGebert/ponytail	188,396	2026-10-29
6	anthropics/claude-code	155,212	2026-11-10
7	nextlevelbuilder/ui-ux-pro-max-skill	147,802	2026-11-10
8	shadcn-ui/ui	127,849	2026-11-10
9	stablyai/orca	121,448	2026-11-11
10	browser-use/browser-use	120,606	2026-11-11

➡️ Full list: top-repos.csv

🌱 Rising Stars (under 30 days old)

#	Skill	Age (days)	Popularity
1	dev-expert-pro	26	0.997
2	aigccerts	25	0.995
3	skill-creator	29	0.87
4	slide-narration-studio	27	0.824
5	proactive-agent	15	0.814
6	micro-lesson-maker	27	0.802
7	dknownai-guard	20	0.763
8	lecture-video-maker	27	0.761
9	find-skills-enhanced	29	0.75
10	patent-novelty-i	16	0.748

➡️ 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 · judgments.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.

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Built by @BlueeonY at Linkly AI — an AI-powered local knowledge base with agent skills support.

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