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The rankings answer what is winning. This page answers what to try. Every sleeve links to the same evidence page, and every number names the metric it came from.
428 VERIFIED TOOLSEdition 2026-09-28
Winner Today
find-skills
by vercel-labs/skills · Development · Tool
Largest verified install gain in the edition. Since the 2026-09-27 UTC snapshot.
13K new verified installsTrust pending
Open the evidenceStart from the work, not the tool
Browse by job
Curated combinations, not single tools
Stacks to build with
Each stack lists its components, permissions and setup path.
- Vibecoder Launch StackResearch, build, test, ship, and observe one product loop.6 verified componentsSolo builders and small product teams
- Agentic Research StackSearch broadly, extract evidence, and synthesize with traceable sources.5 verified componentsAnalysts, founders, and content researchers
- Growth Intelligence StackConnect acquisition, product behavior, search demand, and conversion signals.6 verified componentsGrowth teams and technical marketers
- YouTube Production StackResearch a topic, work from transcripts, and create programmatic video.5 verified componentsYouTube creators and video teams
- Reliable Agent StackBuild agent workflows with tests, observability, and security checks.5 verified componentsAI engineers and platform teams
Verified skills.sh installs, all time
Most installed
Edition 2026-09-28
- grill-memattpocock/skills1.2M verified installsTrust checked
- grill-with-docsmattpocock/skills1.1M verified installsTrust checked
- improve-codebase-architecturemattpocock/skills1.0M verified installsTrust pending
- tddmattpocock/skills975K verified installsTrust checked
- agent-browservercel-labs/agent-browser959K verified installs
- frontend-designanthropics/skills929K verified installs
- setup-matt-pocock-skillsmattpocock/skills900K verified installs
- handoffmattpocock/skills878K verified installs
- triagemattpocock/skills850K verified installs
- prototypemattpocock/skills848K verified installs
- grillingmattpocock/skills786K verified installs
- vercel-react-best-practicesvercel-labs/agent-skills749K verified installs
- lark-docopen.feishu.cn732K verified installs
Stable maturity with a real published install command
Stable and install ready
Maturity is derived from release cadence and commit recency, not opinion
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Freshest repository activity in the catalog
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55 verified entries
◎ Marketing
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29 verified entries
↗ GTM & Growth
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35 verified entries
✎ Design
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41 verified entries
⛨ Security
- sqlmapsqlmapproject39K GitHub stars
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- Semgrepsemgrep11 monthly downloads
- OWASP ZAPzaproxy16K GitHub stars
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31 verified entries
▶ Video & YouTube
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- OBS Studioobsproject77K GitHub stars
- FFmpegFFmpeg65K GitHub stars
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41 verified entries
⌘ Development
- Superpowersobra378K verified installs
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- Anthropic Skillsanthropics929K verified installs
- Claude Codeanthropics44.5M monthly downloads
- Neovimneovim103K GitHub stars
- Zedzed-industries91K GitHub stars
- MCP Reference Serversmodelcontextprotocol590.1M monthly downloads
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37 verified entries
⌕ Data & Research
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32 verified entries
⑂ Automation
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- Difylanggenius157K GitHub stars
- Langflowlangflow-ai86K monthly downloads
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38 verified entries
⚡ Token & Cost Optimization
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- Vercel AI Gatewayvercel27K GitHub stars
- llamafileMozilla-Ocho26K GitHub stars
- TensorRT-LLMNVIDIA12K monthly downloads
32 verified entries
◆ AI Agents
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- LangGraphlangchain-ai70.1M monthly downloads
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31 verified entries
◐ LLM Ops & Observability
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26 verified entries
◇ RAG & Knowledge
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Deep dives into agent technology
AI Skill Guides
Learn about vibe coding, agent capabilities, and installation setup.
- What Are Agent Skills?A comprehensive overview of agent capabilities and extensibility.Article | Guide
- Vibe Coding SkillsDeveloper traction, live category leaderboards, and core safety.Article | Guide
- Installing Claude Code SkillsStep-by-step setup walkthrough for MCP servers and mcp.json.Article | Guide
Programmatic rankings by category
Best Tools by Category
Browse category-specific leaderboards sorted by verified installs and stars.
Independent workspace trust audits
Verified Safety Reports
Review static scan results and safety verdicts for popular agent tools.
- Is Skills CLI (npx skills) Safe?Security audit and static findings for Skills CLI (npx skills).Verdict: Trust pending
- Is Matt Pocock Skills Safe?Security audit and static findings for Matt Pocock Skills.Verdict: Trust checked
- Is Matt Pocock Skills Safe?Security audit and static findings for Matt Pocock Skills.Verdict: Trust checked
- Is Matt Pocock Skills Safe?Security audit and static findings for Matt Pocock Skills.Verdict: Trust pending
How to read these shelves
Sleeve art is generated from each entry name so a tool always looks the same. It is decoration and carries no claim about quality, popularity or safety. The numbers under each name state their own source: verified skills.sh installs, monthly package downloads, or GitHub stars. They are never added together.
Placement on this page is editorial browsing, not a recommendation. The daily crown, the trust gate and the reproducible rankings live on Today and Rankings, and the rules behind them are published in the methodology.