{"ranking":{"slug":"proven-agent-usage","title":"AI agent skills with proven usage","url":"https://www.openagentskill.com/rankings/proven-agent-usage"},"days":30,"snapshots":[{"ranking_slug":"proven-agent-usage","snapshot_date":"2026-09-13","generated_at":"2026-09-13T02:55:03.393+00:00","methodology_version":"ranking-v4-dimensions-2026-08","item_count":30,"items":[{"name":"mono-color","rank":1,"slug":"yanliudesign-mono-color-skill","badge":"80/100 proven","score":85.8,"reason":"Promising agent evidence: 42 outcomes, 100% success, Agent Proven Score 80/100. 42 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add yanliudesign/mono-color-skill --skill mono-color","category":"research","dimensions":{"fit":null,"quality":100,"freshness":75.8,"popularity":65.7,"agentEvidence":80,"installReadiness":90,"evidenceConfidence":94},"repository":"https://github.com/yanliudesign/mono-color-skill/blob/main/SKILL.md","updated_at":"2026-09-01T00:50:13+00:00","author_name":"yanliudesign","description":"Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. 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zarazhangrui/frontend-slides","category":"coding-agents","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":89.2,"agentEvidence":65,"installReadiness":100,"evidenceConfidence":50.7},"repository":"https://github.com/zarazhangrui/frontend-slides/blob/main/SKILL.md","updated_at":"2026-06-23T20:08:19+00:00","author_name":"zarazhangrui","description":"Create beautiful slides on the web using a coding agent's frontend skills","github_forks":2299,"github_owner":"zarazhangrui","github_stars":28772,"quality_score":100},{"name":"Andrej Karpathy Skills","rank":12,"slug":"multica-ai-andrej-karpathy-skills","badge":"63/100 proven","score":64.1,"reason":"Early agent signal: 5 outcomes, 100% success, Agent Proven Score 63/100. 5 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add multica-ai/andrej-karpathy-skills","category":"development","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":100,"agentEvidence":63,"installReadiness":87,"evidenceConfidence":47.2},"repository":"https://github.com/multica-ai/andrej-karpathy-skills","updated_at":"2026-04-20T10:05:04+00:00","author_name":"multica-ai","description":"A single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pitfalls.","github_forks":17868,"github_owner":"multica-ai","github_stars":175191,"quality_score":100},{"name":"Code Review","rank":13,"slug":"mattpocock-code-review","badge":"61/100 proven","score":64.7,"reason":"Early agent signal: 4 outcomes, 100% success, Agent Proven Score 61/100. 4 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add mattpocock/skills --skill 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apify/crawlee","category":"browser-automation","dimensions":{"fit":null,"quality":100,"freshness":94.8,"popularity":88.2,"agentEvidence":59,"installReadiness":92,"evidenceConfidence":50.7},"repository":"https://github.com/apify/crawlee","updated_at":"2026-09-10T12:55:19+00:00","author_name":"apify","description":"Crawlee—A web scraping and browser automation library for Node.js to build reliable crawlers. 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With proxy rotation.","github_forks":1664,"github_owner":"apify","github_stars":25731,"quality_score":100},{"name":"stop-slop","rank":15,"slug":"hardikpandya-stop-slop","badge":"57/100 proven","score":66.4,"reason":"Early agent signal: 5 outcomes, 80% success, Agent Proven Score 57/100. 5 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add hardikpandya/stop-slop --skill stop-slop","category":"productivity","dimensions":{"fit":null,"quality":100,"freshness":78.5,"popularity":84.2,"agentEvidence":57,"installReadiness":92,"evidenceConfidence":53.2},"repository":"https://github.com/hardikpandya/stop-slop/blob/main/SKILL.md","updated_at":"2026-09-02T08:42:24.869012+00:00","author_name":"hardikpandya","description":"Eliminates predictable AI writing patterns from prose while preserving specific meaning and reader trust.","github_forks":0,"github_owner":"hardikpandya","github_stars":16263,"quality_score":100},{"name":"Canvas Design","rank":16,"slug":"anthropic-canvas-design","badge":"57/100 proven","score":66.4,"reason":"Early agent signal: 3 outcomes, 100% success, Agent Proven Score 57/100. 3 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add anthropics/skills --skill canvas-design","category":"design-creative","dimensions":{"fit":null,"quality":100,"freshness":95.4,"popularity":100,"agentEvidence":57,"installReadiness":100,"evidenceConfidence":43.9},"repository":"https://github.com/anthropics/skills/tree/main/skills/canvas-design","updated_at":"2026-09-10T19:44:11+00:00","author_name":"anthropics","description":"Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.","github_forks":20812,"github_owner":"anthropics","github_stars":175874,"quality_score":100},{"name":"Web Design Guidelines","rank":17,"slug":"vercel-web-design-guidelines","badge":"57/100 proven","score":64.6,"reason":"Early agent signal: 3 outcomes, 100% success, Agent Proven Score 57/100. 3 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add vercel-labs/agent-skills --skill web-design-guidelines","category":"design-creative","dimensions":{"fit":null,"quality":100,"freshness":68.9,"popularity":89.9,"agentEvidence":57,"installReadiness":100,"evidenceConfidence":43.9},"repository":"https://github.com/vercel-labs/agent-skills/tree/main/skills/web-design-guidelines","updated_at":"2026-08-28T13:36:31+00:00","author_name":"vercel-labs","description":"Review UI code for web interface guidelines, UX quality, accessibility, and interaction design best practices.","github_forks":2744,"github_owner":"vercel-labs","github_stars":31093,"quality_score":100},{"name":"Understand Anything","rank":18,"slug":"egonex-ai-understand-anything","badge":"57/100 proven","score":61.5,"reason":"Early agent signal: 3 outcomes, 100% success, Agent Proven Score 57/100. 3 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add Egonex-AI/Understand-Anything","category":"rag-knowledge","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":97.5,"agentEvidence":57,"installReadiness":100,"evidenceConfidence":43.9},"repository":"https://github.com/Egonex-AI/Understand-Anything","updated_at":"2026-07-18T14:04:28+00:00","author_name":"Egonex-AI","description":"Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.","github_forks":6245,"github_owner":"Egonex-AI","github_stars":75065,"quality_score":100},{"name":"Ui Ux Pro Max Skill","rank":19,"slug":"nextlevelbuilder-ui-ux-pro-max-skill","badge":"52/100 proven","score":58.5,"reason":"Early agent signal: 4 outcomes, 75% success, Agent Proven Score 52/100. 4 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add nextlevelbuilder/ui-ux-pro-max-skill","category":"development","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":100,"agentEvidence":52,"installReadiness":92,"evidenceConfidence":43},"repository":"https://github.com/nextlevelbuilder/ui-ux-pro-max-skill","updated_at":"2026-07-14T18:32:51+00:00","author_name":"nextlevelbuilder","description":"An AI agent skill that provides design intelligence and UI/UX guidelines for building professional interfaces across multiple platforms.","github_forks":11369,"github_owner":"nextlevelbuilder","github_stars":107051,"quality_score":100},{"name":"Apple Design","rank":20,"slug":"emilkowalski-apple-design","badge":"51/100 proven","score":59.5,"reason":"Early agent signal: 2 outcomes, 100% success, Agent Proven Score 51/100. 2 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills@latest add emilkowalski/skills","category":"design-creative","dimensions":{"fit":null,"quality":100,"freshness":54.6,"popularity":90.7,"agentEvidence":51,"installReadiness":100,"evidenceConfidence":37.3},"repository":"https://github.com/emilkowalski/skills/tree/main/skills/apple-design","updated_at":"2026-08-21T09:32:33+00:00","author_name":"Emil Kowalski","description":"Apple's approach to interface design and fluid, physical motion, translated for the web. 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signal: 2 outcomes, 100% success, Agent Proven Score 50/100. 2 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add eternityspring/shuohao-skills","category":"design-creative","dimensions":{"fit":null,"quality":100,"freshness":44.9,"popularity":63.9,"agentEvidence":50,"installReadiness":100,"evidenceConfidence":31.3},"repository":"https://github.com/eternityspring/shuohao-skills","updated_at":"2026-08-16T13:07:46+00:00","author_name":"eternityspring","description":"A collection of agent skills for AI short-drama production, covering character bibles, outlines, art bibles, scripts, and storyboards, designed for Claude Code and Codex.","github_forks":181,"github_owner":"eternityspring","github_stars":1566,"quality_score":100},{"name":"Humanizer","rank":26,"slug":"blader-humanizer","badge":"50/100 proven","score":54.9,"reason":"Early agent signal: 2 outcomes, 100% success, Agent Proven Score 50/100. 2 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add blader/humanizer --skill humanizer","category":"productivity","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":91.5,"agentEvidence":50,"installReadiness":100,"evidenceConfidence":31.3},"repository":"https://github.com/blader/humanizer/blob/main/SKILL.md","updated_at":"2026-06-07T23:28:05+00:00","author_name":"blader","description":"Rewrites AI-sounding text so it reads naturally while preserving every factual claim and matching the writer's voice.","github_forks":2288,"github_owner":"blader","github_stars":37414,"quality_score":100},{"name":"Academic Research Skills","rank":27,"slug":"imbad0202-academic-research-skills","badge":"50/100 proven","score":53.9,"reason":"Early agent signal: 2 outcomes, 100% success, Agent Proven Score 50/100. 2 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add Imbad0202/academic-research-skills","category":"research","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":91.7,"agentEvidence":50,"installReadiness":87,"evidenceConfidence":31.3},"repository":"https://github.com/Imbad0202/academic-research-skills","updated_at":"2026-07-18T07:39:21+00:00","author_name":"Imbad0202","description":"Academic Research Skills for Claude Code: research → write → review → revise → finalize","github_forks":3109,"github_owner":"Imbad0202","github_stars":38374,"quality_score":100},{"name":"Obsidian Second Brain","rank":28,"slug":"eugeniughelbur-obsidian-second-brain","badge":"48/100 proven","score":56.9,"reason":"Early agent signal: 2 outcomes, 100% success, Agent Proven Score 48/100. 1 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add eugeniughelbur/obsidian-second-brain","category":"agent-frameworks","dimensions":{"fit":null,"quality":100,"freshness":77,"popularity":72.7,"agentEvidence":48,"installReadiness":100,"evidenceConfidence":31.3},"repository":"https://github.com/eugeniughelbur/obsidian-second-brain/blob/main/SKILL.md","updated_at":"2026-09-01T15:29:48+00:00","author_name":"eugeniughelbur","description":"Cross-CLI skill for Obsidian: turn your vault into a living AI-first second brain across Claude Code, Codex, Gemini, and OpenCode. 43 commands - now with /obsidian-architect to document your codebase, key-less web research, Google Calendar, and self-rewriting notes.","github_forks":531,"github_owner":"eugeniughelbur","github_stars":4294,"quality_score":100},{"name":"Animation Vocabulary","rank":29,"slug":"emilkowalski-animation-vocabulary","badge":"51/100 proven","score":52.6,"reason":"Early agent signal: 1 outcome, 100% success, Agent Proven Score 51/100. 1 install attempts, 0 risk blocks, and excellent 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For naming an effect, not designing or building one.","github_forks":892,"github_owner":"emilkowalski","github_stars":16544,"quality_score":100},{"name":"Agent Skills","rank":30,"slug":"addyosmani-agent-skills","badge":"37/100 proven","score":50.5,"reason":"Early agent signal: 2 outcomes, 50% success, Agent Proven Score 37/100. 1 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add addyosmani/agent-skills","category":"agent-skills","dimensions":{"fit":null,"quality":100,"freshness":41.3,"popularity":98.9,"agentEvidence":37,"installReadiness":88,"evidenceConfidence":31.3},"repository":"https://github.com/addyosmani/agent-skills","updated_at":"2026-08-14T18:51:33+00:00","author_name":"addyosmani","description":"Production-grade engineering skills for AI coding agents.","github_forks":9391,"github_owner":"addyosmani","github_stars":87626,"quality_score":100}],"source_counts":{"skills":1525,"event_skills":1000,"outcome_skills":213,"recent_event_skills":913}},{"ranking_slug":"proven-agent-usage","snapshot_date":"2026-09-14","generated_at":"2026-09-14T02:55:03.791+00:00","methodology_version":"ranking-v4-dimensions-2026-08","item_count":30,"items":[{"name":"mono-color","rank":1,"slug":"yanliudesign-mono-color-skill","badge":"80/100 proven","score":85.7,"reason":"Promising agent evidence: 42 outcomes, 100% success, Agent Proven Score 80/100. 42 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add yanliudesign/mono-color-skill --skill mono-color","category":"research","dimensions":{"fit":null,"quality":100,"freshness":73.8,"popularity":65.7,"agentEvidence":80,"installReadiness":90,"evidenceConfidence":94},"repository":"https://github.com/yanliudesign/mono-color-skill/blob/main/SKILL.md","updated_at":"2026-09-01T00:50:13+00:00","author_name":"yanliudesign","description":"Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. 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obra/superpowers","category":"agent-skills","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":100,"agentEvidence":69,"installReadiness":92,"evidenceConfidence":72.7},"repository":"https://github.com/obra/superpowers","updated_at":"2026-07-17T00:52:29+00:00","author_name":"obra","description":"An agentic skills framework & software development methodology that works.","github_forks":22913,"github_owner":"obra","github_stars":257155,"quality_score":100},{"name":"Open Design","rank":8,"slug":"nexu-io-open-design","badge":"67/100 proven","score":73.8,"reason":"Early agent signal: 8 outcomes, 88% success, Agent Proven Score 67/100. 8 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add 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quality.","install":"npx skills add Leonxlnx/taste-skill --skill design-taste-frontend","category":"design-creative","dimensions":{"fit":null,"quality":100,"freshness":59,"popularity":98.8,"agentEvidence":67,"installReadiness":92,"evidenceConfidence":64.9},"repository":"https://github.com/Leonxlnx/taste-skill/tree/main/skills/taste-skill","updated_at":"2026-08-24T15:23:56+00:00","author_name":"Leonxlnx","description":"Design and implementation guidance for distinctive landing pages, portfolios, product demos, and purposeful redesigns.","github_forks":5909,"github_owner":"Leonxlnx","github_stars":86625,"quality_score":100},{"name":"Webapp Testing","rank":10,"slug":"anthropic-webapp-testing","badge":"66/100 proven","score":74.2,"reason":"Early agent signal: 5 outcomes, 100% success, Agent Proven Score 66/100. 5 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add anthropics/skills --skill 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zarazhangrui/frontend-slides","category":"coding-agents","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":89.2,"agentEvidence":65,"installReadiness":100,"evidenceConfidence":50.7},"repository":"https://github.com/zarazhangrui/frontend-slides/blob/main/SKILL.md","updated_at":"2026-06-23T20:08:19+00:00","author_name":"zarazhangrui","description":"Create beautiful slides on the web using a coding agent's frontend skills","github_forks":2299,"github_owner":"zarazhangrui","github_stars":28772,"quality_score":100},{"name":"Andrej Karpathy Skills","rank":12,"slug":"multica-ai-andrej-karpathy-skills","badge":"63/100 proven","score":64.1,"reason":"Early agent signal: 5 outcomes, 100% success, Agent Proven Score 63/100. 5 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add multica-ai/andrej-karpathy-skills","category":"development","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":100,"agentEvidence":63,"installReadiness":87,"evidenceConfidence":47.2},"repository":"https://github.com/multica-ai/andrej-karpathy-skills","updated_at":"2026-04-20T10:05:04+00:00","author_name":"multica-ai","description":"A single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pitfalls.","github_forks":17868,"github_owner":"multica-ai","github_stars":175191,"quality_score":100},{"name":"Code Review","rank":13,"slug":"mattpocock-code-review","badge":"61/100 proven","score":64.7,"reason":"Early agent signal: 4 outcomes, 100% success, Agent Proven Score 61/100. 4 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add mattpocock/skills --skill code-review","category":"coding-agents","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":100,"agentEvidence":61,"installReadiness":100,"evidenceConfidence":49},"repository":"https://github.com/mattpocock/skills/tree/main/skills/engineering/code-review","updated_at":"2026-07-13T13:39:09+00:00","author_name":"Matt Pocock","description":"Review a branch or diff against repository standards and the originating spec in two independent analysis passes.","github_forks":14527,"github_owner":"mattpocock","github_stars":168580,"quality_score":100},{"name":"Crawlee","rank":14,"slug":"apify-crawlee","badge":"59/100 proven","score":67.6,"reason":"Early agent signal: 6 outcomes, 83% success, Agent Proven Score 59/100. 6 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add apify/crawlee","category":"browser-automation","dimensions":{"fit":null,"quality":100,"freshness":92.8,"popularity":88.2,"agentEvidence":59,"installReadiness":92,"evidenceConfidence":50.7},"repository":"https://github.com/apify/crawlee","updated_at":"2026-09-10T12:55:19+00:00","author_name":"apify","description":"Crawlee—A web scraping and browser automation library for Node.js to build reliable crawlers. In JavaScript and TypeScript. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with Puppeteer, Playwright, Cheerio, JSDOM, and raw HTTP. Both headful and headless mode. With proxy rotation.","github_forks":1664,"github_owner":"apify","github_stars":25731,"quality_score":100},{"name":"stop-slop","rank":15,"slug":"hardikpandya-stop-slop","badge":"57/100 proven","score":66.3,"reason":"Early agent signal: 5 outcomes, 80% success, Agent Proven Score 57/100. 5 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add hardikpandya/stop-slop --skill stop-slop","category":"productivity","dimensions":{"fit":null,"quality":100,"freshness":76.5,"popularity":84.2,"agentEvidence":57,"installReadiness":92,"evidenceConfidence":53.2},"repository":"https://github.com/hardikpandya/stop-slop/blob/main/SKILL.md","updated_at":"2026-09-02T08:42:24.869012+00:00","author_name":"hardikpandya","description":"Eliminates predictable AI writing patterns from prose while preserving specific meaning and reader trust.","github_forks":0,"github_owner":"hardikpandya","github_stars":16263,"quality_score":100},{"name":"Canvas Design","rank":16,"slug":"anthropic-canvas-design","badge":"57/100 proven","score":66.3,"reason":"Early agent signal: 3 outcomes, 100% success, Agent Proven Score 57/100. 3 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add anthropics/skills --skill canvas-design","category":"design-creative","dimensions":{"fit":null,"quality":100,"freshness":93.4,"popularity":100,"agentEvidence":57,"installReadiness":100,"evidenceConfidence":43.9},"repository":"https://github.com/anthropics/skills/tree/main/skills/canvas-design","updated_at":"2026-09-10T19:44:11+00:00","author_name":"anthropics","description":"Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.","github_forks":20829,"github_owner":"anthropics","github_stars":176020,"quality_score":100},{"name":"Web Design Guidelines","rank":17,"slug":"vercel-web-design-guidelines","badge":"57/100 proven","score":64.5,"reason":"Early agent signal: 3 outcomes, 100% success, Agent Proven Score 57/100. 3 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add vercel-labs/agent-skills --skill web-design-guidelines","category":"design-creative","dimensions":{"fit":null,"quality":100,"freshness":66.9,"popularity":89.9,"agentEvidence":57,"installReadiness":100,"evidenceConfidence":43.9},"repository":"https://github.com/vercel-labs/agent-skills/tree/main/skills/web-design-guidelines","updated_at":"2026-08-28T13:36:31+00:00","author_name":"vercel-labs","description":"Review UI code for web interface guidelines, UX quality, accessibility, and interaction design best practices.","github_forks":2747,"github_owner":"vercel-labs","github_stars":31134,"quality_score":100},{"name":"Apple Design","rank":18,"slug":"emilkowalski-apple-design","badge":"57/100 proven","score":63.8,"reason":"Early agent signal: 3 outcomes, 100% success, Agent Proven Score 57/100. 3 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills@latest add emilkowalski/skills","category":"design-creative","dimensions":{"fit":null,"quality":100,"freshness":52.6,"popularity":90.7,"agentEvidence":57,"installReadiness":100,"evidenceConfidence":43.9},"repository":"https://github.com/emilkowalski/skills/tree/main/skills/apple-design","updated_at":"2026-08-21T09:32:33+00:00","author_name":"Emil Kowalski","description":"Apple's approach to interface design and fluid, physical motion, translated for the web. 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Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. 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CRO, copywriting, SEO, analytics, and growth engineering.","github_forks":6411,"github_owner":"coreyhaines31","github_stars":40608,"quality_score":100},{"name":"Dashi Ppt Skill","rank":23,"slug":"chuspeeism-dashi-ppt-skill","badge":"47/100 proven","score":53.7,"reason":"Needs agent review: 3 outcomes, 67% success, Agent Proven Score 47/100. 3 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add chuspeeism/dashi-ppt-skill","category":"presentation","dimensions":{"fit":null,"quality":96,"freshness":8.9,"popularity":74.4,"agentEvidence":47,"installReadiness":92,"evidenceConfidence":37.9},"repository":"https://github.com/chuspeeism/dashi-ppt-skill","updated_at":"2026-07-30T14:02:33+00:00","author_name":"chuspeeism","description":"AI agent skill for generating browser-editable presentations with multiple visual themes and export to HTML, PDF, and PPTX.","github_forks":497,"github_owner":"chuspeeism","github_stars":5222,"quality_score":100},{"name":"Anthropic 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2 outcomes, 100% success, Agent Proven Score 50/100. 2 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add eternityspring/shuohao-skills","category":"design-creative","dimensions":{"fit":null,"quality":100,"freshness":42.9,"popularity":63.9,"agentEvidence":50,"installReadiness":100,"evidenceConfidence":31.3},"repository":"https://github.com/eternityspring/shuohao-skills","updated_at":"2026-08-16T13:07:46+00:00","author_name":"eternityspring","description":"A collection of agent skills for AI short-drama production, covering character bibles, outlines, art bibles, scripts, and storyboards, designed for Claude Code and Codex.","github_forks":181,"github_owner":"eternityspring","github_stars":1566,"quality_score":100},{"name":"Humanizer","rank":26,"slug":"blader-humanizer","badge":"50/100 proven","score":54.9,"reason":"Early agent signal: 2 outcomes, 100% success, Agent Proven Score 50/100. 2 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add blader/humanizer --skill humanizer","category":"productivity","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":91.5,"agentEvidence":50,"installReadiness":100,"evidenceConfidence":31.3},"repository":"https://github.com/blader/humanizer/blob/main/SKILL.md","updated_at":"2026-06-07T23:28:05+00:00","author_name":"blader","description":"Rewrites AI-sounding text so it reads naturally while preserving every factual claim and matching the writer's voice.","github_forks":2288,"github_owner":"blader","github_stars":37414,"quality_score":100},{"name":"Academic Research Skills","rank":27,"slug":"imbad0202-academic-research-skills","badge":"50/100 proven","score":53.9,"reason":"Early agent signal: 2 outcomes, 100% success, Agent Proven Score 50/100. 2 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add Imbad0202/academic-research-skills","category":"research","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":91.7,"agentEvidence":50,"installReadiness":87,"evidenceConfidence":31.3},"repository":"https://github.com/Imbad0202/academic-research-skills","updated_at":"2026-07-18T07:39:21+00:00","author_name":"Imbad0202","description":"Academic Research Skills for Claude Code: research → write → review → revise → finalize","github_forks":3109,"github_owner":"Imbad0202","github_stars":38374,"quality_score":100},{"name":"Obsidian Second Brain","rank":28,"slug":"eugeniughelbur-obsidian-second-brain","badge":"48/100 proven","score":56.8,"reason":"Early agent signal: 2 outcomes, 100% success, Agent Proven Score 48/100. 1 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add eugeniughelbur/obsidian-second-brain","category":"agent-frameworks","dimensions":{"fit":null,"quality":100,"freshness":75,"popularity":72.7,"agentEvidence":48,"installReadiness":100,"evidenceConfidence":31.3},"repository":"https://github.com/eugeniughelbur/obsidian-second-brain/blob/main/SKILL.md","updated_at":"2026-09-01T15:29:48+00:00","author_name":"eugeniughelbur","description":"Cross-CLI skill for Obsidian: turn your vault into a living AI-first second brain across Claude Code, Codex, Gemini, and OpenCode. 43 commands - now with /obsidian-architect to document your codebase, key-less web research, Google Calendar, and self-rewriting notes.","github_forks":531,"github_owner":"eugeniughelbur","github_stars":4294,"quality_score":100},{"name":"Animation Vocabulary","rank":29,"slug":"emilkowalski-animation-vocabulary","badge":"51/100 proven","score":52.6,"reason":"Early agent signal: 1 outcome, 100% success, Agent Proven Score 51/100. 1 install attempts, 0 risk blocks, and excellent 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multica-ai/andrej-karpathy-skills","category":"development","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":100,"agentEvidence":63,"installReadiness":87,"evidenceConfidence":47.2},"repository":"https://github.com/multica-ai/andrej-karpathy-skills","updated_at":"2026-04-20T10:05:04+00:00","author_name":"multica-ai","description":"A single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pitfalls.","github_forks":17868,"github_owner":"multica-ai","github_stars":175191,"quality_score":100},{"name":"Web Design Guidelines","rank":13,"slug":"vercel-web-design-guidelines","badge":"61/100 proven","score":67.4,"reason":"Early agent signal: 4 outcomes, 100% success, Agent Proven Score 61/100. 4 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add vercel-labs/agent-skills --skill web-design-guidelines","category":"design-creative","dimensions":{"fit":null,"quality":100,"freshness":64.9,"popularity":89.9,"agentEvidence":61,"installReadiness":100,"evidenceConfidence":49},"repository":"https://github.com/vercel-labs/agent-skills/tree/main/skills/web-design-guidelines","updated_at":"2026-08-28T13:36:31+00:00","author_name":"vercel-labs","description":"Review UI code for web interface guidelines, UX quality, accessibility, and interaction design best practices.","github_forks":2749,"github_owner":"vercel-labs","github_stars":31171,"quality_score":100},{"name":"Apple Design","rank":14,"slug":"emilkowalski-apple-design","badge":"61/100 proven","score":66.8,"reason":"Early agent signal: 4 outcomes, 100% success, Agent Proven Score 61/100. 4 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills@latest add 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In JavaScript and TypeScript. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with Puppeteer, Playwright, Cheerio, JSDOM, and raw HTTP. Both headful and headless mode. With proxy rotation.","github_forks":1664,"github_owner":"apify","github_stars":25731,"quality_score":100},{"name":"stop-slop","rank":17,"slug":"hardikpandya-stop-slop","badge":"57/100 proven","score":66.2,"reason":"Early agent signal: 5 outcomes, 80% success, Agent Proven Score 57/100. 5 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add hardikpandya/stop-slop --skill stop-slop","category":"productivity","dimensions":{"fit":null,"quality":100,"freshness":74.5,"popularity":84.2,"agentEvidence":57,"installReadiness":92,"evidenceConfidence":53.2},"repository":"https://github.com/hardikpandya/stop-slop/blob/main/SKILL.md","updated_at":"2026-09-02T08:42:24.869012+00:00","author_name":"hardikpandya","description":"Eliminates predictable AI writing patterns from prose while preserving specific meaning and reader trust.","github_forks":0,"github_owner":"hardikpandya","github_stars":16263,"quality_score":100},{"name":"Canvas Design","rank":18,"slug":"anthropic-canvas-design","badge":"57/100 proven","score":66.2,"reason":"Early agent signal: 3 outcomes, 100% success, Agent Proven Score 57/100. 3 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add anthropics/skills --skill canvas-design","category":"design-creative","dimensions":{"fit":null,"quality":100,"freshness":91.4,"popularity":100,"agentEvidence":57,"installReadiness":100,"evidenceConfidence":43.9},"repository":"https://github.com/anthropics/skills/tree/main/skills/canvas-design","updated_at":"2026-09-10T19:44:11+00:00","author_name":"anthropics","description":"Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.","github_forks":20845,"github_owner":"anthropics","github_stars":176161,"quality_score":100},{"name":"Understand Anything","rank":19,"slug":"egonex-ai-understand-anything","badge":"57/100 proven","score":61.5,"reason":"Early agent signal: 3 outcomes, 100% success, Agent Proven Score 57/100. 3 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add Egonex-AI/Understand-Anything","category":"rag-knowledge","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":97.5,"agentEvidence":57,"installReadiness":100,"evidenceConfidence":43.9},"repository":"https://github.com/Egonex-AI/Understand-Anything","updated_at":"2026-07-18T14:04:28+00:00","author_name":"Egonex-AI","description":"Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. 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CRO, copywriting, SEO, analytics, and growth engineering.","github_forks":6411,"github_owner":"coreyhaines31","github_stars":40608,"quality_score":100},{"name":"Dashi Ppt Skill","rank":24,"slug":"chuspeeism-dashi-ppt-skill","badge":"47/100 proven","score":53.6,"reason":"Needs agent review: 3 outcomes, 67% success, Agent Proven Score 47/100. 3 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add chuspeeism/dashi-ppt-skill","category":"presentation","dimensions":{"fit":null,"quality":96,"freshness":6.9,"popularity":74.4,"agentEvidence":47,"installReadiness":92,"evidenceConfidence":37.9},"repository":"https://github.com/chuspeeism/dashi-ppt-skill","updated_at":"2026-07-30T14:02:33+00:00","author_name":"chuspeeism","description":"AI agent skill for generating browser-editable presentations with multiple visual themes and export to HTML, PDF, and PPTX.","github_forks":497,"github_owner":"chuspeeism","github_stars":5222,"quality_score":100},{"name":"Anthropic 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signal: 2 outcomes, 100% success, Agent Proven Score 50/100. 2 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add eternityspring/shuohao-skills","category":"design-creative","dimensions":{"fit":null,"quality":100,"freshness":40.9,"popularity":63.9,"agentEvidence":50,"installReadiness":100,"evidenceConfidence":31.3},"repository":"https://github.com/eternityspring/shuohao-skills","updated_at":"2026-08-16T13:07:46+00:00","author_name":"eternityspring","description":"A collection of agent skills for AI short-drama production, covering character bibles, outlines, art bibles, scripts, and storyboards, designed for Claude Code and Codex.","github_forks":181,"github_owner":"eternityspring","github_stars":1566,"quality_score":100},{"name":"Humanizer","rank":27,"slug":"blader-humanizer","badge":"50/100 proven","score":54.9,"reason":"Early agent signal: 2 outcomes, 100% success, Agent Proven Score 50/100. 2 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add blader/humanizer --skill humanizer","category":"productivity","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":91.5,"agentEvidence":50,"installReadiness":100,"evidenceConfidence":31.3},"repository":"https://github.com/blader/humanizer/blob/main/SKILL.md","updated_at":"2026-06-07T23:28:05+00:00","author_name":"blader","description":"Rewrites AI-sounding text so it reads naturally while preserving every factual claim and matching the writer's voice.","github_forks":2288,"github_owner":"blader","github_stars":37414,"quality_score":100},{"name":"Academic Research Skills","rank":28,"slug":"imbad0202-academic-research-skills","badge":"50/100 proven","score":53.9,"reason":"Early agent signal: 2 outcomes, 100% success, Agent Proven Score 50/100. 2 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add Imbad0202/academic-research-skills","category":"research","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":91.7,"agentEvidence":50,"installReadiness":87,"evidenceConfidence":31.3},"repository":"https://github.com/Imbad0202/academic-research-skills","updated_at":"2026-07-18T07:39:21+00:00","author_name":"Imbad0202","description":"Academic Research Skills for Claude Code: research → write → review → revise → finalize","github_forks":3109,"github_owner":"Imbad0202","github_stars":38374,"quality_score":100},{"name":"Obsidian Second Brain","rank":29,"slug":"eugeniughelbur-obsidian-second-brain","badge":"48/100 proven","score":56.7,"reason":"Early agent signal: 2 outcomes, 100% success, Agent Proven Score 48/100. 1 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add eugeniughelbur/obsidian-second-brain","category":"agent-frameworks","dimensions":{"fit":null,"quality":100,"freshness":73,"popularity":72.7,"agentEvidence":48,"installReadiness":100,"evidenceConfidence":31.3},"repository":"https://github.com/eugeniughelbur/obsidian-second-brain/blob/main/SKILL.md","updated_at":"2026-09-01T15:29:48+00:00","author_name":"eugeniughelbur","description":"Cross-CLI skill for Obsidian: turn your vault into a living AI-first second brain across Claude Code, Codex, Gemini, and OpenCode. 43 commands - now with /obsidian-architect to document your codebase, key-less web research, Google Calendar, and self-rewriting notes.","github_forks":531,"github_owner":"eugeniughelbur","github_stars":4294,"quality_score":100},{"name":"Animation Vocabulary","rank":30,"slug":"emilkowalski-animation-vocabulary","badge":"51/100 proven","score":52.6,"reason":"Early agent signal: 1 outcome, 100% success, Agent Proven Score 51/100. 1 install attempts, 0 risk blocks, and excellent 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For naming an effect, not designing or building one.","github_forks":892,"github_owner":"emilkowalski","github_stars":16544,"quality_score":100}],"source_counts":{"skills":1518,"event_skills":1000,"outcome_skills":215,"recent_event_skills":927}},{"ranking_slug":"proven-agent-usage","snapshot_date":"2026-09-16","generated_at":"2026-09-16T02:55:04.005+00:00","methodology_version":"ranking-v4-dimensions-2026-08","item_count":30,"items":[{"name":"mono-color","rank":1,"slug":"yanliudesign-mono-color-skill","badge":"80/100 proven","score":85.5,"reason":"Promising agent evidence: 42 outcomes, 100% success, Agent Proven Score 80/100. 42 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add yanliudesign/mono-color-skill --skill mono-color","category":"research","dimensions":{"fit":null,"quality":100,"freshness":69.8,"popularity":65.7,"agentEvidence":80,"installReadiness":90,"evidenceConfidence":94},"repository":"https://github.com/yanliudesign/mono-color-skill/blob/main/SKILL.md","updated_at":"2026-09-01T00:50:13+00:00","author_name":"yanliudesign","description":"Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. 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0 risk blocks, and excellent quality.","install":"npx skills add cursor/plugins --skill unslop","category":"productivity","dimensions":{"fit":null,"quality":100,"freshness":82.6,"popularity":73.7,"agentEvidence":73,"installReadiness":87,"evidenceConfidence":68.5},"repository":"https://github.com/cursor/plugins/blob/main/pstack/skills/unslop/SKILL.md","updated_at":"2026-09-07T09:34:23.183678+00:00","author_name":"cursor","description":"Applies Cursor's prose-discipline rules to remove filler and AI writing tells from agent-facing and user-facing text.","github_forks":0,"github_owner":"cursor","github_stars":4829,"quality_score":100},{"name":"Superpowers","rank":7,"slug":"obra-superpowers","badge":"69/100 proven","score":73.6,"reason":"Promising agent evidence: 13 outcomes, 92% success, Agent Proven Score 69/100. 13 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add obra/superpowers","category":"agent-skills","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":100,"agentEvidence":69,"installReadiness":92,"evidenceConfidence":72.7},"repository":"https://github.com/obra/superpowers","updated_at":"2026-07-17T00:52:29+00:00","author_name":"obra","description":"An agentic skills framework & software development methodology that works.","github_forks":22913,"github_owner":"obra","github_stars":257155,"quality_score":100},{"name":"Open Design","rank":8,"slug":"nexu-io-open-design","badge":"67/100 proven","score":73.6,"reason":"Early agent signal: 8 outcomes, 88% success, Agent Proven Score 67/100. 8 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add nexu-io/open-design","category":"agent-skills","dimensions":{"fit":null,"quality":100,"freshness":40.9,"popularity":98.9,"agentEvidence":67,"installReadiness":92,"evidenceConfidence":68.5},"repository":"https://github.com/nexu-io/open-design","updated_at":"2026-08-17T13:14:54+00:00","author_name":"nexu-io","description":"🎨 Local-first, open-source Claude Design alternative. 🖥️ Native desktop app. ⚡ 259+ Skills · ✨ 142+ Design Systems 🖼️ Web · desktop · mobile prototypes · slides · images · videos · HyperFrames 📦 Sandboxed preview · HTML/PDF/PPTX/MP4 export 🤖 Claude Code / OpenClaw / Codex / Cursor / OpenCode / Qwen / Copilot / Hermes / Kimi & 17+ CLIs.","github_forks":10182,"github_owner":"nexu-io","github_stars":88117,"quality_score":100},{"name":"Webapp Testing","rank":9,"slug":"anthropic-webapp-testing","badge":"68/100 proven","score":75.7,"reason":"Promising agent evidence: 6 outcomes, 100% success, Agent Proven Score 68/100. 6 install attempts, 0 risk blocks, and excellent 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zarazhangrui/frontend-slides","category":"coding-agents","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":89.2,"agentEvidence":68,"installReadiness":100,"evidenceConfidence":53.8},"repository":"https://github.com/zarazhangrui/frontend-slides/blob/main/SKILL.md","updated_at":"2026-06-23T20:08:19+00:00","author_name":"zarazhangrui","description":"Create beautiful slides on the web using a coding agent's frontend skills","github_forks":2299,"github_owner":"zarazhangrui","github_stars":28772,"quality_score":100},{"name":"Canvas Design","rank":12,"slug":"anthropic-canvas-design","badge":"62/100 proven","score":71.1,"reason":"Early agent signal: 4 outcomes, 100% success, Agent Proven Score 62/100. 4 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add anthropics/skills --skill canvas-design","category":"design-creative","dimensions":{"fit":null,"quality":100,"freshness":89.4,"popularity":100,"agentEvidence":62,"installReadiness":100,"evidenceConfidence":55},"repository":"https://github.com/anthropics/skills/tree/main/skills/canvas-design","updated_at":"2026-09-10T19:44:11+00:00","author_name":"anthropics","description":"Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.","github_forks":20869,"github_owner":"anthropics","github_stars":176346,"quality_score":100},{"name":"Andrej Karpathy Skills","rank":13,"slug":"multica-ai-andrej-karpathy-skills","badge":"63/100 proven","score":64.1,"reason":"Early agent signal: 5 outcomes, 100% success, Agent Proven Score 63/100. 5 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add multica-ai/andrej-karpathy-skills","category":"development","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":100,"agentEvidence":63,"installReadiness":87,"evidenceConfidence":47.2},"repository":"https://github.com/multica-ai/andrej-karpathy-skills","updated_at":"2026-04-20T10:05:04+00:00","author_name":"multica-ai","description":"A single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pitfalls.","github_forks":17868,"github_owner":"multica-ai","github_stars":175191,"quality_score":100},{"name":"Web Design Guidelines","rank":14,"slug":"vercel-web-design-guidelines","badge":"61/100 proven","score":67.3,"reason":"Early agent signal: 4 outcomes, 100% success, Agent Proven Score 61/100. 4 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add vercel-labs/agent-skills --skill web-design-guidelines","category":"design-creative","dimensions":{"fit":null,"quality":100,"freshness":62.9,"popularity":89.9,"agentEvidence":61,"installReadiness":100,"evidenceConfidence":49},"repository":"https://github.com/vercel-labs/agent-skills/tree/main/skills/web-design-guidelines","updated_at":"2026-08-28T13:36:31+00:00","author_name":"vercel-labs","description":"Review UI code for web interface guidelines, UX quality, accessibility, and interaction design best practices.","github_forks":2752,"github_owner":"vercel-labs","github_stars":31199,"quality_score":100},{"name":"Apple Design","rank":15,"slug":"emilkowalski-apple-design","badge":"61/100 proven","score":66.7,"reason":"Early agent signal: 4 outcomes, 100% success, Agent Proven Score 61/100. 4 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills@latest add emilkowalski/skills","category":"design-creative","dimensions":{"fit":null,"quality":100,"freshness":48.6,"popularity":90.7,"agentEvidence":61,"installReadiness":100,"evidenceConfidence":49},"repository":"https://github.com/emilkowalski/skills/tree/main/skills/apple-design","updated_at":"2026-08-21T09:32:33+00:00","author_name":"Emil Kowalski","description":"Apple's approach to interface design and fluid, physical motion, translated for the web. Use when building or reviewing gesture-driven UI, spring animations, drag/swipe/sheet interactions, momentum and interruptible transitions, translucent materials and depth, typography (optical sizing, tracking, leading), reduced-motion, or the design foundations (feedback, spatial consistency, restraint) behind Apple-style interfaces.","github_forks":1926,"github_owner":"emilkowalski","github_stars":34452,"quality_score":100},{"name":"Code Review","rank":16,"slug":"mattpocock-code-review","badge":"61/100 proven","score":64.7,"reason":"Early agent signal: 4 outcomes, 100% success, Agent Proven Score 61/100. 4 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add mattpocock/skills --skill code-review","category":"coding-agents","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":100,"agentEvidence":61,"installReadiness":100,"evidenceConfidence":49},"repository":"https://github.com/mattpocock/skills/tree/main/skills/engineering/code-review","updated_at":"2026-07-13T13:39:09+00:00","author_name":"Matt Pocock","description":"Review a branch or diff against repository standards and the originating spec in two independent analysis passes.","github_forks":14527,"github_owner":"mattpocock","github_stars":168580,"quality_score":100},{"name":"Crawlee","rank":17,"slug":"apify-crawlee","badge":"59/100 proven","score":67.4,"reason":"Early agent signal: 6 outcomes, 83% success, Agent Proven Score 59/100. 6 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add apify/crawlee","category":"browser-automation","dimensions":{"fit":null,"quality":100,"freshness":88.8,"popularity":88.2,"agentEvidence":59,"installReadiness":92,"evidenceConfidence":50.7},"repository":"https://github.com/apify/crawlee","updated_at":"2026-09-10T12:55:19+00:00","author_name":"apify","description":"Crawlee—A web scraping and browser automation library for Node.js to build reliable crawlers. In JavaScript and TypeScript. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with Puppeteer, Playwright, Cheerio, JSDOM, and raw HTTP. Both headful and headless mode. With proxy rotation.","github_forks":1664,"github_owner":"apify","github_stars":25731,"quality_score":100},{"name":"stop-slop","rank":18,"slug":"hardikpandya-stop-slop","badge":"57/100 proven","score":66.1,"reason":"Early agent signal: 5 outcomes, 80% success, Agent Proven Score 57/100. 5 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add hardikpandya/stop-slop --skill stop-slop","category":"productivity","dimensions":{"fit":null,"quality":100,"freshness":72.5,"popularity":84.2,"agentEvidence":57,"installReadiness":92,"evidenceConfidence":53.2},"repository":"https://github.com/hardikpandya/stop-slop/blob/main/SKILL.md","updated_at":"2026-09-02T08:42:24.869012+00:00","author_name":"hardikpandya","description":"Eliminates predictable AI writing patterns from prose while preserving specific meaning and reader trust.","github_forks":0,"github_owner":"hardikpandya","github_stars":16263,"quality_score":100},{"name":"Anthropic Brand Guidelines","rank":19,"slug":"anthropic-brand-guidelines","badge":"57/100 proven","score":66.1,"reason":"Early agent signal: 3 outcomes, 100% success, Agent Proven Score 57/100. 3 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add anthropics/skills --skill brand-guidelines","category":"design-creative","dimensions":{"fit":null,"quality":100,"freshness":89.4,"popularity":100,"agentEvidence":57,"installReadiness":100,"evidenceConfidence":43.9},"repository":"https://github.com/anthropics/skills/tree/main/skills/brand-guidelines","updated_at":"2026-09-10T19:44:11+00:00","author_name":"anthropics","description":"Apply Anthropic official brand colors, typography, and visual standards to appropriate Anthropic-related artifacts.","github_forks":20869,"github_owner":"anthropics","github_stars":176346,"quality_score":100},{"name":"Understand Anything","rank":20,"slug":"egonex-ai-understand-anything","badge":"57/100 proven","score":61.5,"reason":"Early agent signal: 3 outcomes, 100% success, Agent Proven Score 57/100. 3 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add Egonex-AI/Understand-Anything","category":"rag-knowledge","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":97.5,"agentEvidence":57,"installReadiness":100,"evidenceConfidence":43.9},"repository":"https://github.com/Egonex-AI/Understand-Anything","updated_at":"2026-07-18T14:04:28+00:00","author_name":"Egonex-AI","description":"Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.","github_forks":6245,"github_owner":"Egonex-AI","github_stars":75065,"quality_score":100},{"name":"Ui Ux Pro Max Skill","rank":21,"slug":"nextlevelbuilder-ui-ux-pro-max-skill","badge":"52/100 proven","score":58.5,"reason":"Early agent signal: 4 outcomes, 75% success, Agent Proven Score 52/100. 4 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add nextlevelbuilder/ui-ux-pro-max-skill","category":"development","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":100,"agentEvidence":52,"installReadiness":92,"evidenceConfidence":43},"repository":"https://github.com/nextlevelbuilder/ui-ux-pro-max-skill","updated_at":"2026-07-14T18:32:51+00:00","author_name":"nextlevelbuilder","description":"An AI agent skill that provides design intelligence and UI/UX guidelines for building professional interfaces across multiple platforms.","github_forks":11369,"github_owner":"nextlevelbuilder","github_stars":107051,"quality_score":100},{"name":"Equity Research Earnings Analysis","rank":22,"slug":"anthropic-earnings-analysis","badge":"55/100 proven","score":62.8,"reason":"Early agent signal: 3 outcomes, 100% success, Agent Proven Score 55/100. 3 install attempts, 0 risk blocks, and excellent quality.","install":"npx -y skills add anthropics/financial-services --skill earnings-analysis","category":"Finance","dimensions":{"fit":null,"quality":100,"freshness":97.1,"popularity":90.8,"agentEvidence":55,"installReadiness":90,"evidenceConfidence":37.9},"repository":"https://github.com/anthropics/financial-services/tree/main/plugins/vertical-plugins/equity-research/skills/earnings-analysis","updated_at":"2026-09-14T16:42:45+00:00","author_name":"anthropics","description":"Create a structured post-earnings equity research update with key metrics, estimate changes, charts, and thesis review.","github_forks":5202,"github_owner":"anthropics","github_stars":34830,"quality_score":100},{"name":"Aaron Marketing Skills","rank":23,"slug":"aaron-he-zhu-aaron-marketing-skills","badge":"51/100 proven","score":57.3,"reason":"Early agent signal: 2 outcomes, 100% success, Agent Proven Score 51/100. 2 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add aaron-he-zhu/aaron-marketing-skills","category":"productivity","dimensions":{"fit":null,"quality":100,"freshness":32.8,"popularity":68.2,"agentEvidence":51,"installReadiness":100,"evidenceConfidence":37.3},"repository":"https://github.com/aaron-he-zhu/aaron-marketing-skills","updated_at":"2026-08-13T12:57:52+00:00","author_name":"aaron-he-zhu","description":"A comprehensive set of 38 marketing skills and 5 commands for Claude Code covering SEO/GEO and influencer marketing with evaluation frameworks.","github_forks":347,"github_owner":"aaron-he-zhu","github_stars":2578,"quality_score":100},{"name":"Marketingskills","rank":24,"slug":"coreyhaines31-marketingskills","badge":"51/100 proven","score":56.9,"reason":"Early agent signal: 2 outcomes, 100% success, Agent Proven Score 51/100. 2 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add coreyhaines31/marketingskills","category":"development","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":92.2,"agentEvidence":51,"installReadiness":100,"evidenceConfidence":37.3},"repository":"https://github.com/coreyhaines31/marketingskills","updated_at":"2026-07-16T19:07:40+00:00","author_name":"coreyhaines31","description":"Marketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analytics, and growth engineering.","github_forks":6411,"github_owner":"coreyhaines31","github_stars":40608,"quality_score":100},{"name":"Dashi Ppt Skill","rank":25,"slug":"chuspeeism-dashi-ppt-skill","badge":"47/100 proven","score":53.5,"reason":"Needs agent review: 3 outcomes, 67% success, Agent Proven Score 47/100. 3 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add chuspeeism/dashi-ppt-skill","category":"presentation","dimensions":{"fit":null,"quality":96,"freshness":4.9,"popularity":74.4,"agentEvidence":47,"installReadiness":92,"evidenceConfidence":37.9},"repository":"https://github.com/chuspeeism/dashi-ppt-skill","updated_at":"2026-07-30T14:02:33+00:00","author_name":"chuspeeism","description":"AI agent skill for generating browser-editable presentations with multiple visual themes and export to HTML, PDF, and PPTX.","github_forks":497,"github_owner":"chuspeeism","github_stars":5222,"quality_score":100},{"name":"Shuohao Skills","rank":26,"slug":"eternityspring-shuohao-skills","badge":"50/100 proven","score":55.5,"reason":"Early agent signal: 2 outcomes, 100% success, Agent Proven Score 50/100. 2 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add eternityspring/shuohao-skills","category":"design-creative","dimensions":{"fit":null,"quality":100,"freshness":38.9,"popularity":63.9,"agentEvidence":50,"installReadiness":100,"evidenceConfidence":31.3},"repository":"https://github.com/eternityspring/shuohao-skills","updated_at":"2026-08-16T13:07:46+00:00","author_name":"eternityspring","description":"A collection of agent skills for AI short-drama production, covering character bibles, outlines, art bibles, scripts, and storyboards, designed for Claude Code and Codex.","github_forks":181,"github_owner":"eternityspring","github_stars":1566,"quality_score":100},{"name":"Humanizer","rank":27,"slug":"blader-humanizer","badge":"50/100 proven","score":54.9,"reason":"Early agent signal: 2 outcomes, 100% success, Agent Proven Score 50/100. 2 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add blader/humanizer --skill humanizer","category":"productivity","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":91.5,"agentEvidence":50,"installReadiness":100,"evidenceConfidence":31.3},"repository":"https://github.com/blader/humanizer/blob/main/SKILL.md","updated_at":"2026-06-07T23:28:05+00:00","author_name":"blader","description":"Rewrites AI-sounding text so it reads naturally while preserving every factual claim and matching the writer's voice.","github_forks":2288,"github_owner":"blader","github_stars":37414,"quality_score":100},{"name":"Academic Research Skills","rank":28,"slug":"imbad0202-academic-research-skills","badge":"50/100 proven","score":53.9,"reason":"Early agent signal: 2 outcomes, 100% success, Agent Proven Score 50/100. 2 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add Imbad0202/academic-research-skills","category":"research","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":91.7,"agentEvidence":50,"installReadiness":87,"evidenceConfidence":31.3},"repository":"https://github.com/Imbad0202/academic-research-skills","updated_at":"2026-07-18T07:39:21+00:00","author_name":"Imbad0202","description":"Academic Research Skills for Claude Code: research → write → review → revise → finalize","github_forks":3109,"github_owner":"Imbad0202","github_stars":38374,"quality_score":100},{"name":"Obsidian Second Brain","rank":29,"slug":"eugeniughelbur-obsidian-second-brain","badge":"48/100 proven","score":56.6,"reason":"Early agent signal: 2 outcomes, 100% success, Agent Proven Score 48/100. 1 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add eugeniughelbur/obsidian-second-brain","category":"agent-frameworks","dimensions":{"fit":null,"quality":100,"freshness":71,"popularity":72.7,"agentEvidence":48,"installReadiness":100,"evidenceConfidence":31.3},"repository":"https://github.com/eugeniughelbur/obsidian-second-brain/blob/main/SKILL.md","updated_at":"2026-09-01T15:29:48+00:00","author_name":"eugeniughelbur","description":"Cross-CLI skill for Obsidian: turn your vault into a living AI-first second brain across Claude Code, Codex, Gemini, and OpenCode. 43 commands - now with /obsidian-architect to document your codebase, key-less web research, Google Calendar, and self-rewriting notes.","github_forks":531,"github_owner":"eugeniughelbur","github_stars":4294,"quality_score":100},{"name":"Animation Vocabulary","rank":30,"slug":"emilkowalski-animation-vocabulary","badge":"51/100 proven","score":52.6,"reason":"Early agent signal: 1 outcome, 100% success, Agent Proven Score 51/100. 1 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills@latest add emilkowalski/skills","category":"design-creative","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":84.4,"agentEvidence":51,"installReadiness":100,"evidenceConfidence":21.9},"repository":"https://github.com/emilkowalski/skills/tree/main/skills/animation-vocabulary","updated_at":"2026-07-15T14:51:34+00:00","author_name":"Emil Kowalski","description":"Reverse-lookup glossary that turns a vague description of a web animation or motion effect into its exact term (\"the bouncy thing when a popover opens\" → Pop in; \"the iOS rubber-band scroll\" → Rubber-banding). Use when the user asks \"what's it called when…\", or describes a motion effect without knowing its name and wants the right word to prompt an AI or designer with. For naming an effect, not designing or building one.","github_forks":892,"github_owner":"emilkowalski","github_stars":16544,"quality_score":100}],"source_counts":{"skills":1482,"event_skills":1000,"outcome_skills":217,"recent_event_skills":926}},{"ranking_slug":"proven-agent-usage","snapshot_date":"2026-09-17","generated_at":"2026-09-17T02:55:03.302+00:00","methodology_version":"ranking-v4-dimensions-2026-08","item_count":30,"items":[{"name":"mono-color","rank":1,"slug":"yanliudesign-mono-color-skill","badge":"80/100 proven","score":85.4,"reason":"Promising agent evidence: 42 outcomes, 100% success, Agent Proven Score 80/100. 42 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add yanliudesign/mono-color-skill --skill mono-color","category":"research","dimensions":{"fit":null,"quality":100,"freshness":67.8,"popularity":65.7,"agentEvidence":80,"installReadiness":90,"evidenceConfidence":94},"repository":"https://github.com/yanliudesign/mono-color-skill/blob/main/SKILL.md","updated_at":"2026-09-01T00:50:13+00:00","author_name":"yanliudesign","description":"Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. 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0 risk blocks, and excellent quality.","install":"npx skills add cursor/plugins --skill unslop","category":"productivity","dimensions":{"fit":null,"quality":100,"freshness":80.6,"popularity":73.7,"agentEvidence":73,"installReadiness":87,"evidenceConfidence":68.5},"repository":"https://github.com/cursor/plugins/blob/main/pstack/skills/unslop/SKILL.md","updated_at":"2026-09-07T09:34:23.183678+00:00","author_name":"cursor","description":"Applies Cursor's prose-discipline rules to remove filler and AI writing tells from agent-facing and user-facing text.","github_forks":0,"github_owner":"cursor","github_stars":4829,"quality_score":100},{"name":"Superpowers","rank":7,"slug":"obra-superpowers","badge":"69/100 proven","score":73.6,"reason":"Promising agent evidence: 13 outcomes, 92% success, Agent Proven Score 69/100. 13 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add obra/superpowers","category":"agent-skills","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":100,"agentEvidence":69,"installReadiness":92,"evidenceConfidence":72.7},"repository":"https://github.com/obra/superpowers","updated_at":"2026-07-17T00:52:29+00:00","author_name":"obra","description":"An agentic skills framework & software development methodology that works.","github_forks":22913,"github_owner":"obra","github_stars":257155,"quality_score":100},{"name":"Webapp Testing","rank":8,"slug":"anthropic-webapp-testing","badge":"71/100 proven","score":77.8,"reason":"Promising agent evidence: 7 outcomes, 100% success, Agent Proven Score 71/100. 7 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add anthropics/skills --skill 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canvas-design","category":"design-creative","dimensions":{"fit":null,"quality":100,"freshness":87.4,"popularity":100,"agentEvidence":66,"installReadiness":100,"evidenceConfidence":59.2},"repository":"https://github.com/anthropics/skills/tree/main/skills/canvas-design","updated_at":"2026-09-10T19:44:11+00:00","author_name":"anthropics","description":"Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.","github_forks":20894,"github_owner":"anthropics","github_stars":176554,"quality_score":100},{"name":"Web Design Guidelines","rank":12,"slug":"vercel-web-design-guidelines","badge":"66/100 proven","score":72,"reason":"Early agent signal: 5 outcomes, 100% success, Agent Proven Score 66/100. 5 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add vercel-labs/agent-skills --skill web-design-guidelines","category":"design-creative","dimensions":{"fit":null,"quality":100,"freshness":60.9,"popularity":89.9,"agentEvidence":66,"installReadiness":100,"evidenceConfidence":59.2},"repository":"https://github.com/vercel-labs/agent-skills/tree/main/skills/web-design-guidelines","updated_at":"2026-08-28T13:36:31+00:00","author_name":"vercel-labs","description":"Review UI code for web interface guidelines, UX quality, accessibility, and interaction design best practices.","github_forks":2753,"github_owner":"vercel-labs","github_stars":31227,"quality_score":100},{"name":"Frontend Slides","rank":13,"slug":"zarazhangrui-frontend-slides","badge":"68/100 proven","score":68.5,"reason":"Promising agent evidence: 7 outcomes, 100% success, Agent Proven Score 68/100. 7 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add zarazhangrui/frontend-slides","category":"coding-agents","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":89.2,"agentEvidence":68,"installReadiness":100,"evidenceConfidence":53.8},"repository":"https://github.com/zarazhangrui/frontend-slides/blob/main/SKILL.md","updated_at":"2026-06-23T20:08:19+00:00","author_name":"zarazhangrui","description":"Create beautiful slides on the web using a coding agent's frontend skills","github_forks":2299,"github_owner":"zarazhangrui","github_stars":28772,"quality_score":100},{"name":"Apple Design","rank":14,"slug":"emilkowalski-apple-design","badge":"64/100 proven","score":69,"reason":"Early agent signal: 5 outcomes, 100% success, Agent Proven Score 64/100. 5 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills@latest add emilkowalski/skills","category":"design-creative","dimensions":{"fit":null,"quality":100,"freshness":46.6,"popularity":90.7,"agentEvidence":64,"installReadiness":100,"evidenceConfidence":53.2},"repository":"https://github.com/emilkowalski/skills/tree/main/skills/apple-design","updated_at":"2026-08-21T09:32:33+00:00","author_name":"Emil Kowalski","description":"Apple's approach to interface design and fluid, physical motion, translated for the web. 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With proxy rotation.","github_forks":1664,"github_owner":"apify","github_stars":25731,"quality_score":100},{"name":"stop-slop","rank":18,"slug":"hardikpandya-stop-slop","badge":"57/100 proven","score":66,"reason":"Early agent signal: 5 outcomes, 80% success, Agent Proven Score 57/100. 5 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add hardikpandya/stop-slop --skill stop-slop","category":"productivity","dimensions":{"fit":null,"quality":100,"freshness":70.5,"popularity":84.2,"agentEvidence":57,"installReadiness":92,"evidenceConfidence":53.2},"repository":"https://github.com/hardikpandya/stop-slop/blob/main/SKILL.md","updated_at":"2026-09-02T08:42:24.869012+00:00","author_name":"hardikpandya","description":"Eliminates predictable AI writing patterns from prose while preserving specific meaning and reader trust.","github_forks":0,"github_owner":"hardikpandya","github_stars":16263,"quality_score":100},{"name":"Anthropic Brand Guidelines","rank":19,"slug":"anthropic-brand-guidelines","badge":"57/100 proven","score":66,"reason":"Early agent signal: 3 outcomes, 100% success, Agent Proven Score 57/100. 3 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add anthropics/skills --skill brand-guidelines","category":"design-creative","dimensions":{"fit":null,"quality":100,"freshness":87.4,"popularity":100,"agentEvidence":57,"installReadiness":100,"evidenceConfidence":43.9},"repository":"https://github.com/anthropics/skills/tree/main/skills/brand-guidelines","updated_at":"2026-09-10T19:44:11+00:00","author_name":"anthropics","description":"Apply Anthropic official brand colors, typography, and visual standards to appropriate Anthropic-related artifacts.","github_forks":20894,"github_owner":"anthropics","github_stars":176554,"quality_score":100},{"name":"Understand Anything","rank":20,"slug":"egonex-ai-understand-anything","badge":"57/100 proven","score":61.5,"reason":"Early agent signal: 3 outcomes, 100% success, Agent Proven Score 57/100. 3 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add Egonex-AI/Understand-Anything","category":"rag-knowledge","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":97.5,"agentEvidence":57,"installReadiness":100,"evidenceConfidence":43.9},"repository":"https://github.com/Egonex-AI/Understand-Anything","updated_at":"2026-07-18T14:04:28+00:00","author_name":"Egonex-AI","description":"Graphs that teach > graphs that impress. 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For naming an effect, not designing or building one.","github_forks":892,"github_owner":"emilkowalski","github_stars":16544,"quality_score":100}],"source_counts":{"skills":1448,"event_skills":1000,"outcome_skills":219,"recent_event_skills":971}},{"ranking_slug":"proven-agent-usage","snapshot_date":"2026-09-19","generated_at":"2026-09-19T02:55:03.406+00:00","methodology_version":"ranking-v4-dimensions-2026-08","item_count":30,"items":[{"name":"mono-color","rank":1,"slug":"yanliudesign-mono-color-skill","badge":"80/100 proven","score":85.2,"reason":"Promising agent evidence: 42 outcomes, 100% success, Agent Proven Score 80/100. 42 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add yanliudesign/mono-color-skill --skill mono-color","category":"research","dimensions":{"fit":null,"quality":100,"freshness":63.8,"popularity":65.7,"agentEvidence":80,"installReadiness":90,"evidenceConfidence":94},"repository":"https://github.com/yanliudesign/mono-color-skill/blob/main/SKILL.md","updated_at":"2026-09-01T00:50:13+00:00","author_name":"yanliudesign","description":"Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. 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With proxy rotation.","github_forks":1664,"github_owner":"apify","github_stars":25731,"quality_score":100},{"name":"stop-slop","rank":18,"slug":"hardikpandya-stop-slop","badge":"57/100 proven","score":65.8,"reason":"Early agent signal: 5 outcomes, 80% success, Agent Proven Score 57/100. 5 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add hardikpandya/stop-slop --skill stop-slop","category":"productivity","dimensions":{"fit":null,"quality":100,"freshness":66.5,"popularity":84.2,"agentEvidence":57,"installReadiness":92,"evidenceConfidence":53.2},"repository":"https://github.com/hardikpandya/stop-slop/blob/main/SKILL.md","updated_at":"2026-09-02T08:42:24.869012+00:00","author_name":"hardikpandya","description":"Eliminates predictable AI writing patterns from prose while preserving specific meaning and reader trust.","github_forks":0,"github_owner":"hardikpandya","github_stars":16263,"quality_score":100},{"name":"Anthropic Brand Guidelines","rank":19,"slug":"anthropic-brand-guidelines","badge":"57/100 proven","score":65.8,"reason":"Early agent signal: 3 outcomes, 100% success, Agent Proven Score 57/100. 3 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add anthropics/skills --skill brand-guidelines","category":"design-creative","dimensions":{"fit":null,"quality":100,"freshness":83.4,"popularity":100,"agentEvidence":57,"installReadiness":100,"evidenceConfidence":43.9},"repository":"https://github.com/anthropics/skills/tree/main/skills/brand-guidelines","updated_at":"2026-09-10T19:44:11+00:00","author_name":"anthropics","description":"Apply Anthropic official brand colors, typography, and visual standards to appropriate Anthropic-related artifacts.","github_forks":20928,"github_owner":"anthropics","github_stars":176745,"quality_score":100},{"name":"Understand Anything","rank":20,"slug":"egonex-ai-understand-anything","badge":"57/100 proven","score":61.5,"reason":"Early agent signal: 3 outcomes, 100% success, Agent Proven Score 57/100. 3 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add Egonex-AI/Understand-Anything","category":"rag-knowledge","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":97.5,"agentEvidence":57,"installReadiness":100,"evidenceConfidence":43.9},"repository":"https://github.com/Egonex-AI/Understand-Anything","updated_at":"2026-07-18T14:04:28+00:00","author_name":"Egonex-AI","description":"Graphs that teach > graphs that impress. 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AI 自动路由 + 按需自举工具链 + 自动进化经验库 | 支持 Claude Code / Kiro / Cursor / Cline 等代码 AI 客户端","github_forks":3465,"github_owner":"zhaoxuya520","github_stars":25600,"quality_score":100},{"name":"Dashi Ppt Skill","rank":26,"slug":"chuspeeism-dashi-ppt-skill","badge":"47/100 proven","score":53.2,"reason":"Needs agent review: 3 outcomes, 67% success, Agent Proven Score 47/100. 3 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add chuspeeism/dashi-ppt-skill","category":"presentation","dimensions":{"fit":null,"quality":96,"freshness":0,"popularity":74.4,"agentEvidence":47,"installReadiness":92,"evidenceConfidence":37.9},"repository":"https://github.com/chuspeeism/dashi-ppt-skill","updated_at":"2026-07-30T14:02:33+00:00","author_name":"chuspeeism","description":"AI agent skill for generating browser-editable presentations with multiple visual themes and export to HTML, PDF, and PPTX.","github_forks":497,"github_owner":"chuspeeism","github_stars":5222,"quality_score":100},{"name":"Shuohao Skills","rank":27,"slug":"eternityspring-shuohao-skills","badge":"50/100 proven","score":55.2,"reason":"Early agent signal: 2 outcomes, 100% success, Agent Proven Score 50/100. 2 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add eternityspring/shuohao-skills","category":"design-creative","dimensions":{"fit":null,"quality":100,"freshness":32.9,"popularity":63.9,"agentEvidence":50,"installReadiness":100,"evidenceConfidence":31.3},"repository":"https://github.com/eternityspring/shuohao-skills","updated_at":"2026-08-16T13:07:46+00:00","author_name":"eternityspring","description":"A collection of agent skills for AI short-drama production, covering character bibles, outlines, art bibles, scripts, and storyboards, designed for Claude Code and Codex.","github_forks":181,"github_owner":"eternityspring","github_stars":1566,"quality_score":100},{"name":"Humanizer","rank":28,"slug":"blader-humanizer","badge":"50/100 proven","score":54.9,"reason":"Early agent signal: 2 outcomes, 100% success, Agent Proven Score 50/100. 2 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add blader/humanizer --skill humanizer","category":"productivity","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":91.5,"agentEvidence":50,"installReadiness":100,"evidenceConfidence":31.3},"repository":"https://github.com/blader/humanizer/blob/main/SKILL.md","updated_at":"2026-06-07T23:28:05+00:00","author_name":"blader","description":"Rewrites AI-sounding text so it reads naturally while preserving every factual claim and matching the writer's voice.","github_forks":2288,"github_owner":"blader","github_stars":37414,"quality_score":100},{"name":"Academic Research Skills","rank":29,"slug":"imbad0202-academic-research-skills","badge":"50/100 proven","score":53.9,"reason":"Early agent signal: 2 outcomes, 100% success, Agent Proven Score 50/100. 2 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add Imbad0202/academic-research-skills","category":"research","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":91.7,"agentEvidence":50,"installReadiness":87,"evidenceConfidence":31.3},"repository":"https://github.com/Imbad0202/academic-research-skills","updated_at":"2026-07-18T07:39:21+00:00","author_name":"Imbad0202","description":"Academic Research Skills for Claude Code: research → write → review → revise → finalize","github_forks":3109,"github_owner":"Imbad0202","github_stars":38374,"quality_score":100},{"name":"Obsidian Second Brain","rank":30,"slug":"eugeniughelbur-obsidian-second-brain","badge":"48/100 proven","score":56.3,"reason":"Early agent signal: 2 outcomes, 100% success, Agent Proven Score 48/100. 1 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add eugeniughelbur/obsidian-second-brain","category":"agent-frameworks","dimensions":{"fit":null,"quality":100,"freshness":65,"popularity":72.7,"agentEvidence":48,"installReadiness":100,"evidenceConfidence":31.3},"repository":"https://github.com/eugeniughelbur/obsidian-second-brain/blob/main/SKILL.md","updated_at":"2026-09-01T15:29:48+00:00","author_name":"eugeniughelbur","description":"Cross-CLI skill for Obsidian: turn your vault into a living AI-first second brain across Claude Code, Codex, Gemini, and OpenCode. 43 commands - 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captions.","github_forks":307,"github_owner":"Alisa0808","github_stars":1998,"quality_score":100},{"name":"Frontend Design","rank":3,"slug":"anthropic-frontend-design","badge":"70/100 proven","score":80.4,"reason":"Promising agent evidence: 46 outcomes, 94% success, Agent Proven Score 70/100. 46 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add anthropics/skills --skill frontend-design","category":"design-creative","dimensions":{"fit":null,"quality":100,"freshness":75.4,"popularity":100,"agentEvidence":70,"installReadiness":76,"evidenceConfidence":88},"repository":"https://github.com/anthropics/skills/tree/main/skills/frontend-design","updated_at":"2026-09-10T19:44:11+00:00","author_name":"anthropics","description":"Guidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product interfaces.","github_forks":21027,"github_owner":"anthropics","github_stars":177515,"quality_score":100},{"name":"Archify","rank":4,"slug":"tt-a1i-archify","badge":"75/100 proven","score":80.4,"reason":"Promising agent evidence: 17 outcomes, 100% success, Agent Proven Score 75/100. 17 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add tt-a1i/archify","category":"agent-skills","dimensions":{"fit":null,"quality":100,"freshness":62.9,"popularity":93.5,"agentEvidence":75,"installReadiness":90,"evidenceConfidence":78.5},"repository":"https://github.com/tt-a1i/archify/tree/main/archify","updated_at":"2026-09-04T13:17:55+00:00","author_name":"tt-a1i","description":"Any agent Skill: generate beautiful architecture diagrams with dark/light theme toggle and PNG/JPEG/WebP/SVG export","github_forks":3046,"github_owner":"tt-a1i","github_stars":47183,"quality_score":100},{"name":"Taste Skill: Anti-Slop Frontend","rank":5,"slug":"design-taste-frontend","badge":"64/100 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0 risk blocks, and excellent quality.","install":"npx skills add op7418/guizang-ppt-skill","category":"agent-skills","dimensions":{"fit":null,"quality":100,"freshness":44.9,"popularity":87.9,"agentEvidence":73,"installReadiness":100,"evidenceConfidence":74.9},"repository":"https://github.com/op7418/guizang-ppt-skill/blob/main/SKILL.md","updated_at":"2026-08-26T13:12:20+00:00","author_name":"op7418","description":"AI-agent Skill for generating polished HTML slide decks: editorial magazine and Swiss layouts, image prompts, social covers, and a WebGL/low-power presentation runtime.","github_forks":1770,"github_owner":"op7418","github_stars":24929,"quality_score":100},{"name":"Webapp Testing","rank":7,"slug":"anthropic-webapp-testing","badge":"73/100 proven","score":78.7,"reason":"Promising agent evidence: 8 outcomes, 100% success, Agent Proven Score 73/100. 8 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add anthropics/skills --skill webapp-testing","category":"browser-automation","dimensions":{"fit":null,"quality":100,"freshness":75.4,"popularity":100,"agentEvidence":73,"installReadiness":100,"evidenceConfidence":68.5},"repository":"https://github.com/anthropics/skills/tree/main/skills/webapp-testing","updated_at":"2026-09-10T19:44:11+00:00","author_name":"anthropics","description":"Use Playwright to interact with and test local web applications, capture screenshots, debug UI behavior, and inspect browser logs.","github_forks":21027,"github_owner":"anthropics","github_stars":177515,"quality_score":100},{"name":"unslop","rank":8,"slug":"cursor-unslop","badge":"73/100 proven","score":76.1,"reason":"Promising agent evidence: 8 outcomes, 100% success, Agent Proven Score 73/100. 8 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add cursor/plugins --skill unslop","category":"productivity","dimensions":{"fit":null,"quality":100,"freshness":68.6,"popularity":73.7,"agentEvidence":73,"installReadiness":87,"evidenceConfidence":68.5},"repository":"https://github.com/cursor/plugins/blob/main/pstack/skills/unslop/SKILL.md","updated_at":"2026-09-07T09:34:23.183678+00:00","author_name":"cursor","description":"Applies Cursor's prose-discipline rules to remove filler and AI writing tells from agent-facing and user-facing text.","github_forks":0,"github_owner":"cursor","github_stars":4829,"quality_score":100},{"name":"Superpowers","rank":9,"slug":"obra-superpowers","badge":"69/100 proven","score":73.6,"reason":"Promising agent evidence: 13 outcomes, 92% success, Agent Proven Score 69/100. 13 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add obra/superpowers","category":"agent-skills","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":100,"agentEvidence":69,"installReadiness":92,"evidenceConfidence":72.7},"repository":"https://github.com/obra/superpowers","updated_at":"2026-07-17T00:52:29+00:00","author_name":"obra","description":"An agentic skills framework & software development methodology that works.","github_forks":22913,"github_owner":"obra","github_stars":257155,"quality_score":100},{"name":"Canvas Design","rank":10,"slug":"anthropic-canvas-design","badge":"71/100 proven","score":77.2,"reason":"Promising agent evidence: 7 outcomes, 100% success, Agent Proven Score 71/100. 7 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add anthropics/skills --skill canvas-design","category":"design-creative","dimensions":{"fit":null,"quality":100,"freshness":75.4,"popularity":100,"agentEvidence":71,"installReadiness":100,"evidenceConfidence":65.8},"repository":"https://github.com/anthropics/skills/tree/main/skills/canvas-design","updated_at":"2026-09-10T19:44:11+00:00","author_name":"anthropics","description":"Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.","github_forks":21027,"github_owner":"anthropics","github_stars":177515,"quality_score":100},{"name":"Open Design","rank":11,"slug":"nexu-io-open-design","badge":"67/100 proven","score":72.9,"reason":"Early agent signal: 8 outcomes, 88% success, Agent Proven Score 67/100. 8 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add nexu-io/open-design","category":"agent-skills","dimensions":{"fit":null,"quality":100,"freshness":26.9,"popularity":98.9,"agentEvidence":67,"installReadiness":92,"evidenceConfidence":68.5},"repository":"https://github.com/nexu-io/open-design","updated_at":"2026-08-17T13:14:54+00:00","author_name":"nexu-io","description":"🎨 Local-first, open-source Claude Design alternative. 🖥️ Native desktop app. ⚡ 259+ Skills · ✨ 142+ Design Systems 🖼️ Web · desktop · mobile prototypes · slides · images · videos · HyperFrames 📦 Sandboxed preview · HTML/PDF/PPTX/MP4 export 🤖 Claude Code / OpenClaw / Codex / Cursor / OpenCode / Qwen / Copilot / Hermes / Kimi & 17+ CLIs.","github_forks":10182,"github_owner":"nexu-io","github_stars":88117,"quality_score":100},{"name":"Web Design Guidelines","rank":12,"slug":"vercel-web-design-guidelines","badge":"68/100 proven","score":73.2,"reason":"Promising agent evidence: 6 outcomes, 100% success, Agent Proven Score 68/100. 6 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add vercel-labs/agent-skills --skill web-design-guidelines","category":"design-creative","dimensions":{"fit":null,"quality":100,"freshness":48.9,"popularity":90,"agentEvidence":68,"installReadiness":100,"evidenceConfidence":62.7},"repository":"https://github.com/vercel-labs/agent-skills/tree/main/skills/web-design-guidelines","updated_at":"2026-08-28T13:36:31+00:00","author_name":"vercel-labs","description":"Review UI code for web interface guidelines, UX quality, accessibility, and interaction design best practices.","github_forks":2761,"github_owner":"vercel-labs","github_stars":31443,"quality_score":100},{"name":"Frontend Slides","rank":13,"slug":"zarazhangrui-frontend-slides","badge":"70/100 proven","score":70.1,"reason":"Promising agent evidence: 8 outcomes, 100% success, Agent Proven Score 70/100. 8 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add zarazhangrui/frontend-slides","category":"coding-agents","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":89.2,"agentEvidence":70,"installReadiness":100,"evidenceConfidence":56.5},"repository":"https://github.com/zarazhangrui/frontend-slides/blob/main/SKILL.md","updated_at":"2026-06-23T20:08:19+00:00","author_name":"zarazhangrui","description":"Create beautiful slides on the web using a coding agent's frontend skills","github_forks":2299,"github_owner":"zarazhangrui","github_stars":28772,"quality_score":100},{"name":"Apple Design","rank":14,"slug":"emilkowalski-apple-design","badge":"64/100 proven","score":68.4,"reason":"Early agent signal: 5 outcomes, 100% success, Agent Proven Score 64/100. 5 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills@latest add emilkowalski/skills","category":"design-creative","dimensions":{"fit":null,"quality":100,"freshness":34.6,"popularity":90.7,"agentEvidence":64,"installReadiness":100,"evidenceConfidence":53.2},"repository":"https://github.com/emilkowalski/skills/tree/main/skills/apple-design","updated_at":"2026-08-21T09:32:33+00:00","author_name":"Emil Kowalski","description":"Apple's approach to interface design and fluid, physical motion, translated for the web. Use when building or reviewing gesture-driven UI, spring animations, drag/swipe/sheet interactions, momentum and interruptible transitions, translucent materials and depth, typography (optical sizing, tracking, leading), reduced-motion, or the design foundations (feedback, spatial consistency, restraint) behind Apple-style interfaces.","github_forks":1926,"github_owner":"emilkowalski","github_stars":34452,"quality_score":100},{"name":"Andrej Karpathy Skills","rank":15,"slug":"multica-ai-andrej-karpathy-skills","badge":"63/100 proven","score":64.1,"reason":"Early agent signal: 5 outcomes, 100% success, Agent Proven Score 63/100. 5 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add multica-ai/andrej-karpathy-skills","category":"development","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":100,"agentEvidence":63,"installReadiness":87,"evidenceConfidence":47.2},"repository":"https://github.com/multica-ai/andrej-karpathy-skills","updated_at":"2026-04-20T10:05:04+00:00","author_name":"multica-ai","description":"A single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pitfalls.","github_forks":17868,"github_owner":"multica-ai","github_stars":175191,"quality_score":100},{"name":"Code Review","rank":16,"slug":"mattpocock-code-review","badge":"61/100 proven","score":64.7,"reason":"Early agent signal: 4 outcomes, 100% success, Agent Proven Score 61/100. 4 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add mattpocock/skills --skill code-review","category":"coding-agents","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":100,"agentEvidence":61,"installReadiness":100,"evidenceConfidence":49},"repository":"https://github.com/mattpocock/skills/tree/main/skills/engineering/code-review","updated_at":"2026-07-13T13:39:09+00:00","author_name":"Matt Pocock","description":"Review a branch or diff against repository standards and the originating spec in two independent analysis passes.","github_forks":14527,"github_owner":"mattpocock","github_stars":168580,"quality_score":100},{"name":"Crawlee","rank":17,"slug":"apify-crawlee","badge":"59/100 proven","score":66.7,"reason":"Early agent signal: 6 outcomes, 83% success, Agent Proven Score 59/100. 6 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add apify/crawlee","category":"browser-automation","dimensions":{"fit":null,"quality":100,"freshness":74.8,"popularity":88.2,"agentEvidence":59,"installReadiness":92,"evidenceConfidence":50.7},"repository":"https://github.com/apify/crawlee","updated_at":"2026-09-10T12:55:19+00:00","author_name":"apify","description":"Crawlee—A web scraping and browser automation library for Node.js to build reliable crawlers. In JavaScript and TypeScript. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with Puppeteer, Playwright, Cheerio, JSDOM, and raw HTTP. Both headful and headless mode. With proxy rotation.","github_forks":1664,"github_owner":"apify","github_stars":25731,"quality_score":100},{"name":"stop-slop","rank":18,"slug":"hardikpandya-stop-slop","badge":"57/100 proven","score":65.4,"reason":"Early agent signal: 5 outcomes, 80% success, Agent Proven Score 57/100. 5 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add hardikpandya/stop-slop --skill stop-slop","category":"productivity","dimensions":{"fit":null,"quality":100,"freshness":58.5,"popularity":84.2,"agentEvidence":57,"installReadiness":92,"evidenceConfidence":53.2},"repository":"https://github.com/hardikpandya/stop-slop/blob/main/SKILL.md","updated_at":"2026-09-02T08:42:24.869012+00:00","author_name":"hardikpandya","description":"Eliminates predictable AI writing patterns from prose while preserving specific meaning and reader trust.","github_forks":0,"github_owner":"hardikpandya","github_stars":16263,"quality_score":100},{"name":"Anthropic Brand Guidelines","rank":19,"slug":"anthropic-brand-guidelines","badge":"57/100 proven","score":65.4,"reason":"Early agent signal: 3 outcomes, 100% success, Agent Proven Score 57/100. 3 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add anthropics/skills --skill brand-guidelines","category":"design-creative","dimensions":{"fit":null,"quality":100,"freshness":75.4,"popularity":100,"agentEvidence":57,"installReadiness":100,"evidenceConfidence":43.9},"repository":"https://github.com/anthropics/skills/tree/main/skills/brand-guidelines","updated_at":"2026-09-10T19:44:11+00:00","author_name":"anthropics","description":"Apply Anthropic official brand colors, typography, and visual standards to appropriate Anthropic-related artifacts.","github_forks":21027,"github_owner":"anthropics","github_stars":177515,"quality_score":100},{"name":"Understand Anything","rank":20,"slug":"egonex-ai-understand-anything","badge":"57/100 proven","score":61.5,"reason":"Early agent signal: 3 outcomes, 100% success, Agent Proven Score 57/100. 3 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add Egonex-AI/Understand-Anything","category":"rag-knowledge","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":97.5,"agentEvidence":57,"installReadiness":100,"evidenceConfidence":43.9},"repository":"https://github.com/Egonex-AI/Understand-Anything","updated_at":"2026-07-18T14:04:28+00:00","author_name":"Egonex-AI","description":"Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. 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AI 自动路由 + 按需自举工具链 + 自动进化经验库 | 支持 Claude Code / Kiro / Cursor / Cline 等代码 AI 客户端","github_forks":3465,"github_owner":"zhaoxuya520","github_stars":25600,"quality_score":100},{"name":"Dashi Ppt Skill","rank":26,"slug":"chuspeeism-dashi-ppt-skill","badge":"47/100 proven","score":53.2,"reason":"Needs agent review: 3 outcomes, 67% success, Agent Proven Score 47/100. 3 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add chuspeeism/dashi-ppt-skill","category":"presentation","dimensions":{"fit":null,"quality":96,"freshness":0,"popularity":74.4,"agentEvidence":47,"installReadiness":92,"evidenceConfidence":37.9},"repository":"https://github.com/chuspeeism/dashi-ppt-skill","updated_at":"2026-07-30T14:02:33+00:00","author_name":"chuspeeism","description":"AI agent skill for generating browser-editable presentations with multiple visual themes and export to HTML, PDF, and PPTX.","github_forks":497,"github_owner":"chuspeeism","github_stars":5222,"quality_score":100},{"name":"Humanizer","rank":27,"slug":"blader-humanizer","badge":"50/100 proven","score":54.9,"reason":"Early agent signal: 2 outcomes, 100% success, Agent Proven Score 50/100. 2 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add blader/humanizer --skill humanizer","category":"productivity","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":91.5,"agentEvidence":50,"installReadiness":100,"evidenceConfidence":31.3},"repository":"https://github.com/blader/humanizer/blob/main/SKILL.md","updated_at":"2026-06-07T23:28:05+00:00","author_name":"blader","description":"Rewrites AI-sounding text so it reads naturally while preserving every factual claim and matching the writer's voice.","github_forks":2288,"github_owner":"blader","github_stars":37414,"quality_score":100},{"name":"Shuohao Skills","rank":28,"slug":"eternityspring-shuohao-skills","badge":"50/100 proven","score":54.8,"reason":"Early agent signal: 2 outcomes, 100% success, Agent Proven Score 50/100. 2 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add eternityspring/shuohao-skills","category":"design-creative","dimensions":{"fit":null,"quality":100,"freshness":24.9,"popularity":63.9,"agentEvidence":50,"installReadiness":100,"evidenceConfidence":31.3},"repository":"https://github.com/eternityspring/shuohao-skills","updated_at":"2026-08-16T13:07:46+00:00","author_name":"eternityspring","description":"A collection of agent skills for AI short-drama production, covering character bibles, outlines, art bibles, scripts, and storyboards, designed for Claude Code and Codex.","github_forks":181,"github_owner":"eternityspring","github_stars":1566,"quality_score":100},{"name":"Academic Research Skills","rank":29,"slug":"imbad0202-academic-research-skills","badge":"50/100 proven","score":53.9,"reason":"Early agent signal: 2 outcomes, 100% success, Agent Proven Score 50/100. 2 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add Imbad0202/academic-research-skills","category":"research","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":91.7,"agentEvidence":50,"installReadiness":87,"evidenceConfidence":31.3},"repository":"https://github.com/Imbad0202/academic-research-skills","updated_at":"2026-07-18T07:39:21+00:00","author_name":"Imbad0202","description":"Academic Research Skills for Claude Code: research → write → review → revise → finalize","github_forks":3109,"github_owner":"Imbad0202","github_stars":38374,"quality_score":100},{"name":"Obsidian Second Brain","rank":30,"slug":"eugeniughelbur-obsidian-second-brain","badge":"48/100 proven","score":55.9,"reason":"Early agent signal: 2 outcomes, 100% success, Agent Proven Score 48/100. 1 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add eugeniughelbur/obsidian-second-brain","category":"agent-frameworks","dimensions":{"fit":null,"quality":100,"freshness":57,"popularity":72.7,"agentEvidence":48,"installReadiness":100,"evidenceConfidence":31.3},"repository":"https://github.com/eugeniughelbur/obsidian-second-brain/blob/main/SKILL.md","updated_at":"2026-09-01T15:29:48+00:00","author_name":"eugeniughelbur","description":"Cross-CLI skill for Obsidian: turn your vault into a living AI-first second brain across Claude Code, Codex, Gemini, and OpenCode. 43 commands - 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quality.","install":"npx skills add zarazhangrui/frontend-slides","category":"coding-agents","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":89.2,"agentEvidence":67,"installReadiness":92,"evidenceConfidence":65},"repository":"https://github.com/zarazhangrui/frontend-slides/blob/main/SKILL.md","updated_at":"2026-06-23T20:08:19+00:00","author_name":"zarazhangrui","description":"Create beautiful slides on the web using a coding agent's frontend skills","github_forks":2299,"github_owner":"zarazhangrui","github_stars":28772,"quality_score":100},{"name":"Apple Design","rank":14,"slug":"emilkowalski-apple-design","badge":"69/100 proven","score":70.5,"reason":"Promising agent evidence: 7 outcomes, 100% success, Agent Proven Score 69/100. 7 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills@latest add 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In JavaScript and TypeScript. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with Puppeteer, Playwright, Cheerio, JSDOM, and raw HTTP. Both headful and headless mode. With proxy rotation.","github_forks":1664,"github_owner":"apify","github_stars":25731,"quality_score":100},{"name":"Anthropic Brand Guidelines","rank":20,"slug":"anthropic-brand-guidelines","badge":"57/100 proven","score":66.4,"reason":"Early agent signal: 3 outcomes, 100% success, Agent Proven Score 57/100. 3 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add anthropics/skills --skill brand-guidelines","category":"design-creative","dimensions":{"fit":null,"quality":100,"freshness":95.3,"popularity":100,"agentEvidence":57,"installReadiness":100,"evidenceConfidence":43.9},"repository":"https://github.com/anthropics/skills/tree/main/skills/brand-guidelines","updated_at":"2026-10-09T18:45:52+00:00","author_name":"anthropics","description":"Apply Anthropic official brand colors, typography, and visual standards to appropriate Anthropic-related artifacts.","github_forks":21347,"github_owner":"anthropics","github_stars":180366,"quality_score":100},{"name":"Figma Implement Design","rank":21,"slug":"figma-implement-design","badge":"57/100 proven","score":62.7,"reason":"Early agent signal: 3 outcomes, 100% success, Agent Proven Score 57/100. 3 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add openai/skills --skill figma-implement-design","category":"design-creative","dimensions":{"fit":null,"quality":100,"freshness":33.5,"popularity":88.9,"agentEvidence":57,"installReadiness":100,"evidenceConfidence":43.9},"repository":"https://github.com/openai/skills/tree/main/skills/.curated/figma-implement-design","updated_at":"2026-09-08T20:35:26+00:00","author_name":"openai","description":"Translate Figma designs into production-ready UI code with close visual fidelity and component-level detail.","github_forks":1917,"github_owner":"openai","github_stars":27985,"quality_score":100},{"name":"Understand Anything","rank":22,"slug":"egonex-ai-understand-anything","badge":"57/100 proven","score":61.5,"reason":"Early agent signal: 3 outcomes, 100% success, Agent Proven Score 57/100. 3 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add Egonex-AI/Understand-Anything","category":"rag-knowledge","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":97.5,"agentEvidence":57,"installReadiness":100,"evidenceConfidence":43.9},"repository":"https://github.com/Egonex-AI/Understand-Anything","updated_at":"2026-07-18T14:04:28+00:00","author_name":"Egonex-AI","description":"Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.","github_forks":6245,"github_owner":"Egonex-AI","github_stars":75065,"quality_score":100},{"name":"stop-slop","rank":23,"slug":"hardikpandya-stop-slop","badge":"46/100 proven","score":61.7,"reason":"Needs agent review: 6 outcomes, 67% success, Agent Proven Score 46/100. 6 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add hardikpandya/stop-slop --skill stop-slop","category":"productivity","dimensions":{"fit":null,"quality":100,"freshness":78.4,"popularity":84.2,"agentEvidence":46,"installReadiness":84,"evidenceConfidence":56.7},"repository":"https://github.com/hardikpandya/stop-slop/blob/main/SKILL.md","updated_at":"2026-10-01T08:15:26.435365+00:00","author_name":"hardikpandya","description":"Eliminates predictable AI writing patterns from prose while preserving specific meaning and reader trust.","github_forks":0,"github_owner":"hardikpandya","github_stars":16263,"quality_score":100},{"name":"Seedance 2.0 Prompt Writing","rank":24,"slug":"seedance-prompt-en","badge":"51/100 proven","score":58.7,"reason":"Early agent signal: 2 outcomes, 100% success, Agent Proven Score 51/100. 2 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add dexhunter/seedance2-skill --skill seedance-prompt-en","category":"design-creative","dimensions":{"fit":null,"quality":100,"freshness":55.3,"popularity":72.6,"agentEvidence":51,"installReadiness":100,"evidenceConfidence":37.3},"repository":"https://github.com/dexhunter/seedance2-skill/tree/main","updated_at":"2026-09-19T18:18:50+00:00","author_name":"dexhunter","description":"Write precise Seedance 2.0 prompts for multimodal video, camera movement, editing, music, and product storytelling.","github_forks":344,"github_owner":"dexhunter","github_stars":4244,"quality_score":100},{"name":"Marketingskills","rank":25,"slug":"coreyhaines31-marketingskills","badge":"51/100 proven","score":56.9,"reason":"Early agent signal: 2 outcomes, 100% success, Agent Proven Score 51/100. 2 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add coreyhaines31/marketingskills","category":"development","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":92.2,"agentEvidence":51,"installReadiness":100,"evidenceConfidence":37.3},"repository":"https://github.com/coreyhaines31/marketingskills","updated_at":"2026-07-16T19:07:40+00:00","author_name":"coreyhaines31","description":"Marketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analytics, and growth engineering.","github_forks":6411,"github_owner":"coreyhaines31","github_stars":40608,"quality_score":100},{"name":"Aaron Marketing Skills","rank":26,"slug":"aaron-he-zhu-aaron-marketing-skills","badge":"51/100 proven","score":55.7,"reason":"Early agent signal: 2 outcomes, 100% success, Agent Proven Score 51/100. 2 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add aaron-he-zhu/aaron-marketing-skills","category":"productivity","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":68.2,"agentEvidence":51,"installReadiness":100,"evidenceConfidence":37.3},"repository":"https://github.com/aaron-he-zhu/aaron-marketing-skills","updated_at":"2026-08-13T12:57:52+00:00","author_name":"aaron-he-zhu","description":"A comprehensive set of 38 marketing skills and 5 commands for Claude Code covering SEO/GEO and influencer marketing with evaluation frameworks.","github_forks":347,"github_owner":"aaron-he-zhu","github_stars":2578,"quality_score":100},{"name":"Reverse Skill","rank":27,"slug":"zhaoxuya520-reverse-skill","badge":"47/100 proven","score":54.4,"reason":"Needs agent review: 3 outcomes, 67% success, Agent Proven Score 47/100. 3 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add zhaoxuya520/reverse-skill","category":"development","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":88.2,"agentEvidence":47,"installReadiness":92,"evidenceConfidence":37.9},"repository":"https://github.com/zhaoxuya520/reverse-skill","updated_at":"2026-08-16T12:41:00+00:00","author_name":"zhaoxuya520","description":"Reverse Engineering / Authorized Penetration Testing / Security Research Skill Router Pack AI-powered routing + On-demand toolchain bootstrapping + Self-evolving knowledge base  Supports Claude Code, Kiro, Cursor, Cline, and other AI coding clients 逆向/渗透/安全技能路由包 - AI 自动路由 + 按需自举工具链 + 自动进化经验库 | 支持 Claude Code / Kiro / Cursor / Cline 等代码 AI 客户端","github_forks":3465,"github_owner":"zhaoxuya520","github_stars":25600,"quality_score":100},{"name":"Dashi Ppt Skill","rank":28,"slug":"chuspeeism-dashi-ppt-skill","badge":"47/100 proven","score":53.2,"reason":"Needs agent review: 3 outcomes, 67% success, Agent Proven Score 47/100. 3 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add chuspeeism/dashi-ppt-skill","category":"presentation","dimensions":{"fit":null,"quality":96,"freshness":0,"popularity":74.4,"agentEvidence":47,"installReadiness":92,"evidenceConfidence":37.9},"repository":"https://github.com/chuspeeism/dashi-ppt-skill","updated_at":"2026-07-30T14:02:33+00:00","author_name":"chuspeeism","description":"AI agent skill for generating browser-editable presentations with multiple visual themes and export to HTML, PDF, and PPTX.","github_forks":497,"github_owner":"chuspeeism","github_stars":5222,"quality_score":100},{"name":"Humanizer","rank":29,"slug":"blader-humanizer","badge":"50/100 proven","score":54.9,"reason":"Early agent signal: 2 outcomes, 100% success, Agent Proven Score 50/100. 2 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add blader/humanizer --skill humanizer","category":"productivity","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":91.5,"agentEvidence":50,"installReadiness":100,"evidenceConfidence":31.3},"repository":"https://github.com/blader/humanizer/blob/main/SKILL.md","updated_at":"2026-06-07T23:28:05+00:00","author_name":"blader","description":"Rewrites AI-sounding text so it reads naturally while preserving every factual claim and matching the writer's voice.","github_forks":2288,"github_owner":"blader","github_stars":37414,"quality_score":100},{"name":"Hallmark","rank":30,"slug":"nutlope-hallmark","badge":"50/100 proven","score":54.8,"reason":"Early agent signal: 2 outcomes, 100% success, Agent Proven Score 50/100. 2 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add Nutlope/hallmark","category":"development","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":88.9,"agentEvidence":50,"installReadiness":100,"evidenceConfidence":31.3},"repository":"https://github.com/Nutlope/hallmark/tree/main/skills/hallmark","updated_at":"2026-08-06T16:19:18+00:00","author_name":"Nutlope","description":"Anti-AI-slop design skill for Claude Code, Cursor, and Codex.","github_forks":1419,"github_owner":"Nutlope","github_stars":27701,"quality_score":100}],"source_counts":{"skills":1442,"event_skills":1000,"outcome_skills":228,"recent_event_skills":1000}},{"ranking_slug":"proven-agent-usage","snapshot_date":"2026-10-13","generated_at":"2026-10-13T02:55:03.294+00:00","methodology_version":"ranking-v4-dimensions-2026-08","item_count":30,"items":[{"name":"mono-color","rank":1,"slug":"yanliudesign-mono-color-skill","badge":"80/100 proven","score":82.8,"reason":"Promising agent evidence: 45 outcomes, 100% success, Agent Proven Score 80/100. 45 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add yanliudesign/mono-color-skill --skill mono-color","category":"research","dimensions":{"fit":null,"quality":100,"freshness":15.8,"popularity":65.7,"agentEvidence":80,"installReadiness":90,"evidenceConfidence":94},"repository":"https://github.com/yanliudesign/mono-color-skill/blob/main/SKILL.md","updated_at":"2026-09-01T00:50:13+00:00","author_name":"yanliudesign","description":"Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. 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captions.","github_forks":334,"github_owner":"Alisa0808","github_stars":2207,"quality_score":100},{"name":"Frontend Design","rank":3,"slug":"anthropic-frontend-design","badge":"70/100 proven","score":82.1,"reason":"Promising agent evidence: 58 outcomes, 93% success, Agent Proven Score 70/100. 58 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add anthropics/skills --skill frontend-design","category":"design-creative","dimensions":{"fit":null,"quality":100,"freshness":93.3,"popularity":100,"agentEvidence":70,"installReadiness":68,"evidenceConfidence":94},"repository":"https://github.com/anthropics/skills/tree/main/skills/frontend-design","updated_at":"2026-10-09T18:45:52+00:00","author_name":"anthropics","description":"Guidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product interfaces.","github_forks":21401,"github_owner":"anthropics","github_stars":180553,"quality_score":100},{"name":"Canvas 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tt-a1i/archify","category":"agent-skills","dimensions":{"fit":null,"quality":100,"freshness":22.9,"popularity":93.5,"agentEvidence":75,"installReadiness":90,"evidenceConfidence":78.5},"repository":"https://github.com/tt-a1i/archify/tree/main/archify","updated_at":"2026-09-04T13:17:55+00:00","author_name":"tt-a1i","description":"Any agent Skill: generate beautiful architecture diagrams with dark/light theme toggle and PNG/JPEG/WebP/SVG export","github_forks":3046,"github_owner":"tt-a1i","github_stars":47183,"quality_score":100},{"name":"unslop","rank":8,"slug":"cursor-unslop","badge":"75/100 proven","score":80.5,"reason":"Promising agent evidence: 13 outcomes, 100% success, Agent Proven Score 75/100. 13 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add cursor/plugins --skill 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op7418/guizang-ppt-skill","category":"agent-skills","dimensions":{"fit":null,"quality":100,"freshness":4.9,"popularity":87.9,"agentEvidence":74,"installReadiness":100,"evidenceConfidence":76},"repository":"https://github.com/op7418/guizang-ppt-skill/blob/main/SKILL.md","updated_at":"2026-08-26T13:12:20+00:00","author_name":"op7418","description":"AI-agent Skill for generating polished HTML slide decks: editorial magazine and Swiss layouts, image prompts, social covers, and a WebGL/low-power presentation runtime.","github_forks":1770,"github_owner":"op7418","github_stars":24929,"quality_score":100},{"name":"Webapp Testing","rank":10,"slug":"anthropic-webapp-testing","badge":"74/100 proven","score":80.7,"reason":"Promising agent evidence: 9 outcomes, 100% success, Agent Proven Score 74/100. 9 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills add anthropics/skills --skill 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obra/superpowers","category":"agent-skills","dimensions":{"fit":null,"quality":100,"freshness":0,"popularity":100,"agentEvidence":69,"installReadiness":92,"evidenceConfidence":72.7},"repository":"https://github.com/obra/superpowers","updated_at":"2026-07-17T00:52:29+00:00","author_name":"obra","description":"An agentic skills framework & software development methodology that works.","github_forks":22913,"github_owner":"obra","github_stars":257155,"quality_score":100},{"name":"Apple Design","rank":12,"slug":"emilkowalski-apple-design","badge":"71/100 proven","score":72.1,"reason":"Promising agent evidence: 8 outcomes, 100% success, Agent Proven Score 71/100. 8 install attempts, 0 risk blocks, and excellent quality.","install":"npx skills@latest add 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