{"name":"best-skills: Daily-Updated Rankings for Top Agent Skills","description":"The LinklyAI/best-skills repository offers daily-updated rankings of the top 100 agent skills. It aggregates data on installs, growth, and social buzz from various platforms like skills.sh, ClawHub, Tencent SkillHub, GitHub, and X. This open-data project provides a comprehensive, cross-ecosystem view of agent skill performance, making it an invaluable resource for developers and researchers.","github":"https://github.com/LinklyAI/best-skills","url":"https://osrepos.com/repo/linklyai-best-skills","source":"osrepos.com","sourceDescription":"This repository profile is provided by osrepos.com, an open source repository discovery platform.","repositoryProfile":"https://osrepos.com/repo/linklyai-best-skills","generatedFor":"open source discovery and AI-assisted research","markdown":"https://osrepos.com/repo/linklyai-best-skills.md","json":"https://osrepos.com/repo/linklyai-best-skills.json","topics":["agent","agent-skills","ai-skills","ranking","open-data","github-data","skills-analytics"],"keywords":["agent","agent-skills","ai-skills","ranking","open-data","github-data","skills-analytics"],"stars":null,"summary":"The LinklyAI/best-skills repository offers daily-updated rankings of the top 100 agent skills. It aggregates data on installs, growth, and social buzz from various platforms like skills.sh, ClawHub, Tencent SkillHub, GitHub, and X. This open-data project provides a comprehensive, cross-ecosystem view of agent skill performance, making it an invaluable resource for developers and researchers.","content":"## Introduction\n\nThe `LinklyAI/best-skills` GitHub repository is a dynamic and essential resource for anyone interested in the rapidly evolving landscape of AI agent skills. It provides daily-updated rankings of the top 100 agent skills, meticulously aggregated from over 10 different platforms and communities, including `skills.sh`, `ClawHub`, `Tencent SkillHub`, GitHub, and X (formerly Twitter). This project aims to offer a unified, cross-ecosystem perspective on agent skill performance, covering installs, growth trends, and social buzz.\n\n## Why Use It & Key Features\n\nTraditional skill registries often operate in silos, providing insights only within their specific ecosystems. `best-skills` breaks down these barriers by merging diverse data sources into a single, comprehensive picture. This allows users to see global installs, China installs, and social mentions side-by-side for each skill, a capability unmatched by other ranking systems.\n\nKey features include:\n*   **Nine daily-refreshed rankings**: Covering categories like \"Best 100 (Worth-Installing Score)\", \"Top Installs\", \"Trending (7 days)\", \"Social Buzz\", and \"Rising Stars\".\n*   **Raw numbers preserved**: Every CSV file retains original per-platform counts, enabling verification and custom re-ranking.\n*   **Cross-platform insights**: Numbers are presented side-by-side, ranked by within-platform percentile composite, ensuring accurate comparisons without mixing incompatible metrics.\n*   **Open data**: All data and documentation are released under the CC BY 4.0 license, encouraging free use, republication, and building upon the dataset.\n\n## Data Access\n\nAccessing the daily updated rankings and raw data is straightforward. The repository organizes data into daily folders, with a `latest/` directory always pointing to the most recent day's information.\n\nTo get started, simply navigate to the `data/latest/` directory within the repository. Here, you'll find CSV files for all nine ranking lists, such as `best-100.csv`, `top-installs.csv`, and `social-buzz.csv`, ready for download and analysis. The repository also provides a live, interactive web preview of the rankings for easy exploration.\n\n## Examples\n\nHere's a glimpse into some of the rankings you can find:\n\n**? Best 100 (Worth-Installing Score)**\n(Preview from `best-100.csv`)\n| # | Skill | Vendor | WIS | Cov |\n|---|---|---|---|---|\n| 1 | [find-skills](https://www.skills.sh/vercel-labs/skills/find-skills){:target=\"_blank\"} | [vercel-labs](https://www.skills.sh/vercel-labs){:target=\"_blank\"} | 79.9 | C |\n| 2 | [agent-browser](https://www.skills.sh/vercel-labs/agent-browser/agent-browser){:target=\"_blank\"} | [vercel-labs](https://www.skills.sh/vercel-labs){:target=\"_blank\"} | 77.2 | C |\n| 3 | [frontend-design](https://www.skills.sh/anthropics/skills/frontend-design){:target=\"_blank\"} | [anthropics](https://www.skills.sh/anthropics){:target=\"_blank\"} | 72.6 | C |\n| 4 | [grill-me](https://www.skills.sh/mattpocock/skills/grill-me){:target=\"_blank\"} | [mattpocock](https://www.skills.sh/mattpocock){:target=\"_blank\"} | 67.4 | C |\n| 5 | [microsoft-foundry](https://www.skills.sh/microsoft/azure-skills/microsoft-foundry){:target=\"_blank\"} | [microsoft](https://www.skills.sh/microsoft){:target=\"_blank\"} | 67.1 | C |\n\n**? Top Installs (all ecosystems)**\n(Preview from `top-installs.csv`)\n| # | Skill | skills.sh | ClawHub | SkillHub CN |\n|---|---|---|---|---|\n| 1 | [find-skills](https://www.skills.sh/vercel-labs/skills/find-skills){:target=\"_blank\"} | 3,300,106 | — | — |\n| 2 | [self-improving-agent](https://clawhub.ai/pskoett/skills/self-improving-agent){:target=\"_blank\"} | — | 478,196 | 1,176,907 |\n| 3 | [grill-me](https://www.skills.sh/mattpocock/skills/grill-me){:target=\"_blank\"} | 1,085,176 | — | — |\n| 4 | find-skills | — | — | 922,608 |\n| 5 | [grill-with-docs](https://www.skills.sh/mattpocock/skills/grill-with-docs){:target=\"_blank\"} | 925,978 | — | — |\n\nFor the full Top 100 lists and more detailed rankings, explore the CSV files directly in the repository.\n\n## Links\n\nDive deeper into the `best-skills` project:\n*   **GitHub Repository**: [LinklyAI/best-skills](https://github.com/LinklyAI/best-skills){:target=\"_blank\"}\n*   **Live Interactive Rankings**: [Explore the live, interactive rankings](https://linkly.ai/skills){:target=\"_blank\"}\n*   **Attribution Guidelines**: [CC BY 4.0 License](https://creativecommons.org/licenses/by/4.0/){:target=\"_blank\"} (See how to attribute the data)\n*   **Follow on X**: [@BlueeonY](https://x.com/BlueeonY){:target=\"_blank\"}","metrics":{"detailViews":1,"githubClicks":2},"dates":{"published":null,"modified":"2026-09-08T15:07:25.000Z"}}