# best-skills: Daily-Updated Rankings for Top Agent Skills

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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
OSRepos URL: https://osrepos.com/repo/linklyai-best-skills

## 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.

## Topics

- agent
- agent-skills
- ai-skills
- ranking
- open-data
- github-data
- skills-analytics

## Repository Information

Last analyzed by OSRepos: Tue Sep 08 2026 16:07:25 GMT+0100 (Western European Summer Time)
Detail views: 1
GitHub clicks: 2

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## Content

## Introduction

The `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.

## Why Use It & Key Features

Traditional 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.

Key features include:
*   **Nine daily-refreshed rankings**: Covering categories like "Best 100 (Worth-Installing Score)", "Top Installs", "Trending (7 days)", "Social Buzz", and "Rising Stars".
*   **Raw numbers preserved**: Every CSV file retains original per-platform counts, enabling verification and custom re-ranking.
*   **Cross-platform insights**: Numbers are presented side-by-side, ranked by within-platform percentile composite, ensuring accurate comparisons without mixing incompatible metrics.
*   **Open data**: All data and documentation are released under the CC BY 4.0 license, encouraging free use, republication, and building upon the dataset.

## Data Access

Accessing 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.

To 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.

## Examples

Here's a glimpse into some of the rankings you can find:

**? Best 100 (Worth-Installing Score)**
(Preview from `best-100.csv`)
| # | Skill | Vendor | WIS | Cov |
|---|---|---|---|---|
| 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 |
| 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 |
| 3 | [frontend-design](https://www.skills.sh/anthropics/skills/frontend-design){:target="_blank"} | [anthropics](https://www.skills.sh/anthropics){:target="_blank"} | 72.6 | C |
| 4 | [grill-me](https://www.skills.sh/mattpocock/skills/grill-me){:target="_blank"} | [mattpocock](https://www.skills.sh/mattpocock){:target="_blank"} | 67.4 | C |
| 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 |

**? Top Installs (all ecosystems)**
(Preview from `top-installs.csv`)
| # | Skill | skills.sh | ClawHub | SkillHub CN |
|---|---|---|---|---|
| 1 | [find-skills](https://www.skills.sh/vercel-labs/skills/find-skills){:target="_blank"} | 3,300,106 | — | — |
| 2 | [self-improving-agent](https://clawhub.ai/pskoett/skills/self-improving-agent){:target="_blank"} | — | 478,196 | 1,176,907 |
| 3 | [grill-me](https://www.skills.sh/mattpocock/skills/grill-me){:target="_blank"} | 1,085,176 | — | — |
| 4 | find-skills | — | — | 922,608 |
| 5 | [grill-with-docs](https://www.skills.sh/mattpocock/skills/grill-with-docs){:target="_blank"} | 925,978 | — | — |

For the full Top 100 lists and more detailed rankings, explore the CSV files directly in the repository.

## Links

Dive deeper into the `best-skills` project:
*   **GitHub Repository**: [LinklyAI/best-skills](https://github.com/LinklyAI/best-skills){:target="_blank"}
*   **Live Interactive Rankings**: [Explore the live, interactive rankings](https://linkly.ai/skills){:target="_blank"}
*   **Attribution Guidelines**: [CC BY 4.0 License](https://creativecommons.org/licenses/by/4.0/){:target="_blank"} (See how to attribute the data)
*   **Follow on X**: [@BlueeonY](https://x.com/BlueeonY){:target="_blank"}