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

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	vercel-labs	79.9	C
2	agent-browser	vercel-labs	77.2	C
3	frontend-design	anthropics	72.6	C
4	grill-me	mattpocock	67.4	C
5	microsoft-foundry	microsoft	67.1	C

? Top Installs (all ecosystems)
(Preview from top-installs.csv)

#	Skill	skills.sh	ClawHub	SkillHub CN
1	find-skills	3,300,106	—	—
2	self-improving-agent	—	478,196	1,176,907
3	grill-me	1,085,176	—	—
4	find-skills	—	—	922,608
5	grill-with-docs	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
• Live Interactive Rankings: Explore the live, interactive rankings
• Attribution Guidelines: CC BY 4.0 License (See how to attribute the data)
• Follow on X: @BlueeonY