How skills get here

SkillHub lists 1,182 agent skills, selected from a review of the 4,356 most downloaded skills.

Listed1,182An agent review judged it useful to people looking for skills.
Disqualified2,251Not listed: an agent review turned it down, or a script found its SKILL.md can't be read on GitHub.
By agent1,971An agent review read the skill's whole SKILL.md, not only its description, and judged it not useful to people looking for skills.
Tool docs1,383A manual for one product, framework, cloud or language, such as a cloud's CLI or a framework's best practices. It only matters once you've chosen the product. A skill that gets a job done through a tool, such as testing, scraping or generating media, isn't tool docs.
Vendor paid service96A skill whose job runs on one vendor's paid service, such as its API or cloud, so it only works with an account there. It reads as an ad for the service, whoever publishes it. A workflow where the agent does the job and a paid service supplies one part isn't one, nor is a free tool that runs on your machine, even when its maker also sells a cloud.
Not in English249Its SKILL.md isn't in English.
Copies109A skill republished under another name, or listed twice, such as under its repo's old name.
Retired55Its SKILL.md points to a replacement.
Other reasons79It only works inside one company's codebase or brand, does nothing for whoever installs it, or does something you wouldn't want, such as installing dozens of other skills without asking or removing the watermarks that mark images as AI-generated.
By script280A script found the skill's SKILL.md can't be read on GitHub, so there's nothing for an agent review to judge.
SKILL.md gone from its repo249Its repo no longer has its SKILL.md, such as after deleting or moving it. A listed skill whose SKILL.md goes comes off the list.
Not on GitHub31It's hosted somewhere other than GitHub, where SkillHub reads each SKILL.md and follows its changes.
Under the minimum installs or stars907It has fewer than 5,000 installs, or its repo fewer than 100 stars. It gets an agent review once it has both.
Waiting for agent review16It has the minimum installs and stars, or it's by an author SkillHub lists every skill of, and is next in line for an agent review.
Reviewed4,356Every skill SkillHub found on skills.sh. Each was reviewed at least on its installs, from skills.sh, and its repo's stars, from GitHub.

As of Nov 9, 2026.

Agent review

When SkillHub's agent reviews a skill, it adds:

Bundles

A bundle is skills of one repo that are meant to be installed and used together, such as the steps of a workflow: one writes a spec, the next turns it into tickets, another implements them. A repo that only collects unrelated skills isn't a bundle. SkillHub has 37.

Weekly Growth

How fast a skill's downloads grow: its average weekly downloads of the last 2 against its average weekly downloads of the 4 before. Only for skills with at least 1,000 downloads a week, and at least 100 in each of the last 7 weeks.

Up-to-date

SkillHub follows each listed skill's SKILL.md in its repo. A skill's page says when its SKILL.md has changed since its TL;DR was written.