Methodology
How we pick skills
SkillPicker finds the Agent Skills that fit the job. It organizes observed search demand into navigable topics and links each topic to the top Agent Skills — SKILL.md packages that an AI agent can load.
Observed demand
Topics come from search suggestions collected over time and merged into one evidence set. A topic is published only when it carries observed demand; its priority reflects that evidence, not an editorial preference.
How we rank
Every candidate is checked for relevance to the topic and ranked to help you choose: direct matches first, a cap on any single publisher, and notability slots. Reported installs are shown as a popularity signal.
Before you install
Every skill links to its source. Check the requirements and read the SKILL.md before you install.
For agents
Install find-skills-for-the-job instead of crawling this site to discover a topic. The skill includes the topic catalog: the English name, the Chinese name, the path, and how many skills are listed. It then opens that topic page and uses the order there. A listing means the skill matched the job. It is not a security review.
npx skills add geekfoxcharlie/find-skills-for-the-jobContact
SkillPicker is an independent project. For corrections or takedown requests, contact us through the project repository.