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HOW WE PICK

Taste in the picks.
Clarity in the details.

Source review, recorded outputs and agent compatibility are three separate questions.

1. Source & license reviewed

We check a recorded source revision, the distribution license and required notices, the skill instructions, requirements and permissions. Packages retain required notices and have a version, size and SHA-256 checksum. A source review is not a security audit or a promise that every command is safe.

2. Recorded result

A fixture application applies the workflow instructions to a stated example brief. A utility execution records a specific packaged tool running in a named environment. Each published record includes the input, actual output, observation date and limitations. Neither label means that an agent automatically discovered, installed or executed the skill.

Illustrative workflow artwork is a category visual. Illustrative text explains a possible task. Neither is evidence of a run. Fictional briefs and authored artifacts are identified in their examples; they do not establish commercial outcomes or customer endorsement.

3. Agent compatibility

  • Verified: a recorded test identifies the agent, environment and result for the specific workflow.
  • Upstream-reported: source documentation describes support, without an independent agent test.
  • Not verified: the workflow has not been confirmed in that agent. Standard folder paths are guidance, not a compatibility guarantee.

Check the current label on each installation tab. A skill name or matching folder format alone does not prove compatibility.

Before using a package

Inspect scripts and permissions, verify the ZIP checksum if needed, and use copies of important files. Agent subscriptions, local tools and external APIs can have separate costs. External providers may process your inputs under their own policies. Review outputs before publishing or executing them.

Use the safety checklist →

Rights, updates & corrections

SkillPick is an independent distributor. Original authors retain their rights; distribution does not imply endorsement. We review updates before publishing a replacement package. If a source, license, requirement or evidence record is wrong, we may correct the listing or withdraw the download.

Send a correction or rights request with the skill URL, the affected version and the evidence that needs review. Please omit credentials and private working files.

Methodology updated November 10, 2026. About SkillPick →