Visual skill foundry for agents

Teach your agent what good looks like.

Turn a purpose and a handful of visual references into a tested, reusable skill. Your agent learns the pattern, proves it on a real task, then packages it for the next one.

Build your first skill

A short path from taste to tool.

CatThatCopies gives the fuzzy parts of creative work a concrete handoff.

Describe the job

Say what the skill receives, what it should make, and what success means.

Pin the references

Choose the images that carry the composition, texture, palette, and recurring ideas.

Prove the pattern

Your connected agent runs one representative task. You keep refining until the real output passes.

Not a prompt. A pattern with receipts.

References are inspected, attached to generation, and checked against the result. The final skill carries the rules that survived a real test.

  • Top references stay traceable by checksum
  • The actual output is shown beside the actual input
  • Feedback becomes the next build request

Publish once. Reuse anywhere your agent works.

Approved builds become immutable versions in your private MCP library. Copy the skill URI or download the portable ZIP when you need it elsewhere.

SKILL.md · references · manifest · immutable checksum

Your agent can copy the pattern without copying your guesswork.

Bring the purpose. Bring the references. Leave with a skill you have already seen work.

Open CatThatCopies