Paste this prompt into Claude, ChatGPT, Gemini, or Copilot. It knows the whole CLI, the spec.json schema, the K-score gates, and the export targets. Tell the AI what you want to build. It returns the spec and the commands to run.
Claude, ChatGPT, Gemini, and Copilot are third-party assistants. This is not a kolm integration with any of them. It is a prompt we wrote that primes the assistant with the kolm CLI verbs, the spec.json schema, and a few worked examples. Paste it, describe your task, and the assistant returns the spec and commands. You still run kolm train on your own machine.
The assistant has not run your inputs. It does not know your real evaluation data. It will guess at the regex patterns and the K-score. The compile gate is what verifies. If the K-score comes in under 0.85, the gate refuses to ship the artifact. That is the right behavior. Iterate on the spec or the eval cases until the gate passes.
You do not need one to ask the AI to draft a spec.json. You will need one to compile and run. Free tier gives you 10,000 calls per month.