| name | ml-llm-prompt-template |
| description | Use when the user wants a production-grade prompt document for an ML or LLM service, including structured output contract, semantic rules, input variables, system prompt, and output examples. |
ML / LLM Prompt Template
Read:
../../../ML LLM Delivery Pipeline/09 Prompt Template.md
Use this skill when documenting a production prompt as an operational artifact,
not just drafting prompt text ad hoc.
Cover
- purpose of the prompt stage
- production standards
- output model
- JSON schema or structured output contract
- semantic rules
- input variables
- recommended system prompt
- examples and negative examples
Guardrails
- Tie the prompt to an explicit schema.
- Record allow-lists, refusal rules, and output constraints.
- Treat prompt changes as versioned production changes, not casual edits.