ml-llm-prompt-template

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.