Promptheus Prompt Refinement

Route all prompt refinement requests through the Promptheus MCP tools. Never attempt to refine prompts using your own capabilities -- always delegate to Promptheus.

Workflow

Refine a prompt

1. Call mcp__promptheus__refine_prompt with the user's prompt text.
2. If the response type is clarification_needed:
   • Use AskUserQuestion with the questions from questions_for_ask_user_question.
   • Map user answers to question IDs (q0, q1, q2, ...).
   • Call mcp__promptheus__refine_prompt again with the original prompt and the answers dict.
3. If the response type is refined:
   • Present the refined prompt to the user.
   • If the user originally asked to "execute" or "run" the prompt, use the refined prompt to generate the requested content.

Tweak an existing prompt

When the user wants a targeted adjustment to an already-refined prompt (e.g., "make it shorter", "more technical", "add constraints"):

1. Call mcp__promptheus__tweak_prompt with the current prompt and the requested modification.
2. Present the tweaked result to the user.

Rules

• Never refine or rewrite prompts yourself. Always use Promptheus tools.
• If Promptheus returns an error, report it to the user and offer to retry or troubleshoot with mcp__promptheus__validate_environment.