skills/smithery.ai/prompt-improver

prompt-improver

SKILL.md

Purpose

Transform vague, ambiguous prompts into rich, well-structured prompts. Uses Anthropic's prompt improvement capabilities when available, with graceful fallback to the current LLM.

How it works:

  1. User provides a vague prompt (e.g., "critique this doc")
  2. Skill improves the prompt using best available method
  3. Executes the improved prompt and returns results
  4. User sees the answer without seeing the improved prompt (unless flags are set)

Arguments

$PROMPT - The prompt to improve (required) $FEEDBACK - Optional feedback on what to improve (e.g., "Make it more detailed", "Add examples", "Focus on clarity") $TARGET_MODEL - Optional target model for the improved prompt (defaults to current model) $SYSTEM - Optional system prompt to improve alongside the user prompt

Installs
4
First Seen
Mar 27, 2026