SKILL.md
Purpose
This skill transforms raw, unstructured user prompts into highly optimized prompts using established prompting frameworks. It analyzes user intent, identifies task complexity, and intelligently selects the most appropriate framework(s) to improve clarity. Output quality depends on the model and task and requires evaluation.
The skill operates in "magic mode" - it works silently behind the scenes, only interacting with users when clarification is critically needed. Users receive polished, ready-to-use prompts without technical explanations or framework jargon.
This is a universal skill that works in any terminal context, not limited to Obsidian vaults or specific project structures.
When to Use
Invoke this skill when:
- User provides a vague or generic prompt (e.g., "help me code Python")
- User has a complex idea but struggles to articulate it clearly
- User's prompt lacks structure, context, or specific requirements
- Task requires step-by-step reasoning (debugging, analysis, design)
- User needs a prompt for a specific AI task but doesn't know prompting frameworks
- User wants to improve an existing prompt's effectiveness
- User asks variations of "how do I ask AI to..." or "create a prompt for..."