Individual skill
prompt-engineer
Transforms user prompts into optimized prompts using frameworks (RTF, RISEN, Chain of Thought, RODES, Chain of Density, RACE, RISE, STAR, SOAP, CLEAR, GROW)
skills/prompt-engineer/SKILL.md
Source commit 785befcaceec439b3b60313837c1cc9a1f1a916f
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- Last checked
- Nov 5, 2026
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- 470
- Repository last updated
- Nov 8, 2026
- License
- MIT
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- prompt-engineering Declared skill tag
- optimization Declared skill tag
- frameworks Declared skill tag
- ai-enhancement Declared skill tag
- engineering Derived category
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## 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 maximize Claude/ChatGPT output quality.
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