Individual skill
prompt-enhancer
Refines vague, unstructured user prompts into clear, constraint-driven prompts with explicit formats and rules.
skills/productivity/prompt-enhancer/SKILL.md
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- Last checked
- Nov 5, 2026
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- Repository last updated
- Aug 20, 2026
- License
- MIT
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- claude-code Repository topic
- ai Repository topic
- ai-agents Repository topic
- ai-coding Repository topic
- ai-skill Repository topic
- ai-skill-enhancement Repository topic
- ai-skills Repository topic
- ai-skills-analysis Repository topic
- ai-skills-fest Repository topic
- ai-skills-manager Repository topic
- engineering Derived category
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README.mddoc · 574 bytesSKILL.mdcore · 1,522 bytesexamples/example.mddoc · 1,104 bytes
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## Purpose
Transform loose, ambiguous, or incomplete user requests into high-precision, constraint-driven prompts with explicit roles, context requirements, step-by-step reasoning directives, output schemas, and boundary rules.
## When to Use
- When an initial prompt produces hallucinated, generic, or off-target AI responses.
- Writing reusable prompt templates or system instructions for AI agent workflows.
- Refining complex coding or architectural prompts before executing them.
## What to Analyze
1. **Role & Persona**: Establish precise expertise level (e.g. "Senior Rust Systems Engineer").
2. **Context & Inputs**: Identify missing variables, code snippets, or environment specs.