prompt-enhancer
SkillAI & modelsRefines vague, unstructured user prompts into clear, constraint-driven prompts with explicit formats and rules.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the prompt-enhancer skill
What this skill tells your AI
The instructions your AI receives, as published by codebygarv/ai-skills in skills/productivity/prompt-enhancer/SKILL.md and read by ahel’s review.
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
- Role & Persona: Establish precise expertise level (e.g. "Senior Rust Systems Engineer").
- Context & Inputs: Identify missing variables, code snippets, or environment specs.
- Explicit Constraints: Negative rules (what NOT to do) and boundary constraints.
- Step-by-Step Directives: Breaking multi-faceted tasks into ordered execution steps.
- Output Format & Schema: Defining the exact structure (JSON schema, markdown headings, code-only).
Output Format
- Enhanced Prompt: Ready-to-use structured prompt using standard tagging or markdown.
- Key Improvements Explained: Why each constraint was added.
- Recommended Variables: Placeholders for dynamic inputs.
Avoid
- Overloading prompts with conversational filler phrases.
- Omitting negative constraints (which lead to unwanted verbosity or disclaimers).
Signals
- GitHub stars
- 25
- Forks
- 1
- Last commit
- Aug 2026
Advanced
- Catalog kind
- skill
- Gateway key
prompt-enhancer- Source
- github.com/codebygarv/ai-skills