meta-prompting
CommunitySystematically improve LLM outputs
Software Engineering#prompt engineering#ai development#complexity analysis#meta-cognition#llm optimization#iterative refinement
AuthorHermeticOrmus
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill addresses the challenge of generating high-quality, iterative outputs from LLMs by providing a structured framework for prompt improvement and complexity routing.
Core Features & Use Cases
- Recursive Prompt Improvement: Automatically refines prompts based on previous outputs and quality assessments.
- Complexity Routing: Adapts strategies based on task complexity (simple, medium, complex).
- Context Extraction: Learns from each iteration to inform subsequent steps.
- Quality Assessment: Scores outputs to guide the iteration process.
- Use Case: When developing complex code or detailed documentation, this Skill ensures that each iteration builds upon the last, leading to a more robust and accurate final product than a single-shot prompt.
Quick Start
Use the meta-prompting skill to improve the output for writing a function to validate email addresses.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: meta-prompting Download link: https://github.com/HermeticOrmus/hermetic-claude/archive/main.zip#meta-prompting Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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