Prompt Cybernetics v2.0
CommunitySelf-improving prompt engineering.
Software Engineering#prompt engineering#self-improvement#AI#recursion#cybernetics#pattern optimization
AuthorAmitabhainArunachala
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill addresses the challenge of consistently generating high-quality prompts by enabling the AI to learn from its own execution history and dynamically adapt its prompting strategies.
Core Features & Use Cases
- Dynamic Recursion Depth: Adjusts prompt complexity based on task analysis.
- Real-time Drift Detection: Monitors execution to ensure alignment with the original intent.
- Pattern Evolution: Learns from feedback to improve prompt patterns over time.
- Auto-Integration: Seamlessly enhances subagent prompts with optimized patterns.
- Use Case: When designing a complex new AI framework, this Skill will automatically craft a multi-layered prompt that guides the AI through analysis, synthesis, and self-reflection, adapting its depth and patterns based on the task's inherent complexity.
Quick Start
Use the prompt-cybernetics-v2 skill to enhance the task 'Design a new AI framework'.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferencesassets
💻 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: Prompt Cybernetics v2.0 Download link: https://github.com/AmitabhainArunachala/clawd/archive/main.zip#prompt-cybernetics-v2-0 Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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