recursive-meta-prompting
CommunityIterative prompt refinement with unified syntax.
Software Engineering#convergence#meta-prompting#monad#Kleisli#prompt-refinement#comonad#recursive-prompting
Authormanutej
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Recursive meta-prompting enables reliable, iterative improvements to prompts by applying a unified categorical syntax, ensuring convergence toward high-quality outputs.
Core Features & Use Cases
- Monadic refinement: Applies Kleisli composition to chain refinement steps with defined quality gates.
- Comonadic context: Tracks history and context to guide future improvements.
- Convergence guarantees: Fixed-point semantics deliver stable prompts when quality targets are met.
- Use Case: Build feature prompts that iteratively refine requirements and design until a target quality is achieved.
Quick Start
Use the RMP CLI to begin iterative refinement: /rmp @mode:iterative @quality:0.85 [analyze>=>design>=>implement] "build feature"
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 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: recursive-meta-prompting Download link: https://github.com/manutej/categorical-meta-prompting/archive/main.zip#recursive-meta-prompting Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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