madara88645/Compiler
A tool that compiles messy natural language prompts into a structured intermediate representation (IR) and optionally sends them to LLMs like ChatGPT for cleaner, more reliable responses.
This tool helps anyone working with AI language models to transform their initial, often messy, ideas into clear, structured instructions. You input a vague request in natural language, and it outputs optimized system prompts, user prompts, execution plans, and expanded prompts ready for use with LLMs like ChatGPT. It's designed for anyone who wants to get more reliable and consistent responses from AI.
Use this if you find yourself writing prompts for AI and want to ensure they are consistently clear, structured, and effective, especially for complex tasks.
Not ideal if you primarily need a simple chatbot interface for casual conversations without complex prompt engineering needs.
Stars
17
Forks
1
Language
Python
License
Apache-2.0
Category
Last pushed
Mar 12, 2026
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/prompt-engineering/madara88645/Compiler"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
Leonxlnx/agentic-ai-prompt-research
Research into how agentic AI coding assistants work — reconstructed prompt patterns, agent...
jefftriplett/files-to-claude-xml
Use XML tags for long context prompting using Claude's multi-document structure.
antonio0720/writing-intelligence
75 files. 76,327 words. The most advanced writing compiler ever open-sourced — now with a...
m727ichael/context-engineering
Information architecture for AI reasoning. PromptOS + HITL Context Engine. Copy, paste, use
yanzai-4/Contrix
Turn any LLM into a reliable local JSON API | Contract-first local LLM API builder for...