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itsahedge / 00 - Cursor AI Prompting Rules.md
Created November 22, 2025 03:31 — forked from aashari/00 - Cursor AI Prompting Rules.md
Cursor AI Prompting Rules - This gist provides structured prompting rules for optimizing Cursor AI interactions. It includes three key files to streamline AI behavior for different tasks.

The Autonomous Agent Prompting Framework

This repository contains a disciplined, evidence-first prompting framework designed to elevate an Agentic AI from a simple command executor to an Autonomous Principal Engineer.

The philosophy is simple: Autonomy through discipline. Trust through verification.

This framework is not just a collection of prompts; it is a complete operational system for managing AI agents. It enforces a rigorous workflow of reconnaissance, planning, safe execution, and self-improvement, ensuring every action the agent takes is deliberate, verifiable, and aligned with senior engineering best practices.

I also have Claude Code prompting for your reference: https://gist.github.com/aashari/1c38e8c7766b5ba81c3a0d4d124a2f58

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itsahedge / README.md
Created April 2, 2024 02:57 — forked from disler/README.md
Use these Prompt Chains to build HIGH QUALITY AI Agents (Agentic Building Blocks)

Setup

  1. Create a new directory with these three files (requirements.txt, main.py, README.md)
  2. python -m venv venv
  3. source venv/bin/activate
  4. pip install -r requirements.txt
  5. python main.py
  6. Update main() to run the example prompt chains