Prompt Engineering Repo

Overview

This repository collects various prompt engineering templates for LLMs. Prompts are categorized (archived, current, in-progress) with raw files in prompts/. Detailed explanations live in docs/. Assets (e.g., images) are in assets/.

Focus: General-use, analysis, reasoning, and coding prompts. Contributions welcome!

Repo Structure

• assets/: Images and visuals (e.g., diagrams).
• docs/: Explanations and guides (e.g., when to use prompts).
• prompts/:
  • archived/: Older or deprecated prompts (e.g., AI tutor variants).
  • current/: Active, ready-to-use prompts (e.g., general.md).
  • in-progress/: Drafts/experiments (e.g., vanilla coding variants).

Available Prompts

Current Prompts

• hqrn_v1.0.md: HoloFractal Quantum Reasoning Nexus (creative/exploratory).
• vanilla_reasoning_v2.3.3.md: 8-step cycle for rigorous reasoning.
• vanilla_coding_v2.0.3.md: Structured coding framework with Git/TDD.
• vanilla_coding_v1.4.md: Experimental coding variant with context-gathering loop "bug/feature".
• prompt_analysis.md: Analyzes other prompts for improvements.

In-Progress Prompts

• N/A: Prompts in-progress are currently remaining local to my own use until I'm ready to share them.

Documentation

• reasoning-frameworks.md: Details on various reasoning prompts, such as HQRN and Cognitive Cycle (Vanilla Reasoning prompts).
• coding-frameworks.md: Details on various coding prompts, such as Vanilla Coding variants (including v1.4 bug doc).

Getting Started

1. Copy a prompt from prompts/ into your LLM interface (e.g., as system prompt).
2. Read docs for guidance on when/how to use.
3. For development: Clone repo, add new prompts to prompts/in-progress/, then move to current when ready.

Contributing

• Add new prompts via PR to prompts/in-progress/.
• Suggest docs updates for explanations.
• Follow structure for consistency.

Last updated: July 13, 2025