README.md

LLM Prompt Library

Battle‑tested prompt templates & dev‑scripts for every major LLM.

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⚡ Quick peek

• Live demo → https://abilzerian.github.io/LLM-Prompt-Library/
  Zero-JS until you open the page; the prompt list is rendered client-side from prompts/INDEX.md.

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✨ Prompt catalogue (live)

Category	Prompts	Example links
Writing & Editing	15	Accuracy Confirmation • Proofread
Programming	15	AWS Architect • UnstructuredText → JSON
Prompt Generation	7	Prompt Creator • DALL‑E
Medical	3	Cognitive Bias Assessment Tool
Finance	2	10‑K Analyzer • Venture Capitalist
Miscellaneous	8	TextAdventure
Total	50	—

📖 Full list lives in prompts/INDEX.md — rebuilt on every commit.

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🚀 Quick start

git clone https://github.com/abilzerian/LLM-Prompt-Library.git
cd LLM-Prompt-Library

# helper scripts
pip install -r scripts/requirements.txt

# rebuild catalogue & README counts (CI & pre‑commit do this automatically)
python scripts/build_index.py

Need a demo or enterprise implentation? Contact Alex Bilzerian

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The library includes several tools to help you work with prompts:

• 🔍 Prompt Validator - Validates the format and contents of prompt files to ensure they meet our standards.
• 🔄 Prompt Mixer - Create new prompts by mixing and matching elements from existing prompts.
• 🔢 Token Counter - Analyze prompt files to count tokens and estimate API costs.
• 📊 Prompt Analyzer - Evaluate the quality of prompts and get suggestions for improvements.
• 🔄 Prompt Evolution - Automatically optimize prompts through iterative self-improvement cycles.
• 💰 Financial Metacognition - Analyze AI interpretations of financial prompts to detect biases and limitations.

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📊 Community & stats

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📄 License

Distributed under the MIT License — see the full text in LICENSE.

_{© 2025 | Maintained by Alex Bilzerian}