Battle‑tested prompt templates & dev‑scripts for every major LLM.
| Category | Prompts | Example links |
|---|---|---|
| Creative Writing | 2 | Dialogue Generator • Storyteller |
| Finance | 2 | 10-K Analyzer • Act as a venture capitalist |
| Healthcare | 1 | Symptom Checker |
| Legal | 2 | Case Law Finder • Legal Contract Reviewer |
| Marketing | 2 | Ad Copy Generator • Social Media Post Optimizer |
| Medical | 3 | Clinical Trial Analyzer • Cognitive Bias Assessment Tool |
| Miscellaneous | 8 | ChatAGI • Code Anything Now |
| Programming | 17 | AWS Architect • Azure Architect |
| Prompt Generation | 7 | CoT_Probe_o3 • DALL-E |
| Sales | 1 | Sales Email Drafter |
| Writing & Editing | 14 | Preserve Technical Terminology • Proofread |
| Total | 59 | — |
📖 Full list lives in
prompts/INDEX.md— rebuilt on every commit.
git clone https://github.com/abilzerian/LLM-Prompt-Library.git
cd LLM-Prompt-Library
# helper scripts
pip install -r scripts/requirements.txt
# install hook to auto-update the prompt catalogue
pip install pre-commit
pre-commit install
# manual rebuild (usually handled by pre‑commit/CI)
python scripts/build_index.pyNeed a demo or enterprise implementation? 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