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A playground of highly experimental prompts, Jinja2 templates & scripts for machine intelligence models from OpenAI, Anthropic, DeepSeek, Meta, Mistral, Google, xAI & others. Alex Bilzerian (2022-2025).

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abilzerian/LLM-Prompt-Library

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LLM Prompt Library

GitHub stars GitHub forks Issues License: MIT

Experimental prompt templates for every major LLM.

A constantly evolving library of prompts & templates I've been tinkering with since Dec. 2022.

Quick Start

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

# Browse community prompts
ls prompts/

# Use enterprise templates  
ls templates/

What's Inside

Enterprise-style Templates (templates/)

164 experimental Jinja2 templates:

Suite Purpose Standards Goal
Finance Risk, capital, liquidity Basel III/IV, FRTB, IFRS 9
Private Equity LBO models, ESG tracking, waterfalls ILPA DDQ 2024, IFRS 13
Venture Capital Fund reporting, carry, cash-flow forecasting ILPA Reporting 3.0
Legal Contract analysis, privacy impact GDPR, CCPA, HIPAA
Medical Clinical decision support, FHIR validation HL7 FHIR, ICD-10
Pro Code Code review, bug explanation, refactoring OWASP ASVS
AI Research Benchmarking, experiment design Statistical rigor
Governance Policy compliance, risk assessment SOX, COSO

Community Prompts (prompts/)

60+ curated prompts organized by domain:

Category Count Examples
Programming 17 Python, AWS, Code Review
Writing 14 Proofreading, Summarization
Miscellaneous 8 Red-teaming, Adventures
Meta 7 Prompt engineering, DALL-E
Finance 3 10-K Analysis, VC
Medical 5 Clinical trials, diagnostics
Legal 2 Case law, contracts
Marketing 2 Ad copy, social media
Sales 1 Email drafting
Creative 2 Storytelling, dialogue

Usage

Copy any .j2 template that fits your need, fill in the params values (or edit the inline {{ placeholders }}), then send the rendered prompt to your LLM.
No external Python libraries or template loaders are required.

Community & Stats

Star history


© 2025 | Created by Alex Bilzerian

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A playground of highly experimental prompts, Jinja2 templates & scripts for machine intelligence models from OpenAI, Anthropic, DeepSeek, Meta, Mistral, Google, xAI & others. Alex Bilzerian (2022-2025).

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