LLM Prompt Library

July 9, 2025 · View on GitHub

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:

SuitePurposeStandards Goal
FinanceRisk, capital, liquidityBasel III/IV, FRTB, IFRS 9
Private EquityLBO models, ESG tracking, waterfallsILPA DDQ 2024, IFRS 13
Venture CapitalFund reporting, carry, cash-flow forecastingILPA Reporting 3.0
LegalContract analysis, privacy impactGDPR, CCPA, HIPAA
MedicalClinical decision support, FHIR validationHL7 FHIR, ICD-10
Pro CodeCode review, bug explanation, refactoringOWASP ASVS
AI ResearchBenchmarking, experiment designStatistical rigor
GovernancePolicy compliance, risk assessmentSOX, COSO

Community Prompts (prompts/)

60+ curated prompts organized by domain:

CategoryCountExamples
Programming17Python, AWS, Code Review
Writing14Proofreading, Summarization
Miscellaneous8Red-teaming, Adventures
Meta7Prompt engineering, DALL-E
Finance310-K Analysis, VC
Medical5Clinical trials, diagnostics
Legal2Case law, contracts
Marketing2Ad copy, social media
Sales1Email drafting
Creative2Storytelling, 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