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Proompts

Welcome to Proompts, a curated collection of high-quality prompts and workflows for AI-assisted product development, regulatory compliance, and clinical research.

Whether you are a Product Manager, Clinical Lead, or Software Engineer, this repository provides the building blocks to operationalize LLMs in your daily work.

Getting Started

  1. Browse Categories: Explore prompts by domain (e.g., Clinical, Software Engineering).
  2. Run Workflows: Use our Workflows Guide to learn how to chain multiple prompts together for complex tasks like "Idea to Epic".
  3. Copy & Customize: All prompts are in YAML format, ready to be used in your own tools or agents.

Key Concepts

  • Prompts: Single-task instructions for an LLM (e.g., "Review this code", "Draft a protocol").
  • Workflows: Sequences of prompts that pass data from one step to the next to achieve a larger goal.
  • Agents: The AI systems that execute these prompts and workflows.
  • System Architecture: Read the canonical guide to understand Prompts as Code, the Simulation Engine, and the Validation Pipeline.

Browse by Category

All Prompts

Adjudication

Algebra

Analysis

Analytical

Architecture

Behavioral Economics

Biosafety

Bioskills

Business

Cellular

Cfo

Chemical Characterization

Chemistry

Clinical

Cognitive

Communication

Computability

Computational

Cosmology

Cra

Cross Cultural

Data

Data Management

Data Science

Design

Developmental

Eclinical Integration

Ecology

Econometrics

Epidemiology

Epistemology

Epro

Ethics

Finance

Forms

Foundations

Genetics

Geometry

Google Jules

Growth

Imaging

Inference

Inorganic

Institutions

Languages

Lifecycle

Lifestyle

Logic

Macroeconomics

Management

Market Research

Mathematics

Meta

Metaphysics

Methods

Microbiology

Microeconomics

Modeling

Molecular

Monitoring

Non Classical

Operations

Optimization

Organic

Particle Physics

Pathology

Philosophy

Physical

Physics

Project Management

Protocol

Psychology

Public Economics

Quantitative

Regulatory

Relativity

Rtsm

Safety

Scientific

Secops

Security

Site Acquisition

Sociology

Software Engineering

Speculative

Sterility

Stochastic

Stratification

String Theory

Study Director

Systems

Tasks

Technical

Technical Writing

Testing

Theory

Therapy

Topology

Training

Vp Statistics