My AI System Prompt Library

This repository contains a comprehensive, up-to-date library of system prompts for AI systems and autonomous agents, started on May 27th, 2025.

Overview

This collection houses 923 system prompts covering a diverse range of AI applications. The prompts include configurations for autonomous agents, simple chatbots, specialized assistants, and various AI-powered tools. This repository serves as a centralized hub for these prompts, maintained through automated workflows that ensure the latest versions are always available.

The library is periodically updated as new system prompts are recorded and saved from ongoing AI projects and experiments.

Repository Contents

Prompt Types

• Autonomous Agents: Complex multi-step reasoning and task execution
• Chatbots: Conversational AI with specific personalities or expertise
• Specialized Assistants: Domain-specific helpers (technical, creative, analytical)
• Tool Integrations: Prompts designed for specific AI platforms and services

Storage Formats

System prompts are organized into two main formats:

• JSON Format: Structured data with metadata (system-prompts/json/ - 923 files)
• Markdown Format: Human-readable documentation (system-prompts/md/ - 851 files)

Repository Structure

├── index.md                     # Main searchable index (markdown table)
├── consolidated_prompts.json    # All prompts in single JSON file
├── system-prompts/             # Individual prompt files
│   ├── json/                   # JSON format prompts
│   └── md/                    # Markdown format prompts
├── scripts/                    # Maintenance scripts
│   ├── consolidate_prompts.py  # JSON consolidation
│   ├── generate_index.py       # Markdown index generation
│   ├── update_all.py          # Master update script
│   └── *.sh                   # Shell wrappers
└── update_library.sh          # Main update script (run from root)

How It Works

• Prompts are entered into a structured database with detailed metadata
• Tagged entries marked for export are automatically processed and added to this repository
• Changes are pushed via automation, ensuring the collection stays current with new developments
• Both individual files and consolidated formats are maintained for different use cases

JSON Data Dictionary

Each system prompt is stored as a JSON file with the following standardized fields:

Core Fields

Field	Type	Description
agentname	String	Display name of the AI agent or assistant
description	String	Brief description of the agent's purpose and capabilities
systemprompt	String	The complete system prompt text used to configure the AI
creation_date	String	ISO timestamp of when the prompt was created

Integration & Links

Field	Type	Description
chatgptlink	String/null	URL to ChatGPT custom GPT implementation (if available)

Capability Flags

Field	Type	Description
is-agent	Boolean	Whether this is a complex autonomous agent (vs simple assistant)
is-single-turn	String	"true"/"false" - Whether designed for single interactions only
structured-output-generation	String	"true"/"false" - Can generate structured data formats
image-generation	String	"true"/"false" - Includes image generation capabilities
data-utility	String	"true"/"false" - Designed for data processing/analysis tasks
personalised-system-prompt	String	"true"/"false" - Contains user-specific personalization

Advanced Configuration

Field	Type	Description
json-schema	Object/null	JSON schema definition for structured outputs (if applicable)
json-example	String/null	Example JSON output format (if applicable)
depersonalised-system-prompt	String/null	Generic version without personal references
chatgpt-privacy	String/null	Privacy settings for ChatGPT implementations

Notes

• Boolean values are stored as strings ("true"/"false") for consistency
• null values indicate the field is not applicable to that particular prompt
• All prompts include the core fields; advanced fields are optional based on functionality

Accessing Prompts

• Browse: Use index.md for a searchable table of all prompts
• Bulk access: Use consolidated_prompts.json for programmatic access
• Individual files: Browse system-prompts/json/ for specific prompts

Purpose

This collection is intended for:

• Reuse across AI projects and experiments
• Open source distribution and community sharing
• Benchmarking and prompt engineering research
• Reference library for AI system development

Status

This repository is autogenerated and updated periodically. The collection represents an evolving library of proven system prompts from real-world AI applications.

Authorship

All system prmopt by me (Daniel Rosehill) with some drafting assistance with AI.