A curated collection of high-quality prompts for AI assistants, stored in a machine-readable format for programmatic consumption. The collection is built from sources configured in config.yaml, including local YAML prompts, external GitHub repositories, and remote JSON prompt collections.
| Method | What you do | Where it lives |
|---|---|---|
| Add a prompt directly | Write a YAML file with the full prompt text | prompts/<slug>.yaml |
| Add a source | Add a local, github, or json_url source |
config.yaml |
config.yaml
(local, GitHub, JSON URL sources)
│
▼
scripts/build.py
│
├─ reads prompts/*.yaml
├─ fetches configured GitHub sources
├─ fetches configured JSON URL sources
└─ caches fetched GitHub prompts in scraped/<source>/
│
▼
dist/prompts.json (unified prompt collection)
dist/prompts.csv
dist/sources.json
dist/index.json
A GitHub Actions workflow runs every hour to:
- Read
config.yamlfor configured sources - Load local prompts and fetch remote sources (supports CSV, YAML, Markdown, TXT, and JSON)
- Cache fetched GitHub prompts in
scraped/<source-name>/ - Build unified
dist/artifacts - Update this README with latest stats
- Commit and push if anything changed
Entry point — fetch dist/index.json to discover all available data:
curl -s https://raw.githubusercontent.com/zhujian0805/awesome-prompts/main/dist/index.jsonUnified prompts:
curl -s https://raw.githubusercontent.com/zhujian0805/awesome-prompts/main/dist/prompts.jsonScraped prompts — stored per-source under scraped/:
# List what's been scraped
ls scraped/
# awesome-chatgpt-prompts/ leaked-system-prompts/To add a new source, edit config.yaml:
sources:
- name: "Local Prompts"
type: local
path: prompts/
description: "Hand-curated prompts maintained in this repo"
- name: "My GitHub Prompt Collection"
type: github
url: https://github.com/username/repo
format: yaml
file_path: prompts/
description: "Prompt YAML files from a GitHub repo"
- name: "My JSON Prompt Collection"
type: json_url
url: https://raw.githubusercontent.com/username/repo/main/dist/prompts.json
description: "Pre-built JSON prompt collection"| Type | Required fields | Description |
|---|---|---|
local |
name, type, path |
Reads local *.yaml prompt files and validates them against schema/prompt.schema.json |
github |
name, type, url, format |
Fetches prompts from a GitHub repo. Optional file_path points to a file or directory inside the repo |
json_url |
name, type, url |
Fetches a pre-built JSON prompt collection from any URL |
| Format | How it's scraped |
|---|---|
csv |
Reads the CSV file, looks for act/title + prompt columns |
yaml |
Reads .yaml/.yml files, expects a prompt field in each |
md |
Each .md file is treated as a complete prompt |
txt |
Each .txt file is treated as a complete prompt |
json |
Reads JSON array or {"prompts": [...]}, expects title + prompt fields |
| Category | Description |
|---|---|
developer-tools |
Programming, debugging, code review |
writing |
Content creation, editing, copywriting |
education |
Teaching, tutoring, explaining |
creative |
Art, music, storytelling |
business |
Strategy, marketing, management |
language |
Translation, grammar, language learning |
lifestyle |
Travel, health, personal advice |
analysis |
Data, research, critical thinking |
pip install -r requirements.txt
make validate # Check local prompts and source metadata against schemas
make test # Run unit tests
make build # Load all config.yaml sources and generate unified dist/ artifacts
make update-readme # Update README stats
make all # Run validation, tests, build, and README update| Metric | Count |
|---|---|
Unified prompts (in dist/prompts.json) |
2590 |
Direct prompts (from prompts/) |
3 |
| Configured sources | 4 |
Scraped prompts cached in scraped/ |
2595 |
| Source | Type | Location | Format | Loaded |
|---|---|---|---|---|
| Local Prompts | local | prompts/ |
- | 3 |
| Prompts Chat | github | https://github.com/f/prompts.chat | csv | 2075 |
| Leaked System Prompts | github | https://github.com/jujumilk3/leaked-system-prompts | md | 163 |
| AI Boost Awesome Prompts | github | https://github.com/ai-boost/awesome-prompts | txt | 357 |
Ai Boost Awesome Prompts (357 prompts)
| # | Title | Preview |
|---|---|---|
| 1 | 3D Generative Artist | Role You are a world-class 3D Generative Artist and Technic… |
| 2 | 5W3H Intent Architect | You are a 5W3H Structured Intent Architect. Your job is to … |
| 3 | A2A Agent Protocol Architect | A2A Agent Protocol Architect Sources: A2A Protocol specific… |
| 4 | A2Ui Agent To User Interface Architect | A2UI Agent-to-User Interface Architect Sources: A2UI Protoc… |
| 5 | Abstract Chain Of Thought Architect | Abstract Chain-of-Thought Architect Sources: "Thinking With… |
| 6 | Academic Paper Architect | # Academic Paper Architect — Full-Spectrum Manuscript Orche… |
| 7 | Academic Peer Reviewer | Role You are a Distinguished Academic Peer Reviewer with 20… |
| 8 | Accessibility Auditor | # Accessibility Auditor # Source: msitarzewski/agency-agent… |
| 9 | Adaptive Learning Designer | Role You are a Senior Adaptive Learning Designer with 15+ y… |
| 10 | Adhd Parallel Ideation Skill | --- name: adhd description: Parallel divergent ideation for… |
| 11 | Adk Skilltoolset Designer | ADK SkillToolset Designer Sources: Google Developer's Guide… |
| 12 | Ag Ui Frontend Architect | AG-UI Frontend Integration Architect Sources: AG-UI Protoco… |
| 13 | Agent Atlas Trajectory Auditor | AgentAtlas Trajectory Auditor Source: "AgentAtlas: Beyond O… |
| 14 | Agent Context Efficiency Engineer | Agent Context Efficiency Engineer Source: mksglu/context-mo… |
| 15 | Agent Cooperation Designer | Agent Cooperation Designer Sources: Competition and Coopera… |
| 16 | Agent Cost Observability Architect | Agent Cost Observability Architect Source: getagentseal/cod… |
| 17 | Agent Data Injection Attack Auditor | Agent Data Injection Attack Auditor Source: "Agent Data Inj… |
| 18 | Agent Environment Engineering Architect | Agent Environment Engineering Architect Sources: "EurekAgen… |
| 19 | Agent Eval Designer | Agent Eval Designer Sources: Anthropic Demystifying Evals f… |
| 20 | Agent First Language Architect | Agent-First Language Architect Source: vercel-labs/zerolang… |
| 21 | Agent Governance Orchestrator | Agent Governance Orchestrator Sources: The Orchestration of… |
| 22 | Agent Harness Designer | Agent Harness Designer Sources: OpenAI Harness Engineering … |
| 23 | Agent Harness Performance Engineer | Agent Harness Performance Engineer Source: affaan-m/everyth… |
| 24 | Agent Memory Architect | Agent Memory Architect Sources: AgeMem: Unified Long- and S… |
| 25 | Agent Native Memory System Architect | Agent-Native Memory System Architect Source: "Are We Ready … |
| 26 | Agent Permission Auto Mode Architect | Agent Permission Auto-Mode Architect Sources: Anthropic — C… |
| 27 | Agent Powered Vulnerability Scanner Arc… | Agent-Powered Vulnerability Scanner Architect Sources: verc… |
| 28 | Agent Protocol Advisor | Agent Protocol Advisor Sources: Google Developer's Guide to… |
| 29 | Agent Red Team Architect | Agent Red Team Architect Sources: The Promptware Kill Chain… |
| 30 | Agent Reliability Engineer | Agent Reliability Engineer Sources: Towards a Science of AI… |
| … | +327 more | See scraped/ai-boost-awesome-prompts/ |
Leaked System Prompts (163 prompts)
| # | Title | Preview |
|---|---|---|
| 1 | Anthropic Claude 2.0 20240306 | # anthropic-claude_2.0_20240306 source: <https://twitter.c… |
| 2 | Anthropic Claude 2.1 20240306 | # anthropic-claude_2.1_20240306 source: <https://twitter.c… |
| 3 | Anthropic Claude 4.1 20250806 | # anthropic-claude-4.1_20250806 source: <https://github.co… |
| 4 | Anthropic Claude 4 20250522 | # anthropic-claude-4_20250522 source: <https://github.com/… |
| 5 | Anthropic Claude Api Tool Use 20250119 | # anthropic-claude-api-tool-use_20250119 ## claude-3-5-son… |
| 6 | Anthropic Claude Code 20250304 | # anthropic-claude-code_20250304 source: <https://github.c… |
| 7 | Anthropic Claude Design 20260417 | # anthropic-claude-design_20260417 source: <https://github… |
| 8 | Anthropic Claude Fable 5 20260609 | # anthropic-claude-fable-5_20260609 source: <https://githu… |
| 9 | Anthropic Claude Haiku 3 20240712 | # anthropic-claude-haiku-3_20240712 source: <https://docs.… |
| 10 | Anthropic Claude Haiku 4.5 20251015 | # anthropic-claude-haiku-4.5_20251015 source: <https://pla… |
| 11 | Anthropic Claude Haiku 4.5 20251119 | # anthropic-claude-haiku-4.5_20251119 source: <https://pla… |
| 12 | Anthropic Claude Opus 20240306 | # anthropic-claude-opus_20240306 source: <https://twitter.… |
| 13 | Anthropic Claude Opus 3 20240712 | # anthropic-claude-opus-3_20240712 source: <https://docs.a… |
| 14 | Anthropic Claude Opus 4.1 20250805 | # anthropic-claude-opus-4.1_20250805 source: <https://plat… |
| 15 | Anthropic Claude Opus 4 20250522 | # anthropic-claude-opus-4_20250522 source: <https://docs.a… |
| 16 | Anthropic Claude Opus 4 20250731 | # anthropic-claude-opus-4_20250731 source: <https://docs.a… |
| 17 | Anthropic Claude Opus 4 20250805 | # anthropic-claude-opus-4_20250805 source: <https://platfo… |
| 18 | Anthropic Claude Opus 4.5 20251124 | # anthropic-claude-opus-4.5_20251124 source: <https://plat… |
| 19 | Anthropic Claude Opus 4.5 Full 20251124 | # anthropic-claude-opus-4.5-full_20251124 source: <https:/… |
| 20 | Anthropic Claude Opus 4.6 20260206 | # anthropic-claude-opus-4.6_20260206 source: <https://gith… |
| 21 | Anthropic Claude Opus 4.7 20260416 | # anthropic-claude-opus-4.7_20260416 source: <https://gith… |
| 22 | Anthropic Claude Sonnet 3 20240306 | # anthropic-claude-sonnet-3_20240306 source: <https://twit… |
| 23 | Anthropic Claude Sonnet 3 20240311 | # anthropic-claude-sonnet-3_20240311 source: <https://gith… |
| 24 | Anthropic Claude Sonnet 3.5 20240712 | # anthropic-claude-sonnet-3.5_20240712 source: <https://do… |
| 25 | Anthropic Claude Sonnet 3.5 20240909 | # anthropic-claude-sonnet-3.5_20240909 source: <https://do… |
| 26 | Anthropic Claude Sonnet 3.5 20241022 | # anthropic-claude-sonnet-3.5_20241022 source: <https://do… |
| 27 | Anthropic Claude Sonnet 3.5 20241122 | # anthropic-claude-sonnet-3.5_20241122 source: <https://do… |
| 28 | Anthropic Claude Sonnet 3.7 20250224 | # anthropic-claude-sonnet-3.7_20250224 source: <https://x.… |
| 29 | Anthropic Claude Sonnet 3.7 20250516 | # anthropic-claude-sonnet-3.7_20250516 source: <https://gi… |
| 30 | Anthropic Claude Sonnet 4 20250522 | # anthropic-claude-sonnet-4_20250522 source: <https://docs… |
| … | +133 more | See scraped/leaked-system-prompts/ |
Prompts Chat (2075 prompts)
| # | Title | Preview |
|---|---|---|
| 1 | 12-Month AI and Computer Vision Roadmap… | { "role": "AI and Computer Vision Specialist Coach", "c… |
| 2 | 1337 | "Create a detailed efficiency guide for ${game_name}. The … |
| 3 | 1950s Diner Photo Transformation | { "prompt": "You will perform an image edit using the per… |
| 4 | 2026 Mobile Poster Creator | Act as a graphic design assistant. Your task is to create a… |
| 5 | 2026 Size Neler getirecek | { "task": "Photorealistic premium mystical 2026 astrology… |
| 6 | 2046 Puzzle Game Challenge | Act as a game developer. You are tasked with creating a tex… |
| 7 | 21st.dev component prompt | You are given a task to integrate an existing React compone… |
| 8 | 30-Day Skill Mastery Challenge Prompt T… | # 30-Day Skill Mastery Challenge Prompt Template ## Goal St… |
| 9 | 30 tweet Project | Act as a Senior Crypto Narrative Strategist & Rally.fun Alg… |
| 10 | 3D Avatar Prompt | Use a user-uploaded image as the source and convert the per… |
| 11 | 3D Cartoon Animation: Baby Bunny Advent… | Vertical 9:16, 3D cartoon-style animation of a cute baby bu… |
| 12 | 3D Character Render In High-End Disney … | 3D character render in high-end Pixar Disney animation styl… |
| 13 | 3D City Prompt | Hyper-realistic 3D square diorama of ${city_name:Istanbul},… |
| 14 | 3D FACTORY | I NEED THIS FULLY INTEGRATED, IMPLEMENTED, ENFORCED, HARDEN… |
| 15 | 3D FPS Game | Develop a first-person shooter game using Three.js and Java… |
| 16 | 3D Isometric Miniature City View with W… | Present a clear, 45° top-down view of a vertical (9:16) iso… |
| 17 | 3D Isometric Miniature Diorama | "When I give you a movie quote, never reply with text or a … |
| 18 | 3D Kinetic Ball Simulation | I want you to act as an expert front-end game engineer spec… |
| 19 | 3D Mechanical Part Image to Technical D… | { "task": "image_to_image", "input_image": "3d_render_o… |
| 20 | 3D Medical Anatomy Model Render Prompt | { "fixed_prompt_components": { "composition": "Wide a… |
| 21 | 3D Physics Sandbox Architect | I want you to act as a Senior WebGL Game Architect speciali… |
| 22 | 3D Racing Game | Create an exciting 3D racing game using Three.js and JavaSc… |
| 23 | 3D Space Explorer | Build an immersive 3D space exploration game using Three.js… |
| 24 | 3D to 2D Floor Plan Converter | { "task": "image_to_image", "description": "Convert a f… |
| 25 | 3x3 Grid Storyboarding from Photo | Act as a storyboard artist. You are skilled in visual story… |
| 26 | 4 Optimized Versions of A Prompt (in Ar… | Act as a certified and expert AI prompt engineer Analyze a… |
| 27 | $500/Hour AI Consultant Prompt | You are Lyra, a master-level Al prompt optimization special… |
| 28 | 5x2 Reverse Construction Process - Vill… | Act as an architectural visualization expert specialized in… |
| 29 | 6-Panel Storyboard Mastery | Act as a storyboard artist. You are skilled in creating pre… |
| 30 | 7v7 Football Team Generator App | Act as an Application Designer. You are tasked with creatin… |
| … | +2045 more | See scraped/prompts-chat/ |
MIT