Curated · Resource
Prompt library swipefile
Last updated: 🌞19th May 2026
1. Official Vendor Prompt Libraries
Highest signal-to-noise.
| Platform | Strength | Best Use |
|---|---|---|
| Claude Prompt Library | Clean, practical workflows | Learning production-grade prompting |
| Google Gemini Prompt Gallery | Multimodal + API-oriented examples | Gemini-specific workflows |
| OpenAI Examples | Canonical patterns | Structured prompting + agents |
| Vertex AI Prompt Gallery | Enterprise workflows | Google Cloud / enterprise AI |
2. Community Prompt Discovery Platforms
Best for stealing practical workflows fast ⚡
| Platform | Vibe | Notes |
|---|---|---|
| SnackPrompt | Reddit + Pinterest for prompts | Probably the strongest community collection |
| Prompts.chat | Old-school classic | Huge historical collection |
| PromptDen | Massive searchable DB | Good breadth |
| PromptVerse | Curated modern prompts | Cleaner than PromptDen |
| Kramon | Prompt browsing | Smaller but useful |
| AIexandria | Organized prompt categories | Easy exploration |
| The Prompt Collection | Open-source collection | Lightweight |
| Prompt Search | Tag-based exploration | Useful for niche hunting |
Don’t copy prompts literally. tailor them
3. Prompt Engineering & Educational Resources
Best for understanding why prompts work.
| Resource | Focus |
|---|---|
| Prompt Engineering Guide | Structured prompt techniques |
| OpenAI Examples | API patterns + reasoning setups |
| Claude Prompt Library | Long-context & workflow prompting |
Specific Patterns
| Pattern | Why It Matters |
|---|---|
| Role prompting | Controls style + domain |
| XML / structured prompting | Stabilizes outputs |
| Few-shot examples | Pattern anchoring |
| Decomposition | Better reasoning |
| Reflection loops | Improves reliability |
| Evaluation prompts | Self-checking systems |
| Context layering | Better large-context handling |
4. Specialized Prompt Libraries
Coding / AI Engineering
| Resource | Best For |
|---|---|
| Cursor Directory | Cursor rules + MCP setups |
| ChatGPT Data Science Prompts (GitHub) | Data science workflows |
Business Prompt Libraries
| Resource | Focus |
|---|---|
| Temaniaga AI Prompt Hub | Business professionals |
5. Prompt Marketplaces
Commercialized prompt ecosystems.
| Marketplace | Notes |
|---|---|
| PromptBase | Largest paid prompt marketplace |
| God of Prompt Library | Mass-market productivity prompts |
most prompts are over-engineered
6. Meta / Transparency / Debugging Resources
Advanced prompt archaeology 🧠
| Resource | Purpose |
|---|---|
| ChatGPT Transparency & Debug Tools Prompts | Reverse engineering assistant behavior |