Prompt profiles that make any AI perform at its maximum.
Not just for Claude. Works with ChatGPT, Gemini, Mistral, Llama, and more. Copy a profile. Drop it at the start of your session. Get better output immediately.
Most people use AI with no context, no structure, and no rules. The AI guesses what you want. Output quality varies. These profiles fix that. One paste. Consistent results.
Option 1: Paste at session start Copy any profile. Paste it as your first message. Start working.
Option 2: Persist across sessions Each AI has a way to load a profile automatically - no need to paste every time.
| AI | How to persist a profile |
|---|---|
| Claude | Save as CLAUDE.md in your project root, auto-loaded, reduces token cost |
| ChatGPT | Paste into the System Prompt field in custom instructions |
| Gemini | Paste into System Instructions when creating a Gem |
| Cursor | Save as .cursorrules in your project root, auto-loaded |
| Others | Paste as the first message of each session |
| Profile | Best for | Works with |
|---|---|---|
| universal | Any task, any AI | All AIs |
| casual-user | Everyday chat | All AIs |
| developer/frontend | UI, React, CSS | All AIs |
| developer/backend | APIs, DBs, servers | All AIs |
| developer/fullstack | Full product builds | All AIs |
| developer/devops | CI/CD, infra, Docker | All AIs |
| developer/data-engineer | Pipelines, data modeling, warehouses, ETL/ELT | All AIs |
| developer/mobile | iOS, Android, React Native | All AIs |
| developer/game-dev | Game design, Unity, Unreal, Godot | All AIs |
| security | Pen testing, threat modeling, secure code review, vulnerability analysis | All AIs |
| analyst | Data, finance, research | All AIs |
| agent | Automation, pipelines, bots | All AIs |
| advisor | Business, strategy | All AIs |
| writer | Content, copywriting | All AIs |
| educator | Teaching, lesson plans, course creation | All AIs |
| legal-advisor | Legal research, document review, contract analysis | All AIs |
| image-gen | Midjourney, DALL-E, Flux | Image AIs |
- free-resources - Free APIs, tools, and software for AI projects
Every profile includes a compatibility header:
# Works with: Claude, ChatGPT, Gemini, Mistral, Llama
Test results and notes per AI are welcome as contributions.
Read CONTRIBUTING.md before opening a PR. Check open issues for what needs work. New profile? Use the profile template as your base.
MIT. Use freely. Attribution appreciated but not required.
This repo uses semantic versioning. See releases for the current version.