Curated guides for effective AI prompting, organized by provider.
Comprehensive guides for OpenAI's GPT-5, Reasoning Models (o3, o4-mini), and production APIs.
| Guide | Language | Topics |
|---|---|---|
| Prompt Engineering Guide | English | GPT-5, Reasoning Models, Prompt Caching, Evals |
| Prompt Engineering Leitfaden | Deutsch | GPT-5, Reasoning-Modelle, Prompt Caching, Evals |
Key Features:
- Based on 6 official OpenAI documentation sources
- All claims verified with citations
- 12+ production-ready code snippets
- XML templates for agentic workflows
Comprehensive guides for Claude Opus 4.5, Sonnet 4.5, and agentic workflows.
| Guide | Language | Topics |
|---|---|---|
| Prompt Engineering Guide | English | Opus 4.5, XML Tags, Extended Thinking, Agents |
| Prompt Engineering Leitfaden | Deutsch | Opus 4.5, XML Tags, Extended Thinking, Agents |
Key Features:
- Based on 7 official Anthropic documentation sources
- Opus 4.5 specific: Effort parameter, overengineering prevention
- Building Effective Agents patterns
- XML templates for structured prompting
We're planning to add guides for other providers. Have a suggestion? Open an issue.
| Provider | Status |
|---|---|
| OpenAI | ✅ Available |
| Anthropic (Claude) | ✅ Available |
| Google (Gemini) | 🔜 Planned |
| General Prompting | 🔜 Planned |
Different AI providers have different:
- API structures and parameters
- Model capabilities and limitations
- Best practices and recommendations
- Pricing and optimization strategies
Provider-specific guides ensure you get the most accurate, actionable information for the models you're actually using.
Want to contribute a guide for a new provider?
- Fork the repository
- Create a new folder under
prompting/(e.g.,prompting/anthropic/) - Follow the structure of existing guides
- Include citations to official documentation
- Submit a pull request
Sabo Guenes
cursorconsulting.org | LinkedIn