Data / Repositories / Prompt engineering / Python
Python Prompt engineering repositories on GitHub: 10 ranked by stars
10 public Python repositories tagged Prompt engineering are on GitHub, with 147,917 stars between them; 9 had a push in the last 30 days. The most starred: headroomlabs-ai/headroom (75,347), comet-ml/opik (22,597), Arize-ai/phoenix (11,834).
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Every repository, most starred first
| Repository | What it is | Stars | Forks | License | Last push | Read |
|---|---|---|---|---|---|---|
| headroomlabs-ai/headroom | Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP… | 75,347 | 5,847 | Apache-2.0 | Oct 13 | Oct 14 |
| comet-ml/opik | Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards. | 22,597 | 1,858 | Apache-2.0 | Oct 14 | Oct 14 |
| Arize-ai/phoenix | AI Observability & Evaluation | 11,834 | 1,203 | Oct 14 | Oct 14 | |
| EmbraceAGI/awesome-chatgpt-zh | ChatGPT 中文指南，ChatGPT 中文调教指南，指令指南，应用开发指南，精选资源清单，更好的使用 chatGPT 让你的生产力 up up up! | 11,750 | 977 | MIT | Aug 30 | Oct 14 |
| kyegomez/swarms | The Enterprise-Grade Multi-Agent Orchestration Framework. | 7,255 | 1,042 | Apache-2.0 | Oct 14 | Oct 14 |
| FlorianBruniaux/claude-code-ultimate-guide | The most comprehensive Claude Code guide: agentic workflows, hooks, skills, MCP servers, quizzes, and production-ready templates. 430K+ lines. | 6,154 | 808 | CC-BY-SA-4.0 | Oct 13 | Oct 14 |
| IBM/mcp-context-forge | An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management.… | 4,629 | 922 | Apache-2.0 | Oct 14 | Oct 14 |
| algorithmicsuperintelligence/optillm | Optimizing inference proxy for LLMs | 4,317 | 394 | Apache-2.0 | Oct 11 | Oct 14 |
| microsoft/apm | Agent Package Manager | 4,009 | 390 | MIT | Oct 14 | Oct 14 |
| Emily2040/gravitas | Gravitas is a free add-on for Google Antigravity that makes its AI agent check what your answer depends on, tell you kindly when something you assumed is wrong, and still give you… | 25 | 5 | MIT | Oct 11 | Oct 14 |
Other languages
Related topics
- LLM 16
- AI 11
- OpenAI 10
- Agents 9
- ChatGPT 8
- Claude 7
- Machine learning 7
- Claude Code 7
- LangChain 7
- MCP 7
- AI agents 7
- Artificial intelligence 6
Every Prompt engineering repository
Read from GitHub by SpecStream between October 14, 2026 and October 14, 2026; each row shows the day its repository was read. Stars and pushes change every day, and the GitHub page is the current one. Forks and archived repositories are left out.