Top Prompt Engineering repositories

Biggest movers this week

git clone https://github.com/JuneYaooo/rea-video.git

git clone https://github.com/google/elephant-goldfish-model.git

git clone https://github.com/JoasASantos/REA-Prompts.git

git clone https://github.com/elder-plinius/CL4R1T4S.git

git clone https://github.com/kangarooking/cangjie-skill.git

git clone https://github.com/Imbad0202/academic-research-skills-codex.git

Trending today

git clone https://github.com/JuneYaooo/rea-video.git

git clone https://github.com/google/elephant-goldfish-model.git

npm install @dietrichgebert/ponytail

git clone https://github.com/elder-plinius/CL4R1T4S.git

go get github.com/JuliusBrussee/caveman

git clone https://github.com/blader/humanizer.git

Top 59 on the Elo ladder

1. #12
   DietrichGebert/ponytail

   Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.

   • Legendary #12

   2,529 Elo +3191kJavaScript
2. #60
   f/prompts.chat

   f.k.a. Awesome ChatGPT Prompts. Share, discover, and collect prompts from the community. Free and open source —…

   • Legendary #60

   2,309 Elo −34177kMDX
3. #61
   blader/humanizer

   Agent skill that removes signs of AI-generated writing from text

   • Legendary #61

   2,308 Elo +4369.4kPython
4. #69
   microsoft/generative-ai-for-beginners

   21 Lessons, Get Started Building with Generative AI

   • Legendary #69

   2,286 Elo −50123kJupyter Notebook
5. #72
   JuliusBrussee/caveman

   🪨 why use many token when few token do trick. Viral skill + proxy for coding agents that cuts 65% of tokens by talking…

   • Legendary #72

   2,280 Elo +27120kGo
6. #153
   Imbad0202/academic-research-skills

   Academic Research Skills for Claude Code: research → write → review → revise → finalize

   • Diamond I

   2,164 Elo +2557kPython
7. #161
   elder-plinius/CL4R1T4S

   LEAKED SYSTEM PROMPTS FOR CHATGPT, CLAUDE, GEMINI, GROK, PERPLEXITY, CURSOR, LOVABLE, REPLIT, AND MORE! - AI SYSTEMS…

   • Diamond I

   2,154 Elo +15353.2k
8. #190
   headroomlabs-ai/headroom

   Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents…

   • Diamond I

   2,134 Elo −1279.7kPython
9. #213
   asgeirtj/system_prompts_leaks

   Leaked system prompts of ChatGPT, Claude, Gemini and more. The hidden system prompt of every popular chatbot, in full…

   • Diamond I

   2,119 Elo +171.4kPython
10. #214
    linshenkx/prompt-optimizer

    An AI prompt optimizer for writing better prompts and getting better AI results.

    • Diamond I

    2,119 Elo +841.6kTypeScript
11. #217
    google/elephant-goldfish-model

    Open-source plugin for designing and reviewing software with agents

    • Diamond I

    2,117 Elo +24019.6kPython
12. #296
    alchaincyf/nuwa-skill

    你想蒸馏的下一个员工，何必是同事。蒸馏任何人的思维方式——心智模型、决策启发式、表达DNA。Distill how anyone thinks.

    • Diamond II

    2,070 Elo −738.3kPython
13. #381
    alirezarezvani/claude-skills

    410 Claude Code skills & agent skills & plugins (120+ Agents, custom commands, 410+ skills, customizable references…

    • Diamond III

    2,022 Elo +4429.8kPython
14. #389
    github/awesome-copilot

    Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.

    • Diamond III

    2,020 Elo −741.1kJavaScript
15. #395
    langfuse/langfuse

    🪢 Open source AI engineering platform: AI Gateway, agent observability, evals, and prompt/skill management, built on…

    • Diamond III

    2,017 Elo +1237.4kTypeScript
16. #405
    dair-ai/Prompt-Engineering-Guide

    🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.

    • Diamond III

    2,013 Elo −1880.1kMDX
17. #484
    promptfoo/promptfoo

    Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT…

    • Diamond IV

    1,980 Elo +3527.2kTypeScript
18. #525
    freestylefly/awesome-gpt-image-2

    Prompt as Code | GPT Image 2 / 2.5 提示词与案例库，530+ 个案例、20+ 套工业级模板与可复用 Skills，新增 2.5 同提示词对比专区，附完整提示词与生成记录，持续更新。

    • Diamond IV

    1,965 Elo −535.8kJavaScript
19. #695
    nidhinjs/prompt-master

    A Claude skill that writes the accurate prompts for any AI tool. Zero tokens or credits wasted. Full context and memory…

    • Diamond V

    1,918 Elo +4316k
20. #752
    kangarooking/cangjie-skill

    把书、长视频、播客等高价值内容蒸馏成可执行的 Agent Skills（Distill high-value content from books, long-form videos, podcasts, and more into…

    • Emerald I

    1,905 Elo +9712.8kPython
21. #760
    jnMetaCode/agency-agents-zh

    🎭 277 个即插即用的 AI 专家角色 — 支持 Claude Code/Cursor/Copilot 等 20 种工具，覆盖工程/设计/营销/金融等 20 个部门。含 64 个中国市场原创智能体（小红书/抖音/微信/飞书/钉钉/Qt…

    • Emerald I

    1,904 Elo +922.1kShell
22. #799
    mlflow/mlflow

    The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug…

    • Emerald I

    1,895 Elo −1528.8kPython
23. #820
    humanlayer/12-factor-agents

    What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of…

    • Emerald I

    1,891 Elo +3127.2kTypeScript
24. #830
    comet-ml/opik

    Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing…

    • Emerald I

    1,889 Elo +3523.4kPython
25. #1,031
    Imbad0202/academic-research-skills-codex

    Codex-native Academic Research Skills suite for human-in-the-loop academic research workflows

    • Emerald II

    1,851 Elo +8814.5kPython
26. #1,492
    Arize-ai/phoenix

    AI Observability & Evaluation

    • Emerald IV

    1,785 Elo +6612.3kPython
27. #1,742
    AI4Finance-Foundation/FinGPT

    FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

    • Platinum I

    1,756 Elo +1421.5kJupyter Notebook
28. #1,826
    dipakkr/awesome-ai-engineering

    🚀 A curated collection of AI engineering resources, roadmaps, tools, and projects covering LLMs, RAG, AI Agents, MCP…

    • Platinum I

    1,747 Elo −3322.5k
29. #1,934
    JoasASantos/REA-Prompts

    REAP - Prompts for you to use REA (Reverse Engineer Anything), get the most out of it, and clone or break down any…

    • Platinum I

    1,735 Elo +1854kBatchfile
30. #1,970
    WenyuChiou/awesome-agentic-ai-zh

    A trilingual (繁中 / English / 简中) learning roadmap for agentic AI: from LLM basics to multi-agent systems, with 240+…

    • Platinum I

    1,731 Elo +218.7kPython
31. #2,492
    alchaincyf/zhangxuefeng-skill

    张雪峰.skill — 张雪峰的认知操作系统。高考志愿/考研/职业规划的实战思维框架。由女娲.skill生成。

    • Platinum III

    1,676 Elo +3310.7k
32. #2,598
    cobusgreyling/loop-engineering

    Practical patterns, starters & CLI tools for loop engineering with AI coding agents. Design systems that prompt and…

    • Platinum IV

    1,668 Elo +3011.7kTypeScript
33. #2,821
    gepa-ai/gepa

    Optimize prompts, code, and more with AI-powered Reflective Optimization

    • Platinum IV

    1,651 Elo +797.4kJupyter Notebook
34. #3,091
    YouMind-OpenLab/awesome-nano-banana-pro-prompts

    🍌 World's largest Nano Banana Pro prompt library — 10,000+ curated prompts with preview images, 16 languages. Google…

    • Platinum V

    1,630 Elo +1313.7kTypeScript
35. #3,096
    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! 🚀

    • Platinum V

    1,630 Elo +3211.8kPython
36. #3,273
    Evolink-AI/awesome-gpt-image-2-API-Prompts

    GPT-Image-2 API and Prompts

    • Gold I

    1,619 Elo −817.4kPython
37. #3,307
    AI4Finance-Foundation/FinRobot

    FinRobot: An Open-Source AI Agent Platform for Financial Applications using Large Language Models

    • Gold I

    1,617 Elo +418.4kPython
38. #3,670
    ai-boost/awesome-prompts

    Curated prompts, frameworks and papers for LLMs and agents, with an engineering bias. Prompt engineering, context…

    • Gold II

    1,594 Elo +869.2kPython
39. #3,679
    FlorianBruniaux/claude-code-ultimate-guide

    The most comprehensive Claude Code guide: agentic workflows, hooks, skills, MCP servers, quizzes, and production-ready…

    • Gold II

    1,593 Elo +686.4kPython
40. #3,767
    jnMetaCode/superpowers-zh

    🦸 AI 编程超能力 · 中文增强版 — superpowers（250k+ ⭐）完整汉化 + 4 个中国原创 skills，让 Claude Code / Copilot CLI / Hermes Agent / Cursor /…

    • Gold II

    1,587 Elo +418.5kJavaScript
41. #3,826
    YouMind-OpenLab/awesome-gpt-image-2

    🚀 World's largest GPT Image 2 prompt library, updated daily — 2000+ curated prompts with preview images, 16 languages…

    • Gold II

    1,584 Elo +2510.2kTypeScript
42. #4,399
    dottxt-ai/outlines

    Structured Outputs

    • Gold IV

    1,551 Elo −2116kPython
43. #4,607
    langgptai/LangGPT

    LangGPT: Empowering everyone to become a prompt expert! 🚀 📌 结构化提示词（Structured Prompt）提出者 📌 元提示词（Meta-Prompt）发起者 📌…

    • Gold IV

    1,539 Elo +612.6kJupyter Notebook
44. #4,673
    rockbenben/ChatGPT-Shortcut

    Stop writing prompts from scratch — a searchable prompt library for ChatGPT, Claude, Gemini and Cursor · Русский 한국어…

    • Gold V

    1,536 Elo +268.9kTypeScript
45. #4,690
    Zipstack/unstract

    LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows

    • Gold V

    1,535 Elo +237.4kPython
46. #5,199
    kyegomez/swarms

    The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

    • Silver I

    1,510 Elo +347.3kPython
47. #5,403
    LouisShark/chatgpt_system_prompt

    A collection of GPT system prompts and various prompt injection/leaking knowledge.

    • Silver I

    1,501 Elo +2010.8kHTML
48. #5,837
    ZeroLu/awesome-nanobanana-pro

    🚀 An awesome list of curated Nano Banana pro prompts and examples. Your go-to resource for mastering prompt engineering…

    • Silver III

    1,481 Elo −410.3k
49. #5,867
    EvoMap/evolver

    The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai

    • Silver III

    1,479 Elo +218.7kJavaScript
50. #6,457
    jamez-bondos/awesome-gpt4o-images

    Awesome curated collection of images and prompts generated by GPT-4o and gpt-image-1. Explore AI generated visuals…

    • Silver IV

    1,454 Elo +208.1kJavaScript
51. #6,571
    microsoft/promptflow

    Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.

    • Silver IV

    1,450 Elo −1711.2kPython
52. #6,861
    NirDiamant/Prompt_Engineering

    22 prompt engineering techniques with hands-on Jupyter Notebook tutorials, from fundamental concepts to advanced…

    • Silver V

    1,438 Elo +67.9kJupyter Notebook
53. #7,519
    promptslab/Awesome-Prompt-Engineering

    This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative Pre-trained…

    • Bronze II

    1,413 Elo +436.4kTypeScript
54. #8,050
    mufeedvh/code2prompt

    A CLI tool to convert your codebase into a single LLM prompt with source tree, prompt templating, and token counting.

    • Bronze III

    1,394 Elo +157.7kRust
55. #8,647
    JuneYaooo/rea-video

    Reverse-engineer any video, shot by shot: filmed, AI-generated or coded, and how to remake it. Breakdowns in the open…

    • Bronze V

    1,368 Elo +3629.1kPython
56. #8,947
    langgptai/wonderful-prompts

    🔥中文 prompt 精选🔥，ChatGPT 使用指南，提升 ChatGPT 可玩性和可用性！🚀

    • Copper I

    1,353 Elo +16.3k
57. #9,690
    aimhubio/aim

    Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

    • Copper III

    1,295 Elo −66.2kPython
58. #9,729
    NeoVertex1/SuperPrompt

    SuperPrompt is an attempt to engineer prompts that might help us understand AI agents.

    • Copper III

    1,290 Elo −116.4k
59. #10,182
    zhanghao123vip/ai-manju-skills

    21 个题材的 AI 漫剧全流程 Skill：一句点子生成企划案、资产图提示词、分集剧本、分镜与视频提示词。可用于 Claude Code、WorkBuddy、DeepSeek

    • Copper V

    700 Elo −8816