How real projects configure their agents

23,157 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.

Building agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
sunshineLixun/video-publish-skill Local-first Codex skill for preparing and safely staging video publishing assets 22 Codex, OpenCode 1 164 tok
jstxn/agentdir Local-first Maildir-inspired work mailstore for software agents 22 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,038 tok
srwang0506/HatchPet-CapybaraLulu A lively Capybara Lulu desktop pet for Codex, with smooth expressive animation, task-aware 22 Claude Code, Codex, OpenCode 2 371 tok
KatherLab/llmaixweb A web interface for the LLMAIx framework. Information Extraction. 22 Claude Code, Codex, OpenCode 2 10,321 tok
tanghaojie/Cyber-AI-Forge tanghaojie.github.io AI-Native Enterprise Application Scaffold. An AI-driven intelligent enterprise application 22 Claude Code, Codex, OpenCode 2 3,933 tok
kninetimmy/orch Cross-host development orchestrator for Codex CLI and Claude Code CLI 22 Claude Code, Codex, OpenCode 2 804 tok
SaschaBrunnerCH/arcgis-maps-sdk-js-ai-context Install AI assistant context files for ArcGIS Maps SDK for JavaScript development. Support 22 Codex, OpenCode 1 2,049 tok
cpuguy96/StepCOVNet Deep Learning to Create StepMania SM FIles 22 Claude Code, Codex, Cursor, OpenCode 12 1,611 tok
rtb-1005/Course_Weight-Optimizer Northeastern University course selection weighting assistant 22 Codex, OpenCode 1 2,402 tok
F-U-S-E-E/FuseDevelopmentGroup 22 Codex, OpenCode 1 1,269 tok
eunsanMountain/atlassian-skills pypi.org Token-efficient CLI for Atlassian Server/DC (Jira, Confluence, Bitbucket) — drop-in altern 22 Claude Code, Codex, OpenCode 2 2,004 tok
kombohq/company-brain Template for creating a long-term sync hub that checks your company's data sources into Gi 22 Claude Code, Codex, OpenCode 2 386 tok
Ezra144israel/governed-agent-skills ezra144israel.github.io Six skills tell coding agents how to work. Two guards enforce the parts that should not de 22 Claude Code, Codex, OpenCode 2 119 tok
daidaiJ/websearch-mcpserver A lightweight self-hosted personal AI web search solution supporting baidu/tavily/exa APIs 22 Codex, OpenCode 1 2,640 tok
IvoryCanvas/QAMap npmjs.com Local zero-LLM PR QA designer: turns commits and diffs into behavior lifecycles, QA scenar 22 Codex, OpenCode 1 286 tok
mcpmux/mcp-mux mcpmux.com Configure MCP servers once, connect every AI client through a single local gateway 22 Claude Code, Codex, OpenCode 2 4,434 tok
arozumenko/sdlc-skills SDLC agents and skills for Claude Code, Cursor, Windsurf, Copilot 22 Claude Code, Codex, Gemini CLI, OpenCode 3 5,080 tok
buYoung/skills Initialize projects with AGENTS.md 1.1 standard support for seamless AI agent collaboratio 22 Codex, OpenCode 1 1,966 tok
towerwatchman/Atlas Atlas in Electron 22 Claude Code, Codex, OpenCode 2 1,199 tok
krogh-jacobsen/unity-code-style-guide A C# code style guide for Unity projects 22 Codex, OpenCode 1 4,694 tok
likecoin/epub.ts likecoin.github.io A TypeScript fork of epubjs — parse and render EPUB documents in the browser. 22 Claude Code, Codex, GitHub Copilot, OpenCode 4 765 tok
Wardell-Stephen-CurryII/OpenNova This is an AI Agent project; it's used for learning. 22 Claude Code, Codex, OpenCode 2 1,760 tok
osolmaz/slophammer (Work in progress) Boilerplate reference implementations and tooling for coding projects, 22 Codex, OpenCode 1 330 tok
MidaTechnology/Situation-aggregation-monitoring A real-time global situation monitoring dashboard: aggregates multi-source news, market da 22 Claude Code, Codex, OpenCode 2 3,098 tok
re-cinq/wave re-cinq.github.io Multi-agent pipelines for AI-assisted development 22 Claude Code, Codex, Gemini CLI, OpenCode 29 4,733 tok
Agusx1211/NewShoes The original Command & Conquer: Generals Zero Hour engine, ported to WebAssembly and playa 22 Claude Code, Codex, OpenCode 6 3,260 tok
gjsify/gjsify gjsify.github.io The full JavaScript ecosystem, native on GNOME 22 Claude Code, Codex, OpenCode 4 5,375 tok
daloyjs/daloy daloyjs.dev The first TypeScript REST API framework built for secure AI-assisted services. DaloyJS com 22 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,867 tok
johannesPettersson80/scena docs.rs Rust-native 3D scene-graph renderer for glTF/GLB, WebGPU/WebGL2, WASM, and headless render 22 Claude Code, Codex, OpenCode 17 8,457 tok
jamie950315/pplx-proxy Reverse proxy for Perplexity.ai — OpenAI-compatible API + MCP server using your Pro subscr 22 Codex, OpenCode 1 6,191 tok
MattArtzAnthro/gephi-ai mattartz.me Extends Gephi with AI capabilities. Includes a Gephi plugin for graph analytics, an MCP se 22 Claude Code, Codex, Gemini CLI, OpenCode 3 2,678 tok
Elio-Liu/JoinQuant-QMT-Trader JoinQuant-QMT-Trader is a lightweight quantitative trading middleware that connects the Jo 22 Codex, OpenCode 1 8,882 tok
netresearch/docker-development-skill Agent Skill: Docker image development patterns - Dockerfile best practices, CI testing, co 22 Codex, OpenCode 1 845 tok
quangdang46/openproxy Smart AI proxy router that connects Claude Code, Cursor, Codex, Copilot, and 50+ coding to 22 Claude Code, Codex, OpenCode 2 1,905 tok
yang3kc/daily_arxiv_digest Daily digest of interesting arXiv papers — an unattended LLM pipeline for cron, plus a zer 22 Claude Code, Codex, OpenCode 2 1,792 tok
NimbleBrainInc/nimblebrain nimblebrain.ai Self-hosted platform for MCP Apps and agent automations — tools, interactive UIs, schedule 22 Claude Code, Codex, OpenCode 2 20,626 tok
sandraschi/ocr-mcp FastMCP server providing advanced OCR capabilities with current state-of-the-art models (D 22 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 8 822 tok
fenjo26/OpenGSC opengsc.org Self-hosted Google Search Console dashboard — rank tracking, keyword research, AI-visibili 22 Claude Code, Codex, OpenCode 10 79 tok
mirkobozzetto/espresso Lightweight, evidence-preserving coding workflows for Claude Code, Codex, OMP and Pi. 22 Codex, OpenCode 1 80 tok
worlyung/exegete Hallucination-resistant Bible exegesis for Claude — Greek, Hebrew, English & Korean. 4-sta 22 Claude Code, Codex, OpenCode 2 7,411 tok
eugenelim/agent-ready-repo eugenelim.github.io The complete AI operating model for software teams — from first idea to production. Three 22 Claude Code, Codex, OpenCode 2 2,326 tok
lizhiyao/oh-my-knowledge oh-my-knowledge.pages.dev OMK — Evidence-backed evaluation and observability for prompts, RAG, skills, agents, and w 22 Claude Code, Codex, OpenCode 5 2,477 tok
ggg123124/vrchat-assistant Self-hosted VRChat friend activity monitor - real-time WebSocket tracking of friends' onli 22 Codex, OpenCode 1 8,510 tok
eigent-ai/agent-skills eigent.ai Open-Source Cowork Agent Skills Collection | High Quality for Exceptional Productivity 22 Claude Code, Codex, OpenCode 2 3,587 tok
asa-degroff/Porrima porrima.cc A self-hosted, memory-native AI agent framework and cross-platform GUI application. 22 Claude Code, Codex, OpenCode 2 3,082 tok
intel/gpu-ai-skills Agent Skills for running, benchmarking, and profiling Hugging Face models on Intel GPUs — 22 Claude Code, Codex, OpenCode 2 2,191 tok
michielhdoteth/awesome-ai-agent-tools awesome-ai-agent-tools.vercel.app The most comprehensive open-source library of 600+ installable AI agent components: skills 22 Codex, OpenCode 1 557 tok
BofAI/mcp-server-tron bankofai.io TRON Ecosystem MCP Server 22 Codex, OpenCode 1 1,354 tok
VonTerraProject501c3/slushpile An adversarial job search that gets better as it goes: pool-anchored fit scoring, a resume 22 Claude Code, Codex, Gemini CLI, OpenCode 3 14,227 tok
vgtitov/bsl-ai-toolkit AI-first development for 1C:Enterprise 8.3 — skills, rules, MCP servers, and a byte-perfec 22 Claude Code, Codex, Gemini CLI, OpenCode 13 6,719 tok