How real projects configure their agents

43,712 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 agents7,642Claude Code6,648Data and AI3,676Backend and APIs3,504Languages3,399Planning3,222Git and workflow3,208Code review2,742Testing2,379Memory and context2,369Writing and docs2,323DevOps and cloud2,311Research2,290Frontend2,261Security2,025Productivity1,719

All Claude Code31,996 Codex23,310 OpenCode22,256 GitHub Copilot3,557 Gemini CLI1,917 Cursor1,739 Windsurf141 Kiro81

Project Stars Configures Files Always loaded
jdutton/vibe-agent-toolkit Toolkit for testing and packaging portable AI agents across various LLMs, frameworks, and 2 Claude Code 2 4,162 tok
enovixpro/incident-analysis Multi-agent LangGraph + Claude pipeline: ops logs → classified incidents, RAG-grounded rem 2 Claude Code 1 5,374 tok
julianduque/heroku-ai-provider Heroku Managed Inference and Agents provider for the Vercel AI SDK 2 Codex, OpenCode 1 595 tok
benjaminheng/selly-agent 2 Codex, OpenCode 1 3,116 tok
kevinsuh/agentic-coding-workshop A minimal Next.js starter for hands-on agentic coding workshops 2 Claude Code, Codex, OpenCode 2 3,365 tok
fistasolutions/fista-spec-kit 2 Claude Code, Codex, OpenCode 1 3,305 tok
paulzuradzki/software-testing-workshop-pycon-us-2026 2 Claude Code, Codex, OpenCode 3 746 tok
jsturtevant/local-code-interpreter-tool 2 Claude Code, GitHub Copilot 6 1,022 tok
MattFlower/cc-focus macOS menu bar status indicator for Claude Code sessions 2 Claude Code 1 893 tok
Zakedu/agent-kanban-harness 2 Claude Code 1 2,323 tok
unbound-force/gaze Static analysis for Go that detects side effects and scores test quality -- know whether A 2 Claude Code, Codex, Cursor, OpenCode 56 15,888 tok
Millsondylan/Claude-code-agents 2 Claude Code, Codex, OpenCode 7 5,357 tok
solarcell1475/happy-cursor-agent Mobile and Web Client for Cursor Agent - Control your AI coding agent from anywhere with e 2 Claude Code 1
Xananthium/claude-code-agents 2 Claude Code 1 6,177 tok
dwcoates/doom-emacs-config My doom-emacs configuration files 2 Claude Code, Codex, OpenCode 5 16,504 tok
Medal-Social/Pilot pilot.medalsocial.com Your AI crew, ready to fly. 2 Claude Code, Codex, OpenCode 4 1,880 tok
sashajdn/dotf dotfiles 2 Claude Code 1 350 tok
sunnamed434/awesome-mcp-registry AI-curated, self-updating directory of MCP servers. Discovered from GitHub & the official 2 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,520 tok
stewnight/claude-code-agents Claude Code Agents 2 Claude Code 12 1,371 tok
bence-toth/agent-benchmark bence-toth.github.io Benchmark Claude configuration changes against your own tasks in your own repositories 2 Codex, OpenCode 1 989 tok
pilotspace/pilot-space pilot-spacex 2 Claude Code 26 2,337 tok
frontendmentorio/digitalbank-landing-page frontendmentor.io This challenge will provide a nice test for your layout skills. If you're ready to move up 2 Claude Code, Codex, OpenCode 2 2,400 tok
AINative-Studio/oss-repo-check OSS repository checker with AINative services integration 2 Claude Code 3 1,091 tok
videnovnebojsa/personal-ai-os-starter thinkink.io Personal AI OS starter kit - Claude Code setup for building your own AI-powered second bra 2 Claude Code, Codex, OpenCode 4 2,771 tok
Sundaye-uestc/MasterOfAgents AgentHub, a Multi-Agents Collaboration Platform. 2 Claude Code 1 630 tok
ArdurAI/ardur ardurai.github.io Open-source runtime governance for AI agents — prove what your agents do, not just what th 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 6,379 tok
askwigconsulting/cohort A portable, self-improving, multi-IDE agentic office: canonical artifacts compiled into Cl 2 Codex, OpenCode 1 2,492 tok
benniehaelen/anthropic_api_examples 2 Claude Code 1 3,584 tok
antongsm/mcp-telegram Telegram MCP Server for Claude Code & AI Agents - Send messages, files, voice via MTProto 2 Claude Code 1 490 tok
ibm-mas/gitops ibm-mas.github.io A GitOps approach to managing Maximo Application Suite 2 Codex, OpenCode 1 1,400 tok
SongHyojun0228/opendart-mcp-server 2 Claude Code 1 4,362 tok
Shonei/agents An AI agents CLI written in Go 2 Codex, OpenCode 1 1,002 tok
wake-engineering/ai-plugin AI-powered development assistance for Wake Commerce Storefront. Agents, skills, workflows, 2 Claude Code 1 601 tok
terrene-foundation/metis Metis — Applied ML for Decision Making (MBA training course, Week 4: Supply Chain Control 2 Claude Code 79 2,523 tok
cwoodruff/dotnet-claude-workshop-content 2 Claude Code 1
rereindev/blast-radius-predictor Predictive Blast Radius for Splunk alerts — pushes future-cascade impact into the alert pa 2 Claude Code, Codex, OpenCode 2 3,281 tok
Soju06/knowpatch LLM knowledge cutoff compensator for AI coding agents — corrects outdated versions, deprec 2 Claude Code, Codex, OpenCode 2 633 tok
Raxaroks/team-directory A modern team directory app. 2 Claude Code, Gemini CLI 2 2,919 tok
robertmeisner/mcp_sqlite_memory_bank a dynamic, agent- and LLM-friendly SQLite memory bank designed for Model Context Protocol 2 GitHub Copilot 4 12,017 tok
johnlindquist/github-project GitHub project management system using Issues, PRs, and CLI automation 2 Claude Code 2 6,209 tok
ekoindia/eps-platform eps.eko.in EPS Monorepo — Eko's AI-native developer platform, REST API documentation, MCP servers, mo 2 Claude Code, Codex, OpenCode 5 2,057 tok
tauhb/100x-content-agent 2 Claude Code, Codex, Cursor 2 809 tok
stellaraccident/therock-workspace Claude workspace for developing with TheRock 2 Claude Code, Codex, OpenCode 7 1,401 tok
nakaken-churadata/aichat-pbcc AI chat built with Claude Code 2 Claude Code 1 995 tok
sethdford/flowx 2 Claude Code, Cursor 33 389 tok
halo-jp/claude-code-agents-creator 2 Claude Code 6 2,259 tok
banbury-cheese/ideation-workflow 2 Claude Code 1 598 tok
agentjido/jido_lib jido.run DEPRECATED and unsupported: historical GitHub workflow library for the Jido ecosystem 2 Codex, OpenCode 1 303 tok
stratalab/strata-core In-memory database built for agents 2 Claude Code 1 3,431 tok
unclutter-pro/atlas Proactive Assistent helping you with digital work, tailored for long term work. 2 Claude Code 12 394 tok