How real projects configure their agents

43,608 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
timothy-agent/timothy The open-source control plane for your personal AI workforce. Run your own AI agents. Your 58 Claude Code, Codex, OpenCode 2 3,195 tok
sands-lab/nika sands-lab.github.io A Network Arena for Benchmarking AI Agents on Network Troubleshooting 58 Claude Code, Codex, OpenCode 2 757 tok
spboyer/sensei spboyer.github.io Skill for iteratively improving SKILL.md frontmatter compliance using the Ralph loop patte 58 Codex, GitHub Copilot, OpenCode 2 2,289 tok
fehbari/sunshine-scripts Scripts for Sunshine game stream host. 58 Codex, OpenCode 1 1,288 tok
JannikWempe/mcp-lexware-office MCP server to interact with Lexware Office 58 Claude Code 1 365 tok
netresearch/claude-code-marketplace netresearch.github.io Curated Agent Skills collection for AI-assisted development. Open standard — agentskills.i 58 Claude Code, Codex, Gemini CLI, OpenCode 3 2,314 tok
laurigates/claude-plugins Claude Code plugins for development workflows 58 Claude Code 3 3,676 tok
d-kuro/kirocc A local proxy server that relays Anthropic Messages API-compatible requests to the Kiro (A 58 Claude Code 3 288 tok
fabb/WigAI Bitwig Controller Extension that provides an MCP Server for AI Agent control 58 Claude Code, Codex, OpenCode 49 447 tok
LaplaceYoung/oh-my-dsh oh-my-dsh: a plugin ecosystem for DSH (DeepSeek Harness)—700+ plugins registered solely th 58 Codex, OpenCode 1 1,089 tok
whoamihappyhacking/lazycat-skills A set of AI agent skills designed specifically for developers of the LazyCat MicroServer p 58 Codex, OpenCode 1 1,267 tok
sunyifeisb-art/legalwork bytelegal.cn LegalWork - legal AI workbench 58 Claude Code 1 2,646 tok
mattwynne/yaks Shared Discovery Trees in the CLI for teams of humans and robots 58 Claude Code, Codex, OpenCode 8 1,106 tok
swimmwatch/cloakbrowser-mcp swimmwatch.github.io ⚡ CloakBrowser MCP server for AI agents: Playwright-powered browsing, clean tool forwardin 58 Claude Code, Codex, GitHub Copilot, OpenCode 17 2,684 tok
motherduckdb/agent-skills Opinionated AI agent skills for building applications with MotherDuck 58 Claude Code, Codex, Gemini CLI, OpenCode 3 4,317 tok
jeremylongshore/excel-analyst-pro-skill-md claudecodeplugins.io Professional financial modeling toolkit for Claude Code with auto-invoked Skills. Build DC 58 Claude Code, Codex, OpenCode 2 919 tok
matteotitta/claude-code-marketing-quickstart genesysgrowth.com Claude Code for GTM — quickstart for GTM operators 58 Claude Code 1 151 tok
hssqz/plate-rotation-skill A-share sector rotation & strong-sector identification Claude Code Skill — dual-source com 58 Claude Code 1 3,390 tok
sazardev/networking-with-go sazardev.github.io This is the ultimate, fun, and hands-on guide to mastering network programming with Go. Wh 58 Claude Code, Codex, OpenCode 14 1,572 tok
mikkovihonen/quadletman mikkovihonen.github.io Web application for managing rootless podman containers with quadlets and systemd 58 Claude Code, Codex, GitHub Copilot, OpenCode 3 16,535 tok
zoharbabin/web-researcher-mcp zoharbabin.github.io Give your AI assistant real web search, full-page reading, and multi-source research with 58 Claude Code 2 5,745 tok
get-convex/agent-skills Convex Skills for Agents 58 Codex, OpenCode 1 556 tok
sageox/ox sageox.ai The hivemind for AI coding agents — persistent team context recorded once and recalled acr 58 Claude Code, Codex, Gemini CLI, OpenCode 36 4,365 tok
kortix-ai/agent-computer-use agent-computer-use.dev Computer use CLI for AI agents 58 Claude Code 1 956 tok
manoharc07/DigiFrame digiframe.pages.dev A wall frame for a 64×64 HUB75 LED matrix, turning it into a smart clock. It shows an NTP 58 Claude Code 1 11,974 tok
singhharsh1708/scrollcraft scrollcraft-gilt.vercel.app AI-powered scroll website builder — hosted app, plus a Claude Code skill: /plugin marketpl 58 Claude Code, Codex, OpenCode 2 79 tok
confluentinc/agent-skills AI agent skills for stream processing and event streaming 58 Claude Code 1 1,219 tok
ananddtyagi/webpage-screenshot-mcp An MCP that gives your agent the ability to snap a screenshot of webpages. Useful when you 58 Claude Code 1
deliveryhero/asya asya.sh 🎭 Distributed Actor Mesh on K8s for AI Agents 58 Claude Code, Codex, Gemini CLI, OpenCode 4 4,426 tok
non-dirty/imap-mcp IMAP Model Context Protocol server for interactive email processing 58 Claude Code 1 2,218 tok
devifyllc/stitchfy devifyllc.com AI-assisted solution-engineering framework that turns business and technical requirements 58 Claude Code 2 1,331 tok
trustabl/trustabl Agent reliability scanner: find and fix agent reliability gaps 58 Claude Code, Gemini CLI 2 6,245 tok
unblocked/repo-rules-agent Extract and index AI coding instructions from rules files 58 Claude Code, Codex, OpenCode 3 849 tok
JonasBaeumer/herdr-file-annotator A plugin for herdr to maximize agentic development without losing touch with the actual co 58 Codex, OpenCode 1 110 tok
bob-fornal/work-notes General Work Notes. These are often paper-notes, converted ... I have a lot of paper. 58 GitHub Copilot 1 278 tok
timvw/wt A fast, simple Git worktree helper written in Go 58 Codex, OpenCode 1 2,193 tok
pvieito/MachMemoryKit Swift framework to inspect, write and patch processes virtual memory. 58 Claude Code, Codex, OpenCode 2 73 tok
TserenTserenov/FMT-exocortex-template Exocortex template: fork & deploy your AI-powered personal knowledge system with Claude Co 57 Claude Code, Codex, OpenCode 10 7,987 tok
Crypt0nly/plutus myplutus.ai Local Ai agent 57 Claude Code 2 973 tok
mrkungfudn/antigravity-ide-mobile 📱 Remote control panel for Antigravity IDE — live AI chat streaming, file browser, Git, s 57 Codex, OpenCode 1 704 tok
rfunix/tengu AI-powered penetration testing MCP server 57 Claude Code 1 6,055 tok
stainless-api/mcp-front stainless-api.github.io Auth proxy for Model Context Protocol servers - adds authentication to MCP tools for Claud 57 Claude Code 1 4,144 tok
EliaAlberti/dcode-agent-kit A Claude Code skill that scaffolds ready-to-run LangChain Deep Agents and dcode CLI agents 57 Claude Code 1 459 tok
xieyuschen/gopls-mcp gopls-mcp.org MCP server for golang projects development: Expand AI Code Agent ability boundary to have 57 Claude Code 1 9 tok
ZaneL1u/cloud-cli-proxy zanel1u.github.io A more powerful Claude Code wrapper that uses containerization to make you appear genuinel 57 Claude Code, Codex, OpenCode 6 6,222 tok
mathaix/OpenClawMachines openclawmachines.com Manage OpenClaw in your team (Enterprise) by providing it compute infrastructure, tool int 57 Claude Code, Codex 14
doncheli/don-cheli-sdd doncheli.tv Don Cheli — SDD Framework. The most comprehensive Specification-Driven Development framewo 57 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 62 3,547 tok
chongdashu/threejs-capacitor-ios-game A vibe coded mobile point and click adventure game using agent skills. 57 Claude Code, Codex 2
wotai-dev/woterclip GitHub Issues-backed agent orchestration for Claude Code – a single Claude wears persona h 57 Claude Code 1 1,309 tok
enkryptai/secure-mcp-gateway enkryptai.com Secure MCP Gateway - Setup Admin level gateway functionality for MCP servers - with guardr 57 Claude Code 1 13,326 tok