How real projects configure their agents

22,109 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
Open-Systems-Pharmacology/OSPSuite-R open-systems-pharmacology.org R package for the OSPSuite 58 Claude Code, Codex, GitHub Copilot, OpenCode 3 5,462 tok
ma-nucho-pro/wife Local, persistent and auditable memory layer for Claude Code, Codex, Cursor & Gemini CLI. 58 Claude Code, Codex, OpenCode 2 1,346 tok
ZengLiangYi/ChatCrystal zengliangyi.github.io Local-first AI PKM for coding conversations: import Claude Code/Cursor/Codex, distill note 58 Codex, OpenCode 1 3,013 tok
RohanAnandPandit/trading212-mcp-server docs.trading212.com The Trading212 MCP server is a Model Context Protocol server implementation that provides 58 Codex, OpenCode 2 260 tok
AgriciDaniel/gogh agricidaniel.github.io Gogh is a source-cited Obsidian operating brain that turns six frontend design skills into 58 Claude Code, Codex, Gemini CLI, OpenCode 3 436 tok
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
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
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
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
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
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
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
deliveryhero/asya asya.sh 🎭 Distributed Actor Mesh on K8s for AI Agents 58 Claude Code, Codex, Gemini CLI, OpenCode 4 4,426 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
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
mrkungfudn/antigravity-ide-mobile 📱 Remote control panel for Antigravity IDE — live AI chat streaming, file browser, Git, s 57 Codex, OpenCode 1 704 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
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
JCSnap/claude-code-queue claude code has a rate limit. auto queue instructions when rate limit resets. 57 Claude Code, Codex, OpenCode 2 3,836 tok
ondata/ckan-mcp-server ondata.github.io MCP server for querying CKAN open data portals (package search, DataStore SQL, organizatio 57 Claude Code, Codex, OpenCode 10 7,600 tok
maksimzayats/acodex docs.acodex.dev Local MCP automation bridge for the Codex desktop app, with CLI, HTTP server, and live cod 57 Codex, OpenCode 1 400 tok
Consiliency/Code-Index-MCP Code indexing MCP server to provide context to coding agents. 57 Claude Code, Codex, OpenCode 15 5,175 tok
Benny-Lewis/home-assistant-assistant 57 Claude Code, Codex, OpenCode 3 3,140 tok
pabpereza/kali-mcp AI Agent implementation to automate ethical hacking tasks. Use it with responsibility. 57 Claude Code, Codex, OpenCode 8 3,420 tok
longzhi/clawhive Lightweight, Rust-native AI Agent platform. Security sandbox from day one. 57 Claude Code, Codex, OpenCode 2 3,177 tok
Flemma-Dev/flemma.nvim flemma.dev AI knowledge workbench for Neovim. 57 Claude Code, Codex, OpenCode 6 5,415 tok
contentful/contentful-resolve-response Resolve items & includes of a Contentful API response into a proper object graph 57 Codex, OpenCode 1 666 tok
1425sd/AI-memory-project A project context template for AI coding assistants. Put these files into any project so t 57 Codex, OpenCode 1 902 tok
matheuscamarques/pon_beam PON-BEAM is a complete re-architecture of the Erlang/OTP Virtual Machine (ERTS — Erlang Ru 57 Codex, OpenCode 1 1,720 tok
Eljaja/BibaVPN DPI-resistant SOCKS5/HTTP tunnel over TLS+WebSocket for self-hosted single-VPS setups 57 Codex, OpenCode 1 10,350 tok
getsentry/warden-skills 57 Claude Code, Codex, OpenCode 2 1,475 tok
starling-browser/starling starlingbrowser.com Managed-first .NET web browser engine, built from primitives 57 Claude Code, Codex, OpenCode 4 6,125 tok
ebibibi/ebi-agent-chat-relay Multi-frontend agent relay: run Claude Code, Codex, local, and AG-UI agents from Discord o 57 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 16 7,573 tok
lensesio/agentic-engineering-for-apache-kafka lenses.io AI agent skills for building, operating and troubleshooting Apache Kafka applications. Top 57 Claude Code, Codex, OpenCode 1 2,495 tok
comma-compliance/arc-relay commacompliance.ai MCP control plane that's easy to use 57 Codex, GitHub Copilot, OpenCode 2 1,672 tok
SaigonXIII/evc The open-source marketing agent workspace for Claude Code. 42 commands, 12 hooks, 4 indust 57 Codex, OpenCode 1 250 tok
ErisPulse/ErisPulse erisdev.com Event-driven multi-platform bot framework with Dashboard, Docker, hot-reload, and module m 57 Codex, OpenCode 1 2,402 tok