How real projects configure their agents

22,170 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
thinkitpossible/skill-hr skillhr.coze.site skillhr is HR for the Skill ecosystem: an open-source Agent Skill that matches, recruits, 4 Codex, OpenCode 1 238 tok
Mehtrick/bjoern Behaviordriven Javabased Onehundret and ten percent Efficient Readable Notation 4 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,589 tok
moonchanyong/megaman CLI for switching the primary context of coding agents 4 Codex, OpenCode 1 319 tok
HarperFast/Cortex Open-source AI memory system powered by Harper Fabric. Clone, configure, deploy. 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 5,244 tok
martinnaithani/Fireteam File-based coordination protocol for AI coding agent squads. Drop .fireteam/ into your pro 4 Claude Code, Codex, OpenCode 2 2,293 tok
YoRHa1998/ai-productivity-tracker An independent, self-contained AI coding session productivity tracking tool distributable 4 Claude Code, Codex, Cursor, OpenCode 16 6,127 tok
gaia-research/gaia-research research.gaiaskilltree.com Research backbone for gaia-skill-tree 4 Claude Code, Codex, OpenCode 17 6,572 tok
moasq/ios-dev-agent Universal iOS development agent - skills, rules, MCP servers for Claude Code, Codex, Curso 4 Claude Code, Codex, Gemini CLI, OpenCode 3 725 tok
legendtkl/agents-md-polish a skill to polish AGENTS.md for coding agent better context. 4 Claude Code, Codex, OpenCode 2 517 tok
okathira-dev/client-web-api-sandbox okathira-dev.github.io A playground using the Web browser API (optional) 4 Claude Code, Codex, OpenCode 7 537 tok
renanflustosa/octo-cluster All-in-one local harness for AI-assisted dev — RAG, memory, token economy, and verify gate 4 Claude Code, Codex, OpenCode 3 783 tok
xccElephant/agent-wiki A persistent, agent-maintained wiki for raw sources, notes, and research. Works with Curso 4 Claude Code, Codex, OpenCode 2 1,475 tok
brycegao/android-finance-spec AI coding skill for Android finance apps: BigDecimal precision, RTL/i18n, Kotlin style, an 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 392 tok
an8079/take-skills 4 Claude Code, Codex, OpenCode 2 1,439 tok
Stargod-0812/star-guidelines An operating contract for frontier coding agents. 4 Claude Code, Codex, OpenCode 2 1,498 tok
HunterHillegas/mac-assed-mac-app-skill An agent skill for creating Mac-assed Mac apps. 4 Codex, OpenCode 1 498 tok
asaphe/promptcraft various rules, prompts and other settings used with various AI tools 4 Claude Code, Codex, OpenCode 3 1,078 tok
the-hooman-loop/anti-slop-kit Portable, tool-agnostic Agent Skills and prompt cards for using AI without generic, unveri 4 Codex, OpenCode 1 338 tok
RonasIT/open-webui-mcp-server-python Simple MCP server to access your knowledge in Open WebUI 4 Codex, OpenCode 1 96 tok
Hedicx2020/ghquant_plugin Claude Code plugin for reproducing quantitative research reports: an 11-stage gated state 4 Claude Code, Codex, OpenCode 2 4,859 tok
florian101010/awesome-agentic-AI-coding-template Stop re-explaining your project to every AI agent. Pre-wired for Claude Code, Copilot, Cur 4 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 26 3,985 tok
shibingli/mcp-toolkit MCP ToolKit is a feature-rich and secure MCP tools collection designed to provide powerful 4 Codex, OpenCode 1 2,481 tok
7vignesh/fossel fossel.app 4 Codex, OpenCode 1 1,412 tok
mr-light-show/remote-pianobar 6xq.net Console-based pandora.com player 4 Codex, Cursor, OpenCode 3 2,632 tok
guybnd/Event-Horizon guybnd.github.io 4 Claude Code, Codex, OpenCode 2 3,693 tok
fokkerone/superspecs 4 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 28 1,504 tok
xiaolitongxue666/nvim Neovim config file 4 Claude Code, Codex, OpenCode 2 5,263 tok
duolahypercho/startup-kit Cross-agent frontend startup kit: SF Pro theme, light/dark Tailwind tokens, shadcn/ui conv 4 Codex, OpenCode 1 573 tok
harshanandak/forge 7-stage TDD-first workflow for Claude Code 4 Claude Code, Codex, OpenCode 28 5,553 tok
agtm1199/uber-polya agtm1199.github.io A universal problem-solving skill for code agents (e.g. Claude, Codex), inspired by George 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,214 tok
shaominngqing/flog Terminal log viewer + network inspector for Flutter. Auto-connects, HTTP/SSE/WS debugging, 4 Claude Code, Codex, OpenCode 2 10,002 tok
jepegit/issue-flow Agents should behave. Let them follow the issue flow. 4 Claude Code, Codex, Cursor, OpenCode 32 7,528 tok
Korner83/ai-development-methodology Methodology for running software projects where humans and AI agents collaborate as peers. 4 Codex, OpenCode 1 784 tok
LBT-AI/toolnet-memory 4 Claude Code, Codex, Gemini CLI, OpenCode 3 1,446 tok
singlepagestartup/singlepagestartup singlepagestartup.com Boilerplate for Lean Startup Developers 4 Claude Code, Codex, OpenCode 2 8,244 tok
bullboy1/babycoding This protocol is like a shared "tool inventory" for the project. Before writing any code, 4 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 10,135 tok
Parth308/auditx auditx-cli.vercel.app 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 415 tok
greglas75/codesift codesift.dev Token-efficient code intelligence for AI agents — 66 MCP tools via tree-sitter AST, BM25F 4 Claude Code, Codex, Gemini CLI, OpenCode 3 25,440 tok
OITApps/oitvoip-mcp-server OITVOIP MCP Server for NetSapiens Platform Integration - Comprehensive MCP server providin 4 Claude Code, Codex, OpenCode 2 486 tok
985892345/astrbot_plugin_claude_channel Bridges AstrBot private or group chat messages to Claude Code Channel 4 Codex, OpenCode 1 138 tok
codeprimate/math-mcp MCP server providing symbolic mathematics for Cursor AI and Claude Desktop. Solve equation 4 Codex, OpenCode 1 1,069 tok
Leo-maomao/pm-copilot Product manager AI Agent workflow kit for generating PRDs, tracking plans, clickable proto 4 Codex, OpenCode 1 335 tok
ddddjaak/se-skills An AI-assisted workflow for chip manufacturer SEs (systems engineers/application architect 4 Claude Code, Codex, OpenCode 8 6,412 tok
yapota2018/affaan-m-everything-claude-code 4 Claude Code, Codex, OpenCode 58
surajpratap/claude-wow-plugin 4 Codex, OpenCode 1 2,172 tok
divadbaroon/claude-plugins 4 Claude Code, Codex, OpenCode 2 412 tok
bengous/claude-code-plugins Opinionated plugins and workflow extensions for Claude Code. 4 Claude Code, Codex, OpenCode 9 1,142 tok
msolecki/founder-os Claude Code / Codex plugin: the executive team you can't afford yet 4 Codex, OpenCode 1 78 tok
gorewood/timbers 4 Claude Code, Codex, OpenCode 2 5,533 tok
Mazalucas/El-DT-Lightweight-Army El DT is the framework that turns your AI into a Technical Director: it structures the con 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 5 1,144 tok