How real projects configure their agents

24,815 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
patrick-oculussec/fedramp-ksi-agent-skills AI Agent Skills based on FedRAMP 20X KSIs. 4 Codex, OpenCode 1 877 tok
AliYmn/claude-structured An opinionated project template for Claude Code — persistent context, autonomous workflows 4 Claude Code, Codex, OpenCode 6 534 tok
Shreyas-prog108/shreyas-skills Personal engineering skill framework for agentic AI development(Inspired by Karpathy) — fo 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 282 tok
ArogyaReddy/https-github.com-JuliusBrussee-caveman 4 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 2,822 tok
rdudov/task-agent Generic task-first autonomous agent workspace template 4 Claude Code, Codex, OpenCode 2 5,380 tok
AMDResearch/ai4science-studio How-to guides and AMD/ROCm optimization recipes for open AI-for-science models. 4 Claude Code, Codex, Cursor, OpenCode 34 2,248 tok
Rebell-Leader/SpatialAI_MCP Empowering spatial transcriptomics research by providing AI agents with a standardized int 4 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 8 9,039 tok
backendforth/next-sanity-starter bef-next-sanity-starter.netlify.app Production-shaped Next.js 16 + Sanity Studio v5 starter with locale routing, Mux video, Vi 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 9,498 tok
ralfyishere/agent-zero-trust Offline repo inspection and change review for AI coding agents. Scan instructions, compare 4 Claude Code, Codex, OpenCode 2 718 tok
KaranTankshali/site-seo-pipeline A pipeline to research and suggest seo improvements 4 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,731 tok
Gargeya-Grey/TwinAatma 4 Claude Code, Codex, OpenCode 2 839 tok
rkttu/cadenza A custom MSBuild SDK family for writing console, worker, and web .NET apps as single .cs f 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,742 tok
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 6,587 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
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 5 1,084 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
codegraph-ai/codegraph-rules-for-agents Pre-configured rule files for AI coding agents to use CodeGraph effectively. 4 Claude Code, Codex, GitHub Copilot 4 767 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 29 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
guybnd/Event-Horizon guybnd.github.io 4 Claude Code, Codex, OpenCode 2 4,493 tok
xiaolitongxue666/nvim Neovim config file 4 Claude Code, Codex, OpenCode 2 7,497 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
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 15 2,703 tok
singlepagestartup/singlepagestartup singlepagestartup.com Boilerplate for Lean Startup Developers 4 Claude Code, Codex, OpenCode 2 5,509 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
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 40,340 tok
985892345/astrbot_plugin_claude_channel Bridges AstrBot private or group chat messages to Claude Code Channel 4 Codex, OpenCode 1 138 tok
z-soulx/ai-feishu Locally organize Feishu content with AI, then upload it 4 Claude Code, Codex 25 —
ddddjaak/se-skills An AI-assisted workflow for chip manufacturer SEs (systems engineers/application architect 4 Claude Code, Codex, OpenCode 8 6,412 tok
surajpratap/claude-wow-plugin 4 Codex, OpenCode 1 2,172 tok
divadbaroon/claude-plugins 4 Claude Code, Codex, OpenCode 2 412 tok
LuminaryWorks/LuminaryWorks LuminaryWorks AI ecosystem — narrative, standards, and shared services for five independen 4 Codex, Cursor, OpenCode 2 509 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 1,357 tok