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
tonydzi/agent-leash LEASH-8: an 8-domain control model for AI agents with delegated authority. Scorecard, appr 5 Codex, OpenCode 1 834 tok
Syniox5334/apple-dev-skills Provide essential skills for Apple development, including Xcode workflows, Dash docset man 5 Codex, OpenCode 1 1,793 tok
robin-liquidium/agent-skills useful ai agent skills 5 Codex, OpenCode 1 280 tok
RightBlogger/bloggingskills bloggingskills.com Agent skills that write blog content that ranks and doesn't read like AI. 5 Codex, OpenCode 1 1,595 tok
shihabshahrier/manim-coding-skill AI STEM animation skill — ManimGL for coding agents 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,024 tok
Stephen-studying/tech-route-maker Evidence-grounded editable technical route diagrams for research and engineering projects. 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,476 tok
kitepon/Throughline npmjs.com Cut ~90% of Claude Code's context usage while keeping nearly all the memory 5 Claude Code, Codex, OpenCode 3 28,736 tok
neXenio/bifrost-plugin Claude Code + Claude Desktop plugin for any Bifrost MCP gateway: one-command setup, skill 5 Codex, OpenCode 1 1,141 tok
krishddd/llm-wiki pypi.org A self-healing local knowledge base where a local LLM compounds your documents across four 5 Claude Code, Codex, OpenCode 2 8,670 tok
nusabyte-my/jebat-core jebat.online JEBAT v8.2.1: sovereign AI workstation with a self-hosted WebUI, governed agents, persiste 5 Codex, OpenCode 1 564 tok
DaveGold/mcp-metadata-demo davidgolverdingen.nl Demo MCP server + MCP apps, and the evals that tested its metadata: what actually reaches 5 Claude Code, Codex 18 —
erhangundogan/videre videre.sh Multimedia library for the age of AI 5 Claude Code, Codex, OpenCode 2 1,827 tok
yoheinakajima/epistemedia epistemedia.org Knowledge that can show its work: an open, federated knowledge system for humans and agent 5 Codex, OpenCode 1 1,112 tok
maxgfr/conforme Sync your AI coding config from Claude Code, Codex, or any tool (rules, skills, agents, MC 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, Kiro, OpenCode 9 44,667 tok
liustack/summono summono.com One click and DeepSeek Harness is running — the free launcher & installer for AI harnesses 5 Claude Code, Codex, OpenCode 2 1,047 tok
MicaelJarniac/repeaterbook repeaterbook.readthedocs.io Unofficial, third-party Python library and MCP server that provides a powerful and conveni 5 Codex, OpenCode 1 1,805 tok
agno-agi/agentos-render docs.agno.com AgentOS: Serve agents over API, MCP, and chat interfaces like Slack 5 Claude Code, Codex, OpenCode 10 2,377 tok
tjboudreaux/rosetta skills.sh Reconcile every AI coding agent's conversation history (Claude Code, Codex, Gemini, Cursor 5 Codex, OpenCode 1 1,261 tok
cosmo-autom8s/ai-executive-assistant Your personal executive assistant that lives in your terminal. Built on Claude Code. Manag 5 Claude Code, Codex 25 —
cerbos/skills cerbos.dev Agent skills for Cerbos, the authorization management platform. Enforce fine-grained, cont 5 Codex, Gemini CLI, OpenCode 2 1,516 tok
staticaland/skills Ceremonial grade agent skills 🫖 5 Claude Code, Codex, OpenCode 7 949 tok
mschulkind-oss/yolo-jail A Nix-based jail for coding agents. 5 Claude Code, Codex, OpenCode 4 9,932 tok
howells/skills 5 Codex, OpenCode 1 137 tok
z4ppy/playlab42 z4ppy.github.io Laboratoire ouvert pour comprendre l’IA et coder avec elle. 5 Claude Code, Codex, GitHub Copilot, OpenCode 19 4,798 tok
tugrulguner/summonpot summonpot.modepot.io A contract-first Python framework for modernizing APIs for AI through exact application be 5 Claude Code, Codex, OpenCode 4 918 tok
singleton11/kotlin-toolchain-skills A collection of AI agent skills for Kotlin Toolchain 5 Claude Code, Codex, OpenCode 2 20 tok
accordproject/concerto-rust Implementation of Concerto runtime in Rust 5 Codex, OpenCode 1 279 tok
cantian-ai/agent-skill 5 Codex, OpenCode 1 1,950 tok
hanthor/gnome-gui-spec 5 Codex, OpenCode 1 122 tok
salehabbaas/resume-builder An advanced AI-powered resume builder skill for Claude (Cowork / Claude Code). Paste a job 5 Codex, OpenCode 1 489 tok
mercato-supply-chain/mercato-dapp mercatocapital.xyz MERCATO is a supply chain finance application: it helps small and medium businesses (we us 5 Claude Code, Codex, OpenCode 6 4,201 tok
vantasnerdan/substrate-framework Claim-governed, agentic workflow for substrate physics framework 5 Codex, OpenCode 6 3,956 tok
marmot-protocol/whitenoise-linux committish.app Whitenoise linux. Please file issues and PRs on ngit 5 Claude Code, Codex, OpenCode 4 6,867 tok
RedHatResearch/aibom-security AI BOM Security 5 Claude Code, Codex, OpenCode 2 3,161 tok
hanzixuan58521/zixuan-agent-constitution A personal AI agent constitution combining Occam's razor, first principles, beginning with 5 Codex, OpenCode 1 3,941 tok
vodoon-cell/ai-website-cloner-template-all ai-website-cloner-template 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 2,437 tok
TMHSDigital/CFX-Developer-Tools tmhsdigital.github.io AI-powered Cursor IDE plugin for FiveM and RedM resource development. 9 skills, 6 rules, 6 5 Claude Code, Codex, Cursor, OpenCode 3 6,431 tok
Gkrumbach07/openshell-dashboard Standalone upstream web admin UI for OpenShell 5 Claude Code, Codex, OpenCode 7 1,415 tok
Lolaplex/agents-memory pypi.org Local markdown memory & cross-agent context engine for coding agents (MCP). 5 Claude Code, Codex, OpenCode 2 1,011 tok
RazorEdge-wyh/spare-me A Skill that makes AI grovel and apologize first when angry, then write the reason for the 5 Claude Code, Codex, OpenCode 2 646 tok
muhammaddadu/outlook-cli 5 Codex, OpenCode 1 2,473 tok
tszaks/ghub MCP server and JSON CLI for Gmail, Drive, Sheets, Docs and Calendar across multiple Google 5 Codex, OpenCode 1 653 tok
SuperWangYuan/toutiaohao-mcp-server EN: An MCP server and HTTP API powered by Go and go-rod for automated Toutiao (ByteDance) 5 Codex, OpenCode 1 6,482 tok
mitodl/agent-kit Team toolkit for AI agent utilities: skills, custom agents, MCP helpers, and configuration 5 Codex, OpenCode 1 3,068 tok
Addono/gh-attach Upload images to GitHub issues, PRs, and comments — from the CLI or via MCP. 5 Claude Code, Codex, OpenCode 5 312 tok
ihuzaifashoukat/splicedeck A video editor an AI agent drives, running on your own machine. 5 Claude Code, Codex, GitHub Copilot, OpenCode 7 2,541 tok
MMoMM-org/miyo-kado Where AI meets your vault, on your terms... Obsidian Vault MCP Server 5 Claude Code, Codex, OpenCode 3 1,884 tok
RuloGB/compendio-mcp Compendio is an MCP server that indexes a project's markdown documentation and exposes it 5 Claude Code, Codex, OpenCode 2 4,153 tok
TrueConf/trueconf-server-mcp Manage TrueConf Server conferences, recordings, and invitations from any MCP client 5 Codex, OpenCode 1 8,050 tok
MarvelCollin/overleaf-claude-mcp modelcontextprotocol.io MCP server that connects Claude to Overleaf. Read, edit, compile and restore LaTeX project 5 Claude Code, Codex, OpenCode 2 1,431 tok