How real projects configure their agents

23,196 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
pimcore/studio-backend-bundle Studio Backend bundle 20 Claude Code, Codex, GitHub Copilot 3 1,670 tok
majiayu000/claude-skill-registry-data Raw skills archive data for the Claude skill registry 20 Claude Code, Codex, OpenCode 2 599 tok
manakuro/asana-clone-app asanacloneapp.codelly.dev Asana clone app 20 Claude Code, Codex, OpenCode 6 1,846 tok
FastEndpoints/Documentation fast-endpoints.com Documentation website source code for FastEndpoints. 20 Codex, OpenCode 1 650 tok
louisbrulenaudet/monorepo-template A concise, AI native and production-grade starter template for full-stack applications usi 19 Claude Code, Codex, OpenCode 6 5,421 tok
amanayayatu-tech/ksana A localized, native AI investment research and decision-making system. It is designed to s 19 Codex, OpenCode 1 665 tok
Falkicon/Mechanic In-game development hub for World of Warcraft addon developers. Centralizes debugging, tes 19 Claude Code, Codex, OpenCode 27 3,242 tok
PandaNePanda/notioncode_mcp t.me MCP that allows you to use top-tier LLM's, such as GPT-5.6 and Fable 5, in any IDE via Not 19 Codex, OpenCode 1 553 tok
kormium/kormium A type-safe, reflection-free Kotlin Multiplatform ORM / SQL DSL for server and client. On 19 Codex, OpenCode 1 5,379 tok
ehsanghaffar/einbiogpt bio.eindev.ir An intelligent web application built with Next.js, Tailwind CSS, and OpenAI's GPT models. 19 Codex, GitHub Copilot, OpenCode 2 2,000 tok
xTeardx/diaphora-mcp MCP server for automated binary diffing. 19 Claude Code, Codex, OpenCode 2 1,258 tok
Kpoiut/ruleblast kpoiut.github.io Git diff for AI agent repository instructions. Shows the blast radius of AGENTS.md and CLA 19 Claude Code, Codex, OpenCode 3 359 tok
hxreborn/waybar-claude-code A lightweight Waybar custom module that displays Claude Code usage metrics 19 Claude Code, Codex, OpenCode 2 2,384 tok
fall-out-bug/sdp Structured protocol for AI-assisted development. Discovery → Delivery → Evidence. 19 Claude Code, Codex, Cursor, OpenCode 7 1,314 tok
angadhn/botference botference.com One room, three minds: a multi-LLM planning council for your terminal — you, Claude Code, 19 Claude Code, Codex 27 179 tok
PyModel/claude-architect Claude Code delegates coding to isolated CLI agents it doesn't trust (Codex, OpenCode, Pi, 19 Claude Code, Codex, OpenCode 3 4,151 tok
sabir-gbs/the-polyglot-protocol A senior-engineer protocol for polyglot code generation, architecture, testing, security, 19 Codex, OpenCode 1 63 tok
core0-io/nio core0-io.github.io Execution assurance agent guard and observability for autonomous AI operating in productio 19 Claude Code, Codex 1 3,473 tok
nitingupta220/riperflow npmjs.com One workflow methodology across 10 AI coding tools (Cursor, Claude Code, Opencode, Aider, 19 Claude Code, Codex 7
rodolfochicone/rc-project rodolfochicone.dev Plugin de skills e agentes para Claude Code workflows de engenharia reais, do PRD ao PR 19 Claude Code, Codex, OpenCode 2 3,024 tok
shaokeyibb/dsh-plugin-product-subagents Role-based Codex / Claude Code / ACP subagent providers for the DeepSeek Harness — continu 19 Claude Code, Codex, OpenCode 2 1,444 tok
pilotspace/ADD npmjs.com ADD - LOOP SKILL for AI Coding Agent 19 Claude Code, Codex, OpenCode 2 1,120 tok
docxology/template doi.org GitHub template for reproducible research repos — two-layer Python 3.10+/uv monorepo split 19 Claude Code, Codex, Cursor, OpenCode 3 27,725 tok
HainanZhao/Clawless Clawless is an messaging bridge and schedule engine built around your favourite coding Age 19 Codex, Gemini CLI, OpenCode 2 601 tok
Minh-Tam-Solution/EndiorBot endior.net Local-first AI agent orchestrator for SDLC workflows — 14 role-based agents, 5 channels, 3 19 Claude Code, Codex, OpenCode 11 37 tok
Webba-Creative-Technologies/forge forge.webba-creative.com A React component library with built-in motion, themeable tokens, and AI skill packs for C 19 Codex, OpenCode 1 1,814 tok
anthony-chaudhary/dos-kernel pypi.org Catch your AI agents when they lie about what they shipped — verifies claims against git i 19 Claude Code, Codex, Gemini CLI, OpenCode 11 8,806 tok
Adelie-Squad/solosquad AI agent system designed to help solo founders build and ship products efficiently 19 Claude Code, Codex, OpenCode 8 4,930 tok
ITlearning/study-ios Swift Study Skills 19 Claude Code, Codex, OpenCode 4 170 tok
burakgon/roamcode roamcode.ai Self-hosted mission control for real Claude Code and Codex sessions — persistent terminals 19 Codex, OpenCode 1 1,281 tok
branover/hexgraph Self-hosted, agentic vulnerability research for binaries & firmware: an AI agent decompile 19 Claude Code, Codex, OpenCode 6 11,238 tok
belingud/yaicli belingud.github.io YAICLI: A powerful command-line AI assistant with 25+ LLM providers. Features chat, comman 19 Claude Code, Codex, OpenCode 2 795 tok
ansari-project/ansari-skill Islamic Knowledge Agent Skill — answers questions about Islam using authentic sources. Wor 19 Claude Code, Codex, OpenCode 2 4,154 tok
Teycir/Assumptions A SKILL that turns a code diff into an evidence-backed ledger of hidden assumptions, failu 19 Claude Code, Codex, OpenCode 2 273 tok
meawoppl/agent-portal txcl.io Elegant web interface for agentive development. 19 Claude Code, Codex, OpenCode 2 12,976 tok
leeguooooo/misonote-markdown docs.misonote.com A next-generation AI team collaboration platform. 19 Claude Code, Codex, OpenCode 4 3,570 tok
selimozten/elek elek.sh Review-only AI code review for GitHub pull requests. Cross-check PRs with model-agnostic r 19 Codex, OpenCode 1 1,987 tok
apache/solr-mcp solr.apache.org Solr MCP Server 19 Claude Code, Codex, OpenCode 2 6,114 tok
IronSecCo/ironclaw ironsecco.github.io Security-first, self-hosted AI agents - isolation you can prove, not just promise. 19 Claude Code, Codex, OpenCode 2 315 tok
Abel-ai-lab/predict-anything predict.abel.ai Quant AI and trading AI skills for quant agents and AI trading agents: causal market analy 19 Codex, OpenCode 1 310 tok
a-church-ai/church achurch.ai A digital sanctuary for human-AI fellowship. Prayers, practices, rituals, hymns, and philo 19 Claude Code, Codex, OpenCode 2 4,829 tok
yultyyev/better-auth-firebase-auth npmjs.com Use Firebase Authentication (Phone SMS OTP, Google, Email) with Better Auth sessions, orga 19 Codex, OpenCode 1 2,355 tok
buildinternet/uploads uploads.sh Lightweight upload host and tool for coding agents to add files to pull requests. Cloud an 19 Claude Code, Codex, OpenCode 2 4,378 tok
nativesoil/handover nativesoil.dev An open JSON format and local toolchain for carrying an AI assisted project's working stat 19 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,002 tok
RobithYusuf/mcp-camoufox MCP server for stealth browser automation via Camoufox — 100+ tools, npx install, anti-bot 19 Claude Code, Codex, OpenCode 2 4,341 tok
Knuckles-Team/servicenow-api ServiceNow MCP Server and API Wrapper 19 Claude Code, Codex, OpenCode 2 4,271 tok
docdyhr/simplenote-mcp-server MCP Server for Simplenote integration with Claude Desktop 19 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,943 tok
nickzren/opentargets-mcp MCP server for Open Targets data 19 Claude Code, Codex, OpenCode 2 680 tok
gaia-research/gaia-skill-tree gaiaskilltree.com Gaia is a living, open registry of every AI agent skill — structured as a leveling skill g 19 Claude Code, Codex, OpenCode 7 11,439 tok
asimons81/nexusos Files you own. Memory your agents can trust. Also: your AI won't gaslight you about what's 19 Codex, OpenCode 1 1,779 tok