How real projects configure their agents

23,157 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
radiantlogicinc/fastworkflow A framework for building large-scale, deterministic, interactive workflows with a fault-to 52 Claude Code, Codex, Cursor, OpenCode 18 2,117 tok
openshift/windows-machine-config-operator Windows MCO for OpenShift that handles addition of Windows nodes to the cluster 52 Claude Code, Codex, OpenCode 2 5,130 tok
florianjs/openstock openstock-v2.pages.dev Modern inventory management system built with Nuxt 4, NuxtHub, and Drizzle ORM 52 Codex, OpenCode 1 1,515 tok
pydantic/braindump Extract coding rules from PR review comments and generate AGENTS.md files for any GitHub r 52 Claude Code, Codex, OpenCode 2 38 tok
EveryInc/after-automation-agent-mode Agent Mode companion kit for After Automation 52 Codex, OpenCode 1 796 tok
zaidmukaddam/miniscira miniscira.com An AI research assistant that shows its working. Self-hosted, on your own AI Gateway key. 52 Codex, OpenCode 1 1,141 tok
Automattic/wordpress-atmosphere wordpress.org ATmosphere connects your WordPress site to the AT Protocol network. When you publish a pos 52 Claude Code, Codex, OpenCode 10 3,151 tok
afx-team/hebb-mind afx-team.github.io Neuroscience-inspired memory framework for AI agents 52 Claude Code, Codex, OpenCode 12 2,518 tok
dearlordylord/huly-mcp huly-mcp.dearlordylord.com Huly MCP and CLI: Feature-complete MCP server and CLI for Huly platform. Intabia partially 52 Claude Code, Codex, OpenCode 4 3,398 tok
LongNgn204/local-coding-agent Local MCP coding agent for ChatGPT Web: run files/commands on your own machine via the Ope 52 Codex, OpenCode 1 913 tok
CherryHQ/stella stella.cherryai.com AI partners for every person: multi-user, multi-agent memory, trusted tools, schedules, sa 52 Claude Code, Codex, OpenCode 5 2,427 tok
lvndry/jazz jazz-cli.vercel.app One agent. Every surface. Your rules. 52 Codex, OpenCode 1 1,624 tok
brizzai/fleet TUI tool for managing multiple Claude Code sessions in parallel using tmux 52 Claude Code, Codex 5 38,760 tok
Whamp/pi-token-burden 52 Codex, OpenCode 1 447 tok
pacphi/agentic-kit One command to install, heal & prove ruflo (claude-flow) + agentic-qe + RuvNet Brain — plu 52 Claude Code, Codex, OpenCode 2 3,398 tok
OptimNow/cloud-finops-skills optimnow.io Cloud FinOps Skill & MCP by OptimNow. FinOps Foundation aligned knowledge for AI agents: c 52 Claude Code, Codex, OpenCode 2 14,134 tok
Patrick-code-Bot/nautilus_AItrader AI-powered cryptocurrency trading bot using DeepSeek and NautilusTrader 52 Claude Code, Codex, OpenCode 2 687 tok
WYRE-AI/autotask-mcp wyre-ai.github.io MCP server for Kaseya Autotask PSA — 39 tools for companies, tickets, projects, time entri 52 Claude Code, Codex, GitHub Copilot, OpenCode 59 23,714 tok
Dicklesworthstone/frankenmermaid frankenmermaid.pages.dev Next-gen Rust diagram engine with 15 layout algorithms, deterministic output, intent-aware 52 Codex, OpenCode 1 9,699 tok
zendev-sh/zenflow zenflow.sh Multi-agent orchestration & workflow engine. Declarative YAML workflows, LLM coordinator w 52 Claude Code, Codex, OpenCode 2 3,959 tok
rse/ase ase.tools Agentic Software Engineering (ASE) 52 Claude Code, Codex, OpenCode 2 1,782 tok
Keesan12/martin-loop martinloop.com Make AI coding agents safe to scale autonomously: assign work, cap spend, enforce policy, 52 Claude Code, Codex, OpenCode 2 2,572 tok
zcweah1981/awesome-hermes-agent-zh hermes-zh.com Hermes Agent Chinese site — a Chinese practical starting point: onboarding paths, domestic 52 Claude Code, Codex, OpenCode 2 4,655 tok
XuanRanL/loamwright-SEO-Skill loamwrightseo.com Production-grade SEO + GEO content factory for Claude Code — research, write, fact-check, 52 Claude Code, Codex, OpenCode 2 16,086 tok
Fmarzochi/EGC fmarzochi.github.io EGC gives every AI coding agent the same brain. Shared memory, skills, and live context ac 52 Claude Code, Codex, GitHub Copilot, Gemini CLI, Kiro, OpenCode 20 8,061 tok
XNet-NGO/aiope AIOPE — 70-tool on-device AI agent for Android. Linux terminal, realtime voice, browser au 52 Codex, OpenCode 1 1,918 tok
christiandoxa/prodex Prodex is a multi-account, multi-provider Codex wrapper with auto-rotation, Super mode, Sm 52 Codex, OpenCode 1 6,057 tok
LyoSU/capka capka.app Capka AI — An open-source, self-hosted sandbox for AI agents. A community-driven alternati 52 Claude Code, Codex, OpenCode 2 7,594 tok
Dhairya3391/kari Kari just a tui for getting media from providers and playing it in your media player with 52 Codex, OpenCode 1 717 tok
grayhatdevelopers/vidxp VidXP (Video eXPlain) - Video Indexing Engine. Search in videos in natural language. 👀 Co 52 Codex, OpenCode 2 259 tok
glukicov/slideops medium.com Turn a repository into a slide deck that tells you when it stops matching the code 52 Claude Code, Codex, OpenCode 2 1,328 tok
LeeJuOh/claude-code-zero Complete Claude Code plugin marketplace — agents, skills, hooks, commands, rules, MCPs. 51 Claude Code, Codex, OpenCode 3 2,031 tok
ajhcs/healthcare-agents Portable prompt and SKILL.md pack with 51 specialist AI agents for US healthcare administr 51 Claude Code, Codex, OpenCode 1 695 tok
drhalto/agentmako agentmako.drhalto.com Local-first MCP server that gives coding agents structured context packets, code/schema fa 51 Codex, OpenCode 1 2,480 tok
sodam-ai/SoDam-WikiMate A Claude Code plugin plus portable MCP core that, when you tell AI “organize this,” organi 51 Codex, Gemini CLI, OpenCode 2 2,824 tok
sliamh11/Deus A token-efficient open-source AI assistant that remembers, adapts, and improves — secured, 51 Claude Code, Codex, OpenCode 8 5,111 tok
agents-squads/squads-cli agents-squads.com CLI for managing AI agent squads. Status, memory, goals, feedback, and dashboard for your 51 Claude Code, Codex, OpenCode 2 1,229 tok
ariffazil/arifOS arifos.arif-fazil.com Independent policy kernel for AI agents: judge before execute. F1–F13 floors, VAULT999 rec 51 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 10 6,748 tok
SquidSec/SquidC5 squidoffense.com Security-first AI-native C5 teamserver (Command · Control · Cognitive · Collaborative · Co 51 Claude Code, Codex, GitHub Copilot, OpenCode 3 5,685 tok
atomCAD/atomCAD 51 Claude Code, Codex, OpenCode 4 2,471 tok
udapy/rust-agentic-skills udapy.github.io Rust Agentic Skills : It transforms general-purpose LLMs into a multi-agentic Rust enginee 51 Codex, OpenCode 1 487 tok
hamed-farag/claudeck claudeck.app A browser-based UI for Claude Code — chat, run workflows, manage MCP servers, track costs, 51 Claude Code, Codex 3
bfollington/terma གཏེར་མ 51 Claude Code, Codex, OpenCode 5 1,423 tok
ric03uec/clawrium ric03uec.github.io CLI fleet management for AI agents on local networks - deploy, upgrade, and monitor OpenCl 51 Claude Code, Codex, OpenCode 23 9,365 tok
haoruilee/oh-my-mcode 51 Claude Code, Codex, OpenCode 2 4,165 tok
vibeinging/YiYi 51 Codex, OpenCode 1 4,053 tok
rerun-io/examples-monorepo Holds all the more complex examples in a single monorepo 51 Claude Code, Codex, OpenCode 2 5,779 tok
gc-victor/sxo sxoui.com SXO is a multi-runtime server-side JSX tool for Node.js, Bun, Deno, and Cloudflare Workers 51 Codex, OpenCode 1 10,202 tok
79E/auto-openai-account Automated registration of OpenAI / ChatGPT accounts 51 Codex, OpenCode 1 995 tok
inureyes/gyeol 51 Claude Code, Codex, OpenCode 2 1,730 tok