How real projects configure their agents

23,280 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
modiqo/cliare cliare.sh CLI agent-readiness measurement, command-shape inference, and CI scorecards 486 Codex, OpenCode 1 415 tok
agentregistry-dev/agentregistry aregistry.ai Fast-track AI innovation with a centralized, trusted, curated registry 486 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,915 tok
different-ai/opencode-scheduler OpenCode plugin for scheduling recurring jobs using launchd (Mac) or systemd (Linux) 485 Codex, OpenCode 1 1,841 tok
dnknth/ldap-ui Minimalistic web frontend for OpenLDAP 485 Codex, OpenCode 1 2,486 tok
xiaods/k8e k8e.sh k8e.sh - OpenSource Agentic AI Sandbox Matrix 484 Claude Code, Codex, OpenCode 2 3,367 tok
r3bl-org/r3bl-open-core r3bl.com TUI framework and developer productivity apps in Rust 🦀 483 Claude Code, Codex, OpenCode 25 8,564 tok
floodtide/dom-docx dom-docx.com Convert semantic HTML fragments to native, editable Word documents (OOXML) 483 Codex, OpenCode 1 4,041 tok
denysdovhan/dotfiles My lovely dots ~/.💖 483 Codex, OpenCode 1 659 tok
lithos-ai/motus lithosai.com The open-source agent-serving project 482 Codex, OpenCode 1 4,136 tok
exon-research/genomi genomiagent.com Local-first, open-source Claude Science alternative, before Claude Science is a thing. Tur 482 Claude Code, Codex, OpenCode 2 5,828 tok
Azure-Samples/azure-ai-travel-agents azure-samples.github.io A robust enterprise application sample (deployed on ACA) that leverages MCP and multiple A 481 Codex, GitHub Copilot, OpenCode 2 7,629 tok
akitaonrails/ai-usagebar Rust-based waybar widget to monitor status of Claude, GPT, GLM, OpenRouter plans/credits - 481 Claude Code, Codex 1 4,991 tok
flytohub/flyto-core flyto2.com AI said it finished. Flyto2 shows the proof. 480 Claude Code, Codex, OpenCode 2 1,488 tok
GlitterKill/sdl-mcp Symbol Delta Ledger (SDL-MCP) is a policy-centered context budget layer for coding agents: 480 Claude Code, Codex, OpenCode 5 3,426 tok
yanhua1010/self-media-content-workflow General-purpose, modular self-media content production and operations Skills / A modular, 480 Codex, OpenCode 1 226 tok
ag-grid/ag-charts charts.ag-grid.com AG Charts is a fully-featured and highly customizable JavaScript charting library. The pro 480 Claude Code, Codex, OpenCode 9 1,583 tok
managedcode/dotnet-skills skills.managed-code.com Installable .NET skill catalog and CLI for Codex, Claude Code, GitHub Copilot, and Gemini. 479 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 13,858 tok
0xnyn/canary QA harness built for Claude Code | E2E testing with screen recordings, console logs, netwo 479 Claude Code, Codex, OpenCode 2 1,661 tok
taylorsatula/mira-OSS miraos.org This is the public release of MIRA OS. Discrete memories decay through momentum loss, tool 478 Codex, OpenCode 1 5,586 tok
talkcody/talkcody talkcody.com TalkCody - Code is cheap, show me your talk. 🚀 Free Open Source AI Coding Agent. 478 Codex, OpenCode 1 1,908 tok
rz1989s/claude-code-statusline Transform your Claude Code terminal with atomic precision statusline. Features flexible la 478 Claude Code, Codex, OpenCode 2 14,878 tok
bvisible/mcp-ssh-manager npmjs.com MCP SSH Server: 37 tools for remote SSH management | Claude Code & OpenAI Codex | DevOps a 478 Claude Code, Codex 1 2,769 tok
rylena/sshdesk A full interactive remote desktop delivered entirely through SSH and displayed directly in 478 Codex, OpenCode 1 410 tok
poco-ai/Agentero agentero.app An Agent-friendly way to manage literature. 478 Claude Code, Codex, OpenCode 6 2,078 tok
TokenRollAI/llmdoc TokenRoll LLMDoc for Coding Agent 477 Claude Code, Codex 5
davekilleen/Dex Your AI Chief of Staff — a personal operating system starter kit that adapts to your role. 476 Claude Code, Codex, OpenCode 9 10,610 tok
IvanWng97/pixtuoid pixtuoid.dev Terminal pixel-art office for AI coding agents 476 Claude Code, Codex, GitHub Copilot, OpenCode 16 5,511 tok
tidewave-ai/tidewave_rails tidewave.ai MCP server with runtime-level tools for Rails development 475 Codex, OpenCode 1 73 tok
PallasBot/Pallas-Bot pallasbot.github.io Arknights Pallas Bot 475 Codex, OpenCode 1 5,633 tok
ericboy0224/learn-docker-and-k8s Interactive AI-driven game to learn Docker, Linux, networking & Kubernetes. Open in Claude 475 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 14 796 tok
weapp-vite/weapp-vite vite.weapp.dev weapp-vite brings modern web development practices to traditional mini-program development 475 Claude Code, Codex, OpenCode 3 10,494 tok
VelornLabs/velorn velorn.ai AI-native video editing built around real creative timelines, generative workflows, and lo 475 Codex, OpenCode 1 269 tok
marianfoo/sap-ai-mcp-servers sap-ai-tools.marianzeis.de A complete list of SAP MCP Servers and SAP AI Skills 475 Codex, OpenCode 1 3,512 tok
Consensys/doc.linea docs.linea.build Linea documentation 474 Claude Code, Codex, OpenCode 4 879 tok
OpenLegged/URDF-Studio urdf.enkeebot.com URDF-Studio is a web-based visual URDF robot modeler with 3D workspace, structured skeleto 474 Claude Code, Codex, OpenCode 2 8,537 tok
intoolswetrust/jsignpdf jsignpdf.eu Cross-platform PDF digital signing tool. JavaFX desktop UI with drag-to-place visible sign 473 Codex, OpenCode 1 2,704 tok
Yousuf-developer/Viscose-carousel viscose-carousel.vercel.app A wheel of work that never quite sets. Cards fuse as they meet, and draw into threads as t 473 Codex, OpenCode 1 3,105 tok
Muvon/octocode octomind.run Structural code intelligence for AI agents — semantic search, knowledge graphs, and a buil 470 Codex, OpenCode 1 2,451 tok
saltbo/agent-kanban agent-kanban.dev An agent-first task board, Take human out of the loop. 470 Claude Code, Codex, OpenCode 6 643 tok
lululu811/zettaranc-skill Profit is determined by the market; everything is probabilistic, so nobody should make emp 469 Codex, OpenCode 1 4,754 tok
liustack/modsearch liustack.dev 🥇 The strongest free web search plugin for DeepSeek Harness, and the search bridge for ev 469 Codex, OpenCode 1 1,903 tok
vercel-labs/personal-agent-template personal-agent-template.vercel.app Open-source template for a durable personal AI agent — web chat, Slack, Linear, and long-t 468 Claude Code, Codex, OpenCode 2 721 tok
chrisdoc/hevy-mcp hevy-mcp.dev Manage your Hevy workouts, routines, folders, and exercise templates. Create and update se 468 Claude Code, Codex, OpenCode 2 3,705 tok
angelnicolasc/graymatter graymatter.nickcerutti.workers.dev 30 sec to give your AI agents persistent memory. Reduce 90% token consumption while also m 467 Claude Code, Codex, OpenCode 2 1,953 tok
ZaxbyHub/opencode-swarm Architect-centric agentic swarm plugin for OpenCode. Hub-and-spoke orchestration with SM 467 Claude Code, Codex, GitHub Copilot, OpenCode 5 9,705 tok
YurunChen/repo-docs-skills yurunchen.github.io Living project docs for coding agents: keep guides, progress logs, change maps, and handof 466 Codex, OpenCode 1 351 tok
paladini/harness-score paladini.github.io Your AI coding agent is only as reliable as the harness around it. Measure that harness in 466 Claude Code, Codex, Cursor, OpenCode 5 947 tok
xberg-io/tree-sitter-language-pack docs.tree-sitter-language-pack.xberg.io Comprehensive tree-sitter grammar compilation with polyglot bindings — Rust, Python, Node. 465 Claude Code, Codex 3
marcoturi/fastify-boilerplate Fastify 5 application boilerplate based on clean architecture, domain-driven design, CQRS, 465 Claude Code, Codex, OpenCode 2 2,753 tok
tonbistudio/hermes-multi-agent-workflow 465 Codex, OpenCode 1 1,375 tok