How real projects configure their agents

22,198 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 agents7,609Claude Code6,644Data and AI3,677Backend and APIs3,502Languages3,403Planning3,220Git and workflow3,193Code review2,743Testing2,377Memory and context2,363DevOps and cloud2,314Writing and docs2,311Research2,293Frontend2,259Security2,022Productivity1,721

All Claude Code32,006 Codex23,251 OpenCode22,198 GitHub Copilot3,552 Gemini CLI1,917 Cursor1,737 Windsurf138 Kiro81

Project Stars Configures Files Always loaded
ekalb81/agent-odometer Odometer — local desktop dashboard for AI coding-agent usage. Sessions, tokens, and costs 2 Codex, OpenCode 1 3,047 tok
aget-framework/template-advisor-aget Advisor template - Read-only advisory agents with persona differentiation. Extends Worker 2 Claude Code, Codex, OpenCode 2 6,752 tok
SourceBox-LLC/Sentinel-Command sentinel-command.com Distributed camera surveillance platform with AI-driven incident management and programmat 2 Codex, OpenCode 1 18,076 tok
fiinytid/nexusai.gg nexusai-rbx.vercel.app 2 Claude Code, Codex, OpenCode 9 293 tok
squaduplabs/agent-ios squaduplabs.com Drive the iOS Simulator from the CLI for AI coding agents: accessibility snapshots with el 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,008 tok
skoskov/mvp-operating-system AI-assisted operating system for taking ideas to verified MVPs with product gates, indepen 2 Codex, OpenCode 1 264 tok
microsoft/Build26-DEM312-multi-agents-in-action-with-3-ai-agents-3-frameworks-tools-models build.microsoft.com Demo resources showcasing multi-agent orchestration across three AI frameworks, tool integ 2 Codex, GitHub Copilot, OpenCode 2 1,029 tok
Zoverions/AXIOM-MESH AXIOM Mesh 0.12.0-dev.3: local-first, fail-closed coordination substrate for human and mac 2 Claude Code, Codex, Cursor, OpenCode 3 2,281 tok
pome223/missionos MissionOS public reference control plane for AI-assisted physical missions 2 Codex, OpenCode 1 407 tok
zhangj012595-cloud/AgentWorkspaceOS Local-first, Markdown-first operating protocol for shared context, memory, tasks, skills, 2 Codex, OpenCode 1 365 tok
ematth/AgentDough A project "starter" to improve project development with AI agents. 2 Codex, OpenCode 1 1,733 tok
OpenCoven/psyche-build opencoven.ai Desktop cockpit for running parallel AI coding agents in visible, isolated workspaces — fr 2 Claude Code, Codex, OpenCode 2 1,643 tok
ANVEAI/agentpay Open-source spend layer for AI agents — x402-compatible USDC payments: merchant gateway SD 2 Codex, OpenCode 1 788 tok
XMethues/clawchat-plugin-connect 2 Claude Code, Codex, OpenCode 24 715 tok
aphronio/dorf Control plane for durable AI workers on infrastructure you control 2 Codex, OpenCode 1 437 tok
iamwavecut/Manifold A self-hosted knowledge and memory layer for AI agents. 2 Codex, OpenCode 1 1,140 tok
turnkeeper-ai/turnkeeper-js turnkeeper.ai Public Turnkeeper SDK, CLI, MCP server, agent-builder skill, and governed-agent examples. 2 Claude Code, Codex, OpenCode 3 160 tok
jiangwangyang/openagents Agents work for you. 2 Codex, OpenCode 1 365 tok
CCDevelopForFun/agent-controller Declarative runtime for AI agents — define an agent once in YAML (Agent Definition Languag 2 Claude Code, Codex, OpenCode 2 2,040 tok
phenomenoner/hermes-agent-harness-plus phenomenoner.github.io 🧸✨ Hermes Agent companion toolbox for task evidence, local recall, reusable skills, and o 2 Claude Code, Codex, OpenCode 2 645 tok
Ardavaa/kairo-studio kairostudio-ai.vercel.app AI-native research environment that helps researchers, students, engineers, and scientists 2 Claude Code, Codex, OpenCode 8 42,080 tok
awesome-pro/smartmemo pypi.org Semantic memory and caching for LLM agents with classifier-validated equivalence instead o 2 Codex, OpenCode 1 7,874 tok
milkoor/causetrace AI coding agent observability and causal tracing for Claude Code, Codex CLI, OpenCode, and 2 Claude Code, Codex, OpenCode 8 4,485 tok
wjw12/tax-agent oktax.app 2025 federal tax prep engine that works with coding agents. 2 Codex, OpenCode 1 8,456 tok
MikeManifold/codex-unified GPT + DeepSeek in one Codex: cross-call subagents, share tools, skills, MCP and history vi 2 Codex, OpenCode 15 6,354 tok
Milkeles/turnbreak Shows you something worth reading while your coding agent works. 2 Claude Code, Codex, OpenCode 1 2,937 tok
DaliBerr/Vibe-Halo Windows approval popup and Dynamic Island for Codex, ZCode, Claude Code, OpenCode, and oth 2 Codex, OpenCode 1 833 tok
yoshimi-I/ai-engineer-teams Loop engineering runtime for GitHub issue-driven AI coding teams: Codex, Claude Code, Kiro 2 Claude Code, Codex, Kiro, OpenCode 14 605 tok
uninhibited-scholar/obsidian-loop-wiki Loop Engineering for your Obsidian vault: an agent-agnostic skill (Claude Code / Codex / G 2 Codex, OpenCode 1 768 tok
edwardZhang/Clawy Lightweight OpenClaw desktop app built with Tauri, featuring managed runtime updates, chan 2 Codex, OpenCode 1 1,169 tok
yangshiqi/ZackEyes zackeyes.vercel.app Native macOS Dynamic Island for AI coding agents — watches Claude Code & Codex sessions, s 2 Claude Code, Codex, OpenCode 2 3,681 tok
n-shadloo/frontend-production-engineer Frontend Agent Skill that helps AI plan, build, and review production Next.js and TypeScri 2 Codex, Gemini CLI, OpenCode 2 3,863 tok
kehanzzz/opsx-dev-workflow A workflow skill that turns OpenSpec and superpowers into a structured end-to-end software 2 Codex, OpenCode 1 81 tok
TanChuping/codex-task-watchdog Local-first watchdog and Codex skill for stalled tool calls, long-running task monitoring, 2 Codex, OpenCode 1 212 tok
dherrero/devia Documentación, descargas y actualizaciones de Devia Desktop — tu centro de mando para el d 2 Codex, OpenCode 1 1,355 tok
tjboudreaux/rosetta skills.sh Reconcile every AI coding agent's conversation history (Claude Code, Codex, Gemini, Cursor 2 Codex, OpenCode 1 1,261 tok
huasanai/lifeos-template A self-evolving personal OS template with your custom AI assistant — runs on Claude Code & 2 Claude Code, Codex, OpenCode 2 2,030 tok
bb4407777/areco Remote cockpit for CLI coding agents — drive Claude Code / Codex / Reasonix from your brow 2 Codex, OpenCode 1 1,450 tok
sergeiwallace/ai-cli-utils Unified AI session manager and automation toolkit for Claude Code and Gemini CLI — tmux se 2 Claude Code, Codex, Gemini CLI, OpenCode 4 2,132 tok
vladborovtsov/ai-cli-in-docker Collection of AI CLI wrappers: Run AI CLI tools (OpenAI Codex, Google Gemini, OpenCode, Cl 2 Codex, OpenCode 1 4 tok
a9lim/llmoji Making agents cuter 2 Claude Code, Codex, OpenCode 2 10,879 tok
chrisgleissner/llm-tools Linux tools for local LLM use across Codex, Claude, Copilot, Kilo Code, OpenCode, MiniMax 2 Codex, OpenCode 1 11,870 tok
saheru/vibe-float Configurable Codex + Claude Code floating dashboard for macOS and Windows, with StreamDock 2 Codex, OpenCode 1 379 tok
Saba-Burduli/CodexAgentMonitor CodexAgentMonitor is a native macOS menu-bar observability app for Codex-style agent workf 2 Claude Code, Codex, OpenCode 6 723 tok
hao-cyber/session-map Persistent thinking map for parallel AI coding agents — recover any workline in seconds. 2 Claude Code, Codex, OpenCode 2 2,894 tok
cmdr-chara/codex-toolkit 20+ reusable Codex skills, 6 optional agents, and offline validation for real software pro 2 Codex, OpenCode 1 403 tok
Abwor9658/social-media-skills Build AI skills for social media strategy, content creation, and analysis across text-firs 2 Claude Code, Codex, OpenCode 2 2,107 tok
Lilchris007/AGENTS.md_generator 🤖 Generate secure, automated repo documentation and pull request checks with a safe-by-de 2 Codex, OpenCode 1 1,797 tok
BuilderCed/agent-skills skills.sh 31 cross-platform AI agent skills for regulated industries & underserved markets. EU compl 2 Claude Code, Codex, OpenCode 2 581 tok
davidcjw/skill-rank skill-rank-ten.vercel.app Daily leaderboard of the most popular Claude & AI-agent skills, ranked from GitHub, npm & 2 Codex, OpenCode 1 910 tok