How real projects configure their agents

24,842 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
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
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
ShahabAhmed01/zynex-ai Autonomous AI research agent — topic in, cited report with charts and PDF/HTML export out. 2 Claude Code, Codex 1 —
walker1211/codex-imgen Local-first CLI and async job service for Codex CLI $imagegen. 2 Claude Code, Codex 1 —
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
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
dherrero/devia Documentación, descargas y actualizaciones de Devia Desktop — tu centro de mando para el d 2 Codex, OpenCode 1 1,355 tok
bb4407777/areco Remote cockpit for CLI coding agents — drive Claude Code / Codex / Reasonix from your brow 2 Codex, OpenCode 1 1,450 tok
csantisdev/ai-orchestrator Multi-provider AI router with cost tracking, RAG memory and live dashboard. Routes tasks a 2 Claude Code, Codex, OpenCode 2 1,416 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 2,294 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 Codex, OpenCode 1 3,845 tok
chrisgleissner/llm-tools Linux tools for local LLM use across Codex, Claude, Copilot, Kilo Code, OpenCode, MiniMax 2 Codex, GitHub Copilot, OpenCode 4 18,135 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
andoter0501/wanAndroid A HarmonyOS mobile app for the wanAndroid website, designed for Huawei HarmonyOS. It uses 2 Codex 1 —
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 Chara's Toolkit: 22 portable engineering skills, six optional Codex agents, and offline va 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
Vann-Dev/AgentBridge agentbridge.vann.my.id AgentBridge — an OpenClaw coordination dashboard and API for assigning, tracking, and revi 2 Codex, OpenCode 1 1,026 tok
may215/antigravity-awesome-group-skills 🧠 A curated collection of 1,449+ agentic AI skill playbooks for Antigravity, Claude Code, 2 Codex, OpenCode 1 488 tok
delorenj/ssbnk delorenj.com Lightweight screenshot/gif server built for frictionless, agent-agnostic LLM consumption 2 Claude Code, Codex, Gemini CLI, OpenCode 78 1,461 tok
SeattleUser0/AutoSage AutoSage is a cross-platform multi-physics simulation orchestration engine built with Swif 2 Codex, OpenCode 1 619 tok
frankxai/claude-codex-gemini-opencode-settings Multi-tool AI coding assistant settings - Claude Code, OpenAI Codex, Gemini CLI, OpenCode, 2 Claude Code, Codex, OpenCode 2 2,226 tok
unbound9527/agenticboot One-click installer to bootstrap your AI coding environment — Claude Code, Codex, OpenCode 2 Codex, OpenCode 1 722 tok
rogermt/mcp-repo-onboarding An **MCP server** for the Gemini CLI that analyzes a local code repository (and helps gene 2 Codex, Gemini CLI, OpenCode 2 2,960 tok
jeiel85/claude-usage-tray-windows jeiel85.github.io A WPF app that monitors usage and notifications for Claude, Codex, Gemini CLI, and OpenCod 2 Codex, Gemini CLI, OpenCode 2 2,765 tok
isdou/codeck skills.sh Codex-first multi-model orchestration and context handoff for Claude Code, Gemini CLI, Kim 2 Codex, OpenCode 1 186 tok
ASER-ho/coding-agent-safety-gate A documentation-first safety gate for AI coding agents: task boundaries, forbidden actions 2 Codex, OpenCode 1 589 tok
JJHbrams/Project-AMBER Local-first project memory for AI coding tools on Windows. Connect Claude Code, Codex and 2 Claude Code, Codex, GitHub Copilot, OpenCode 15 1,673 tok
M0h1tkumar/Agentic_ai 2 Claude Code, Codex 3 —
aolingge/agent-reliability-kit aolingge.github.io Local repository health checks for coding agents: instructions, verification commands, REA 2 Codex, OpenCode 1 211 tok
douglas-gibbons/redwood Local user interface for Gemini 2 Codex, OpenCode 1 672 tok
con/skills Agent skills for the CON masses 2 Claude Code, Codex, OpenCode 2 1,729 tok
Fu-Rabi/A2ALinker a2alinker.net HTTPS broker designed to let autonomous AI agents collaborate natively across different ma 2 Claude Code, Codex 1 —
kingsword09/xling npmjs.com Unified CLI for managing AI tool settings across Claude Code, Codex, and Gemini CLI. 2 Codex, OpenCode 1 3,157 tok
abhishekray07/agents-md-templates One AGENTS.md, every AI coding agent. Copy-paste templates for Claude Code, Codex, Cursor, 2 Codex, OpenCode 1 591 tok
darshitpp/x-agent Cross-agent task runner — let any AI coding CLI (Codex, Cursor, Claude Code, Gemini, Junie 2 Codex, OpenCode 1 630 tok
opendatahub-io/autofix-skills Claude Code plugin providing orchestrator skills, prompt files, and state management scrip 2 Claude Code, Codex, OpenCode 5 1,171 tok
deancourse/cake-2026-build-with-ai deanlin.net Cake 2026 Build with AI course examples 2 Claude Code, Codex 4 —
managedcode/GeminiSharpSDK CLI-first .NET 10 / C# SDK for Google Gemini CLI with typed thread API, streamed JSONL eve 2 Codex, OpenCode 6 4,259 tok
vibe-coding-era/skills Selected skills projects and practical experience 2 Codex, OpenCode 1 829 tok