How real projects configure their agents

23,702 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
CortexLM/cortex Autonomous research network on Bittensor subnet 100, turning reproducible AI research into 160 Codex, OpenCode 1 2,574 tok
kryptobaseddev/cleo cleo-dev.com Agent-first task orchestration. Persistent memory. Multi-provider coordination. 160 Claude Code, Codex, Gemini CLI, OpenCode 6 10,498 tok
yeet-src/sigwire yeet.cx tail -f for signals. Every signal any process on the box raises — who sent it, who it hit, 160 Claude Code, Codex, OpenCode 2 7,313 tok
themanyone/voice_typing State-of-the-art offline (or networked) voice typing everywhere + text terminals (Linux or 160 Codex, OpenCode 1 1,007 tok
ifiokjr/monopi ifiokjr.github.io One-click setup for pi-coding-agent — extensions, themes, prompts, skills, and ant-colony 160 Codex, OpenCode 1 2,253 tok
aaif-goose/goosetown Steampunk geese run a parallel processing commune. Surprisingly effective. 160 Claude Code, Codex, OpenCode 13 1,254 tok
Makio64/threejs-cinematic-world-zoom cinematic-zoom.vercel.app A cinematic zoom on places in the world 160 Claude Code, Codex, OpenCode 2 2,609 tok
nexus-research-lab/nexus nexusos.cn Multi-agent collaboration platform for persistent, proactive AI agents across rooms, works 160 Claude Code, Codex, OpenCode 3 2,922 tok
chyinan/Kokoro-Engine Cross-platform virtual character immersive interaction engine 160 Claude Code, Codex, OpenCode 2 5,956 tok
first-tree-ai/first-tree first-tree.ai First-tree routes work to the right agent, gives it the same context your team has, and lo 160 Claude Code, Codex, OpenCode 2 2,114 tok
maplibre/maplibre-agent-skills Community-maintained agent skills for MapLibre GL JS — helping AI coding assistants write 160 Codex, OpenCode 1 1,218 tok
UR-SillyB/AirFerry Fully offline optical file transfer: browser-extension sender <-> Android receiver via QR 160 Codex, OpenCode 1 38,035 tok
DogInfantry/claude-skill-management-consultant-B1 Claude skill & plugin: turn Claude (or any LLM) into an MBB-grade management consultant. C 160 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 665 tok
Strategic-Automation/violin strategic-automation.github.io Supervised, Hermes-native penetration testing profile with 35 routed playbooks, guarded ta 160 Codex, OpenCode 1 2,590 tok
cheeseburgertony/evoke evoke-mocha.vercel.app AI-powered web app generator — turn natural language ideas into full code with live previe 159 Claude Code, Codex, OpenCode 2 1,875 tok
Open-Document-Alliance/PDF-Tools opendocuments.ai Fill, sign, merge, split, and extract PDFs from Claude Desktop and other MCP hosts. Maint 159 Claude Code, Codex, OpenCode 2 11,594 tok
antropos17/Aegis antropos17.github.io Your agents have access. You deserve visibility. A local security dashboard for AI coding 159 Claude Code, Codex, OpenCode 2 780 tok
FineComputer14451/Grok-Imagine-NSFW-Bible finecomputer14451.github.io 159 Codex, OpenCode 1 1,344 tok
HybridAIOne/hybridclaw hybridclaw.io Enterprise-ready self-hosted AI assistant runtime with sandboxed execution, secure credent 159 Claude Code, Codex, OpenCode 2 8,438 tok
WhitzardAgent/AgentGuard whitzard.tech AgentGuard: Zero-Trust Security Foundation for AI Agents 159 Codex, OpenCode 1 1,264 tok
Jesseovo/PaperCash jesseovo.github.io 📄 AI Skill for the complete academic paper workflow — search 200M+ papers, generate liter 159 Codex, OpenCode 1 473 tok
diegosouzapw/OmniGlyph Cut your Claude bill 59–70% by rendering bulky LLM context as dense PNG pages — 100% read 159 Claude Code, Codex, Gemini CLI, OpenCode 3 2,239 tok
adobe/spectrum-design-data opensource.adobe.com Design data, including design tokens, component schemas, and tooling for Spectrum, Adobe's 159 Claude Code, Codex, GitHub Copilot, OpenCode 15 3,004 tok
dangreenisrael/eslint-plugin-jest-formatting ESLint rules for formatting test suites written for jest. 159 Codex, OpenCode 1 1,938 tok
DanielSuo117/velocitai Next-generation UI automation harness powered by Python & Playwright. Chat with AI Agents 158 Claude Code, Codex, Gemini CLI, OpenCode 7 2,193 tok
tctinh/agent-hive 158 Claude Code, Codex, GitHub Copilot, OpenCode 20 3,387 tok
openclaw/clawdinators Declarative infra + NixOS modules for CLAWTINATOR hosts. 158 Codex, OpenCode 1 2,033 tok
johnpapa/heroes-angular papa-heroes-angular.azurewebsites.net Tour of Heroes app written with Angular 158 Codex, GitHub Copilot, OpenCode 2 2,253 tok
cihologramas/pyoptools Python tools for optical design 158 Codex, OpenCode 1 686 tok
qiniu/go-sdk golang sdk 158 Claude Code, Codex, GitHub Copilot, OpenCode 9 3,919 tok
raullenchai/vnsh vnsh.dev One workspace all your AI agents can read and write. Encrypted client-side, model-agnostic 158 Claude Code, Codex, OpenCode 2 867 tok
eugenepyvovarov/CodeAgentsMobile x.com Mobile agents backed by opencode 158 Claude Code, Codex, OpenCode 2 3,508 tok
oaustegard/claude-skills austegard.com My collection of Claude skills 158 Claude Code, Codex, OpenCode 4 7,238 tok
opensearch-project/opensearch-mcp-server-py 158 Codex, OpenCode 1 376 tok
heptameta/heptabase-cli-skills Agent skills for Heptabase CLI. 158 Claude Code, Codex, OpenCode 2 281 tok
lanbaoshen/mcp-jenkins pypi.org The Model Context Protocol (MCP) is an open-source implementation that bridges Jenkins wit 158 Codex, OpenCode 1 856 tok
wsshow/feikong-teams fkteams.wsshow.top A multi-agent collaborative AI assistant with command-line and web interfaces, offering te 158 Codex, OpenCode 1 2,729 tok
CyberStrategyInstitute/ai-safe2-framework cyberstrategyinstitute.com The Universal Governance, Risk, Compliance (GRC) Operating System with Integrated Security 158 Codex, OpenCode 1 3,120 tok
AgentEvalHQ/AgentEval agenteval.dev AgentEval is the comprehensive .NET toolkit for AI agent evaluation—tool usage validation, 158 Claude Code, Codex, GitHub Copilot, OpenCode 15 24,461 tok
zilliztech/mfs zilliztech.github.io A context harness for AI agents: all your scattered context — code, memory, docs, database 158 Claude Code, Codex, OpenCode 2 1,784 tok
fuzhengwei/WaLiAPI walicode.xiaofuge.cn WaLiAPI is a locally running desktop LLM API gateway (Tauri 2 + React + Rust). It supports 158 Codex, OpenCode 1 4,003 tok
chris-schra/mcp-funnel Finally, a proxy that does what grep does for logs - filters out the noise. Stop carrying 158 Claude Code, Codex, OpenCode 2 637 tok
amidabuddha/console-chat-gpt Python CLI for AI Chat with MCP support 158 Codex, OpenCode 1 412 tok
ProfSynapse/nexus 158 Claude Code, Codex, OpenCode 13 8,823 tok
wvlet/wvlet wvlet.org Wvlet: a flow-style query language that compiles to SQL for DuckDB, Trino, Snowflake, and 158 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 9,031 tok
tarampampam/microcheck 🧪 Lightweight health check utilities for Docker containers 157 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,378 tok
teunlao/swift-ai-sdk swift-ai-sdk-docs.vercel.app Unified AI SDK for Swift, bringing the power of Vercel AI SDK to Apple platforms 157 Claude Code, Codex, OpenCode 3 1,250 tok
BRO3886/rem rem.sidv.dev A powerful ai-native CLI tool for macOS Reminders app 157 Claude Code, Codex, OpenCode 5 2,957 tok
shunk031/dotfiles 💻 My dotfiles powered by chezmoi; built around Rust-based tools (sheldon/starship/mise, e 157 Claude Code, Codex, GitHub Copilot, OpenCode 3 902 tok
YV17labs/GhostDesk yv17labs.com Give any AI agent a full desktop — it sees the screen, clicks, types, and runs apps like a 157 Claude Code, Codex, OpenCode 2 9,685 tok