How real projects configure their agents

43,636 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
lihenair/techtranslate Technical article translation 23 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 369 tok
CoreyMoen/mast-sanity 23 Claude Code 3 2,879 tok
vcz-Gray/loophaus Ralph Loop for Codex CLI — cross-platform iterative development loops via Stop hooks 23 Codex, OpenCode 1 380 tok
Trigun1127/Claude-allow-all-toggle Hook for Claude you can turn on and off to allow all edits. Used for broken "allow all edi 23 Claude Code 1 1,901 tok
griffinwork40/agent-framework Force-multiplier skills, agents, and hooks for Claude Code 23 Claude Code 1 1,237 tok
awslabs/llm-evaluation-system Agentic AI-guided evaluation system for comparing LLMs with multi-judge jury scoring 23 Claude Code, Codex, OpenCode 5 7,551 tok
elliot-at-liminalnook/A2A Rust A2A tools for the greater good 23 Claude Code 1 2,515 tok
Dr-Lv/clawdboz a coding-friendly alternative to clawdbot (openclaw) that based on Kimi Code CLI, using fe 23 Codex, OpenCode 1 3,523 tok
wojtyniak/mcp-mcp Meta-MCP Server that acts as a tool discovery and provisioning service for the Model Conte 23 Claude Code 1 2,185 tok
cdelmonte-zg/nanoidp cdelmonte-zg.github.io A lightweight, configurable Identity Provider for development and testing. Supports OAuth2 23 Claude Code 1
agentjido/jido_managed_agents jido.run Jido implementation of Managed Agents on Phoenix 23 Codex, OpenCode 1 2,064 tok
shawnpetros/salazar agent-id-brown.vercel.app Autonomous coding harness. Claude Agent SDK, planner + generator + evaluator loop, hard va 23 Claude Code 1 558 tok
NapthaAI/openstackbench docs.stackbench.ai 23 Claude Code 5 2,442 tok
Aniket-a14/SRA sra-xi.vercel.app AI-powered Software Requirements Analysis (SRA) system that evaluates requirement quality, 23 Claude Code, Codex, Gemini CLI, OpenCode 45 9,404 tok
unravel-team/tablo Your personal sidekick to monitor your agents 23 Claude Code 1 6,137 tok
tessro/fab fab.tessro.ai 🚌 beep beep. Hop aboard the fabulous agent bus: an agent swarm supervisor. 23 Claude Code 2 299 tok
Jeffisgod/Agri-CV-Research An AI-powered agricultural CV research framework automating the full pipeline from literat 23 Claude Code 1 370 tok
regenrek/agentrig docs.agentrig.ai Build AI workflows once. Run them natively everywhere (Claude, Codex, Cursor) 23 Codex, OpenCode 1 568 tok
thrialectics/threadlinking threadlinking.netlify.app 23 Claude Code 1 1,349 tok
davidjaw/Shinsei-Lineup neko-vision.github.io 23 Claude Code 1 1,819 tok
eltonio450/rondo Turn .md files into a queue your AI agents drain — one PR at a time. (WIP, pre-launch) 23 Codex, OpenCode 1 583 tok
PacemakerG/CCWhat AgentLens (CCWhat): a local observability and diagnostics platform for Claude Code, Codex, 23 Claude Code, Codex, OpenCode 30 584 tok
oO/figma-mcp-write-server A Model Context Protocol (MCP) server for writing to Figma files 23 Claude Code, Gemini CLI 2 3,378 tok
Koomook/claude-agent-template A Next.js template for building AI agents with Vercel AI SDK, Claude Agent SDK, and custom 23 Claude Code 1 863 tok
georgevetticaden/3-amigo-agents 23 Claude Code 1 1,205 tok
Contrast-Security-OSS/mcp-contrast MCP Server for Contrast Security 23 Claude Code, Codex, GitHub Copilot, OpenCode 15 8,934 tok
holgerleichsenring/agent-smith agent-smith.org Self-hosted AI coding agent · ticket → code → PR 23 Claude Code 4 2,827 tok
levabond/ai-mobile-system-design-skills 23 Claude Code 1
Ogro-Projukti/codegenome codegenome.pages.dev Turn your codebase into a living knowledge graph. An MCP server using tree-sitter to strea 23 Codex, GitHub Copilot, OpenCode 2 1,072 tok
opspresso/vibemon-app vibemon.io AI Agent Monitoring Dashboard 23 Claude Code, Codex, OpenCode 3 805 tok
hoangnb24/mcp-code-mode 23 Codex, OpenCode 1 243 tok
tta-lab/ttal-cli ttal.guion.io Multi-Repo Multi-Agent Harness CLI for Claude Code. Connect to your team from Telegram, ro 23 Claude Code 2 3,357 tok
KenKaiii/agent-girl 23 Claude Code 1 504 tok
code-payments/code-android-app getcode.com Code Android App 23 Claude Code 13 1,246 tok
casius-connect/limitless-workflow An understanding machine for Claude Code that turns research into tutoring, memory, and vi 23 Claude Code, Codex, OpenCode 11 1,502 tok
ZiiMs/Grove grove.ziim.dev Grove allows you to run multiple AI coding agents simultaneously, each working on its own 23 Codex, OpenCode 1 2,477 tok
microsoft/Hosted_Agents_Workshop_dotNET Build your first Microsoft Foundry hosted agent with this hands-on .NET 10 workshop, cover 23 Codex, OpenCode 1 474 tok
serialx/vibecore Build your own AI-powered automation tools in the terminal with this extensible agent fram 23 Claude Code, Codex, OpenCode 6 8,326 tok
backbay-labs/hush hushspec.org Portable security rules for the action boundary of AI agents 23 Claude Code 1 1,246 tok
Dicklesworthstone/flywheel_gateway SDK-first orchestration platform for managing AI coding agent fleets: BYOA key rotation, r 23 Codex, OpenCode 1 9,845 tok
RNA4219/memx-core Local-first personal memory & knowledge store for LLM agents. A personal memory/knowledge 23 Claude Code 6
cnkang/nginx-markdown-for-agents Self-hostable NGINX module that serves Markdown to AI agents via HTTP content negotiation 23 Codex, OpenCode 1 18,185 tok
datopian/autoclaw.sh autoclaw.sh Open-Source Playbook for Agent (OpenClaw) Deployment 23 Codex, OpenCode 1 988 tok
intertwine/hive-orchestrator Vendor-agnostic orchestration OS for autonomous AI agents. Coordinate Claude, GPT, Gemini, 23 Claude Code, Codex, OpenCode 2 1,089 tok
huisezhiyin/agent-experience-capitalization Project memory for coding agents: team-shareable engineering experience assets with Milvus 23 Codex, OpenCode 1 1,201 tok
universalweb/Network viat.network The first Post-Quantum transitory cryptocurrency 23 Codex, OpenCode 1 25 tok
madskristensen/GitHubNode 23 GitHub Copilot 1 378 tok
lululu811/init-knowledge-base Initialization script based on the knowledge base of Karpathy 23 Codex, OpenCode 1 4,341 tok
verygoodsecurity/vgs-collect-ios verygoodsecurity.com VGS Collect iOS SDK 23 Codex, OpenCode 1 13 tok
SlopDotCash/slopdotcash slop.cash Make money shipping slop 23 Claude Code, Codex, OpenCode 2 5,988 tok