How real projects configure their agents

31,984 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
leochiu-a/elden-ring-github chromewebstore.google.com An Elden Ring–inspired Chrome extension that makes your GitHub workflow legendary. 24 Claude Code, Codex, OpenCode 2 104 tok
princeton-ddss/blackfish princeton-ddss.github.io Machine learning as a service (MLaaS) for busy researchers 24 Claude Code 14 1,079 tok
juanfran/tapiz Tapiz is a web-based collaborative board designed to assist teams with their online meetin 24 Claude Code, Codex, OpenCode 2 496 tok
KeeperHub/keeperhub keeperhub.com Automate on-chain events and actions reliably and securely. Build Workflows in minutes wit 24 Claude Code, Codex, OpenCode 37 8,574 tok
Insight-Services-APAC/ingenious blog.insight-services-apac.dev General-purpose Gen AI Accelerator developed for Insight APAC projects 24 Claude Code, Codex, GitHub Copilot, OpenCode 41 3,172 tok
dcelisgarza/PortfolioOptimisers.jl dcelisgarza.github.io Portfolio optimisation library for Julia. Over 50 risk measures (CVaR, EVaR, RLVaR, drawdo 24 Claude Code, Codex, GitHub Copilot, OpenCode 16 22,545 tok
kston83/react-ai-template AI-Ready React Template: A feature-based React architecture optimized for AI-assisted deve 23 Claude Code, Codex, GitHub Copilot, OpenCode 4 940 tok
Lets7512/rlm-skill 23 Claude Code, OpenCode 3
yanglaiyang/stock-analysis-skill A professional stock analysis tool that uses the “Simplified Stock Analysis Method” for sy 23 Claude Code 1
vzeman/odoo-mcp-server MCP server to manage Odoo account with AI 23 Claude Code 1 661 tok
aictx/memory memory.aictx.dev 23 Claude Code, Codex, OpenCode 2 1,324 tok
GNHua/oneclaw gnhua.github.io 23 Claude Code, Codex, OpenCode 3 2,940 tok
javen-yan/agent-island 23 Claude Code 1 1,047 tok
AbdelrahmanHafez/claude-code-plus Enhancements for Claude Code CLI: smart piped command auto-approval, shell config fix, and 23 Claude Code, Codex, OpenCode 2 19 tok
0xMulight/human-social-copy Writes AI/tools/crypto content as human-style Chinese social media copy. For tweets, X pos 23 Claude Code, Codex, Gemini CLI, OpenCode 3 3,134 tok
nociza/cuti Container and workplace isolation for Claude Code and OpenClaw. Safely skip all permission 23 Claude Code, Codex, OpenCode 8 720 tok
sivchari/claude-code.nvim A streamlined Neovim plugin for seamlessly using Claude Code with git worktree support. 23 Claude Code 1 16 tok
sgx-labs/statelessagent statelessagent.com Your AI forgets everything between sessions. SAME fixes that. Local-first, no API keys, si 23 Claude Code, Codex, OpenCode 3 2,094 tok
chocks/locode locodecli.com Local-first AI coding CLI. Routes simple tasks to a local LLM (Ollama), complex tasks to C 23 Claude Code, Codex, OpenCode 2 2,543 tok
lespaceman/athena-flow-cli An agentic workflow runtime 23 Claude Code, Codex 13
kiyeonjeon21/reframe docs.reframe-video.com Declarative motion graphics AI can write, humans can tweak — edits survive AI regeneration 23 Claude Code, Codex, OpenCode 6 10,087 tok
lukas-grigis/ralphctl npmjs.com A ralph harness for long-running AI coding tasks — a generator-evaluator loop that orchest 23 Claude Code 19 2,483 tok
signalridge/slipway signalridge.github.io User-invoked soft autopilot for recoverable, issue-driven AI coding workflows 23 Claude Code, Codex, OpenCode 2 571 tok
Galbaz1/video-research-mcp Give Claude Code 51 research, analysis & media production tools with one command. Video an 23 Claude Code, Codex, OpenCode 2 6,701 tok
codeworksh/codework codework.sh AI agent toolkit for coding agents, unified LLM APIs, agentic workflows, tool harness and 23 Claude Code, Codex, OpenCode 2 1,984 tok
minerd/CmdManager WPF utility to manage cmd.exe windows running Claude Code: live console preview, idle dete 23 Claude Code 1 1,978 tok
rizumita/feed-curator Personalized RSS briefings for developers, powered by Claude Code. No API keys needed. 23 Claude Code 3 598 tok
vasiliyk/claude-queue Queue multiple Claude Code tasks with priorities and dependencies. Monitors Claude Plan li 23 Claude Code 1 981 tok
Moxibyte/MoxPP C++ Template Repository with Conan2 and Premake5 (Windows, Linux and MacOS) 23 Claude Code 1 3,049 tok
pouriamrt/claude-mesh Networked Claude-to-Claude messaging over HTTP + MCP channels — DM, broadcast, thread, and 23 Claude Code 1 1,774 tok
alibaba-flyai/cc-buddy Make every line of your cc building more fun and enlightening. 23 Claude Code 2 651 tok
kesslerio/vibe-check-mcp Stop AI coding disasters before they cost you weeks. Real-time anti-pattern detection for 23 Claude Code, Codex, Gemini CLI, OpenCode 3 2,605 tok
openqa-labs/openqa openqa.io Agentic Testing Harness 23 Claude Code 1 2,121 tok
nek0der/CodexBarWin Windows 11 system tray app for monitoring AI coding tool usage limits (Claude, Codex, Gemi 23 Claude Code 1 616 tok
flashus/detrix Observe any line of running code — no restarts, no code changes, production-safe 23 Claude Code 6 4,119 tok
prompt-scheduler/cli Modern TypeScript automation tool for scheduling and executing prompts for AI agents with 23 Claude Code 1 79 tok
asgarovf/locusai locusai.dev 🤖 Run AI agents in isolated Docker sandboxes. 23 Claude Code, Codex 4
0p9b/TLDR 0p9b.github.io Verdict-first output for AI coding agents. Tiny prompt + installer for Claude Code, Codex, 23 Claude Code, Codex, Gemini CLI, OpenCode 3 2,094 tok
anshlambagit/Claude_Code_Full_Course 23 Claude Code 6
wasmCloud/wasmcloud.com wasmcloud.com https://wasmCloud.com website, documentation, blog, and community meetings, built with Doc 23 Claude Code 1 500 tok
jmilinovich/grove Open-source MCP server over a git-backed Obsidian vault. Single-user, self-host. Six tools 23 Claude Code 4 804 tok
lawdroidAI/legal-aid-plugin legalaidplugin.org Open-source Claude for Legal plugin for civil legal aid organizations 23 Claude Code 1 2,769 tok
dend/brick-mcp-app 🧱 MCP App for making my brick dreams a reality 23 Claude Code 1 389 tok
fastn-ai/fastn-mcp fastn.ai Fastn MCP server — give AI agents governed, audited access to integrations and tools acros 23 Claude Code 1 26 tok
probelabs/visor probelabs.com Visor — AI workflow engine for code review, assistants, and automation. Orchestrates check 23 Claude Code 2 1,903 tok
BadC-mpany/lilith-zero badcompany.xyz ⚸ Lilith Zero - Security Middleware for MCP tool calls written in Rust. 23 Claude Code, Codex, Gemini CLI 4 9,083 tok
houarnu166/skillful-agent-system-builder Skillful Agent System Builder helps you create custom AI agent teams without writing compl 23 Claude Code, Codex, OpenCode 19 12,303 tok
depalmar/ai-dfir-toolkit A vendor-neutral collection of Sigma, YARA, and Suricata rules for detecting compromise of 23 Claude Code 1 6,013 tok
NeoLabs-Systems/NeoAgent neolabs-systems.github.io Self-hosted AI agent for automation, messaging, tools, integrations, and device control. 23 Claude Code, Codex, OpenCode 2 96 tok
burnjohn/quick-blog Demo project with basic blog platform features 23 Claude Code 30 566 tok