How real projects configure their agents

23,280 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
SukramJ/aiohomematic sukramj.github.io Python 3 Interface to interact with HomeMatic devices 167 Claude Code, Codex, GitHub Copilot, OpenCode 6 9,122 tok
webgptorg/promptbook ptbk.io Turn your company's scattered knowledge into AI ready Books ✨ 167 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,789 tok
OracleNep/Nday-Exploit-Plan A collection of detailed information and exploitation methods for historical vulnerabiliti 167 Codex, OpenCode 1 585 tok
EXboys/skilllite A lightweight secure Self-evolution engine built in Rust, featuring a built-in native syst 167 Claude Code, Codex, OpenCode 17 1,314 tok
wedow/harness Minimal agent loop in bash. Pure state follower core with plugin-based tools, hooks, provi 167 Codex, OpenCode 1 2,266 tok
StoneSteel27/AutomatiQ Simplify Web Reverse-engineering for AI Agents 167 Codex, OpenCode 1 1,302 tok
SidhuK/Glyph glyphformac.com 📝 Glyph is a private desktop workspace for notes, documents, and ideas, with Markdown edi 167 Codex, OpenCode 1 1,475 tok
suryast/indonesia-gov-apis datarakyat.id 🇮🇩 50+ Indonesian Government APIs & Data Sources — BPS, OJK, BPJPH, BPOM, Bank Indonesia 167 Codex, OpenCode 1 284 tok
qcri/codebadger dl.acm.org 🦡 codebadger is a containerized Model Context Protocol (MCP) server that gives AI agents 167 Codex, OpenCode 1 537 tok
pachterlab/paperpush 167 Claude Code, Codex, OpenCode 3 2,527 tok
daiki-beppu/youtube-automation YouTube channel automation shared core 167 Claude Code, Codex, OpenCode 30 3,074 tok
srelens/srelens srelens.com The Kubernetes control room—built in Rust, ready for engineers and AI agents. 167 Claude Code, Codex, OpenCode 2 2,581 tok
KonghaYao/peri docs.peri-code.dev Lightweight Rust Agent only use 50MB RAM, but Claude Code Plugin compatible, Dynamic Workf 167 Claude Code, Codex, OpenCode 16 1,192 tok
composio-community/skills 167 Claude Code, Codex 1
tilework-tech/nori-skillsets npmjs.com System for managing collections of agent skills. Switch between skillsets seamlessly! 167 Claude Code, Codex, OpenCode 4 1,914 tok
epilande/ccmux 🔮 Run all your AI coding agents in tmux: jump to the one that needs you, spawn them into 167 Claude Code, Codex, OpenCode 4 6,290 tok
xiangyugongzuoliu/awesome-rss-feeds-list xiangyugongzuoliu.com 🌐 The most comprehensive collection of RSS feeds on the entire web 167 Claude Code, Codex, OpenCode 2 265 tok
GoogleCloudPlatform/gke-mcp 167 Claude Code, Codex, OpenCode 2 855 tok
bbartling/open-fdd Fault Detection Diagnostics (FDD) for HVAC datasets 167 Claude Code, Codex, Cursor, OpenCode 16 4,273 tok
millionco/localterm localterm.dev A terminal in your browser 166 Codex, OpenCode 1 773 tok
FlineDev/ContextKit Claude Code context engineering & planning system for individual AI development workflows 166 Claude Code, Codex, OpenCode 2 9,984 tok
devantler-tech/ksail ksail.devantler.tech All-in-one Kubernetes SDK: create, manage, and operate clusters across distributions (Kind 166 Claude Code, Codex, GitHub Copilot, OpenCode 22 7,603 tok
yifanzz/claude-code-boost Claude Code Boost - Hook utilities for Claude Code with intelligent auto-approval 166 Claude Code, Codex, OpenCode 2 2,471 tok
noambrown/poker_solver A no-limit Texas hold'em river solver using CFR variants 166 Codex, OpenCode 1 646 tok
zapier/connectors Connect your agent to the apps you already use - with or without Zapier. 166 Claude Code, Codex, OpenCode 2 1,507 tok
miuuyy/Clew clew.my Clear path from where you are to what you want to learn. AI agent turns goals and topic du 166 Claude Code, Codex, OpenCode 3 1,239 tok
debugmcp/mcp-debugger A headless, agentic debugger over MCP — let your AI agents debug running programs in seven 166 Claude Code, Codex, OpenCode 2 9,833 tok
DefangLabs/defang defang.io Defang Deploy CLI. Develop Once, Deploy Anywhere. Take your app from Docker Compose to a s 166 Claude Code, Codex, OpenCode 4 719 tok
msei99/pbgui 166 Claude Code, Codex, GitHub Copilot, OpenCode 3 7,535 tok
NextWeb4/yaml-proxy-editor nextweb4.github.io Tauri, React, and TypeScript desktop workbench for local Clash/OpenClash/Mihomo YAML editi 165 Codex, OpenCode 1 1,444 tok
vybenetwork/x402-client Client SDK for the Vybe x402 API. Pay-per-call USDC over HTTP and prepaid-credit WebSocket 165 Codex, OpenCode 1 1,910 tok
benoror/obsidianos_work ObsidianOS - Work Vault 165 Claude Code, Codex, OpenCode 26 2,913 tok
vericontext/vibeframe vibeframe.ai Frontier AI video generation for coding agents - Seedance, Runway, Veo, Kling on your own 165 Claude Code, Codex, OpenCode 16 2,345 tok
Terry-Mao/AICodingFlow Setup a AI Coding Flow 165 Claude Code, Codex, OpenCode 39 541 tok
SallaApp/ZATCA An unofficial package maintained by Salla to help developers to implement ZATCA (Fatoora) 165 Claude Code, Codex, OpenCode 2 1,316 tok
paiml/paiml-mcp-agent-toolkit paiml.github.io Pragmatic AI Labs MCP Agent Toolkit - An MCP Server designed to make code with agents more 165 Claude Code, Codex, OpenCode 4 6,972 tok
escapeWu/perplexity-ai perplexity.ai A third-party Perplexity MCP/REST API implementation that leverages Pro account Pool to pr 165 Claude Code, Codex, OpenCode 8 504 tok
Dicklesworthstone/mcp_agent_mail_rust Rust MCP server for multi-agent coordination: 34 tools, Git-backed archive, SQLite indexin 165 Codex, OpenCode 1 17,449 tok
molefrog/moi moi.computer 💾 MOI: agent-agnostic generative UI workspace. Give your agent a skill and let it build s 165 Claude Code, Codex, OpenCode 4 1,680 tok
SwiftTUI/swift-tui swifttui.sh SwiftUI semantics, drawn in terminal cells — macOS/Linux/Windows/WASI 165 Claude Code, Codex, OpenCode 2 2,413 tok
mitsuhiko/gh-issue-sync A github issue sync tool for working with issues locally 165 Claude Code, Codex, OpenCode 2 192 tok
madrzak/vidclaw vidclaw.com The OpenClaw Dashboard 🦞 164 Codex, OpenCode 1 634 tok
ricardoquesada/regenerator2000 regenerator2000.readthedocs.io An interactive disassembler for the CPU 6502, focused on Commodore 8-bit computers. Featur 164 Claude Code, Codex, OpenCode 15 3,909 tok
shuxueshuxue/SpexFlow Node-based workflow for orchestrating codebase context and specifications for AI agents. 164 Codex, OpenCode 1 341 tok
0bserver07/Study-Reinforcement-Learning RL study guide — foundations through RLHF, DPO, GRPO, RLVR, agentic RL, and offline RL. Ha 164 Claude Code, Codex, OpenCode 2 2,220 tok
stacklok/toolhive-studio stacklok.com ToolHive is an application that allows you to install, manage and run MCP servers and conn 164 Claude Code, Codex, GitHub Copilot, OpenCode 12 2,784 tok
jmcentire/pact Contracts before code. Tests as law. Agents that can't cheat. 164 Claude Code, Codex, OpenCode 3 6,787 tok
eric-tramel/slop-guard eric-tramel.github.io Slop Scoring to Stop Slop 164 Claude Code, Codex, OpenCode 3 632 tok
learningmatter-mit/AtomisticSkills arxiv.org Intergrating Atomistic Skills into Agentic IDEs (Cursor, Claude Code, Google Antigravity, 164 Claude Code, Codex, Gemini CLI, OpenCode 3 1,946 tok
NVlabs/ASPIRE ASPIRE: Agentic /Skills Discovery for Robotics 164 Claude Code, Codex, OpenCode 2 1,405 tok