How real projects configure their agents

22,053 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
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
aerovato/magic-compact Lossless context compression plugin for Claude Code & OpenCode. 167 Codex, OpenCode 1 165 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
wedow/harness Minimal agent loop in bash. Pure state follower core with plugin-based tools, hooks, provi 166 Codex, OpenCode 1 2,266 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
pachterlab/paperpush 166 Claude Code, Codex, OpenCode 3 2,527 tok
xiangyugongzuoliu/awesome-rss-feeds-list xiangyugongzuoliu.com 🌐 The most comprehensive collection of RSS feeds on the entire web 166 Claude Code, Codex, OpenCode 2 265 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
debugmcp/mcp-debugger A headless, agentic debugger over MCP — let your AI agents debug running programs in seven 165 Claude Code, Codex, OpenCode 2 9,833 tok
KonghaYao/peri docs.peri-code.dev Lightweight Rust Agent only use 50MB RAM, but Claude Code Plugin compatible, Dynamic Workf 165 Claude Code, Codex, OpenCode 16 1,192 tok
tilework-tech/nori-skillsets npmjs.com System for managing collections of agent skills. Switch between skillsets seamlessly! 165 Claude Code, Codex, OpenCode 4 1,914 tok
DefangLabs/defang defang.io Defang Deploy CLI. Develop Once, Deploy Anywhere. Take your app from Docker Compose to a s 165 Claude Code, Codex, OpenCode 4 719 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
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
Dicklesworthstone/mcp_agent_mail_rust Rust MCP server for multi-agent coordination: 34 tools, Git-backed archive, SQLite indexin 164 Codex, OpenCode 1 17,449 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
AlexeyLCP/lucx-ui t.me Xray panel fork of 3x-ui: native AmneziaWG (up to 3.1), tunnel sidecars (NaiveProxy, olcRT 164 Claude Code, Codex, OpenCode 2 3,183 tok
SwiftTUI/swift-tui swifttui.sh SwiftUI semantics, drawn in terminal cells — macOS/Linux/Windows/WASI 164 Claude Code, Codex, OpenCode 2 2,413 tok
brekkylab/backlot pypi.org A local emulator for enterprise SaaS APIs — Slack, Gmail, Google Drive, GitHub, Jira, Noti 164 Claude Code, Codex, OpenCode 2 765 tok
fakechris/obsidian_vault_pipeline A automatic pipeline that processing obsidian vault by llm from pinbord, obsidian Clipper 163 Claude Code, Codex, OpenCode 2 3,821 tok
stacklok/toolhive-studio stacklok.com ToolHive is an application that allows you to install, manage and run MCP servers and conn 163 Claude Code, Codex, GitHub Copilot, OpenCode 12 2,784 tok
Khan/wonder-blocks khan.github.io React components for Wonder Blocks design system. 163 Claude Code, Codex, GitHub Copilot, OpenCode 11 14,562 tok
healthymind-tech/Taiwan-Health-MCP 163 Claude Code, Codex, OpenCode 2 8,143 tok
glowbom/glowbom-oss glowbom.com Build software like writing a book 163 Claude Code, Codex, OpenCode 2 151 tok
teleskopio/teleskopio teleskopio.github.io teleskopio is a lightweight kubernetes web client 162 Codex, OpenCode 1 828 tok
cocode-agency/cocode cocode.agency Best ready-to-run DeepSeek Harness distribution: DSH desktop GUI, DSH terminal TUI, and ha 162 Codex, OpenCode 1 1,500 tok
LilMGenius/polysona Polygonal Persona: A Persona Layer for AI Agents. Metacognition-driven multi-persona extra 162 Claude Code, Codex, OpenCode 2 1,234 tok
tinygrad/asm2464pd-firmware Firmware for the ASM2464PD 162 Claude Code, Codex, Gemini CLI, OpenCode 3 276 tok
VeryGoodOpenSource/vgv-ai-flutter-plugin AI plugin to enhance and accelerate Flutter & Dart development, built by Very Good Venture 162 Claude Code, Codex, OpenCode 2 3,072 tok
NVIDIA/nvalchemi-toolkit nvidia.github.io ALCHEMI Toolkit is a developer toolkit for accelerating training and inference for AI in c 162 Claude Code, Codex, OpenCode 2 2,797 tok
molefrog/moi moi.computer 💾 MOI: agent-agnostic generative UI workspace. Give your agent a skill and let it build s 162 Claude Code, Codex, OpenCode 4 1,680 tok