How real projects configure their agents

43,579 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710

All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77

Project Stars Configures Files Always loaded
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
confluentinc/mcp-confluent 167 Claude Code, GitHub Copilot 7 7,021 tok
janreges/ai-distiller AI Distiller is ultra‑fast, open‑source tool for intelligently extracting only the essenti 167 Claude Code 1 9,205 tok
bbartling/open-fdd Fault Detection Diagnostics (FDD) for HVAC datasets 167 Claude Code, Codex, Cursor, OpenCode 16 4,337 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
csthink/dashmotion csthink.github.io Animated technical diagrams from plain English or Mermaid — a Claude skill, self-contained 166 Claude Code 1 752 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
MatanYemini/bitbucket-mcp Bitbucket MCP - A Model Context Protocol (MCP) server for integrating with Bitbucket Cloud 165 Claude Code 1 1,261 tok
tddworks/SkillsManager tddworks.github.io A macOS application for discovering, browsing, and installing skills for AI coding assista 165 Claude Code 1 1,870 tok
Terry-Mao/AICodingFlow Setup a AI Coding Flow 165 Claude Code, Codex, OpenCode 39 541 tok
Aster110/mycc MyCC — Run Claude Code from your phone 165 Claude Code 11 1,361 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
twjackysu/TWSEMCPServer MCP Server for the Taiwan Stock Exchange OpenAPI, also integrating selected real-time quot 165 Claude Code 1 3,445 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 2,431 tok
sapoepsilon/Whispera AI-powered voice transcription app for macOS using WhisperKit 165 Claude Code 1 1,574 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
kousen/java_upgrade Code for Java upgrade workshop 164 Claude Code 1 1,000 tok
romiluz13/cc10x The Loop Engine for Claude Code — engineer the loop, not the prompt. 1 router · 9 agents · 164 Claude Code 1 516 tok
Kurt-Chan/ai-job-scraper 164 Claude Code 1 178 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
alexei-led/spotinfo CLI for exploring Spot instance pricing across AWS, GCP and Azure. Inspect Spot instance t 164 Claude Code 1 11,588 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
jean-humann/docs-to-pdf npmjs.com Generate PDF for document website 🧑‍🔧 164 Claude Code 1 4,714 tok