How real projects configure their agents

44,931 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
Harzva/learn-likecc Claude Code source code reverse-recovery project | Source map reverse engineering · archit 56 Claude Code, Codex, Cursor, OpenCode 15 146 tok
longzhi/clawhive Lightweight, Rust-native AI Agent platform. Security sandbox from day one. 56 Claude Code, Codex, OpenCode 2 3,177 tok
fserg/1c-llm-requests An extension for 1C and a SKILL for querying data in 1C databases 56 Claude Code 2 —
Dcatfly/weixin_claude_code WeChat Channel plugin for Claude Code — bidirectional messaging between WeChat and Claude 56 Claude Code 1 583 tok
next-open-ai/openclawx a simple openclaw desktop u 56 Codex, OpenCode 1 1,578 tok
xin-lai/CodeSpirit CodeSpirit is a revolutionary full-stack low-code + AI development framework that achieves 56 Claude Code, Codex, Cursor, OpenCode 48 1,352 tok
brentmid/evernote-mcp-server Evernote MCP server - allows LLMs that support MCP (like Claude Desktop) to query your not 56 Claude Code 1 2,299 tok
vichannnnn/ccstart Quick setup for projects or repositories using Claude Code with built-in agents, ticket sy 56 Claude Code 1 1,381 tok
vinzenz/prd-breakdown-execute 56 Claude Code 27 1,849 tok
sabernagato/Context-Engineering-Intro-ZH Translation of the original repository: https://github.com/coleam00/Context-Engineering-In 56 Claude Code 3 854 tok
nclamvn/openclawvn OpenClaw Vietnam Edition - AI Gateway Platform with Vietnamese localization 56 Claude Code, Codex, OpenCode 2 4,390 tok
YeSongYun/openclaw-cn Chinese-localized version of clawdbot-dmxapi 56 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,538 tok
say828/claude-router Claude-router is a best project for using open model in claude-code 56 Claude Code, Gemini CLI 2 2,754 tok
ggonzalez94/defi-cli defi-cli.mintlify.app DeFi CLI for AI Agents 56 Codex, OpenCode 1 3,644 tok
KeloYuan/Niki-AI 🧠 Obsidian plugin that embeds Claude Code as an AI writing companion — smart context, und 56 Claude Code 1 1,068 tok
fattail4477/claw-decode clawdecode.net Decoding Claude Code's leaked 512K-line source — hidden features, 43 tool definitions, sys 56 Claude Code 1 763 tok
oowanghuan/ai-coding-template AI collaborative development framework template - Claude Code toolkit + 8-stage workflow + 56 Claude Code 28 —
mrvladd-d/memobank Agent-first Memory Bank skill pack for Codex CLI, Claude Code, and similar runtimes. 56 Codex, OpenCode 1 1,109 tok
fenwei-dev/mcp2skill 56 Claude Code, Codex, OpenCode 5 1,198 tok
SuperClaude-Org/SuperClaude_Plugin 56 Claude Code 1 514 tok
m9tdev/verrex m9tdev.github.io an Effect-native UI framework where E/R channels survive to compile-time — forget a servic 56 Claude Code, Codex, OpenCode 4 3,950 tok
Silverpeas/Silverpeas-Core silverpeas.org Core API for Silverpeas 56 Claude Code, Codex, OpenCode 2 3,370 tok
zdt1013/ai-git-commiter An AI-powered VSCode plugin that automatically generates Git Commit messages. It helps gen 56 Claude Code 6 1,619 tok
flipbit03/lineark Unofficial Linear CLI, for humans and coding agents 56 Claude Code 3 3,334 tok
atlas-php/atlas atlasphp.org An AI SDK for building agents and tools in Laravel applications 56 Claude Code, Codex, OpenCode 2 4,604 tok
AbdelStark/attnres abdelstark.github.io Rust implementation of Attention Residuals from MoonshotAI/Kimi 56 Claude Code, Codex, OpenCode 2 1,333 tok
Correia-jpv/fucking-awesome-cli-apps 🖥 📊 🕹 🛠 A curated list of command line apps. With up-to-date repository stars⭐ and for 56 Codex, OpenCode 1 40 tok
Xyntopia/taskyon taskyon.space Browser based Interface for Generative AI. Chat/Agent/Taskmanager Hybrid. 56 Codex, OpenCode 1 2,871 tok
buildkite/buildkite-mcp-server Official MCP Server for Buildkite. 56 Claude Code, Codex 3 3 tok
xianyu-sheng/Xenon 🚀 Xenon — Agent Harness for AI coding agents. Evidence-oriented architecture + 7 reasonin 56 Claude Code 1 1,448 tok
iwasa-kosui/kamae-ts iwasa-kosui.github.io 56 Claude Code 1 476 tok
yjwong/lark-cli A token-efficient CLI for Lark/Feishu APIs, designed for AI assistants like Claude Code. S 56 Claude Code 1 1,056 tok
phuryn/swarm-protocol Coordination protocol for agent-first teams. No UI. No sprints. No Jira. Just state sync. 56 Claude Code 1 1,026 tok
Gizele1/harness-init OpenAI harness engineering repo initialization scaffold for agent-first development. Works 56 Claude Code, Codex, OpenCode 2 1,399 tok
x0x0b/codex-launcher plugins.jetbrains.com 🧩 One-click Codex launcher for IntelliJ 56 Codex, OpenCode 1 619 tok
elliottdehn/wam A text language + compiler for LLM-authored low-poly WoW-style characters: mesh, rig, and 56 Claude Code, Codex, OpenCode 2 597 tok
mrjasonroy/cache-components-cache-handler npmjs.com A Nextjs Cache Components Cache Handler 56 Claude Code, Codex, OpenCode 2 1,977 tok
tody-agent/codymaster cody.todyle.com Vibe Coding Framework - Full SaaS Development Team from A-Z with Brain, Self Improvement, 56 Codex, Gemini CLI, OpenCode 2 767 tok
m13v/ai-browser-profile Extract user knowledge from browser data into a self-ranking SQLite database with semantic 56 Claude Code 1 941 tok
apolloio/apollo-io-cli The Official Apollo.io CLI 56 Claude Code, Codex, OpenCode 2 74 tok
hmohamed01/Claude-Code-Scaffolding-Skill A skill that adds scaffolding to IDE's such as cursor and VS code to create new projects. 56 Claude Code 1 3,110 tok
agents-squads/squads-cli agents-squads.com CLI for managing AI agent squads. Status, memory, goals, feedback, and dashboard for your 56 Claude Code, Codex, OpenCode 2 1,229 tok
CuriousLearnerDev/Online_Tools-AI An AI Agent platform for web-based desktop security testing, integrating reconnaissance, a 56 Claude Code 1 344 tok
pydantic/braindump Extract coding rules from PR review comments and generate AGENTS.md files for any GitHub r 56 Claude Code, Codex, OpenCode 2 38 tok
remix-run/remix-website 56 Claude Code, Codex, OpenCode 5 2,236 tok
EveryInc/after-automation-agent-mode Agent Mode companion kit for After Automation 56 Codex, OpenCode 1 796 tok
manymore13/report-cli manymore13.github.io A command-line tool for querying and downloading research reports, including industry, str 56 Claude Code 2 —
kalamdb/KalamDB kalamdb.org A lightweight, Postgres compatable, real-time, storage-efficient SQL database. Designed fo 56 Claude Code, Codex, GitHub Copilot, OpenCode 32 3,032 tok
mahimailabs/voicegateway voicegateway.dev The One Dashboard every Voice Agent needs 56 Claude Code, Codex, OpenCode 11 1,973 tok
JavierusTk/delphi-lookup Fast Delphi/Pascal symbol search for AI coding agents - Now includes Delphi LSP 56 Claude Code 1 4,758 tok