How real projects configure their agents

22,109 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
appautomaton/presentation appautomaton.com A business question goes in. A consulting-grade deck comes out. Four composable skills for 57 Claude Code, Codex, OpenCode 2 1,796 tok
aws-deadline/deadline-cloud aws-deadline.github.io Submit and manage rendering jobs on AWS Deadline Cloud, the AWS managed render farm servic 57 Claude Code, Codex, OpenCode 2 1,692 tok
bcharleson/linkedincli CLI and MCP server for LinkedIn — 43 commands for profiles, posts, messaging, connections, 57 Claude Code, Codex, OpenCode 2 5,859 tok
masuP9/a11y-specialist-skills Accessibility specialist skills plugin for Claude Code. 57 Codex, OpenCode 1 509 tok
processmission/oh-my-qemu processmission.github.io A collection of AI agent skills for QEMU hardware modeling 57 Codex, OpenCode 1 734 tok
cai-layer/cai getcai.app Press ⌥C on anything. Transform with AI, scripts, and shortcuts on any selection. 100% loc 57 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,135 tok
rapidly-labs/rapidly-sdk rapidly.io Realtime audio separation running fully on-device across iOS, macOS, Android, Linux and Wi 57 Codex, OpenCode 1 1,876 tok
ipnet-mesh/meshcore-hub ipnt.uk MeshCore Hub provides a complete solution for monitoring, collecting, and interacting with 57 Codex, OpenCode 1 4,827 tok
ggonzalez94/defi-cli defi-cli.mintlify.app DeFi CLI for AI Agents 57 Codex, OpenCode 1 3,644 tok
Rphone/zotero-tab-enhance Tab Enhance is a Zotero plugin that adds more convenient features to Zotero tabs. 57 Codex, OpenCode 1 2,615 tok
flankerhqd/cyvisguard Security control plane for AI agents — identity and delegation, capability policy, data-fl 57 Claude Code, Codex, OpenCode 2 2,198 tok
ChaoYue0307/awesome-loop-engineering chaoyue0307.github.io 🔁 Build reliable recurring AI-agent systems: 1007 resources, 22 operational patterns, 22 57 Codex, OpenCode 1 611 tok
AuthPlane/authserver OAuth 2.1 Authorization Server for the Model Context Protocol (MCP) 57 Codex, OpenCode 1 4,478 tok
GoogleCloudPlatform/evalbench EvalBench is a flexible framework designed to measure the quality of generative AI (GenAI) 57 Codex, OpenCode 1 2,556 tok
xinggaoya/sing-box-windows-android 🚀 Modern Android VPN client based on the sing-box core | Modern Android VPN client based 57 Claude Code, Codex, OpenCode 2 1,889 tok
damon-liu/Dji-cloud-api-tool A lightweight debugging tool for DJI Cloud API, supporting multiple Broker configurations, 57 Claude Code, Codex, OpenCode 12 3,688 tok
Sarv/SarvTerminal sarv.com Fast, open-source macOS terminal + SSH connection manager — saved-host vault, SFTP/SCP, SS 57 Claude Code, Codex, OpenCode 3 839 tok
PatrykIti/blender-ai-mcp Production-shaped MCP server for Blender with goal-first routing, curated tools, determini 57 Codex, OpenCode 1 5,297 tok
dallay/agentsync dallay.github.io A fast, portable CLI tool for synchronizing AI agent configurations across multiple AI cod 57 Claude Code, Codex, OpenCode 14 6 tok
studyzy/tapd-ai-cli A command-line tool for Tencent TAPD designed for AI. 57 Claude Code, Codex, OpenCode 11 1,859 tok
evgenyvinnik/llm-driven-system-design Collection of the system designs driven by LLMs 57 Claude Code, Codex, OpenCode 2 15,408 tok
yong076/agent-cat-releases Public binary downloads for Agent Cat 57 Codex, OpenCode 1 867 tok
hqhq1025/clipaste Screenshot clipboard paste fix for Claude Code, Codex & Cursor — works on macOS, SSH remot 57 Claude Code, Codex, OpenCode 2 3,935 tok
ningzimu/codex-gpt-image OpenClaw/Claude Code SKILL.md for gpt-image-2 via Codex OAuth, no OPENAI_API_KEY required 57 Codex, OpenCode 1 290 tok
PerryLink/dsh-mcp-panel npmjs.com MCP management console for the official DeepSeek Harness MCP client: /mcp command with hea 57 Codex, OpenCode 1 1,752 tok
kkkano/FinSight Multi-agent conversational financial research platform. Provides specialized agents for pr 57 Codex, OpenCode 1 3,255 tok
prisma/skills 57 Claude Code, Codex, OpenCode 2 1,231 tok
TopiCsarno/yapcap Native COSMIC panel applet showing local usage limits for Codex, Claude Code, and Cursor. 57 Claude Code, Codex, OpenCode 2 442 tok
saibodafu/e-commerce-skill 57 Codex, OpenCode 1 1,073 tok
krispuckett/SiriCardKit 57 Claude Code, Codex, OpenCode 3 1,998 tok
tuxevil/tuxevil-rotator Multi-provider, multi-account AI proxy rotator with per-model routing, quota tracking, and 57 Claude Code, Codex, OpenCode 5 848 tok
Czarnak/tia-portal-mcp Specialized bridge designed to connect LLMs and AI agents directly to Siemens SIMATIC TIA 57 Claude Code, Codex, OpenCode 2 1,968 tok
dslsdzc/rev-skills 121 reverse-engineering AI skills (publishable and cross-platform): malware analysis / sof 57 Claude Code, Codex, OpenCode 2 4,581 tok
Growth-Circle/cadis Rust-first, local-first multi-agent runtime with a desktop HUD, policy-gated tools, voice, 56 Claude Code, Codex, OpenCode 2 534 tok
notoriouslab/bu-ketao No Politeness — Strip Chinese AI verbosity. A Traditional Chinese LLM output compression r 56 Codex, OpenCode 1 4 tok
xindoo/ai-novel-lab github.xindoo.xyz AI novel generation laboratory 56 Codex, OpenCode 1 2,326 tok
AtomNotShy/factor_mining A systematic factor-mining system that provides data-driven decision support for quantitat 56 Claude Code, Codex, OpenCode 4 5,962 tok
jango-blockchained/advanced-homeassistant-mcp jango-blockchained.github.io MCP server that gives AI assistants control over your Home Assistant. Including 50+ tools 56 Codex, GitHub Copilot, OpenCode 2 2,523 tok
potatoqualitee/aitools 🧠 PowerShell wrapper for AI coding assistants with batch processing, persistent config, a 56 Codex, OpenCode 1 553 tok
JustasMonkev/mcp-accessibility-scanner npmjs.com An MCP (Model Context Protocol) server for performing accessibility audits on webpages usi 56 Claude Code, Codex, OpenCode 3 534 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
Vortx-AI/emem emem.dev Satellites for AI. External, shared memory of our world. 56 Codex, OpenCode 1 2,338 tok
Synthesys-Lab/agentize AI-powered SDK for Software Development 56 Claude Code, Codex, OpenCode 6 723 tok
lynxlangya/knowject knowject.wangyun.fan AI-assisted project knowledge workspace for development teams. 56 Codex, OpenCode 1 1,905 tok
gopherguides/hype Hype is a document generation tool used to rapidly create, maintain, and reuse documentati 56 Claude Code, Codex, OpenCode 3 797 tok
nclamvn/openclawvn OpenClaw Vietnam Edition - AI Gateway Platform with Vietnamese localization 56 Claude Code, Codex, OpenCode 2 4,390 tok
notdp/worktree.sh Provide an out-of-the-box isolated environment for your codex/claude code. 56 Codex, OpenCode 1 586 tok
HazelnutParadise/insyra insyra.hazelnut-paradise.com Not just an alternative to Pandas in Go. A next-generation data analysis library for Golan 56 Claude Code, Codex, GitHub Copilot, OpenCode 35 5,481 tok
Advance-Technologies-Foundation/clio creatio.com Command Line Interface for Сreatio platform 56 Claude Code, Codex, GitHub Copilot, OpenCode 42 12,433 tok
Epsilondelta-ai/pi-web A web UI for viewing and controlling the local pi coding agent in your browser. 56 Claude Code, Codex, OpenCode 2 905 tok