How real projects configure their agents

22,036 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 agents7,510Claude Code6,601Data and AI3,691Backend and APIs3,489Languages3,402Planning3,208Git and workflow3,142Code review2,734Memory and context2,361Testing2,349DevOps and cloud2,296Research2,292Writing and docs2,291Frontend2,248Security2,004Productivity1,708

All Claude Code32,107 Codex23,261 OpenCode22,036 GitHub Copilot3,542 Gemini CLI1,912 Cursor1,737 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
suyiiyii/AutoGLM-GUI autoglm-gui.vercel.app A modern Web graphical interface for AutoGLM—making it easy for AI to automate Android dev 1,125 Claude Code, Codex, OpenCode 3 1,582 tok
Dicklesworthstone/coding_agent_session_search Unified TUI and CLI to index and search your local coding agent session history across 11+ 1,125 Codex, OpenCode 1 16,752 tok
mrwadams/stride-gpt stridegpt.streamlit.app An AI-powered threat modeling tool that leverages OpenAI's GPT models to generate threat m 1,119 Codex, OpenCode 1 4,122 tok
KroMiose/nekro-agent nekro.ai NekroAgent is a cross-platform Agent framework for multiplayer interaction scenarios, inte 1,118 Claude Code, Codex, OpenCode 2 1,696 tok
daangn/seed-design seed-design.io SEED Design System 1,116 Claude Code, Codex, OpenCode 10 1,322 tok
agentrq/agentrq agentrq.com AgentRQ: Human-in-loop realtime conversational task manager for AI Agents. Self-hosted! Co 1,115 Claude Code, Codex, OpenCode 2 2,692 tok
codestable/CodeStable codestable.dev CodeStable is an AI coding workflow for serious software engineering that keeps humans in 1,114 Claude Code, Codex, OpenCode 4 2,188 tok
novoid/Memacs What did I do on February 14th 2007? Visualize your (digital) life in Org-mode 1,109 Codex, OpenCode 1 2,975 tok
agentlas-ai/Agentlas-OS agentlas.cloud Agent OS: keep specialist agents in a hub, spin up a temporary orchestrator per task. Loca 1,108 Claude Code, Codex, Gemini CLI, OpenCode 3 7,327 tok
Onelevenvy/flock A desktop multi-agent harness built with Rust, Tauri, and React, powered by langgraph-rust 1,106 Claude Code, Codex, OpenCode 2 4,269 tok
ModernRelay/omnigraph omnigraph.dev Lakehouse native graph engine with git-style workflows 1,106 Claude Code, Codex, OpenCode 2 2,012 tok
TencentCloudBase/CloudBase-AI-Toolkit docs.cloudbase.net Backend for AI coding agents on CloudBase — database, auth, functions via Plugin, Skills & 1,103 Claude Code, Codex, OpenCode 2 6,543 tok
erha19/ping-island erha19.github.io A Dynamic Island-style command center for managing all your AI coding agents on macOS. 1,103 Claude Code, Codex, OpenCode 1 7,782 tok
prompt-security/clawsec prompt.security A complete security skill suite for OpenClaw, Hermes, PicoClaw and NanoClaw agents (and va 1,102 Claude Code, Codex, OpenCode 2 3,541 tok
dpearson2699/swift-ios-skills skills.sh Agent Skills for iOS 26+, Swift 6.3, SwiftUI, and modern Apple frameworks 1,098 Codex, OpenCode 1 2,604 tok
foxhound87/mobx-formkit foxhound87.github.io Reactive MobX Form State Management 1,096 Codex, OpenCode 1 7,668 tok
LilMGenius/paperthin paperthin.ai Low-level agentic design patterns. Turning old engineering wisdom into reflexes your agent 1,092 Claude Code, Codex, OpenCode 2 3,358 tok
shaps80/SwiftUIBackports A collection of SwiftUI backports for iOS, macOS, tvOS and watchOS 1,092 Codex, OpenCode 1 653 tok
Dicklesworthstone/beads_rust Fast Rust port of Steve Yegge's beads: local-first, non-invasive issue tracker storing tas 1,090 Claude Code, Codex, OpenCode 2 12,466 tok
0xranx/OpenContext 0xranx.github.io A personal context store for AI agents and assistants—reuse your existing coding agent CLI 1,090 Codex, OpenCode 1 1,022 tok
foxglove/mcap mcap.dev MCAP is a modular, performant, and serialization-agnostic container file format, useful fo 1,087 Codex, OpenCode 1 1,480 tok
lee-to/ai-factory aif.cutcode.dev You want to build with AI, but setting up the right context, prompts, and workflows takes 1,085 Codex, OpenCode 1 9,525 tok
openclaw/agent-skills Useful skills for agents and claws. 1,083 Codex, OpenCode 1 173 tok
nevalang/neva nevalang.org Dataflow programming language where you write a program as a message-passing graph and eve 1,079 Codex, OpenCode 9 1,227 tok
matlab/simulink-agentic-toolkit The Simulink Agentic Toolkit gives your AI agent both the tools and the expertise to work 1,076 Codex, OpenCode 1 402 tok
coldteadotai/pr-lens prlens.dev Review code 100X faster. Lens draws every PR as animated architecture and data-flow walkth 1,076 Claude Code, Codex, OpenCode 3 1,500 tok
FalkorDB/QueryWeaver app.queryweaver.ai An open-source Text2SQL tool that transforms natural language into SQL using graph-powered 1,075 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,912 tok
Rain120/qq-music-api rain120.github.io QQ Music API implemented with koa2. 1,073 Claude Code, Codex, OpenCode 3 2,444 tok
duanyytop/agents-radar duanyytop.github.io Daily AI ecosystem digest from 10 sources (GitHub, ArXiv, HN, HuggingFace, Product Hunt, D 1,072 Claude Code, Codex, OpenCode 2 7,079 tok
raindrop-ai/workshop raindrop.ai Give your coding agent the power to write and run agent evals. 1,070 Codex, OpenCode 1 451 tok
marcus/sidecar Use sidecar next to CLI agents for diffs, file trees, conversation history, and task manag 1,070 Claude Code, Codex, Gemini CLI, OpenCode 3 4,460 tok
K9i-0/ccpocket k9i-0.github.io Mobile client for Codex and Claude — control coding agents from your phone via WebSocket b 1,066 Claude Code, Codex, OpenCode 25 1,297 tok
openops-cloud/openops openops.com The batteries-included, No-Code FinOps automation platform, with the AI you trust. 1,065 Claude Code, Codex, GitHub Copilot, OpenCode 6 3,937 tok
microsoft/agentrc Get your repo ready for AI. 1,061 Claude Code, Codex, GitHub Copilot, OpenCode 9 1,303 tok
tristanisham/zvm zvm.app zvm (Zig Version Manager) lets you easily install/upgrade between different versions of Zi 1,059 Claude Code, Codex, OpenCode 2 1,991 tok
917Dhj/DeepPaperNote 917dhj.github.io DeepPaperNote is an agent skill for deep-reading a single paper and generating high-qualit 1,059 Claude Code, Codex, OpenCode 2 972 tok
rogue-security/rogue qualifire.ai AI Agent Evaluator & Red Team Platform 1,058 Codex, OpenCode 1 1,055 tok
fancyboi999/ai-engineering-from-scratch-zh aieng-zh.cn The most comprehensive learning path for Agent engineers · Master AI engineering from scra 1,056 Claude Code, Codex, OpenCode 9 1,862 tok
manycoretech/aholo-viewer aholojs.dev A high performance 3DGS renderer 1,055 Codex, OpenCode 7 917 tok
PatterAI/Patter getpatter.com Open-source voice-AI SDK. The Vapi/Retell alternative for builders who want to own the sta 1,052 Codex, OpenCode 1 855 tok
northword/zotero-format-metadata Linter for Zotero. A plugin for Zotero to format item metadata. Shortcut to set title rich 1,050 Claude Code, Codex, OpenCode 2 2,140 tok
xyTom/coding-tools-mcp coding-1afcb9be.mintlify.app Give any AI agent the ability to code 1,049 Codex, OpenCode 1 329 tok
jonwiggins/optio optio.host Workflow orchestration for AI coding agent swarms, from task to merged PR. 1,048 Claude Code, Codex, OpenCode 2 6,860 tok
GSManagerXZ/GameServerManager gsmanager.cn GameServerManager (GSManager for short) is a modern one-click game deployment panel design 1,047 Codex, OpenCode 1 789 tok
numman-ali/n-skills Curated plugin marketplace for AI agents - works with Claude Code, Codex, and openskills 1,046 Claude Code, Codex, OpenCode 2 1,873 tok
fy-agent/fyagent For You Agent——a personal digital persona for the AI era. Bring your models, AI accounts, 1,044 Codex, OpenCode 1 251 tok
snipeship/ccflare ccflare.com The ultimate CC proxy 1,043 Claude Code, Codex, OpenCode 2 2,409 tok
mikiarlo3/ai-copywriter An AI copywriter that uses real copywriting skills + real marketing knowledge with human t 1,042 Claude Code, Codex, OpenCode 1 703 tok
wk42worldworld/cybercode An AI agent combining Claude Code coding capabilities with Hermes Agent self-evolution. 1,039 Claude Code, Codex, OpenCode 3 946 tok
LodyAI/Lody lody.ai Share coding agents with your team on phone and desktop 1,039 Claude Code, Codex, OpenCode 2 1,288 tok