How real projects configure their agents

23,307 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
tobiasosborne/alethfeld Rigorous Proofs via Adversarial AI Agents 144 Claude Code, Codex, OpenCode 13 444 tok
Haaareally/Before-You-Ask-Codex-to-Code 144 Codex, OpenCode 1 717 tok
nooscraft/tokuin CLI tool – estimates LLM tokens/costs and runs provider-aware load tests for OpenAI, Anthr 144 Codex, OpenCode 1 1,235 tok
swaroop2004/Proven-Viral-Content-System Research, brainstorm, and generate viral video content for Instagram, YouTube, X, and TikT 144 Claude Code, Codex, OpenCode 10 779 tok
drewnekota/cetus cetus.run One macOS app for Claude Code, Codex, and every agent runtime you use — scheduled runs, gl 144 Codex, OpenCode 1 127 tok
fchangjun/awesome-design-md-cn The design system documentation format proposed by Stitch—record design systems in plain-t 144 Codex, OpenCode 1 950 tok
QoreDB/QoreDB qoredb.com Next Generation Database Client 144 Claude Code, Codex, OpenCode 2 5,423 tok
konippi/servo-fetch A self-contained browser engine that fetches, renders, and extracts web content as Markdow 144 Codex, OpenCode 1 1,928 tok
betta-tech/byo-coding-agent 144 Codex, OpenCode 1 647 tok
OpenHands/extensions Public registry for OpenHands extensions. 144 Codex, OpenCode 1 4,267 tok
coddy-project/coddy-agent coddy.dev General-purpose agent in one static Go binary: console TUI, ACP server for editors, OpenAI 144 Claude Code, Codex, OpenCode 2 8,713 tok
metadist/synaplan synaplan.com Our AI control plane for fast deployment. Talk to various models, MCP with agents, get a c 144 Codex, OpenCode 1 8,733 tok
ojowwalker77/BonsAI bonsaidev.sh A bucket for your thoughts (local boards,BYO subs for llm features) 143 Claude Code, Codex, OpenCode 3 1,220 tok
LF-Decentralized-Trust-labs/gitmesh GitMesh: Policy-as-Code Engine for Open Source AI Agent Orchestration 143 Claude Code, Codex, OpenCode 3 1,266 tok
timothywarner/chatgptclass techtrainertim.com ChatGPT and GitHub Copilot in Four Hours 143 Claude Code, Codex, GitHub Copilot 8 5,750 tok
Web3Auth/web3auth-examples web3auth.io 143 Claude Code, Codex 1
veliovgroup/mail-time npmjs.com 📮 Email queue extending NodeMailer with multi SMTP transports and horizontally scaled app 143 Claude Code, Codex, OpenCode 2 5,048 tok
LSTM-Kirigaya/openclaw-onebot An OneBot integration framework for OpenClaw, used to connect to QQ. 143 Codex, OpenCode 1 1,705 tok
johnpapa/heroes-vue papa-heroes-vue.azurewebsites.net Tour of Heroes app written with Vue 143 Codex, GitHub Copilot, OpenCode 2 3,408 tok
julianromli/opencode-template threads.com OpenCode CLI Template by @faizntfd 143 Codex, OpenCode 1 4,131 tok
nunobrum/spicelib Python library to interact with spice simulators such as LTSpice, QSPICE, NGSpice and othe 143 Codex, OpenCode 1 1,505 tok
coleam00/PydanticAI-Research-Agent Pydantic AI Research Agent Built with the PRP Framework Template 143 Claude Code, Codex, OpenCode 2 4,184 tok
cola-io/codex-acp An Agent Client Protocol (ACP)–compatible agent that bridges the OpenAI Codex runtime with 143 Codex, OpenCode 1 3,068 tok
xiaoleiy/podpull podpull.vercel.app Download any podcast episode straight to your shell — Apple Podcasts, RSS, or xiaoyuzhou. 143 Claude Code, Codex, OpenCode 2 2,580 tok
dmae97/omk Evidence-gated runner for Codex, Claude Code, OpenCode, and local coding agents. Routes ta 143 Claude Code, Codex, OpenCode 2 2,469 tok
ArchiveBox/abx-dl abx-dl.archivebox.io ⬇️ A simple all-in-one CLI tool to download EVERYTHING from a URL (like youtube-dl/yt-dlp, 143 Claude Code, Codex, OpenCode 2 1,251 tok
apache/hugegraph-ai hugegraph.apache.org The integration of HugeGraph with AI/LLM & GraphRAG 143 Codex, OpenCode 1 648 tok
GeekatplayStudio/Image-Express 143 Claude Code, Codex, OpenCode 2 159 tok
SeardnaSchmid/markdown-inline-editor-vscode VS Code extension · inline markdown · WYSIWYG · GFM · LaTeX · Mermaid · task lists 143 Claude Code, Codex, Cursor, OpenCode 4 3,341 tok
first-tree-ai/first-tree first-tree.ai First-tree routes work to the right agent, gives it the same context your team has, and lo 143 Claude Code, Codex, OpenCode 2 2,114 tok
SerhiiKorniienko/bullshit-detector korniienko.dev Agent skills that fact-check the internet: claim-by-claim verification with sources and a 143 Claude Code, Codex, OpenCode 2 2,414 tok
oframe/ogpu oframe.github.io Minimal WebGPU Library 143 Claude Code, Codex, Gemini CLI, OpenCode 12 1,660 tok
AEON-7/vllm-ultimate-dgx-spark AEON vLLM Ultimate — vLLM 0.27.1 built from source for DGX Spark / Blackwell (sm_121a/GB10 143 Codex, OpenCode 1 9,283 tok
tiylabs/tiygate TiyGate is a lightweight gateway for highly available LLM services. 143 Codex, OpenCode 1 1,187 tok
FineComputer14451/Grok-Imagine-NSFW-Bible finecomputer14451.github.io 143 Codex, OpenCode 1 1,344 tok
aws-samples/sample-autonomous-cloud-coding-agents aws-samples.github.io Autonomous background coding agents on AWS. Turn tasks into pull requests via isolated run 143 Claude Code, Codex, OpenCode 3 2,247 tok
stephenlzc/AI-Powered-Literature-Review-Skills AI-driven systematic academic literature review tool | AI-Powered Literature Survey Tool w 143 Codex, OpenCode 1 4,040 tok
elliotttate/SpliceKit splicekit.fcp.cafe Final Cut Pro, unlocked. A Command Palette, MCP server, and an open plugin framework to do 143 Claude Code, Codex, OpenCode 2 22,069 tok
nirholas/three.ws three.ws Open-source 3D AI agent framework — GLB/glTF avatars with LLM brains, memory, emotions, an 143 Claude Code, Codex 48 11,642 tok
openpi-dev/openpi openpi-dev.github.io The setup I use for pi. Changes a ton, don't recommend hard copying it, just a taste of wh 143 Claude Code, Codex, OpenCode 2 1,461 tok
DevXDojo/my-github-202X 202x.ch3nyang.top Statistics of your activities on GitHub in 2026. 143 Codex, GitHub Copilot, OpenCode 2 5,599 tok
saubakirov/KZ-IT-telegram-list saubakirov.github.io Verified catalog of Kazakhstan IT and startup Telegram groups, channels, and bots — in Eng 143 Claude Code, Codex, OpenCode 2 2,870 tok
D-Robotics/moss 142 Codex, OpenCode 1 4,297 tok
dedalus-labs/dedalus-mcp-python docs.dedaluslabs.ai A simple and performant Model Context Protocol framework for Python. 142 Claude Code, Codex, OpenCode 2 1,699 tok
plustar35/echo-reading A notebook skeleton for reading a book deeply with Claude Code—an immersive conversational 142 Claude Code, Codex, OpenCode 8 3,438 tok
Haaaiawd/ANWS 🚀 A spec-driven workflow framework for AI-assisted development. Empowers prompt engineers 142 Codex, OpenCode 1 2,039 tok
vogler75/monster-mq monstermq.com MonsterMQ is a MQTT broker built on Vert.X and Hazelcast with data persistence through Pos 142 Claude Code, Codex, OpenCode 7 3,789 tok
ntorga/agent-starter-kit The scaffold for your multi-model, personalized Natural Language AI Harness (NLAH) . 142 Codex, OpenCode 1 2,587 tok
Archeb/peer.as peer.as PEER.AS — explore global BGP routing, IP prefixes, ASNs, AS_PATH, origins and peering. 142 Codex, OpenCode 1 7,396 tok
iamtouchskyer/memex memra.vercel.app Zettelkasten-based persistent memory for AI coding agents. Works with Claude Code, Cursor, 142 Claude Code, Codex, Cursor, Gemini CLI, OpenCode, Windsurf 5 8,050 tok