How real projects configure their agents

32,137 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
bitwarden/agent-access Agent Access is an open protocol, CLI tool, and SDK to provide agents with credentials wit 145 Claude Code 1
joshzyj/open-scholar-skill Open scholar skill, a claude code plugin, for academic research 145 Claude Code 57 3,613 tok
phuctm97/modelfetch modelfetch.com Runtime-agnostic TypeScript/JavaScript SDK for MCP Servers 145 Claude Code, GitHub Copilot 7 4,001 tok
baz-scm/awesome-reviewers awesomereviewers.com Ready-to-use system prompts for Agentic Code Review. 145 Claude Code 1 1,008 tok
Kayforkind/reimagine-it kayforkind.github.io Kayforkind Content-Derived Design CLI. HTML in, standalone HTML out from the source's own 145 Claude Code, Codex, OpenCode 1 1,130 tok
nixrajput/portfolio-nextjs nixrajput.com This repository contains the source code for a portfolio website built using Next.js, Type 144 Claude Code, Codex, OpenCode 3 3,105 tok
Aiko-IT-Systems/DisCatSharp docs.dcs.aitsys.dev Your library to write discord apps in C# with focus on always providing access to the late 144 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,110 tok
touwaeriol/claude-code-plus plugins.jetbrains.com 🖥️ GUI Plugin for Claude Code / Codex CLI / Gemini CLI in JetBrains IDEs - Run AI coding 144 Claude Code, Codex, OpenCode 2 11,591 tok
tobiasosborne/alethfeld Rigorous Proofs via Adversarial AI Agents 144 Claude Code, Codex, OpenCode 13 444 tok
szaghi/FoBiS FoBiS.py, Fortran projects Building System 144 Claude Code 2 4,321 tok
getmockd/mockd mockd.io High-performance, multi-protocol mock server. HTTP, WebSocket, gRPC, MQTT, SSE, GraphQL, S 144 Claude Code, GitHub Copilot, Cursor 3 4,525 tok
colossus-lab/openarg_backend AI-powered analysis engine for Argentine government open data. Multi-agent pipeline (Lan 144 Claude Code 7 3,637 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
QoreDB/QoreDB qoredb.com Next Generation Database Client 144 Claude Code, Codex, OpenCode 2 5,423 tok
hamzafarooq/claude-code-starter 144 Claude Code 1 650 tok
liangdabiao/market-insight-claude-skill skillhub.cn claude-skill: A skill for understanding user needs and analyzing product opportunities. Su 144 Claude Code 1
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
Houseofmvps/claude-rank npmjs.com Claude Code plugin that tells you why your site won't get cited by AI — and fixes the disc 144 Claude Code 1 754 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
disler/planf3 Plans For Fable 5 143 Claude Code 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
fladdict/vibe-logger Logger system for Generative AI era. 143 Claude Code 1 772 tok
EliranG/claude-duet npmjs.com Two devs, one Claude. Share a Claude Code session in real-time with E2E encryption. 143 Claude Code 1 26 tok
disler/pi-agent-observability 143 Claude Code 6
coleam00/PydanticAI-Research-Agent Pydantic AI Research Agent Built with the PRP Framework Template 143 Claude Code, Codex, OpenCode 2 4,184 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
HarleyCoops/KimiK3Manim Create epic math and physics explainer animations with Kimi K3. 143 Claude Code 1 2,144 tok
aker-dev/microfolio aker-dev.github.io A modern static portfolio generator based on SvelteKit 2 and Tailwind CSS 4 143 Claude Code 2 6,374 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
GeekatplayStudio/Image-Express 143 Claude Code, Codex, OpenCode 2 159 tok
Polarityinc/zenith zenith.polarity.so Zenith: AI-agent-trace database in Rust, Worlds fastest database for FTS, trace loading, a 143 Claude Code 1 2,262 tok
Hainrixz/maia-skill tododeia.com Claude Code skill: 5 AI agents analyze crypto, stocks, forex & commodities in parallel, ad 143 Claude Code 1
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
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
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
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
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
CUTEPKQ/NEWTON newton026.github.io NEWTON: Agentic Planning for Physically Grounded Video Generation 142 Claude Code 2
mizchi/ai-coding-guide-202507 142 Claude Code 1
LKbaba/Gemini-mcp MCP server implementation for Google's Gemini API 142 Claude Code 1 841 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