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
danoszz/penthera penthera.org Offline cyber security agent for your apps and AI coding tools. Open R&D: measured in publ 95 Codex, OpenCode 1 940 tok
unoplat/unoplat-code-confluence docs.unoplat.io Always keep your codebases ready for Agents. Improve any coding workflow by atleast 2x by 94 Claude Code, Codex, Gemini CLI, OpenCode 3 239 tok
jcesarperez/claude-em 94 Claude Code 16 1,091 tok
duysqubix/gobc 94 Codex, OpenCode 1 1,809 tok
haikelz/jadwal-sholat jdwshlt.ekel.dev A monorepo for prayer schedule Website 94 Claude Code, Codex, OpenCode 7 3,676 tok
clawrun-sh/clawrun clawrun.sh Deploy and manage AI agents in seconds. 94 Claude Code, Codex, OpenCode 2 5,125 tok
secundant/neodx A collection of frontend-focused tools aimed at enhancing your development experience 94 Codex, OpenCode 1 2,722 tok
IvanWng97/dotfiles macOS dotfiles managed with GNU stow — ghostty, neovim, zsh, tmux, starship, lazygit, home 94 Claude Code 1 199 tok
apache/camel-quarkus-examples camel.apache.org Apache Camel Quarkus Examples 94 Codex, OpenCode 1 1,441 tok
CliMA/Thermodynamics.jl clima.github.io Fast, differentiable moist thermodynamics for Earth system models. 94 Codex, OpenCode 1 699 tok
midhunmonachan/codex-profiles Save, list, and switch Codex CLI accounts fast. 94 Codex, OpenCode 1 721 tok
soramitsu/fearless-iOS fearlesswallet.io Fearless Wallet is a mobile wallet designed for the decentralized future on the Kusama and 94 Codex, OpenCode 1 2,597 tok
Hung2124/codex-multi-profile npmjs.com Multi-workspace profile router, MCP server isolation auditor, and CLAUDE.md <-> AGENTS.md 94 Codex, OpenCode 1 343 tok
proofsh/granola-mcp-server Local granola-ai-mcp-server 94 Claude Code 1 770 tok
okooo5km/memory-mcp-server-go A Model Context Protocol server that provides knowledge graph management capabilities. 94 Claude Code, Codex, OpenCode 2 4,740 tok
shepherdjerred/monorepo Monorepo for all of my projects 94 Claude Code, Codex, OpenCode 16 2,187 tok
vstorm-co/pydantic-ai-shields vstorm-co.github.io Guardrail capabilities for Pydantic AI — cost tracking, prompt injection detection, PII fi 94 Claude Code, Codex, OpenCode 2 799 tok
UnpaidAttention/fable5-methodology A transferable, self-enforcing software-engineering methodology for AI coding agents — pla 94 Claude Code 1 2,387 tok
NakaokaRei/SwiftAutoGUI nakaokarei.github.io A Swift library for macOS automation — mouse, keyboard, screenshots, image recognition, an 94 Claude Code, Codex, OpenCode 4 973 tok
heliohq/ship helio.im An agentic development harness for Claude Code, Codex & Cursor: gated pipeline from spec t 94 Claude Code, Codex, OpenCode 1 1,117 tok
playbooks-ai/playbooks runplaybooks.ai ▶📚 Playbooks is a semantic programming system for AI agents 94 Claude Code 1 2,640 tok
RLabs-Inc/memory Memory server for llms that can be easily integrated to any client. 94 Claude Code 1 1,848 tok
IlyaGusev/academia_mcp smithery.ai Academia MCP server: Tools for automatic scientific research 94 Claude Code 1 2,701 tok
selfagency/opilot opilot.self.agency 🦙 Opilot: Ollama for GitHub Copilot VS Code Extension – Run Ollama models locally and in 94 Codex, GitHub Copilot, OpenCode 3 5,289 tok
diillson/chatcli chatcli.edilsonfreitas.com ChatCLI is a command-line application that utilizes LLMs—such as those from Anthropic, Ope 94 Claude Code, Codex 66 —
zhiweio/resume-as-code Stop copy-pasting resumes. Maintain a single YAML timeline of your career, and let AI agen 94 Codex, GitHub Copilot, OpenCode 2 1,218 tok
tensorcircuit/tensorcircuit-ng tensorcircuit-ng.readthedocs.io Next-gen AI-native tensor-network-based quantum software framework 94 Claude Code, Codex, OpenCode 12 1,490 tok
mxyhi/token_proxy Local AI API gateway for OpenAI / Gemini / Anthropic. Runs on your machine, keeps tokens c 94 Claude Code, Codex, OpenCode 3 242 tok
wquguru/skills wquguru.github.io Practical Agent Skills — English-for-engineers coaching, Pi Agent setup, and more. Install 94 Claude Code, Codex, OpenCode 2 1,450 tok
geek-fun/serverlessinsight serverlessinsight.com ⚡ ServerlessInsight: full-lifecycle serverless IaC for Alibaba Cloud, Tencent Cloud and Vo 94 Codex, OpenCode 1 6,022 tok
sorryhumans/clawdmeter-plus A round AMOLED desk display for your live Claude Code usage, weather, background-agent hea 94 Claude Code 1 4,837 tok
jochne/linuxdo-awesome-skills linuxdo-awesome-skills.tencents.ltd A skills directory published by Linux.do community users. Organized by capabilities, prere 94 Claude Code 1 5,794 tok
bgreenwell/dotagents A proposed convention for the .agents/ directory to prevent context bloat and improve agen 94 Claude Code, Codex, OpenCode 2 185 tok
Blakeem/Navidrome-MCP Analyze listening patterns, build playlists, find missing albums, discover similar artists 94 Claude Code 1 3,547 tok
pjwang2022/Monstrare Monstrare — a gate-based workflow layer for AI coding agents. Every non-trivial change is 94 Claude Code, Codex, OpenCode 15 1,227 tok
AIBiz-Automatyzacje/claude-code-starter 94 Claude Code 46 —
miskibin/warbell miskibin.github.io Action-RPG: a Bevy 0.19 / Rust game — town-building, night sieges, upgrades, bloodline su 94 Claude Code, Codex, OpenCode 8 16,107 tok
ominou5/funnel-architect-plugin skool.com Turn Claude into a full-stack sales funnel architect. Build high-converting funnels with o 94 Claude Code 1 677 tok
kirilxd/swe-interview-coach Turn Claude Code into your SWE interview coach — behavioral, system design & coding traini 94 Claude Code 1 2,874 tok
Firstp1ck/pi-coding-agent-forge Extensions, skills, prompts, themes, and developer tools for the Pi coding agent. 94 Codex, OpenCode 1 2,479 tok
MikkoParkkola/trvl mikkoparkkola.github.io Travel MCP server + CLI for AI assistants — flights, hotels, trains, cars, ferries, price 94 Claude Code, Codex, OpenCode 3 13,402 tok
arthjean/paneflow paneflow.dev Native terminal multiplexer for coding agents. Persistent sessions, Git worktrees, diffs, 94 Claude Code, Codex, OpenCode 3 4,478 tok
dreamrec/LivePilot Talk to Ableton Live 12 through your AI client. Build, edit, listen, compare, and learn fr 94 Claude Code, Codex, OpenCode 2 11,400 tok
dave-hillier/refactor-mcp dave-hillier.github.io 94 Claude Code, Codex, OpenCode 2 1,913 tok
sysevol-ai/CodeNib codenib.ai Find source context and trace calls across languages in Claude Code, Codex and other MCP a 94 Claude Code, Codex, OpenCode 2 5,077 tok
luffysolution-svg/obsidian-vault-mcp luffysolution-svg.github.io obsidian-vault-mcp 94 Claude Code, Codex, OpenCode 2 780 tok
hollobit/assembly-api-mcp MCP for National Assembly APIs | 100% access to 276 National Assembly APIs and 8 National 94 Claude Code 7 692 tok
MCKRUZ/ComfyUI-Expert Session-scoped Claude Code agent for ComfyUI video production — 12 specialized skills for 94 Claude Code 1 1,928 tok
john-broadway/proximo john-broadway.github.io The governed client for Proxmox (PVE, PBS, PMG, PDM): plans, keeps the receipts, puts thin 94 Codex, OpenCode 1 1,427 tok
bashebr/ai-native-sdlc Reusable Codex + Claude Code skill and plugin implementing Anthropic's AI-Native SDLC: Pla 94 Codex, OpenCode 1 385 tok