How real projects configure their agents

24,815 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
zzxCoding/Flydb flydb.zzxcoding.dev A Schema versioning migration tool for JDBC databases: a zero-dependency Java 8 core, buil 11 Codex, OpenCode 1 1,778 tok
mpsuesser/effect-claudecode npmjs.com Effect v4 bindings for Claude Code's plugin primitives — hooks, skills, settings, MCP serv 11 Claude Code, Codex, OpenCode 1 2,472 tok
dzianisv/opencode-plugins Reflection/judge layer for OpenCode & Claude Code — catches premature stops, enforces work 11 Codex, OpenCode 1 1,626 tok
hjsh200219/korea-public-data-mcp A Korean public data MCP (Model Context Protocol) server. Integrates APIs from the Ministr 11 Claude Code, Codex, Cursor, OpenCode 3 3,257 tok
exiao/pm-skills Skills for the whole product R&D process: strategy, UXR, PM, design, QA, launch. For Claud 11 Codex, OpenCode 1 845 tok
sinch/skills sinch.com AI agent skills for Sinch communication APIs. Get expert guidance on getting started, best 11 Claude Code, Codex, OpenCode 2 2,630 tok
CometWorks/skills Skill library for Space Engineers plugin, mod and in-game script development. Usable with 11 Codex, GitHub Copilot, OpenCode 2 239 tok
222wcnm/BiliStalkerMCP Bilibili MCP server (Model Context Protocol) for AI agents. Access user profiles, videos, 11 Codex, OpenCode 1 882 tok
EthanQC/feishu-user-plugin ethanqc.github.io Feishu MCP server + CLI tool: lets Claude Code/Codex/scripts directly take over your Feish 11 Claude Code, Codex, OpenCode 2 6,712 tok
GabrielAmz/web-anatomy webanatomy.ai Skills for your AI agent to audit, rewrite, and build landing pages that convert. Every mo 11 Claude Code, Codex, OpenCode 2 1,657 tok
exmergo/skill-no-em-dashes A Claude Code skill that produces writing with zero em dashes, and, just as important, wri 11 Codex, GitHub Copilot, OpenCode 2 876 tok
Avierovich/openpitch avierovich.github.io Open, real-time, fully-sourced intelligence on AI startups — MCP-native, zero-cost. A free 11 Claude Code, Codex, OpenCode 3 4,511 tok
maojiebc/majia-chatcut-koubo clawhub.ai ChatCut voiceover · Practical production edition|v1.6.0 Reliable one-sentence editing and 11 Codex, OpenCode 1 640 tok
a275618631/codex-antigravity-collaboration a275618631.github.io Reference architecture and working case study for Codex × Antigravity agent-runtime collab 11 Codex, OpenCode 1 321 tok
timurgaleev/memex Self-hosted memory for your AI agents: hybrid vector + keyword + entity-graph search over 11 Claude Code, Codex, OpenCode 2 5,985 tok
davidmosiah/wellness-nourish wellness.delx.ai Local-first nutrition MCP for Claude/Cursor: USDA food search, barcode + photo, meal loggi 11 Codex, OpenCode 1 173 tok
pyranthus-hq/mora Experimental local-first memory CLI for MCP agents: read-only Gmail, calendars, iMessage, 11 Codex, OpenCode 1 842 tok
strikersam/autonomous-ai-agency autonomous-ai-agency.strikersam.workers.dev An AI-powered workforce platform that executes multi-agent tasks with automatic provider f 11 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 41 8,821 tok
osauer/canary osauer.dev Canary is a local risk desk for your brokerage account: daily brief, portfolio and market 11 Claude Code, Codex, OpenCode 5 1,000 tok
RoxyAPI/astrology-ai-chatbot roxyapi.com Astrology AI chatbot template. Western charts, Vedic kundli, tarot, numerology, BaZi and d 11 Codex, OpenCode 1 2,075 tok
yuriipalam/codex-status-bar A compact macOS menu bar companion for Codex: live status icons, elapsed timers, active an 11 Codex, OpenCode 1 862 tok
ArcadeAI/safeword arcadeai.github.io Personal AI agent guides, templates, and learnings 11 Claude Code, Codex, OpenCode 9 4,277 tok
EricAndrechek/Pacer ericandrechek.github.io Native macOS app for tracking Claude Code usage — tokens, cost, rate-limit pacing, per-pro 11 Claude Code, Codex, OpenCode 3 18,716 tok
fmschulz/omics-skills fmschulz.github.io 11 Codex, OpenCode 1 3,325 tok
apresmoi/jianglens jianglens.com Agentic Organization Research Project - Jiang Lens is an independent research and reading 11 Codex, OpenCode 1 2,332 tok
miikkij/aimeat-protocol aimeat.io The Linux of AI - an open, federated, self-hosted AI operating system. Humans, AI agents, 11 Claude Code, Codex, OpenCode 21 12,940 tok
L-X-T/ng-agentic angulararchitects.io A practical Angular workspace starter with modern best practices, AI-ready tooling, and sc 11 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 2,522 tok
aiatelie/ai-atelie Local-first, open-source alternative to Anthropic's Claude Design. MIT-licensed, BYO agent 11 Claude Code, Codex, OpenCode 2 1,453 tok
omarshahine/restaurant-cli Pluggable CLI for booking restaurant reservations — Resy today, OpenTable / Tock / SevenRo 11 Codex, GitHub Copilot, OpenCode 2 641 tok
azdigi-official/hosting_ai_skills Skill AI thao tác gói hosting cPanel (Claude Code plugin + Codex). Cài: /plugin marketplac 11 Codex, OpenCode 1 853 tok
mumez/pharo-agentic-browser A multi-agent AI coding workspace and orchestration environment for Pharo Smalltalk, featu 11 Codex, OpenCode 1 1,799 tok
zhurong2020/pyobfus zhurong2020.github.io AST-based Python obfuscator with reverse stack-trace mapping — obfuscate before shipping a 11 Claude Code, Codex, OpenCode 2 10,167 tok
nirholas/robinhood-mcp Model Context Protocol servers for the official Robinhood Crypto Trading API — the credent 11 Claude Code, Codex, OpenCode 2 523 tok
oldwinter/skills A personal collection of agent skills, including automatically triggered and manually invo 11 Claude Code, Codex, OpenCode 3 1,120 tok
venikman/fpf-memory mcp.fpf.sh Hosted MCP server + slim wiki projection of the First Principles Framework (FPF) by Anatol 11 Claude Code, Codex, OpenCode 2 3,398 tok
songofhawk/doco doco.page The document space where humans and AI agents write together — block-level API, MCP, CLI. 11 Codex, OpenCode 1 2,565 tok
Pantani/ableton-mind pantani.github.io Definitive MCP server for Ableton Live — full LOM coverage, embedded device knowledge base 11 Claude Code, Codex, OpenCode 32 4,391 tok
nirholas/3D-AR-Studio nirholas.github.io Drop a full augmented-reality studio into any web page. Place any number of 3D models in y 11 Claude Code, Codex, OpenCode 2 634 tok
iuliandita/skills iuliandita.com Task skills for coding agents, from Kubernetes to code review. Install only the ones you n 11 Claude Code, Codex, OpenCode 2 809 tok
iwe-org/dev-workspace iwe.md Memory for your coding agent — markdown project graph template: product, plans, features, 11 Claude Code, Codex, OpenCode 2 2,649 tok
JairoTorregrosa/jaiskills All my agent skills as one Claude Code plugin: agents checking agents (insistir), verifica 11 Claude Code, Codex, OpenCode 1 2,230 tok
rshade/finfocus rshade.github.io FinOps CLI for Pulumi — projected costs, actual spend tracking, budget enforcement, and co 11 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 54 27,024 tok
lidless-labs/proxmox-mcp lidless.dev Point an agent at your homelab and it can nuke a VM. proxmox-mcp gates every write before 11 Codex, OpenCode 1 1,236 tok
MasayukiTa/m365-copilot-companion-mcp Personal-use MCP server that gives Microsoft 365 Copilot real hands on your own laptop: fi 11 Codex, OpenCode 1 450 tok
elfa-ai/skills Agent skill for the Elfa AI 11 Claude Code, Codex, OpenCode 2 359 tok
Hartwich/Open-Party-Lab hartwich.github.io Open Party Lab is an open-source browser party game platform with a shared host screen, ph 11 Codex, OpenCode 1 899 tok
moda-labs/bobi-agent Event-driven AI agent framework 11 Claude Code, Codex, OpenCode 4 4,811 tok
gerardogrisolini/ZenCODE Native-Swift coding agent for the terminal and ACP. One binary, no Node runtime — customi 11 Codex, OpenCode 1 1,786 tok
duyet/oma oma.duyet.net Open Managed Agents and self-hosted Claude Tag-style agent runtime. Drop-in compatible; ru 11 Claude Code, Codex, Cursor, OpenCode 6 29,893 tok
hardy4yooz/buzz-web Standalone browser client for a Buzz Relay 11 Codex, OpenCode 1 1,492 tok