How real projects configure their agents

32,552 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 agents8,564Claude Code6,906Git and workflow3,633Data and AI3,578Backend and APIs3,558Languages3,494Planning3,322Code review2,906Testing2,695DevOps and cloud2,496Writing and docs2,489Memory and context2,375Research2,320Frontend2,312Security2,181Project management1,980

All Claude Code32,552 Codex24,920 OpenCode23,840 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,771 Windsurf202 Kiro117

Project Stars Configures Files Always loaded
2389-research/review-squad 2389.ai Dispatch panels of specialized subagents to review projects — expert audits, first-impress 13 Claude Code 1 644 tok
zircote/human-voice Detect and eliminate AI writing patterns in your content. This Claude Code plugin performs 13 Claude Code, GitHub Copilot 3 1,793 tok
mrthames/lean-pm-skills mrthames.github.io Lean, AI-native product management skills for Claude Code — compress the mechanical PM wor 13 Claude Code 1 4,173 tok
cdeust/ai-prd-generator AI-powered PRD generator with multi-LLM verification. Plugin for Claude Code & Cowork. 13 Claude Code 1 685 tok
technicalpickles/pickled-claude-plugins Personal collection of Claude Code skills for development workflows 13 Claude Code 2 2,633 tok
JackBhanded/claude-meter Windows taskbar widget for live Claude usage tracking. Per-model breakdown, reset countdow 13 Claude Code 1 651 tok
airtaxi/LidGuard nuget.org Keep the agent awake, even when the lid closes. 13 Claude Code, Codex, GitHub Copilot, OpenCode 12 653 tok
henkisdabro/cloudflare-workers-react-boilerplate henkisdabro.github.io Template for sites that do things, not just show them: a React app and its API on one Clou 13 Claude Code, Codex, OpenCode 3 757 tok
tincopper/neeko A cross-platform desktop multi-project agent manager for the AI coding era, with integrate 13 Claude Code, Codex, OpenCode 36 5,239 tok
himanshudongre/opendeck An open-source digital micropad for agentic work — turn your phone or tablet into a physic 13 Claude Code 1 806 tok
muhammadhaseebiqbal-dev/claude-code-leak-source-code 🚨 The leaked source code of Anthropic's Claude Code. Explore 512k+ lines of TypeScript re 13 Claude Code, GitHub Copilot 2 1,106 tok
codedev-david/termpolis termpolis.com AI terminal tool supporting multiple AI Terminals, multiple agents and an internal memory 13 Claude Code 1 —
CodeFormers-it/ksefnik KSeF SDK for TypeScript/Node.js — invoice reconciliation with bank statements (MT940, mBan 13 Claude Code 1 796 tok
rlespinasse/agent-skills A collection of Agent Skills for AI coding assistants (Claude, Cursor, Copilot). Following 13 Claude Code 1 1,235 tok
Calhooon/bsv-wallet-cli Self-hosted BSV wallet and BRC-100 server in a single Rust binary — non-custodial, CLI-fir 13 Claude Code 1 3,271 tok
LBurny/symkit-mcp It is an MCP server that lets AI agents perform step-by-step symbolic derivations: calcula 13 Claude Code, Codex, GitHub Copilot, OpenCode 4 3,916 tok
axiomantic/spellbook axiomantic.github.io Multi-platform AI assistant skills and workflows. Serious engineering. Also fun. 13 Claude Code, Codex, Gemini CLI, OpenCode 5 7,668 tok
asyrjasalo/dynamic-mcp pypi.org MCP proxy server that reduces LLM context overhead with on-demand tool loading from multip 13 Claude Code, Codex, OpenCode 3 783 tok
LindaHaviv/second-brain Build a second brain every AI can share: your content in Oracle AI Database 26ai — semanti 13 Claude Code, Codex, OpenCode 4 1,961 tok
m18h/kanea m18h.github.io Container orchestration in one binary - containerd, its own eBPF datapath, Let's Encrypt T 13 Claude Code, Codex, OpenCode 2 4,826 tok
ttpears/gitlab-mcp npmjs.com Community GitLab MCP Server — works with any GitLab tier (Free/Premium/Ultimate), no Duo r 13 Claude Code, Cursor 2 470 tok
mverab/claude-beyond-code verabadias.gumroad.com Make Claude Code your everything AI agent with customized agent features and subagents 13 Claude Code 20 —
businesslens/pdd businesslens.io Product-Driven Development for coding agents 13 Claude Code, Codex, OpenCode 6 5,054 tok
openshift-online/agent-control-plane openshift-online.github.io Agent control plane for managed OpenShift services 13 Claude Code, Codex, OpenCode 10 2,581 tok
ShaerWare/AI_Secretary_System shaerware.github.io 📞 Local AI secretary, technical support, and sales manager with voice cloning via XTTS v2 13 Claude Code 1 5,218 tok
philipp-lm/ViableOS viableos.dev Organize your AI agent teams with the Viable System Model. The missing organizational laye 13 Claude Code 1 1,027 tok
ashtanko/compose-android-template 📱 A simple GitHub template to quickly set up an Android project using Kotlin and Jetpack 13 Claude Code, Codex, OpenCode 2 833 tok
YankielDBC2/codex-skills-library 13 Claude Code, Codex, OpenCode 27 1,368 tok
mirasoth/soothe mirasoth.github.io 🛀 Soothe - An autonomous expert system engineered to orchestrate complex workflows and ex 13 Claude Code, Codex, OpenCode 2 913 tok
jrjsmrtn/tlx A Spark DSL for writing TLA+/PlusCal specifications in Elixir 13 Claude Code, Codex, OpenCode 3 3,423 tok
mathruffian-dot/taigi-teaching-agent Taiwanese-language teaching materials AI Agent: automatically generates Taiwanese lesson p 13 Claude Code, Codex, OpenCode 2 5,606 tok
ActiveInferenceInstitute/courses Open curriculum for Active Inference education, K-12 through PhD, with 14 level-adapted co 13 Claude Code, Codex, OpenCode 3 2,966 tok
strelov1/spec-driven-tdd Multi-harness skill-pack fusing OpenSpec planning with Superpowers TDD/simplify/review int 13 Claude Code, Codex, Gemini CLI, OpenCode 3 363 tok
thelocalhoststudio/patrika A notebook-inspired personal publishing theme built with Astro 13 Claude Code, Codex, OpenCode 2 1,519 tok
forketyfork/walkthrough-plugin 13 Claude Code, Codex, OpenCode 2 1,629 tok
tig/silico Silico makes building maintainable firmware for embedded devices simple using AI. 13 Claude Code, Codex, OpenCode 2 23,252 tok
82deutschmark/arc-explainer arc.markbarney.net ARC-AGI Prize Explainer (Includes ARC-AGI-3!) 13 Claude Code, Codex, OpenCode 11 12,635 tok
wusaki0723/memory-template Portable GitHub memory vault template for Claude and AI assistants 13 Claude Code 8 558 tok
adamfaik/claude-code-pm-starter A ready-to-use Claude Code workspace for product managers: folders, context templates, and 13 Claude Code 1 166 tok
pwittchen/aictl aictl.app 🤖 Native AI agent for your terminal and macOS desktop. Run cloud and local models thr 13 Claude Code 1 9,920 tok
ao92265/claude-code-playbook Battle-tested Claude Code best practices, skills, hooks and configuration templates 13 Claude Code 1 133 tok
Treasoni/kaoyan An intelligent graduate entrance exam study system built with Claude Code, integrating the 13 Claude Code, Codex, OpenCode 2 6,532 tok
maxmilian/markout A modern, native macOS Markdown editor for Apple Silicon — the spiritual successor to MacD 13 Claude Code 1 1,401 tok
LuisFelipeMoro/Harness-devkit Harness Devkit for agentic development 13 Claude Code, Codex, OpenCode 2 802 tok
ryanbenson/wuthering-waves-optimizer wutheringtools.com Optimizer for your resonators and weapons and echoes 13 Claude Code 7 1,788 tok
tradermonty/claude-trading-agent Sample AI agent built on Claude Managed Agents — Streamlit chat UI with 10 trading analysi 13 Claude Code 2 1,024 tok
skills-il/developer-tools AI agent development utilities with Israeli adaptations 13 Claude Code 1 451 tok
skills-il/accounting AI agent skills for Israeli accounting, bookkeeping, and financial management 13 Claude Code 1 460 tok
KimPlaybit/Starcraft-2-Editor-Skills A plug-and-play Copilot skillset for SC2 map makers — specialized agents covering Galaxy s 13 Claude Code 32 —
YawLabs/caddy-mcp yaw.sh Caddy admin API MCP server, complete coverage of config, routes, reverse proxies, TLS, PKI 13 Claude Code 1 2,435 tok