How real projects configure their agents

2,016 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
prantikmedhi/auto-skill-finder prantikmedhi.github.io Universal AI skill router — auto-detects best installed skill per prompt + activates cavem 4 Claude Code, Codex, Gemini CLI, OpenCode 3 1,053 tok
infotradescout/Selective-Intelligence infotradescout.github.io Selective Intelligence turns minimal intent into grounded, token-efficient AI work: resear 4 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 999 tok
daniel8824-del/claude-wiki-verbs 9-verb knowledge engine for Obsidian vaults — Karpathy LLM Wiki pattern. Works with Claude 4 Claude Code, Codex, Gemini CLI, OpenCode 3 1,069 tok
megaacheyounes/ohos-mcp-unofficial This is an unofficial MCP server providing documentation search for OpenHarmony/HarmonyOS 4 Codex, Gemini CLI, OpenCode 2 890 tok
alisoroushmd/zotero-mcp MCP server for Zotero — search, add papers, write Word docs with live citations 4 Codex, Gemini CLI, OpenCode 2 5,357 tok
thekie/read-no-evil-mcp A secure email gateway MCP server that protects AI agents from prompt injection attacks hi 4 Claude Code, Codex, Gemini CLI, OpenCode 3 1,233 tok
minds-ai-co/minds-mcp getminds.ai Docs for the Minds MCP server: run AI market research with synthetic customer panels from 4 Claude Code, Codex, Gemini CLI, OpenCode 3 312 tok
Skyrxin/sast-mcp-server 4 Claude Code, Gemini CLI 2 3,768 tok
Banyango/scalpel Writing code might be dead. Understanding it is not. - An AI skill for surgical planning 4 Claude Code, Codex, Gemini CLI, OpenCode 3 306 tok
trugurpala/pinescriptv6 Source-traceable Pine Script v6 guidance and structured examples for AI coding agents, wit 4 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 8 19,732 tok
ali-demirbas/claude-lifecycle ali-demirbas.github.io Lifecycle marketing & CRM engine for Claude Code — scores your data first, then generates 4 Claude Code, Gemini CLI 5 1,955 tok
gyozalab/focustodo-mcp MCP Server for Focus To-Do (Focus List) — Control your Pomodoro timer & tasks via AI 4 Claude Code, Codex, Gemini CLI, OpenCode 3 245 tok
xsourabhsharma/ai-security-audit-pro Universal security-audit plugin and CLI engine for AI agents with OWASP-mapped reports for 4 Claude Code, Codex, Gemini CLI, OpenCode 3 753 tok
criger/Agentic-Ground-Rules Model-agnostic AGENTS.md templates and project instructions for AI coding agents such as C 4 Claude Code, Codex, Gemini CLI, OpenCode 3 442 tok
Eklavya-San/CTQ-extraction eklavya-san.github.io AI agent skill for extracting Critical-To-Quality (CTQ) parameters, GD&T feature control f 4 Claude Code, Cursor, Gemini CLI 3 231 tok
NetApp/gcnv-mcp-server MCP server for provisioning and managing NAS and iSCSI volumes using Google Cloud NetApp V 4 Claude Code, Codex, Gemini CLI, OpenCode 3 24,341 tok
mithunyc/obsidian-agent-memory A production-grade memory system for AI coding agents. Context Capsules, Tiered Retrieval, 4 Claude Code, Codex, Gemini CLI, OpenCode 3 496 tok
xilu0/awesome-claude-code claude-code-academy-gamma.vercel.app A repo that collects awsome learning materials/tools for Calude Code developers, aiming at 4 Claude Code, Gemini CLI 3 1,125 tok
AgiFlow/ai-plugin Agiflow's plugin for Codex, Claude Code, Antigravity, Cursor 4 Gemini CLI 1 25 tok
Doucs91/hivelore Policy enforcement layer for AI coding agents — briefing gates, team memory, Git/CI checks 4 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 6 9,531 tok
DespotB/handelsregister-cli Search the German commercial register (Handelsregister) and download all registry document 4 Claude Code, Codex, Gemini CLI, OpenCode 3 1,057 tok
aivsomkar/advisor-strategy-skill Advisor Strategy skill for AI coding agents, spawns a stronger model as strategic advisor 4 Claude Code, Codex, Gemini CLI, OpenCode 3 2,237 tok
adammatthewsteinberger/clippy-pet adammatthewsteinberger.github.io Unofficial animated paperclip pet for the ChatGPT desktop app & Codex CLI. 9 animations, 1 4 Claude Code, Codex, Gemini CLI, OpenCode 5 2,619 tok
miracleweasel/katto-mcp katto.tech Katto's official MCP server for AI video clipping — turn long videos & podcasts into score 4 Gemini CLI 1 423 tok
hermoso-ai/hermoso hermoso.ai MCP server and CLI for Hermoso, the AI marketing agent and AI ad generator. Research winni 4 Gemini CLI 1 554 tok
qut-dmrc/buttermilk 4 Claude Code, Codex, Gemini CLI, OpenCode 9 75 tok
panoptes/panoptes-utils panoptes.github.io A set of Astronomical utility functions. PANOPTES style. :hammer_and_wrench: :telescope: : 4 Codex, GitHub Copilot, Gemini CLI, OpenCode 3 8,008 tok
1r0nw1ll/quantum-arithmetic-research Quantum Arithmetic (QA) System: Novel modular arithmetic framework for signal processing, 4 Claude Code, Codex, Gemini CLI, OpenCode 9 5,478 tok
thraxil/cask content addressed storage cluster with REST interface 4 Gemini CLI 1 235 tok
danstis/ado-asana-sync WIP: A tool to sync tasks from Azure DevOps -> Asana 4 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 9,518 tok
arsenyspb/comet-boundary hashicorp.com React Single Page Application (SPA) web client for Hashicorp Boundary 3 Claude Code, Codex, Gemini CLI, OpenCode 3 1,170 tok
Baughn/machine-config-template NixOS machine config template, preconfigured for AI assistance 3 Claude Code, Codex, Gemini CLI, OpenCode 5 1,484 tok
ShiftinBits/constellation-mcp docs.constellationdev.io Code Intelligence Platform for AI Coding Assistants 3 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 3,330 tok
EvanL1/AetherEdge aetheriot.ai Deterministic edge runtime for agent-configured physical spaces — Kernel, CLI, and SDK for 3 Claude Code, Codex, Gemini CLI, OpenCode 3 2,004 tok
pipik-roman/rowlite Rowlite is an open-source, non-SQL, lightweight CLI tool and MCP server to work with markd 3 Codex, Gemini CLI, OpenCode 2 241 tok
Kin9Zeus/senior-engineer-skills Turn Claude Code into a senior engineering organization — 20 skills for audits, secure bui 3 Claude Code, Codex, Gemini CLI, OpenCode 3 1,692 tok
Spe1977/cli-collaboration Handoff-first protocol for coordinating Codex, Claude Code, Gemini/Antigravity CLI & Grok 3 Claude Code, Gemini CLI 2 1,550 tok
SunnyKTuladhar/lateralus 🌀The Lateral Thinking skill, for when you need to turn you coding agent to brainstorm, s 3 Claude Code, Codex, Gemini CLI, OpenCode 3 1,823 tok
momentmaker/kaijutsu kaijutsu.dev Write your dev workflow once. Run it on any LLM. Open agent skills + multi-model swarm + a 3 Claude Code, Codex, Gemini CLI, OpenCode 3 2,892 tok
fmind/agent-levers fmind.github.io Levers for AI coding agents (Claude Code, Gemini CLI, GitHub Copilot, OpenCode) — multiply 3 Claude Code, Codex, Gemini CLI, OpenCode 3 640 tok
ArtemioPadilla/agent-triforce PM + Dev + QA agents engineered for structure, security, and short context windows. 3 Claude Code, Gemini CLI 2 3,802 tok
kbatsu/chrysippus kbatsu.github.io 🎭 hark / ahoy / fr no cap / mans still — Claude Code plugin that makes thy AI agent speak 3 Claude Code, Codex, Gemini CLI, OpenCode 3 32,851 tok
Heretyc/subagent-mcp npmjs.com subagent-mcp is an MCP stdio server that turns an AI coding assistant (Claude Code, Codex, 3 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 7,922 tok
gg-mo/repo-hygiene Hygiene skills for Claude Code, Codex, Cursor, OpenCode, Gemini, and Copilot — orient, doc 3 Claude Code, Codex, Gemini CLI, OpenCode 3 729 tok
stdin/buy-vs-build Stop AI coding agents from adding dependency and build ownership without a decision note. 3 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 2,240 tok
apervashov/typescript-learning-assistant apervashov.github.io Learn TypeScript with Handbook-aligned exercises, a local progress tracker, and AI mentor 3 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 2,660 tok
godstale/IDE-Adapter hellollama.net IDEA (Integrated Development Environment Adapter) is a VS Code extension that exposes IDE 3 Claude Code, Gemini CLI 2 2,091 tok
ThirdKeyAI/symbi-gemini-cli symbiont.dev Use Symbiont's zero-trust governance with Gemini CLI 3 Gemini CLI 1 1,005 tok
SI-GMT/SecondBrain Mémoire persistante inter-sessions pour CLI LLM (Claude Code, Gemini CLI, Codex, Mistral V 3 Claude Code, Codex, Gemini CLI, OpenCode 3 7,244 tok
poddubnyoleg/herd Herd your agents. A browser-based multiplexer for Claude Code, Codex, Gemini CLI, and p 3 Claude Code, Codex, Gemini CLI 3 10,479 tok