How real projects configure their agents

1,908 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 agents7,473Claude Code6,589Data and AI3,693Backend and APIs3,491Languages3,403Planning3,201Git and workflow3,131Code review2,731Memory and context2,354Testing2,335DevOps and cloud2,298Research2,288Writing and docs2,284Frontend2,242Security1,995Productivity1,703

All Claude Code32,066 Codex23,211 OpenCode21,984 GitHub Copilot3,528 Gemini CLI1,908 Cursor1,730 Windsurf104 Kiro70

Project Stars Configures Files Always loaded
jeonnoin-alt/Eureka Scientific TDD for AI coding agents: pre-registration before data, claims audit before sub 2 Gemini CLI 1 27 tok
nordicnode/skillpack crates.io Generate, verify, and maintain AI agent guidance for your OSS project — skills, plugins, a 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 3,212 tok
FluxonLab/Skillry fluxonlab.com Installable, permission-bounded, multi-platform agent skills & subagents for Claude Code, 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 6,159 tok
markskrypka/stem stem.cooking Engineering discipline for coding agents: size the work, keep every change on the record, 2 Claude Code, Codex, Gemini CLI, OpenCode 3 285 tok
GDvega/super-android-kotlin-firebase-skill A modular Agent Skills repository for Android, Kotlin, Jetpack Compose and Firebase develo 2 Codex, Gemini CLI, OpenCode 2 202 tok
trugurpala/pinescriptv6 Source-traceable Pine Script v6 guidance and structured examples for AI coding agents, wit 2 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 7 16,421 tok
SadmanYasar/arch-review-agent An ADK 2.0 multi-agent guardrail that screens pull requests for security flaws and AST vio 2 Gemini CLI 1 748 tok
is-bo/fullstack-forge-skill A production full-stack engineering skill suite for AI coding agents—covering UI, UX, secu 2 Claude Code, Codex, Gemini CLI, OpenCode 3 446 tok
YosefHayim/planpage npmjs.com TypeScript CLI and Preact render kit for turning agent plans and review gates into local H 2 Claude Code, Codex, Gemini CLI, OpenCode 3 2,308 tok
Ghosteken/agent-harness Production-grade engineering skills and specialist agent personas for AI coding assistants 2 Claude Code, Codex, Gemini CLI, OpenCode 3 4,250 tok
me-cedric/agent-compass Central agentic standards, guidelines, skills & bootstrap tooling for AI coding agents (Cl 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 7,336 tok
sivaguru-2113/Agent-persona A portable, vendor-neutral open-source persona and Agent Skills wrapper for AI coding, res 2 Gemini CLI 1
shihabshahrier/manim-coding-skill AI STEM animation skill — ManimGL for coding agents 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,024 tok
mertcanciy/news-reviewer Turn a news item into a research briefing instead of a summary: verified facts, historical 2 Codex, Gemini CLI, OpenCode 2 1,492 tok
Stephen-studying/tech-route-maker Evidence-grounded editable technical route diagrams for research and engineering projects. 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,476 tok
mirekondro/The-Pre-Flight-Check mirekondro.github.io ✈️ Stop your AI coding agent from declaring 'done' on broken code. Fail-fast quality gate: 2 Claude Code, Codex, Gemini CLI, OpenCode 3 3,486 tok
kok-o/koko-contextos-agents Convenient, ready-to-use engineering skills and best practices for your AI assistant. 2 Gemini CLI 1 454 tok
ali-demirbas/claude-lifecycle ali-demirbas.github.io Lifecycle marketing & CRM engine for Claude Code — scores your data first, then generates 2 Claude Code, Gemini CLI 5 1,955 tok
uppadhyayraj/dq-awesomeqa uppadhyayraj.github.io QA lifecycle plugin for UI, API, accessibility, and performance testing across coding agen 2 Claude Code, Codex, Gemini CLI, OpenCode 4 1,631 tok
AzureManagedRedis/mcp-amr 2 Gemini CLI 1 1,534 tok
gyozalab/focustodo-mcp MCP Server for Focus To-Do (Focus List) — Control your Pomodoro timer & tasks via AI 2 Claude Code, Codex, Gemini CLI, OpenCode 3 245 tok
danilods/matilha-skills You lead. Agents hunt. Cognitive + methodological harness for AI-assisted software — 139 s 2 Claude Code, Codex, Gemini CLI, OpenCode 3 2,563 tok
antonio-mello-ai/mcp-google MCP server for google 2 Claude Code, Codex, Gemini CLI, OpenCode 3 336 tok
cel-expr/skills cel.dev CEL Skills for authoring, testing, and debugging 2 Claude Code, Gemini CLI 2 917 tok
varienos/agentic-journal Local, observer-first activity journal for AI coding agents with MCP tools, CLI wrappers, 2 Codex, Gemini CLI, OpenCode 2 548 tok
empir3hq/empir3-bridge empir3.com Local-first MCP bridge — orchestrate the AI CLIs you already pay for (Claude, Codex, Gemin 2 Claude Code, Codex, Gemini CLI, OpenCode 3 1,818 tok
derailed-dash/browsermcp-ext A Gemini CLI extension that integrates BrowserMCP, giving your AI agent the ability to nav 2 Gemini CLI 1 176 tok
derailed-dash/aoc-utils-mcp aoc.just2good.co.uk MCP Server that provides utilities for working with Advent of Code 2 Gemini CLI 1 532 tok
bluenexus-ai/gemini-cli-extension app.bluenexus.ai Connect Gemini CLI to your BlueNexus Universal MCP: one OAuth sign-in, 200+ data sources, 2 Gemini CLI 1 285 tok
Holley-Studio/thesmos-governance holley.studio AI governance CLI, GitHub Action, VS Code extension & MCP server — 1,075 rules for Claude, 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 8 11,045 tok
Taibur-Rahaman/Agent2Wp-AI-WordPress-Agent Security engine for WordPress AI Abilities — fail-closed risk classification, permission g 2 Claude Code, Codex, Gemini CLI, OpenCode 3 714 tok
Hamzaaleem230/Phase-III-Todo-AI-Chatbot phase-iii-todo-ai-chatbot-seven.vercel.app AI-powered Todo Chatbot built with Next.js, FastAPI, OpenAI Agents SDK, MCP, PostgreSQL, a 2 Gemini CLI 1 2,321 tok
sandraschi/speech-mcp FastMCP 3.2 speech gateway: FunASR local STT, Gemini Live/TTS, Hume, ElevenLabs cloning, w 2 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 7 2,891 tok
maxencebernardhub/ai-engineering-labs lab08-frontend-maxencebernardhub.s3-website.ca-central-1.amazonaws.com Hands-on AI engineering labs: OpenAI, Anthropic, Google, local models. From a first API ca 2 Claude Code, Codex, Gemini CLI, OpenCode 5 568 tok
wesleysimplicio/simplicio-loop simpleti.com.br 🔁 Finishes your entire backlog while you sleep. The AI orchestrator that DOES the work en 2 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode 17 8,789 tok
vinicq/falsegreen-skill vinicq.github.io LLM skill that finds false-green tests across Python/TS/JS/Robot using the J1-J6 protocol 2 Claude Code, Codex, Gemini CLI, OpenCode 3 11,735 tok
lidonation/Cardano-mcp Cardano's missing MCP server. Query UTxOs, decode datums, scaffold Aiken validators, watch 2 Claude Code, Gemini CLI 2 6,766 tok
wordlift/wordlift-gemini-cli-extension wordlift.io Official Gemini CLI extension for WordLift. Manage your Knowledge Graph with natural langu 2 Gemini CLI 1 107 tok
yurymkomarov/opencode-agent-orchestration OpenCode-based multi-agent orchestration setup using ai-cli-mcp with Codex CLI, Claude Cod 2 Claude Code, Codex, Gemini CLI, OpenCode 3 628 tok
shailesh17/mcp-httpserver-proxy A transparent proxy to bridge a local Model Context Protocol (MCP) server listening over H 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 1,740 tok
SciScend/antigravity-scribe sciscend.com An Antigravity (VSCode) extension that capture agents thinking, tool calls & artifacts to 2 Claude Code, Codex, Gemini CLI, OpenCode 4 32 tok
d-o-hub/github-template-ai-agents A template repository for GitHub projects using AI agents (Claude, Copilot Chat, OpenAI Co 2 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 11 3,040 tok
squaduplabs/agent-ios squaduplabs.com Drive the iOS Simulator from the CLI for AI coding agents: accessibility snapshots with el 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,008 tok
n-shadloo/frontend-production-engineer Frontend Agent Skill that helps AI plan, build, and review production Next.js and TypeScri 2 Codex, Gemini CLI, OpenCode 2 3,863 tok
thoreinstein/extension-creator A Gemini CLI extension with the tribal knowledge to help you create your own extensions 2 Gemini CLI 1 93 tok
sergeiwallace/ai-cli-utils Unified AI session manager and automation toolkit for Claude Code and Gemini CLI — tmux se 2 Claude Code, Codex, Gemini CLI, OpenCode 4 2,071 tok
rmedranollamas/geminiusage Antigravity and Gemini CLI Token Usage Tracker 2 Gemini CLI 1 687 tok
OilpriceAPI/gemini-extension api.oilpriceapi.com Source-timestamped OilPriceAPI energy data and reviewed product facts for Gemini CLI. 2 Gemini CLI 1 697 tok
pangelini777/oh-my-gem High-fidelity port of the Oh My OpenCode (OMO) agent orchestration system to the Gemini CL 2 Gemini CLI 1 607 tok
delorenj/ssbnk delorenj.com Lightweight screenshot/gif server built for frictionless, agent-agnostic LLM consumption 2 Claude Code, Codex, Gemini CLI, OpenCode 8 1,331 tok