How real projects configure their agents

1,905 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 agents7,410Claude Code6,578Data and AI3,695Backend and APIs3,487Languages3,404Planning3,188Git and workflow3,106Code review2,712Memory and context2,351Testing2,325Research2,289DevOps and cloud2,283Writing and docs2,279Frontend2,245Security1,983Productivity1,702

All Claude Code32,024 Codex23,149 OpenCode21,923 GitHub Copilot3,513 Gemini CLI1,905 Cursor1,728 Windsurf83 Kiro58

Project Stars Configures Files Always loaded
akasecurity/ai-tc akasecurity.io Guardrails for the agent harness. Regulated data stays on your machine, and every prompt a 11 Codex, Gemini CLI, OpenCode 2 313 tok
jasonhnd/design-md-generator Generate publication-quality DESIGN.md files from any website URL. Extract computed styles 11 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 2,427 tok
bernierllc/agents-environment-config Create a common base agents config for a dev environment. 11 Claude Code, Codex, Gemini CLI, OpenCode 5 1,768 tok
victorlpgazolli/barbatos barbatos.victorlpgazolli.dev Frida API and MCP Server for AI Agents & Android Debuggers 11 Claude Code, Gemini CLI 2 1,547 tok
prime-radiant-inc/ledger-memory Ledger-backed persistent memory plugin for Claude Code 11 Gemini CLI 1 25 tok
bgrenat/godot-game-dev-studio powehi.eu Portable Godot 4.7+ game-development skills for Codex, Claude Code, Cursor, and VS Code: G 11 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 961 tok
ai-supervisor-foundry/foundry Foundry is a persistent orchestration & control-plane for agentic software development—min 11 Claude Code, GitHub Copilot, Gemini CLI 6 1,474 tok
jaybocc2/dotfiles my config files for various things. 11 Gemini CLI 1 732 tok
apoint123/QQMusic-ID-Injector A plugin for the QQ Music client that uploads the ID of the currently playing song to SMTC 11 Gemini CLI 1 767 tok
spotify/confidence-ai-plugins 10 Claude Code, Gemini CLI 2 981 tok
endorlabs/ai-plugins endorlabs.com Endor Labs Agent Kit plugins for Claude Code, Codex, Gemini CLI, Antigravity CLI, Cursor, 10 Gemini CLI 1 390 tok
rlacombe/switchback-running switchback.run Ultrarunning training companion agent powered by Intervals.icu. 10 Claude Code, Codex, Gemini CLI, OpenCode 16 14,404 tok
opsmill/infrahub-mcp docs.infrahub.app MCP server for Infrahub 10 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 7 1,500 tok
marclove/llmc AI-powered commit message generator that follows Conventional Commits specification. Simpl 10 Claude Code, Codex, Gemini CLI, OpenCode 4 2,158 tok
jamillazarev/multica-ops ai.jamillazarev.com Mops 🐶 — your Executive Advisor for Multica: builds and runs an autonomous company of AI 10 Claude Code, Codex, Gemini CLI, OpenCode 3 7,865 tok
zarubinvibe/themis Evidence-first legal workflow for Russian civil practice, with intake, drafting, review ga 10 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 11 2,159 tok
abhinav503/flutter-agentic Flutter Clean Architecture template optimised for AI coding agents — BLoC, Freezed, Dio, f 10 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 10,884 tok
ravinperera/ai-token-efficiency-playbook Drop-in instructions, prompts, and workflows to reduce token usage across Codex, Claude Co 10 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,452 tok
qwedsazxc78/devops-ai-skill npmjs.com ⚡ Cross-platform DevOps AI Skill Pack — Horus (IaC) + Zeus (GitOps) agents, ingress→Gatewa 10 Claude Code, Codex, Gemini CLI, OpenCode 31 3,092 tok
Codename-11/SubFrame SubFrame - A terminal first project management IDE for Claude Code, Codex CLI, and Gemini 10 Claude Code, Codex, Gemini CLI, OpenCode 15 9,005 tok
akasecurity/claude-tools akasecurity.io The clean slate a fresh Claude Code should start from — clean context, locked credentials, 10 Claude Code, Codex, Gemini CLI, OpenCode 3 793 tok
mattbaconz/signal SIGNAL — Agent Skills: terse structured output (tiers, templates, checkpoints), git workfl 10 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,104 tok
LeeYudok/doksam-skills Senior mobile web/app UX/UI planning skill — generates IA and PPT-style screen specificati 10 Claude Code, Codex, Gemini CLI, OpenCode 3 6,831 tok
yfge/agentskill.work agentskill.work Agent Skills / Claude Skills / 10 Claude Code, Codex, Gemini CLI, OpenCode 3 1,233 tok
lim8603/dot-cowork Reusable AI–human collaboration frameworks for project‑level context engineering. 10 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,273 tok
ai-plugin-marketplace/template A single marketplace repo that works with claude, cursor, kiro, gemini and agent skills 10 Gemini CLI 1 207 tok
goondocks-co/open-agent-kit openagentkit.app | Maintenance Mode | OAK automatically captures the plans, decisions, and trade-offs that 10 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 23 3,455 tok
mantacron/manta mantacron.github.io 20 AI agents in your git workflow. Secrets, injection flaws and unsafe migrations are bloc 10 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 7 5,337 tok
haroontrailblazer/EduOrchestrate eolearn.vercel.app Turn any AI coding agent into a daily learning command center — adaptive role plans, sourc 10 Claude Code, Codex, Gemini CLI, OpenCode 10 1,081 tok
axiomantic/spellbook axiomantic.github.io Multi-platform AI assistant skills and workflows. Serious engineering. Also fun. 10 Claude Code, Codex, Gemini CLI, OpenCode 5 7,668 tok
mjunaidca/taskforce avixato.com MultiTenant Human-Agent (claude, gemini etc.) Task Orchestration Platform. 10 Claude Code, Cursor, Gemini CLI 41 5,814 tok
DesignPipe/exfig designpipe.github.io ExFig — fast design-to-code CLI for Figma & Penpot with parallel exports, batch processing 10 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 34 2,210 tok
lsegal/aviary aviary.bot Aviary is a full AI assistant platform. Connect your AI models to Slack, Signal, Discord, 10 Claude Code, Codex, Gemini CLI, OpenCode 4 383 tok
emrecanozturk/intentflow-ios Workflow-first, AI-ready iOS architecture with typed effects, manifests, SwiftUI/UIKit exa 10 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 1,359 tok
thoreinstein/beads-workflow A high-stakes engineering workflow extension for the Gemini CLI, powered by Beads (issue t 10 Gemini CLI 1 874 tok
wouerner/cirurgia Cirurgico: Curso Engenheiro de Software com auxilio de IA 10 Gemini CLI 1 591 tok
hackyguru/clawcage clawcage.hackyguru.com Air-gapped Linux VM on your Mac for running Open Claw and other AI agents 10 Claude Code, Gemini CLI 2 7,193 tok
d-oit/rust-2026-template d-oit.github.io Best practice 2026 Rust GitHub repository template with AGENTS.md, .agents/skills/, CI/CD, 10 Claude Code, Codex, Gemini CLI, OpenCode 4 1,912 tok
5throck/ai-workspace-standards Master configuration for Vibe Coding and Harness Engineering — workspace standards for Cla 10 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 62 22,857 tok
rangerrick337/operator-os The 5-layer operating system for reliable AI busines operations 10 Claude Code, Codex, Gemini CLI, OpenCode 8 84 tok
shrwnsan/clix-dev-flow A simple Gemini CLI extension that brings AI development workflow patterns to your termina 10 Codex, Gemini CLI, OpenCode 2 2,317 tok
ForumHFR/redface2 Redface 2 — client Android moderne pour le forum Hardware.fr (Kotlin, Jetpack Compose, Mat 10 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 18 5,919 tok
strelov1/spec-driven-tdd Multi-harness skill-pack fusing OpenSpec planning with Superpowers TDD/simplify/review int 10 Claude Code, Codex, Gemini CLI, OpenCode 3 363 tok
ShayIsso/trajectory-auditor 10 Claude Code, Codex, Gemini CLI, OpenCode 23 698 tok
ashermahonin/agentic-skills 10 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,342 tok
tobert/gpal Gemini agents in an MCP server 10 Claude Code, Codex, Gemini CLI, OpenCode 4 4,011 tok
elleryfamilia/zerminal A terminal-first development environment for agentic coding 10 Claude Code, Codex, Gemini CLI, OpenCode 3 3 tok
gylove1994/superpowers-deepseek-v4 A forked version of Superpowers optimized for DeepSeek-V4-Pro. 10 Claude Code, Codex, Gemini CLI, OpenCode 3 1,743 tok
impactcrew/dont-be-a-sloperator dontbeasloperator.com Don't be a sloperator. Ten rules that stop AI from writing and behaving like naked AI. Pri 10 Claude Code, Gemini CLI 2 1,750 tok
KNI-PM-Szczecin/plan_pm 10 Claude Code, Gemini CLI 2 7,105 tok