How real projects configure their agents

24,785 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
hffmnnj/goopspec A spec-driven development platform for OpenCode that guides teams through a structured 5‑p 52 Codex, OpenCode 1 6,631 tok
sorafujitani/ccsession pick any past Claude Code session via fzf, then resume it from the right cwd 52 Claude Code, Codex 2 —
Jyx0208/claude-science-api-bridge A local macOS proxy and installer that connects Claude Science to third-party APIs such as 52 Codex, OpenCode 1 1,090 tok
WW-AI-Lab/any2markdown A high-performance document conversion server supporting both the Model Context Protocol ( 52 Codex, OpenCode 1 829 tok
pipefy/ai-toolkit MCP server, CLI, and agent skills for Pipefy. 52 Codex, OpenCode 1 3,353 tok
tothalex/drift tothalex.github.io Review your working changes like a pull request — in the terminal. Block-scoped live diffs 52 Claude Code, Codex, OpenCode 2 1,550 tok
nkswalih/kraivor Kraivor is an AI-powered system that analyzes real-world codebases and simulates how they 52 Codex, OpenCode 1 300 tok
minghinmatthewlam/computer-use-mcp Open, agent-agnostic MCP server exposing macOS computer use to any MCP client (Claude Code 52 Codex, OpenCode 1 978 tok
WYRE-AI/msp-claude-plugins mcp.wyre.ai The community-driven Claude Code plugin marketplace for MSPs — 70+ plugins across PSA, RMM 52 Codex, OpenCode 1 1,066 tok
neuromechanist/research-skills neuromechanist.github.io A skill marketplace for academic research: from project management to literature review, m 52 Claude Code, Codex, OpenCode 2 3,891 tok
darkroomengineering/cc-settings Claude Code configuration — agents, skills, hooks & settings for Darkroom Engineering 52 Claude Code, Codex, OpenCode 3 3,616 tok
cloud-ru-tech/mcp-server-mattermost mcp-server-mattermost.readthedocs.io MCP server for Mattermost — let Claude, Cursor, and other AI assistants work with channels 52 Claude Code, Codex, OpenCode 2 2,480 tok
dhicoc/wuyun-liuqi-skills Five Movements and Six Qi Skills Router — AI auto-routing + deterministic calculation engi 52 Claude Code, Codex, OpenCode 3 1,562 tok
trunghaiy/appshot Generate App Store & Google Play preview videos and screenshots from a simple TypeScript c 52 Claude Code, Codex, OpenCode 2 1,250 tok
brandhaug/b2b-saas-starter b2b-saas-starter-web.brandhaug.workers.dev Cloudflare-first B2B SaaS monorepo starter. TanStack Start, Effect v4, Drizzle on D1, Bett 52 Claude Code, Codex, OpenCode 2 1,434 tok
Patrick-Healy/tikz-diagrams-skill 52 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 589 tok
yokingma/weclaws Self-hosted multi-user WeChat AI agent console supporting web management, Docker deploymen 52 Claude Code, Codex, OpenCode 3 769 tok
ahundt/ai-session-search Ultra-fast rust-powered AI agent session search and analysis. Search millions of messages 52 Claude Code, Codex, OpenCode 3 1,768 tok
netresearch/security-audit-skill Agent Skill for PHP security audits - OWASP patterns, vulnerability detection | Claude Cod 52 Codex, OpenCode 1 676 tok
sandraschi/windows-computer-use-mcp Windows Computer Use for AI Agents. Both a tool (22 MCP tools for click, type, screenshot, 52 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 2,470 tok
julianoczkowski/product-manager A market-driven Product Manager copilot (Agent Skills + Claude Code plugin) based on the P 52 Claude Code, Codex, OpenCode 2 2,073 tok
nozomi-koborinai/terradart terradart.dev 🎯 Type-safe IaC for Dart. 52 Claude Code, Codex, OpenCode 8 16,212 tok
theolundqvist/pr-cockpit prcockpit.com An extremely fast GitHub for pull request review: PRs open in 20 ms. Keyboard-first, macOS 52 Codex, OpenCode 1 4,418 tok
Avick3110/houseCARL Comprehensive data-layer access to your Skyrim SE load order: read any record, author patc 52 Claude Code, Codex, OpenCode 9 2,000 tok
windoze95/cantinarr cantinarr.com Media requests and server management in one app. Browse movies, shows, books, and music; m 52 Claude Code, Codex, OpenCode 2 6,815 tok
basedosdados/pipelines 🔀 Orquestrador de fluxos de captura, ingestão e tratamento de dados da BD 52 Claude Code, Codex, OpenCode 18 5,210 tok
amoslee2026/Babel AI-native Chiplet design flow based on open-source EDA toolchain 52 Codex, OpenCode 1 1,201 tok
rstrouse/nodejs-poolController-dashPanel A dashboard panel for tagyoureit/nodejs-poolController 52 Codex, GitHub Copilot, OpenCode 2 2,080 tok
nondual-agents/nondual nondual.cloud The address book for AI agents: Nondual gives all your agents one shared record for every 51 Codex, OpenCode 1 2,229 tok
augety121/MCP-State-Twin Deterministic, forkable, stateful MCP test worlds for reproducible AI agent evaluation—wit 51 Codex, OpenCode 1 148 tok
1425sd/AI-memory-project A project context template for AI coding assistants. Put these files into any project so t 51 Codex, OpenCode 1 902 tok
darraghoriordan/use-miller usemiller.dev A NestJS and NextJS app for selling software products and showing examples of how-tos 51 Codex, GitHub Copilot, OpenCode 2 1,673 tok
nemanjan00/dev-environment My docker-based dev environment 51 Claude Code, Codex, OpenCode 2 3,704 tok
clawbot7/cli-gateway Chat-channel ↔ ACP agent gateway with scheduler 51 Codex, OpenCode 1 728 tok
FredySandoval/pi-browser-template Production-grade template for Pi-powered Chrome extensions 51 Codex, OpenCode 1 1,154 tok
ZUnfurl/zunfurl Static-first Astro framework for brand sites, Sanity CMS, and read-only Shopify retail cat 51 Codex, OpenCode 1 1,296 tok
atgreen/secscan-skill Mirror of https://cave.moxielogic.com/atgreen/secscan-skill 51 Claude Code, Codex, OpenCode 4 2,158 tok
sliamh11/Deus A token-efficient open-source AI assistant that remembers, adapts, and improves — secured, 51 Claude Code, Codex, OpenCode 8 5,111 tok
bfollington/terma གཏེར་མ 51 Claude Code, Codex, OpenCode 5 1,443 tok
haoruilee/oh-my-mcode 51 Claude Code, Codex, OpenCode 2 4,165 tok
gc-victor/sxo sxoui.com SXO is a multi-runtime server-side JSX tool for Node.js, Bun, Deno, and Cloudflare Workers 51 Codex, OpenCode 1 10,202 tok
ndif-team/ndif The NDIF server, which performs deep inference and serves nnsight requests remotely 51 Claude Code, Codex, OpenCode 2 868 tok
rfabbri/minus multiview-3d-drawing.sourceforge.net Minimal problem numerical continuation solver 51 Codex, Gemini CLI, OpenCode 2 2,607 tok
SwiftedMind/monocle Swift symbol lookup CLI powered by SourceKit-LSP, tuned for coding agents 51 Codex, OpenCode 1 787 tok
tyrchen/rust-lib-template My goto template for rust projects, with pre-commit, gh action for CI and cursor rules for 51 Claude Code, Codex, OpenCode 2 10,452 tok
Unsupervisedcom/deepwork 51 Claude Code, Codex, GitHub Copilot, OpenCode 7 3,177 tok
brenbuilds1/copilot-ralph Copilot ralph is an autonomous AI agent loop that runs repeatedly until all PRD items are 51 Codex, OpenCode 1 589 tok
CarlKCarlK/device-envoy Build Pico and ESP32 applications with LED panels, easy WiFi, and composable device abstra 51 Codex, OpenCode 1 10,438 tok
shaack/reboot-cms shaack.com A flat file, Markdown CMS in PHP with blocks structure. 51 Codex, OpenCode 1 1,227 tok
simonmesmith/agent-skills A place to store and share useful agent skills 51 Codex, OpenCode 1 362 tok