How real projects configure their agents

23,702 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
Patrick-code-Bot/nautilus_AItrader AI-powered cryptocurrency trading bot using DeepSeek and NautilusTrader 66 Claude Code, Codex, OpenCode 2 687 tok
agentarea/agentarea agentarea.ai Cloud-native AI Agents orchestration platform for zero-human organizations 66 Claude Code, Codex, OpenCode 7 1,346 tok
tmustier/pine-of-glass Small observability and context management extensions for the Pi coding agent 66 Codex, OpenCode 1 1,128 tok
MF-Dust/Nori.Desktop nori.mom When the next journey begins, we will naturally meet. 66 Claude Code, Codex, OpenCode 4 5,206 tok
5uck1ess/cicero Self-hosted voice for coding agents. Talk from any browser or a Telegram call, interrupt m 66 Claude Code, Codex, OpenCode 2 945 tok
NickCrew/Claude-Cortex cortex.atlascrew.dev Claude Cortex 66 Claude Code, Codex, OpenCode 2 1,673 tok
tmustier/codex-computer-use-mcp Background-safe MCP server for the signed Codex Computer Use broker on macOS. Works with a 66 Codex, OpenCode 1 415 tok
shkyyy18/mi_fitness_data_bridge shkyyy18.github.io A local-first Xiaomi fitness and health data bridge: export your own Mi Home data to SQLit 66 Codex, OpenCode 1 1,028 tok
dataiku/dataiku-headless 66 Claude Code, Codex, OpenCode 2 1,607 tok
vouchdev/vouch vouchai.dev A git-native, review-gated knowledge base for AI agents: they propose writes, you approve 65 Claude Code, Codex, OpenCode 3 5,107 tok
Oscaner/skills oscaner.github.io A cdd-first methodology repo — continuously-discovered development as the core discipline, 65 Claude Code, Codex, OpenCode 2 2,566 tok
kuraydev/react-native-typescript-library-starter 🚀 Production-ready starter for React Native TypeScript libraries — dual CJS/ESM output, s 65 Codex, OpenCode 1 1,719 tok
atman-33/kiro-for-codex marketplace.visualstudio.com VS Code extension for spec-driven development with Codex CLI. Manage specs, steering docs, 65 Codex, OpenCode 1 737 tok
Kastalien-Research/thoughtbox thoughtbox.kastalienresearch.ai Thoughtbox is an intention ledger for agents. Evaluate AI's decisions against its decision 65 Claude Code, Codex, OpenCode 5 4,519 tok
archcore-ai/cli Archived: Archcore moved to github.com/archcore-ai/archcore (CLI under cli/) 65 Claude Code, Codex, OpenCode 7 6,949 tok
NomaDamas/girlfriend-in-cli An AI girlfriend or boyfriend that lives inside your terminal. Real personas, real convers 65 Claude Code, Codex, OpenCode 31 265 tok
heleninsights-dot/phd-deepread-workflow A professinal CLI workflow for PhD students to extract, analyze, and visualize academic pa 65 Claude Code, Codex, OpenCode 2 2,974 tok
cofy-x/axern axern.cofy-x.space Self-hosted execution platform for AI agents, powered by gVisor. 65 Codex, OpenCode 1 494 tok
papadanku/CShade papadanku.github.io Motion graphics shaders for ReShade. 65 Codex, OpenCode 1 375 tok
MoonProxyHQ/moonproxy-desktop moonproxy.app MoonProxy Desktop - Cross-platform FRP desktop client (frpc GUI) for macOS and Windows. NA 65 Claude Code, Codex, OpenCode 2 3,886 tok
cliftonc/drizzle-cube try.drizzle-cube.dev An embeddable multi-dimensional semantic layer and self-service analytics module (built on 65 Claude Code, Codex, OpenCode 6 2,200 tok
fastagent-sh/fastagent fastagent.sh Vibe first. Then FastAgent — turn a local agent directory into a live service: in your app 65 Codex, OpenCode 1 11,467 tok
yoloshii/gigaxity-deep-research Open-source deep research MCP. Qwen3-30B-A3B-Thinking via OpenRouter, cited web synthesis 65 Claude Code, Codex, OpenCode 2 20,876 tok
RohanAnandPandit/trading212-mcp-server docs.trading212.com The Trading212 MCP server is a Model Context Protocol server implementation that provides 65 Codex, OpenCode 2 260 tok
kesteva/cyboflow 65 Claude Code, Codex, OpenCode 4 446 tok
arcasilesgroup/ai-engineering ai-engineering.arcasiles.com Developer-centered AI engineering: build software with security, quality and governance. O 65 Codex, OpenCode 1 1,105 tok
evgenyvinnik/llm-driven-system-design Collection of the system designs driven by LLMs 65 Claude Code, Codex, OpenCode 2 15,493 tok
hqhq1025/clipaste Screenshot clipboard paste fix for Claude Code, Codex & Cursor — works on macOS, SSH remot 65 Claude Code, Codex, OpenCode 2 4,301 tok
ruaan-deysel/unraid-management-agent Go-based Unraid plugin monitor and control your Unraid system via REST API, WebSocket, MCP 65 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 20 10,246 tok
SpringCare/VERA-MH VERA-MH official repository 65 Claude Code, Codex, OpenCode 15 4,445 tok
tam159/next-role next-role.dev 🚀 Level up your career with GenAI. 📄 Tailor your CV to any JD, 🔍 automate company resea 65 Claude Code, Codex, OpenCode 13 2,520 tok
cgallic/kai-cmo-harness talktogina.ai Open-source marketing harness for Claude Code and Codex: skills for SEO, content, email, a 65 Claude Code, Codex, OpenCode 2 6,539 tok
BetterThanTomorrow/calva-backseat-driver marketplace.visualstudio.com VS Code AI Agent Interactive Programming. Tools for CoPIlot and other assistants. Can also 65 Claude Code, Codex, GitHub Copilot, OpenCode 7 5,723 tok
joelhooks/joelclaw joelclaw.com Personal AI operating system — blog, architecture decisions, and the journey from zero to 65 Claude Code, Codex, OpenCode 3 1,051 tok
lirantal/agent-rules Rules and instructions for agentic coding tools like Cursor, Claude CLI, Gemini CLI, Qodo, 65 Codex, GitHub Copilot, Gemini CLI, OpenCode 8 8,139 tok
destinyfrancis/openclaw-knowledge-distiller Open CLAW Knowledge Distiller · Lobster Knowledge Distiller — Turn YouTube/Bilibili videos 65 Codex, OpenCode 1 1,603 tok
haidrrrry/compose-kotlin-agent-skills Jetpack Compose & Kotlin AI agent skills for Cursor, Claude Code, Codex, Gemini & 27+ agen 65 Codex, OpenCode 1 1,747 tok
ai-swiss/base a-i.swiss BASE is an open framework and proposed standard for shaping AI through conversation—turnin 65 Claude Code, Codex, OpenCode 38 3,449 tok
myrialabs/clopen clopen.myrialabs.dev All-in-one workspace for AI coding agents 65 Claude Code, Codex, OpenCode 2 1,469 tok
JonasBaeumer/herdr-file-annotator A plugin for herdr to maximize agentic development without losing touch with the actual co 65 Codex, OpenCode 1 110 tok
sandraschi/blender-mcp Headless Blender automation via FastMCP — 41 portmanteau tools (150+ ops). Batch mesh/VSE/ 65 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 8 971 tok
borq168/radar-forge borq168.github.io 65 Claude Code, Codex, OpenCode 2 3,421 tok
RedberryProducts/synapse redberry.international Synapse for Laravel is a development dashboard that lets you chat with, test, and debug La 65 Claude Code, Codex, OpenCode 3 5,309 tok
jetyu/Snaptium snaptium.com A modern markdown AI note-taking application 64 Claude Code, Codex, Gemini CLI, OpenCode 3 1,567 tok
trueLoving/Pixuli pixuli-web.vercel.app 🖼️ Pixuli - AI-based image analysis, automatic tag generation, and batch processing. 64 Codex, Cursor, OpenCode 3 538 tok
crisandrews/ClawCode Persistent agents for Claude Code as a plugin, not a harness. Memory, personality, messagi 64 Claude Code, Codex, OpenCode 1 2,234 tok
KiryuuLight/zellij-attention Zellij plugin that adds notification icons to tab names when panes need attention. Designe 64 Claude Code, Codex, OpenCode 2 615 tok
lanegrid/agtrace See What Your AI Agent Is Actually Doing 64 Claude Code, Codex, OpenCode 6 1,348 tok
Tools2U/AI-Website-Audit-CLI Open-source AI-powered website audit CLI using the OpenAI API for SEO, UX, accessibility, 64 Codex, OpenCode 1 298 tok
koriym/xdebug-mcp packagist.org Enable AI to debug PHP with Xdebug 64 Claude Code, Codex, OpenCode 2 9,733 tok