How real projects configure their agents

22,145 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
okyashgajjar/costwise-mcp costwise-mcp.vercel.app Local MCP server that helps coding agents stop re-reading the same code every turn. Reposi 21 Codex, OpenCode 1 3,635 tok
upex-galaxy/agentic-qa-boilerplate upex-galaxy.github.io Agentic QA boilerplate built on Playwright + KATA + TypeScript. Multi-agent skills followi 21 Claude Code, Codex, OpenCode 4 19,119 tok
salam/claudine claudine.pro A kanban board for managing Claude Code conversations 21 Claude Code, Codex, OpenCode 2 726 tok
mimfort/rag_for_git AI pull-request reviewer: hybrid RAG + a code graph + Claude Code/Codex. Whole-repo contex 21 Claude Code, Codex, Gemini CLI, OpenCode 5 22,359 tok
qingyu321/Little-Claude snowshadowdoll.online An unofficial open-source desktop client for Claude Code with SDK control protocol integra 21 Claude Code, Codex, OpenCode 27 3,920 tok
f-amine/vibe-stack vibestack.salzier.com The SaaS starter where Claude writes the rest. AI-first, full-stack: Next.js 16, Better Au 21 Claude Code, Codex, OpenCode 13 2,842 tok
aashutoshrathi/toki toki.aashutosh.dev Native macOS menu bar app for managing usage, sessions and remotely controlling your AI Ag 21 Claude Code, Codex, OpenCode 2 848 tok
PaulRBerg/next-template A modern Next.js template for building production-ready web applications. 21 Claude Code, Codex, OpenCode 2 697 tok
joaquimscosta/arkhe-claude-plugins Supercharge Claude Code with 109 specialized components — 22 agents, 32 commands, 55 skill 21 Claude Code, Codex, OpenCode 7 7,747 tok
DannyMac180/openclaw-operator OpenClaw Operator gives coding agents like Codex and Claude Code the context and playbooks 21 Codex, OpenCode 1 399 tok
nsoybean/switchboard nsoybean.github.io Parallel coding agent workspace with native terminals and git worktrees. 21 Claude Code, Codex, OpenCode 10 571 tok
CE0Alex/skill-hunter Agent skill to analyze a repo and recommend a best-fit skill stack with verified sources 21 Codex, OpenCode 1 361 tok
Akabane71/dify-workflow-cli A Dify-WorkFlow-CLI tool for AI use 21 Codex, OpenCode 1 722 tok
ashaychangwani/imprint Record a browser workflow once, get a deterministic MCP tool your AI agent can call. Zero 21 Claude Code, Codex, OpenCode 12 2,494 tok
kevinlin/spec-coding-mcp An MCP server that brings AI spec-driven development workflow to any AI-powered IDE beside 21 Claude Code, Codex, OpenCode 3 872 tok
silvrblt/legal-case-research Research report on retrieving similar cases for specified case types | Comprehensive resea 21 Codex, OpenCode 1 1,908 tok
lh123aa/bwvi-design Agent-native design decision protocol. CLI + MCP Server, giving AI Agents structured desig 21 Codex, OpenCode 1 3,862 tok
TideSurf/core tidesurf.org Connect Chromium to LLM agents via token-efficient DOM compression. 50-200 tokens per page 21 Claude Code, Codex, OpenCode 2 1,167 tok
aidyou/chatspeed chatspeed.aidyou.ai An AI chat proxy with universal tool access, protocol conversion, load balancing, key isol 21 Codex, OpenCode 1 1,169 tok
acoyfellow/unsurf unsurf.coey.dev Turn any website into a typed API 21 Codex, OpenCode 1 610 tok
getsentry/sentry-agent-skills 21 Codex, OpenCode 1 1,546 tok
ArthurVardevanyan/HomeLab arthurvardevanyan.com HomeLab Server & Desktop Configuration 21 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,924 tok
preset-io/agor-teammate Agent operating framework for Agor - inspired by OpenClaw 21 Claude Code, Codex, OpenCode 2 1,160 tok
flutydeer/ds-editor-lite 21 Claude Code, Codex, OpenCode 7 2,112 tok
frogobox/frogo-sdk frogobox.github.io Frogo SDK - SDK Core for Easy Development Support AI Agent Skill 21 Claude Code, Codex, OpenCode 3 1,381 tok
eason-dev/easonchang.com-next easonchang.com Eason Chang's brand new personal blog 21 Claude Code, Codex, OpenCode 4 1,504 tok
asyncswap/solidity-language-server solidity-language-server-docs.pages.dev A fast Solidity language server powered by solc and foundry. 21 Codex, OpenCode 1 3,184 tok
nyaoouo/NyLib2 21 Codex, OpenCode 1 5,878 tok
Dicklesworthstone/frankenpandas Memory-safe, clean-room Rust reimplementation of pandas with packetized conformance gates, 21 Codex, OpenCode 1 8,500 tok
OneSignal/onesignal-python-api 21 Claude Code, Codex, OpenCode 2 799 tok
chhuax/praxis-devos 21 Claude Code, Codex, OpenCode 2 2,009 tok
adesutherland/CREXX REXX Language implementation 21 Codex, Gemini CLI, OpenCode 2 2,984 tok
Tshah-95/vean vean — the agent-native video editing core: a typed document, edit algebra, and diagnostic 21 Claude Code, Codex, OpenCode 6 6,378 tok
mathruffian-dot/gem-to-agent-kit Turn any AI agent into an upgrade consultant, upgrading Google Gemini's Gems into Agent wo 21 Codex, OpenCode 1 710 tok
AbhiK189/interview-prep-template A compounding, AI-agent-maintained interview-prep wiki. Three-layer context-engineering te 21 Claude Code, Codex, OpenCode 2 8,958 tok
Love4yzp/sensecap-indicator-ha The use of SenseCAP indicator interacts with Home Assistant in three API methods 21 Codex, OpenCode 1 858 tok
sablier-labs/flow 🍃 Smart contracts of the Sablier Flow protocol. 21 Claude Code, Codex, OpenCode 2 1,298 tok
vestaterm/Vesta vestaterm.github.io A native macOS terminal for running AI coding agents in parallel — built on real libghostt 21 Codex, OpenCode 1 1,229 tok
openvang/vanguarstew openvang.github.io Bittensor Subnet Repository maintainer agent + a GitHub-history benchmark that scores it — 21 Codex, OpenCode 1 420 tok
prikotov/task-agents-playbook AI-Assisted Development Playbook & Task-driven development methodology for AI-agents. 21 Codex, OpenCode 1 3,980 tok
existential-birds/amelia existentialbirds.com AI-powered development orchestrator: Supports Claude Code, Codex and Langchain Deepagents 21 Claude Code, Codex, OpenCode 18 1,528 tok
ThalesGroup/agilab thalesgroup.github.io Open-source platform for reproducible AI/ML workflows, from local experimentation to distr 21 Claude Code, Codex, OpenCode 50 11,360 tok
c9r-io/orchestrator docs.c9r.io Harness Engineering control plane for agent-first software delivery. Orchestrate Claude Co 21 Claude Code, Codex, OpenCode 31 2,158 tok
libragen/libragen libragen.dev Create private, local RAG libraries that work offline—no API keys, no cloud services. Shar 21 Codex, OpenCode 1 2,913 tok
mstfash/skills My daily AI agent skills for Claude Code, Codex, frontend QA, reviews, and workflow automa 21 Codex, OpenCode 1 374 tok
mrsthl/5 A meta-framework that guides feature implementation using a clear 5-phase process. 21 Claude Code, Codex, OpenCode 5 1,907 tok
aws-samples/sample-code-for-workspaces-agent-access 21 Codex, OpenCode 1 2,486 tok
alinalihassan/Lesma lesma.org The Lesma Programming Language 21 Codex, OpenCode 1 3,672 tok
JKorf/BingX.Net cryptoexchange.jkorf.dev C#/.NET client library for the BingX.com cryptocurrency exchange REST and WebSocket APIs, 21 Codex, GitHub Copilot, OpenCode 2 2,253 tok
mbrock/luv A Common Lisp Vulkan atelier 21 Claude Code, Codex, OpenCode 2 1,923 tok