How real projects configure their agents

22,053 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
avatune/avatune avatune.dev Tuning visual identity, emotional tone. Feels friendly & composable. 129 Claude Code, Codex, OpenCode 3 2,363 tok
team-attention/openclone Talk freely with an AI clone trained on a real person 128 Claude Code, Codex, OpenCode 2 8,239 tok
bitsofchris/openaugi Human memory, for agents. Scalable, private, personal knowledge base for any LLM provider 128 Claude Code, Codex, OpenCode 2 2,186 tok
newtype-ai/nit newtype-ai.org git for agent identity 128 Codex, OpenCode 1 650 tok
aws-samples/sample-spec-driven-presentation-maker 128 Codex, Kiro, OpenCode 6 5,888 tok
JuliaBesties/BestieTemplate.jl juliabesties.github.io Template for Julia Programming Language packages using the copier engine. 128 Codex, OpenCode 1 3,666 tok
microsoft/eval-guide A plugin for AI agent evaluation. Plan evals, generate test cases, interpret results for C 128 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,504 tok
ccashwell/evm-cortex Ethereum protocol engineering squad for AI coding assistants 128 Claude Code, Codex, OpenCode 2 4,119 tok
lucid-softworks/browser A web browser written from scratch — a platform-agnostic Rust engine (networking, HTML/CSS 128 Codex, OpenCode 1 674 tok
stephenleo/OpenMicro 🎮 Codex Micro functionality using any Gaming Controller on any Coding Harness! 128 Claude Code, Codex, OpenCode 2 246 tok
noahapp/noah-for-tinkerers Noah -- fixing your computer issues 128 Claude Code, Codex, OpenCode 2 482 tok
damionrashford/RivalSearchMCP Deterministic research MCP server on FastMCP 3 — 5-engine web search, 9-platform social se 128 Claude Code, Codex, OpenCode 2 5,408 tok
sstraus/tuicommander tuicommander.com The IDE that understands AI agents. Run parallel agents on isolated branches with full obs 128 Claude Code, Codex, OpenCode 1 6,793 tok
LumiDesk/verifin A completely free, open-source, minimalist personal finance tool with user-controlled data 128 Claude Code, Codex, OpenCode 2 6,961 tok
wpgaurav/generateblocks-skills gauravtiwari.org GenerateBlocks Skills to create better layouts with AI tools. 128 Claude Code, Codex, OpenCode 2 3,884 tok
tg-prplx/vellium Local-first desktop AI workbench for roleplay, multi-character chat, long-form writing, RA 128 Codex, OpenCode 1 6,199 tok
NicoKhaghani/nexus-ai-sdk Nexus AI execution orchestrator and Quest runtime for structured AI workflows. 127 Codex, OpenCode 1 247 tok
OpenYabby/OpenYabby openyabby.com Voice-driven multi-agent assistant — Realtime API + CLI runners + multi-channel orchestrat 127 Claude Code, Codex, OpenCode 2 9,284 tok
TheHotwireClub/hotwire_club-skills a marketplace of agentic hotwire skills 127 Codex, OpenCode 1 584 tok
zhensherlock/protocol-launcher protocol-launcher.vercel.app Type-safe deep link generator for protocol-based apps, enabling one-click launch, install, 127 Claude Code, Codex, OpenCode 2 1,501 tok
JKorf/Bybit.Net cryptoexchange.jkorf.dev C#/.NET client library for the Bybit.com cryptocurrency exchange REST and WebSocket APIs, 127 Codex, GitHub Copilot, OpenCode 2 3,509 tok
riffpad/riffpad riffpad.ai Watch, approve and steer your coding agents from your phone. 127 Codex, OpenCode 1 403 tok
colebemis/notion-workers My Notion Workers 127 Claude Code, Codex, OpenCode 7 990 tok
foxted/rsc-boundary rsc-boundary.valentinprugnaud.dev Tooling to visualize React Server Components vs Client Components boundaries in Next.js Ap 127 Codex, OpenCode 1 1,189 tok
yibie/SPEC-AGENTS.md Doc-Driven Development 127 Codex, OpenCode 1 22 tok
iconben/z-image-studio A Cli, a webUI, and a MCP server for the Z-Image-Turbo text-to-image generation model (Ton 127 Claude Code, Codex, Gemini CLI, OpenCode 3 345 tok
neilberkman/ccrider Search, browse, and resume your Claude Code sessions. Fast. 127 Codex, OpenCode 1 1,552 tok
hiromaily/go-crypto-wallet Cryptocurrency wallet for trading for Bitcoin, Bitcoin cash, Ethereum, ERC20, XRP Leger (R 127 Claude Code, Codex, GitHub Copilot, OpenCode 6 3,234 tok
mbhatt1/GhostLine Feed it a number. Your cloned voice does the social engineering, while you sip your coffee 126 Codex, OpenCode 1 1,736 tok
pithings/zigpty Tiny, cross-platform PTY library for Node.js, built in Zig, also usable as a standalone Zi 126 Claude Code, Codex, OpenCode 2 7,364 tok
LFDT-Lineth/lineth-monorepo linea.build The principal Lineth repository. Lineth is an enterprise-grade EVM layer 2 framework for d 126 Claude Code, Codex, GitHub Copilot, OpenCode 8 5,518 tok
pryv/open-pryv.io pryv.github.io Open-source version of Pryv.io 126 Codex, OpenCode 1 6,341 tok
mikechao/brave-search-mcp An MCP Server implementation that integrates the Brave Search API, providing, Web Search, 126 Codex, Gemini CLI, OpenCode 2 1,540 tok
HagiCode-org/site hagicode.com Official marketing site for HagiCode product capabilities, AI coding workflows, and gettin 126 Claude Code, Codex, OpenCode 2 373 tok
ucsandman/OpenClaw-Setup my personal OpenClaw setup with hierarchical memory, meditation, tools, etc. https://www.r 126 Codex, OpenCode 1 908 tok
smartcontractkit/chainlink-agent-skills [PUBLIC] Repository for Chainlink Skills that implement https://agentskills.io/specificati 126 Claude Code, Codex, OpenCode 2 1,133 tok
CliMA/ClimaAtmos.jl clima.github.io GPU-capable global atmosphere model of the CliMA Earth System Model, designed for calibrat 126 Claude Code, Codex, GitHub Copilot, OpenCode 3 905 tok
lance-format/lance-duckdb The lance extensions for DuckDB enable reading and writing of lance tables. 126 Claude Code, Codex, OpenCode 2 1,672 tok
interviewstreet/hackerrank-orchestrate-may26 126 Claude Code, Codex, OpenCode 2 2,497 tok
NoahDuongMaster/vibe-code-stack-for-ceos vibe-code-stack-for-ceos.duongnamtruong.com AI-first Turborepo monorepo where Claude Code, Cursor, Copilot, Gemini CLI, Kiro & Windsur 126 Claude Code, Codex, OpenCode 2 7,957 tok
evo-design/proto-tools proto.evodesign.org A universal infrastructure layer for generative biology 126 Claude Code, Codex, Gemini CLI, OpenCode 5 1,593 tok
qrak/LLM_trader LLM-powered Crypto Trading Framework with Vision AI chart analysis, real-time Neural Engin 126 Codex, OpenCode 1 22,527 tok
raintree-technology/hig-doctor apple.raintree.technology Apple HIG reference and cross-framework UI audit tooling for agents. 126 Codex, OpenCode 1 243 tok
ChrisTitusTech/titus-ai Codex and AI skills 126 Claude Code, Codex, OpenCode 16 1,017 tok
joohw/boss-cli boss-cli.com Boss Zhipin automation CLI: candidate lists, talent recommendations, bulk messaging, and a 126 Codex, OpenCode 1 357 tok
starroyhq/agentkib agentkib.com Local-first desktop control plane for coding-agent context, Skills, sessions, and toolchai 126 Codex, OpenCode 1 55 tok
agustinusnathaniel/nextarter-tailwind nextarter-tailwind.sznm.dev battery packed template / boilerplate to initialize PWA ready Next.js app with TailwindCSS 125 Claude Code, Codex, OpenCode 3 1,839 tok
DrugClaw/DrugClaw drugclaw.com 💊 AI Research Assistant for Accelerated Drug Discovery. 🦞 125 Claude Code, Codex, OpenCode 2 3,050 tok
hjanuschka/shitty-extensions Custom hooks for pi coding agent 125 Codex, OpenCode 1 843 tok
imbue-ai/latchkey A command-line tool that injects credentials to curl requests to known public APIs. 125 Codex, OpenCode 1 164 tok