How real projects configure their agents

23,211 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 agents7,473Claude Code6,589Data and AI3,693Backend and APIs3,491Languages3,403Planning3,201Git and workflow3,131Code review2,731Memory and context2,354Testing2,335DevOps and cloud2,298Research2,288Writing and docs2,284Frontend2,242Security1,995Productivity1,703

All Claude Code32,066 Codex23,211 OpenCode21,984 GitHub Copilot3,528 Gemini CLI1,908 Cursor1,730 Windsurf104 Kiro70

Project Stars Configures Files Always loaded
gptme/gptme gptme.org Your agent in your terminal, equipped with local tools: writes code, uses the terminal, br 4,411 Codex, OpenCode 1 933 tok
zgsm-ai/costrict costrict.ai Costrict - strict AI coder for enterprises, quality first, including AI Agent, AI CodeRevi 4,408 Codex, OpenCode 1 95 tok
mixedbread-ai/mgrep demo.mgrep.mixedbread.com A calm, CLI-native way to semantically grep everything, like code, images, pdfs and more. 4,393 Claude Code, Codex, OpenCode 7 1,917 tok
dmno-dev/varlock varlock.dev AI-safe .env files: Schemas for agents, Secrets for humans. 4,370 Claude Code, Codex, GitHub Copilot, OpenCode 6 2,320 tok
hao-ai-lab/FastVideo hao-ai-lab.github.io A unified inference and post-training framework for accelerated video generation. 4,363 Claude Code, Codex, OpenCode 19 1,342 tok
crmne/ruby_llm rubyllm.com One delightful Ruby framework for every major AI provider. Build AI agents, chatbots, RAG 4,344 Claude Code, Codex, GitHub Copilot, OpenCode 4 6,264 tok
walkinglabs/hands-on-modern-rl walkinglabs.github.io 🚀 An open-source, hands-on curriculum bridging the gap from basic RL concepts to LLM alig 4,325 Codex, OpenCode 1 1,305 tok
LycheeOrg/Lychee lycheeorg.dev A great looking and easy-to-use photo-management-system you can run on your server, to man 4,285 Codex, GitHub Copilot, OpenCode 2 4,407 tok
camunda/camunda camunda.com Process Orchestration Framework 4,273 Claude Code, Codex, GitHub Copilot, OpenCode 35 7,591 tok
rolldown/tsdown tsdown.dev The elegant bundler for libraries powered by Rolldown 4,258 Claude Code, Codex, OpenCode 2 2,613 tok
macro-inc/macro macro.com Macro is a unified workspace for teams: email, chat, docs, tasks, agents, calls, and CRM — 4,256 Claude Code, Codex, Cursor, OpenCode 19 979 tok
magnitudedev/magnitude magnitude.dev Open source inference server for Apple silicon. Profiles your Mac, recommends the best mod 4,229 Claude Code, Codex, OpenCode 3 1,903 tok
arcboxlabs/arcbox arcbox.dev Run AI agents on real and isolated machines — own kernel, filesystem, and network — with < 4,223 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,748 tok
0xNyk/council-of-high-intelligence nyk.dev Structured multi-perspective deliberation for hard decisions. Run full councils, focused t 4,216 Claude Code, Codex 1 626 tok
dmmulroy/anti-slop Opinionated Oxlint rules for rejecting low-evidence TypeScript and JavaScript patterns 4,192 Codex, OpenCode 1 90 tok
microsoft/flint-chart microsoft.github.io 🪄 Flint is a visualization language that lets AI agents reliably create expressive, good- 4,166 Claude Code, Codex 2
LeagueAkari/LeagueAkari akari.yuru-yuri.com An all-in-one toolkit for LeagueClient. Gathering power 🚀. 4,164 Claude Code, Codex, OpenCode 2 3,170 tok
Hisn00w/ASu-skills 🚀 A collection of practical AI Skills for job seeking and development, supporting resume 4,146 Claude Code, Codex, OpenCode 2 623 tok
flox/flox flox.dev The Deterministic Foundation for your SDLC 4,124 Claude Code, Codex, OpenCode 8 5,169 tok
ericc-ch/copilot-api ericc-ch.github.io Turn GitHub Copilot into OpenAI/Anthropic API compatible server. Usable with Claude Code! 4,115 Codex, OpenCode 1 441 tok
ardanlabs/service ardanlabs.com Starter-kit for writing services in Go using Kubernetes. 4,110 Codex, OpenCode 1 1,002 tok
spencermountain/spacetime spacetime.how A lightweight javascript timezone library 4,106 Codex, OpenCode 1 4,399 tok
thinking-machines-lab/tinker-cookbook Post-training with Tinker 4,106 Claude Code, Codex, OpenCode 2 1,838 tok
inkeep/open-knowledge openknowledge.ai Beautiful, AI-native markdown IDE and LLM wiki 4,101 Codex, OpenCode 1 1,886 tok
groupultra/telegram-search search.lingogram.app 🔍 Export and fuzzy search your Telegram chat history | Export and fuzzy search your Teleg 4,098 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 5 2,384 tok
moonrepo/moon moonrepo.dev A build system and monorepo management tool for the web ecosystem, written in Rust. 4,096 Claude Code, Codex, OpenCode 4 1,231 tok
tolgee/tolgee-platform tolgee.io Developer & translator friendly web-based localization platform 4,094 Codex, OpenCode 1 2,094 tok
robinebers/openusage openusage.ai Burning through your subscriptions too fast? Paying for stuff you never use? Stop guessing 4,079 Claude Code, Codex, OpenCode 29 1,514 tok
ai-boost/awesome-harness-engineering Awesome list for AI agent harness engineering: tools, patterns, evals, memory, MCP, permis 4,078 Claude Code, Codex, OpenCode 2 342 tok
vinvcn/mattpocock-skills-zh-CN This is the Simplified Chinese localization of mattpocock/skills. 4,078 Claude Code, Codex, OpenCode 3 1,002 tok
microfeed/microfeed microfeed.org an agentic cms self-hosted on cloudflare, for podcasts, blogs, photos, videos, documents, 4,068 Claude Code, Codex, OpenCode 2 2,627 tok
crafter-station/petdex petdex.dev A public gallery of animated pets for Codex, Claude Code, DeepSeek Harness, Hermes, OpenCo 4,061 Claude Code, Codex, OpenCode 5 1,185 tok
nyldn/claude-octopus reddit.com Run multiple AI models against the same research, design, or coding task. Surface disagree 4,058 Claude Code, Codex, GitHub Copilot, OpenCode 6 7,327 tok
apache/tika tika.apache.org The Apache Tika toolkit detects and extracts metadata and text from over a thousand differ 4,053 Codex, OpenCode 1 936 tok
aipoch/open-science aipoch.com AIPOCH Open-Science is an open-source, local-first, model-agnostic AI research workbench f 4,043 Codex, OpenCode 1 3,864 tok
dagger/container-use container-use.com Development environments for coding agents. Enable multiple agents to work safely and inde 4,037 Claude Code, Codex, OpenCode 2 2,217 tok
nolabs-ai/nono nono.sh secure multiplexed execution paths for agents - zero trust, zero setup, zero latency. 4,019 Claude Code, Codex, OpenCode 2 2,527 tok
cursor/community-plugins cursor.directory Plugins from the Cursor community 3,991 Claude Code, Codex, Cursor, OpenCode 2 853 tok
davidondrej/skills access to david ondrej's personal agent skills 3,989 Codex, OpenCode 1 1,478 tok
kunchenguid/gnhf Before I go to bed, I tell my agents: good night, have fun 3,971 Claude Code, Codex, OpenCode 2 3,327 tok
BenedictKing/ccx benedictking.github.io Claude / Codex / Gemini API Proxy - CCX 3,970 Claude Code, Codex, OpenCode 6 2,893 tok
BytePioneer-AI/openclaw-china OpenClaw China plugin: supports Feishu, DingTalk, QQ, WeCom, and WeChat. 3,968 Codex, OpenCode 1 1,172 tok
workweave/router weaveos.com Model router for agentic systems. Routes every prompt to the right model in <50ms. Cut cos 3,940 Claude Code, Codex, OpenCode 7 13,327 tok
sourcebot-dev/sourcebot sourcebot.dev Sourcebot is a self-hosted tool that helps humans and agents understand your codebase. 3,934 Claude Code, Codex, GitHub Copilot, OpenCode 4 5,548 tok
steipete/oracle askoracle.sh Ask the oracle when you're stuck. Invoke GPT-5 Pro with a custom context and files. 3,931 Codex, OpenCode 1 1,193 tok
foru17/neko-master A modern and elegant dashboard for network traffic visualization and analysis. 3,930 Claude Code, Codex, GitHub Copilot, OpenCode 9 3,234 tok
mysticaltech/terraform-hcloud-kube-hetzner Optimized and Maintenance-free Kubernetes on Hetzner Cloud in one command! 3,927 Claude Code, Codex, OpenCode 12 4 tok
liustack/modlens liustack.dev The first vision plugin for DeepSeek Harness, and the vision bridge for every text-only co 3,925 Codex, OpenCode 1 1,760 tok
evalstate/fast-agent fast-agent.ai Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP/A2A Support 3,917 Codex, OpenCode 1 1,057 tok
basicmachines-co/basic-memory basicmemory.com AI conversations that actually remember. Never re-explain your project to your AI again. J 3,905 Claude Code, Codex, OpenCode 23 7,653 tok