How real projects configure their agents

23,157 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
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
Coding-Meet/Library-Insight coding-meet.github.io API Explorer & MCP Server for Java, Kotlin & KMP. Analyze JARs, AARs, KLibs, Maven depende 21 Claude Code, Codex 1
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
CamiProject/semantic-deer-flow Unofficial DeerFlow downstream for governed SaaS semantic queries and controlled actions 21 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,889 tok
Ervie/Seiyuu.moe A webpage searching for collaborate works between seiyuu. 21 Codex, OpenCode 1 745 tok
InsForge/CLI InsForge CLI 21 Claude Code, Codex 1
crewrig/crewrig crewrig.org A layered AI assistant configuration with shared skill sandbox and built-in harness engine 21 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 47 4,874 tok
randomm/oo 21 Claude Code, Codex, OpenCode 2 1,373 tok
JKorf/HyperLiquid.Net cryptoexchange.jkorf.dev C#/.NET client library for the HyperLiquid.com decentralized cryptocurrency exchange REST 21 Codex, GitHub Copilot, OpenCode 2 3,413 tok
ll931217/dotfiles imgur.com Ricing for my Arch Linux 21 Claude Code, Codex, OpenCode 4 1,289 tok
kid-sid/codex-spellbook A curated collection of skills, prompts, and workflows that extend Codex's capabilities — 21 Codex, OpenCode 1 733 tok
r0k1s-i/fediverse-with-100k-stars 100kstars.contained.love This project visualizes Fediverse instances as stars in a 3D galaxy 21 Claude Code, Codex, OpenCode 2 4,155 tok
Semeton/agent-contract npmjs.com A deterministic contract layer between humans and coding agents. 21 Claude Code, Codex, OpenCode 2 3,464 tok
rm2thaddeus/Pixel_Detective rm2thaddeus.github.io A repository for the Pixel Detective project. 21 Codex, OpenCode 1 3,292 tok
polarity/app.spectrum.analyzer spectrum.polarity.me Spectrum Analyzer for the Browser 21 Codex, GitHub Copilot, OpenCode 6 1,451 tok
ewrogers/SleepHunter4 Dark Ages Automation Tool 21 Claude Code, Codex, OpenCode 2 1,593 tok
mohsenhariri/scorio mohsenhariri.github.io Bayes@N [ICLR'26], Ranking LLMs [ACL'26 Main]: Statistical evaluation, comparison, and ran 21 Claude Code, Codex, OpenCode 2 4,044 tok