How real projects configure their agents

43,636 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
Love4yzp/sensecap-indicator-ha The use of SenseCAP indicator interacts with Home Assistant in three API methods 21 Codex, OpenCode 1 858 tok
Horosheff/aura-designer 21 Claude Code, Cursor 4
sablier-labs/flow 🍃 Smart contracts of the Sablier Flow protocol. 21 Claude Code, Codex, OpenCode 2 1,298 tok
namastexlabs/automagik-spark AI agents that work while you sleep - schedule workflows, automate tasks 24/7, integrate w 21 Claude Code 17
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
JohnnyFiv3r/Core-Memory Drop-in causal memory for AI agents. Append-only event store with associations and bounded 21 Claude Code 1 2,772 tok
Meirtz/Shinken Train computer-use agents end-to-end on real desktops, at scale: a high-performance runtim 21 Claude Code 1 4,369 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
ksmin23/my-adk-python-samples A collection of Python agent samples built with the Google Agent Development Kit (ADK), de 21 Gemini CLI 1 910 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
extracurricular-ai/filesnap crates.io Git-free file snapshots and rewind — put a directory back the way it was, without a reposi 21 Claude Code 10
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
borbiuk/band-play chromewebstore.google.com Multifunctional Chrome/Firefox extension for Bandcamp 21 Claude Code, Codex, OpenCode 10 1,050 tok
nanlabs/aws-glue-etl-boilerplate A complete example of an AWS Glue application that uses the Serverless Framework to deploy 21 Codex, OpenCode 1 279 tok
liteclienthq/liteclient liteclient.com LiteClient is a Lightweight, VS Code–native REST API client with no vendor lock-in. 21 Codex, OpenCode 1 732 tok
panquequelol/coding-agents optimizacion brigida de vibecoding. cursor. claude. whatever 21 Codex, OpenCode 1 864 tok
armandcismaru/DeepTraderX High-performing deep learning trader on a multithreaded financial exchange simulation. 21 Claude Code, Codex, OpenCode 2 3,767 tok
ZHANGXiyuan2004/VibeWriting Vibe Writing is a local-first bilingual writing workspace for research and academic writin 21 Codex, OpenCode 1 1,984 tok
Byte-Ventures/claude-trader bitcoinbot.byteventures.se Experimental crypto trading framework for testing multi-indicator strategies, AI trade ana 21 Claude Code 1 2,690 tok
Pankh-AI/wave-field-llm Physics-based language model: O(n log n) wave field attention with linear-wave content rou 21 Claude Code 1 2,113 tok
meloncafe/claude-code-hooks 21 Claude Code 1
cynchro/deepseekCLI 21 Claude Code 1 1,728 tok
duyet/google-search-crawler Input list of keywords, crawler top (url, title, description) data from Google Search. 21 Claude Code 1 1,792 tok
CALIL/sabatomap Sabae City Library Map app “Sabato Map” 21 Claude Code 1 10,862 tok
skovtun/coherent-design-method getcoherent.design AI-powered design system generator — once designed, consistent UI everywhere. 21 Claude Code, Codex, OpenCode 2 4,193 tok
sandeepmvl/rails-skills 21 Claude Code 1 1,193 tok
LouSputthole/Sbox-Claude integration for Claude code into S&box game developer 21 Claude Code 1 3,568 tok