How real projects configure their agents

43,652 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
savant0x/savant-code Multi-agent orchestration — 9 specialized agents coordinate via ECHO Protocol: Detective f 11 Claude Code, Codex, OpenCode 15 2,166 tok
n-side-dev/wefa N-SIDE Energy Web Factory libraries 11 Claude Code, Codex, GitHub Copilot, OpenCode 5 1,204 tok
swstegall/Garlemald-Client discord.gg Cross-platform Rust launcher for FINAL FANTASY XIV v1.23b private servers (macOS / Linux / 11 Claude Code, Codex, OpenCode 2 3,862 tok
Grail-Computer/FastClaw Turn your ChatGPT subscription into a Slack/Telegram employee. Open-source Rust server, Co 11 Claude Code, Codex, OpenCode 2 2,029 tok
MARVserver/Foliacode 11 Codex, OpenCode 1 2,145 tok
deicod/convex-operator Convex Kubernetes Operator - single instances - no funrun 11 Codex, OpenCode 1 715 tok
Accagain2014/LLM4Rec_wiki Automated LLM4Rec Wiki Project Driven by Large Language Models. An LLM-driven LLM4Rec know 11 Codex, OpenCode 1 1,506 tok
Koniverse/Koni-ea sentitrade.xyz Build a MetaTrader 5 trading bot and deploy it on Senti — starting from a template that al 11 Claude Code, Codex, OpenCode 2 3,545 tok
APPLe-DF/MaaKEDR apple-df.github.io MaaKEDR Cedar Assistant: a vision AI-powered Cedar automation tool driven by MaaFramework 11 Codex, OpenCode 1 2,674 tok
dcroote/lambs Local Analysis of mAb Sequences 11 Codex, OpenCode 1 1,793 tok
linbin-mk/AIHelper An all-in-one assistant combining AI with a browser extension 11 Codex, OpenCode 1 536 tok
TEAM-DONGCHIMI/DONGCHIMI-CLIENT [FE] A mobile flyer service that lets you receive critical news from your local market in 11 Claude Code, Codex, OpenCode 33 2,568 tok
projectbluefin/iso Build Bluefin ISOs 11 Codex, OpenCode 1 3,169 tok
inoshiro/inuinouta 11 Claude Code, Codex, GitHub Copilot, OpenCode 6 4,314 tok
SixArm/rustdoc-llms Rust documentation helper to generate file `llms.txt` for large language models (LLMs) 11 Codex, OpenCode 1 1,498 tok
rnegron/django-project-template raulnegron.me A Django template using my favorite packages 11 Claude Code, Codex, OpenCode 2 2,298 tok
pouriya/espai Any agent that can run curl gets a real browser. Snapshot a page as refs, click one, read 11 Codex, OpenCode 1 4,559 tok
yym68686/argus Just a very intelligent system. 11 Codex, OpenCode 1 1,238 tok
notforyou23/home23 An installable AI operating system — persistent agents with living brains 11 Claude Code, Codex, OpenCode 2 2,385 tok
allohamora/monorepo-example a monorepo example 11 Claude Code, Codex, OpenCode 2 230 tok
grigio/dinit-labwc 11 Codex, OpenCode 1 4,918 tok
saif-shines/doraval doraval.dev Make agent context work on every try. Context effectiveness toolkit for coding agents (Cla 11 Codex, OpenCode 1 1,764 tok
danielwpz/lark-a2ui-renderer A2UI renderer for Feishu/Lark 11 Codex, OpenCode 1 2,120 tok
MKAbuMattar/asciiquarium-python An aquarium/sea animation in ASCII art for your terminal! This is a Python reimplementatio 11 Claude Code, Codex, OpenCode 2 2,470 tok
grapeot/health-quantification AI-first personal health quantification: Apple Health → SQLite → CLI → AI analysis 11 Codex, OpenCode 1 1,832 tok
naxium-oss/DistribAI A distributed AI training framework to distribute training across consumer devices, all ed 11 Codex, Cursor, OpenCode 2 4,241 tok
kaiqiangh/mini-openclaw-langchain Mini Openclaw based on LangChain 11 Codex, OpenCode 1 940 tok
Spirizeon/hackfish Using swarm intelligence to predict your next hackathon winning project 11 Codex, OpenCode 1 6,358 tok
r0b0tlab/r0b0bench Specification for a reproducible, provenance-bound multi-lane LLM benchmark suite. 11 Codex, OpenCode 1 903 tok
unlimiting-studio/sena-ai 11 Claude Code, Codex, OpenCode 2 3,571 tok
stoiver/anuga_drainage 11 Claude Code 1 9,374 tok
ssalevan/habiclient Commodore 64 client source for Lucasfilm's Habitat 11 Claude Code 3 1,579 tok
riffcc/flagship dev.riff.cc A decently decentralised streaming platform, powered by Citadel and Archivist 11 Claude Code, Codex, OpenCode 2 3,579 tok
sanisideup/claude-code-granola-sync 11 Claude Code 4 1,344 tok
nearform/aine-ref-arch This document describes a reference architecture for AI‑Native Engineering 11 Codex, OpenCode 1 69 tok
minorcell/aquaregia aquaregia.mcell.top A lightweight Rust library for building LLM agents. 11 Claude Code, Codex, OpenCode 3 1,459 tok
Green-Software-Foundation/greensoftware.foundation Website for The Green Software Foundation 11 Claude Code 3 1,406 tok
robertogallea/undocumented-laravel-book robertogallea.github.io Laravel 13: The Unwritten API - A guide to usable but undocumented concepts 11 Claude Code 1 15,284 tok
leestott/interview-doctor-js 🏥 AI-powered interview preparation assistant — 100% offline using Foundry Local, RAG (TF- 11 Codex, OpenCode 1 1,316 tok
dmitryisaenko/larafoundry larafoundry.com The modular SaaS engine for Laravel 11 Claude Code, Codex, OpenCode 2 3,037 tok
Lama999901/metagenesis-core-public metagenesis-core-site1.vercel.app A notary for computations. Cryptographic verification infrastructure for computational cla 11 Claude Code, Codex, OpenCode 6 7,114 tok
kikocastro/markdown-mindmap Obsidian plugin: configurable mind maps / leveled trees rendered live from your notes' fro 11 Claude Code, Codex, Gemini CLI, OpenCode 4 1,282 tok
claude-code-expert/todo-app tika-app.vercel.app Ticket+Kanban Style TODO App 11 Claude Code 11 3,662 tok
artem-from-ua/claude-plugins Claude Code plugin marketplace by @artem-from-ua 11 Claude Code 1 1,748 tok
moru-ai/sandbox-infra moru.io Open-source infrastructure of Moru 11 Claude Code, Codex, OpenCode 2 4,946 tok
hanyki111/memory_tool 11 Claude Code, Gemini CLI 3 593 tok
GetKlai/klai Klai open-source AI platform 11 Claude Code, Codex, OpenCode 28 3,381 tok
adamkristopher/seo-dfs-cc Scripts to access DataFor SEO APIs with Claude Code prompts 11 Claude Code 1 1,616 tok
wuwahe/Many-Foot A multi vendor AI agent orchestration framework built on Java, supporting autonomous task 11 Codex, OpenCode 1 9,167 tok
mmarca-tech/OpenVitals codeberg.org THIS IS JUST A MIRROR FROM https://codeberg.org/mmarca-tech/OpenVitals Privacy-f 11 Claude Code, Codex, OpenCode 3 1,804 tok