How real projects configure their agents

31,984 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
thapaliyabikendra/ai-artifacts 24 Claude Code 5 2,271 tok
varrdinc/varrd varrd.com AI-powered trading research platform. Test any idea on stocks, futures, and crypto with ev 24 Claude Code 1 243 tok
streamnative/streamnative-mcp-server Developer-friendly MCP server bridging Kafka and Pulsar protocols—built with ❤️ by StreamN 24 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,643 tok
leonardsellem/readwise-vector-db Turn your Readwise library into a blazing-fast, self-hosted semantic search engine – compl 24 Claude Code, Codex, OpenCode 2 5,968 tok
JosephOIbrahim/Comfy-Cozy Say 'dreamier' and your ComfyUI workflow shifts — instantly, reversibly. An AI co-pilot fo 24 Claude Code 17 6,137 tok
namastexlabs/automagik-hive deepwiki.com 24 Claude Code, Codex, OpenCode 17 7,673 tok
marcusrbrown/systematic fro.bot Compound-engineering loops for OpenCode, Pi, and Claude Code 24 Claude Code, Codex, GitHub Copilot, OpenCode 5 2,713 tok
edgeandnode/ampersend-sdk Tooling for building applications with x402 payment capabilities. Supports buyer and selle 24 Claude Code 1 1,633 tok
mradovic95/code-pet 24 Claude Code 1 8,308 tok
Quantum3-Labs/ARBuilder arbuilder.app AI-powered code generator for Arbitrum Stylus, SDK bridging, dApps & Orbit chains — 19 MCP 24 Claude Code, Cursor 2 6,439 tok
coderadius-ai/coderadius coderadius.ai Prevent cross-repo architectural breakage before merge. Architecture knowledge graph from 24 Claude Code, Codex, OpenCode 2 11,583 tok
shinerio/SkillFlow Master once, apply everywhere 24 Claude Code, Codex, OpenCode 2 4,747 tok
maestro-org/maestro-mcp-server gomaestro.org Maestro MCP Server for Bitcoin 24 Claude Code 1 1,503 tok
colin66611/daily-driver-workspace Does your AI have an “external brain”? Daily Driver turns files into your second brain—aut 24 Claude Code 3 150 tok
pro-vi/loopgen A prompt compiler skill for /goal and ralph loop 24 Claude Code 1 395 tok
day-ai/day-ai-sdk Typescript SDK for using Day AI API (MCP Tools) with OAuth 24 Claude Code 4 2,679 tok
eigenlegal/counsel-os eigenlegal.com A legal operating system. Primitives-based legal practice tool with 4-layer knowledge syst 24 Claude Code 1 1,701 tok
nikeyes/stepwise-dev Dev workflow for Claude Code 24 Claude Code, Codex, OpenCode 3 3,712 tok
eferro/augmentedcode-skills 24 Claude Code 1 707 tok
starmynd-org/infinite-brain-harness 24 Claude Code, Codex, OpenCode 9 3,456 tok
skill-flow/skflow Transform natural-language skills into deterministic TypeScript scripts (sh/ask/done state 24 Claude Code 9
superinterface-labs/superpaper superpaper.ai 24 Claude Code, Codex, OpenCode 11 538 tok
qiuxchao/content-agent Enter a topic to automatically search for materials, generate WeChat Official Account/Xiao 24 Claude Code 1 756 tok
use-brian/use-brian usebrian.ai Brain, agent, workflows, and docs. Local framework to automate your work. 24 Claude Code 1
ali-master/audit audit.usestrict.dev An 8-stage AI vulnerability-discovery agent. 24 Claude Code, Codex 2
serpin-taxt/openchief openchief.io AI agents that passively watch your business tools and produce daily reports. Open-source, 24 Claude Code 1 6,349 tok
gigsmart/haiku-method haikumethod.ai H·AI·K·U (Human + AI Knowledge Unification) — a universal lifecycle framework for structur 24 Claude Code 4 12,922 tok
URaux/ArchViber Visual architecture editor + AI code generation via Claude Code / Codex CLI 24 Claude Code, Codex, OpenCode 7 79 tok
EnriqueLop/quartier Turn any AI into a web design business. Find local businesses, redesign their websites, ge 24 Claude Code 2 804 tok
lucianostraga/sfagent-tools AI-powered testing for Salesforce Agentforce agents. Claude Code plugin. 24 Claude Code, Codex, OpenCode 3 1,951 tok
dvschultz/adobe-hut because adobe reference docs are miserable 24 Claude Code 9 544 tok
jyjeanne/crustly A blazingly fast, privacy first (work with local LLMs), memory-efficient terminal-based AI 24 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,137 tok
tomdwipo/claude-soul Operating Soul for AI coding agents that captures how to think, not just rules — principle 24 Claude Code, Codex, OpenCode 61 4,237 tok
VPDPersonal/Aspid.FastTools Unity tools to cut boilerplate — source-generated ProfilerMarkers, serializable type/enum/ 24 Claude Code 2 189 tok
SergeiGorbatiuk/startup-superpowers 24 Claude Code 1 13,766 tok
r5rana/agentware Framework that makes your LLM self-aware, loops with self-learning and persistent memory t 24 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 34 4,731 tok
abboskhonov/tasteui tasteui.dev 24 Claude Code, Codex, OpenCode 3 1,458 tok
GovAlta/THE-VELOCITY-WHITE-PAPERS The public-facing repository for The Velocity White Papers 24 Claude Code 1
filippovarini/community-fish-detector-dataset 24 Claude Code 2 743 tok
LegalQuants/Donna 24 Claude Code 1 3,770 tok
gvkhosla/pi-tinker npmjs.com Fine-tune open-source models with Tinker from inside Pi — managed improve loops, data prep 24 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,540 tok
citypaul/mac-dev-machine-setup Scripts to automate the installation and setup of a new Mac, so I don't have to waste time 24 Claude Code 1 2,211 tok
tpmjs/tpmjs tpmjs.com Tool Package Manager for AI Agents 24 Claude Code, Codex, OpenCode 17 6,626 tok
codenamev/claude_memory Long-term, self-managed memory for Claude Code using hooks, MCP tools, and SQLite 24 Claude Code 10 6,684 tok
ikeisuke/ai-dlc-starter-kit AI-DLC starter kit 24 Claude Code, Codex, OpenCode 4 3,435 tok
roboco-io/serverless-autoresearch Parallel evolution pipeline for Karpathy's autoresearch on SageMaker Spot Training (H100). 24 Claude Code 2 1,145 tok
home-operations/yayamlls YAML language server in Go. Schema-driven diagnostics, completion, hover; pluggable render 24 Claude Code, Codex, OpenCode 2 2,996 tok
VilnaCRM-Org/php-service-template Microservice template for modern PHP applications 24 Claude Code, Codex, OpenCode 2 839 tok
Second-Order-Systems/Dystil 2os.ai 24 Claude Code, Codex, OpenCode 2 2,074 tok
gelatinousdevelopment/buildermark buildermark.dev How much of your code is written by agents? 24 Claude Code, Codex, OpenCode 2 145 tok