How real projects configure their agents

23,307 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710

All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77

Project Stars Configures Files Always loaded
mweinbach/agent-coworker Terminal-first coworker agent (Bun + OpenTUI) 155 Claude Code, Codex, Gemini CLI, OpenCode 15 2,055 tok
shenjianan97/persistent-agent-runtime Persistent runtime for long-running AI agent tasks with durable checkpoints, lease-based w 154 Claude Code, Codex, OpenCode 2 5,027 tok
ZeroPointSix/empathize-with-others 154 Claude Code, Codex, OpenCode 2 2,659 tok
Open-Document-Alliance/PDF-Tools opendocuments.ai Fill, sign, merge, split, and extract PDFs from Claude Desktop and other MCP hosts. Maint 154 Claude Code, Codex, OpenCode 2 10,744 tok
jmstar85/oh-my-githubcopilot linkedin.com Ultimate Harness Automation for Github Copilot on VS Code. It provides 28+ specialized age 154 Claude Code, Codex, GitHub Copilot 59 3,594 tok
weihong-su/miniQMT miniQMT for Arthur 154 Claude Code, Codex, OpenCode 2 13,281 tok
zeke/agents.md My global instructions for AI agents like OpenCode 154 Codex, OpenCode 1 2,455 tok
xbfighting/tdx2db Quickly obtain an A-share quantitative database containing daily and various minute-level 154 Claude Code, Codex, OpenCode 3 3,993 tok
shashankswe2020-ux/whoop-mcp shashankswe2020-ux.github.io MCP server to connect to whoop API 154 Claude Code, Codex, GitHub Copilot 34 2,866 tok
Jamailar/OPG opg.ceo Shared backend services for multiple apps, enabling one person to use AI to manage multipl 154 Codex, OpenCode 1 446 tok
eljulians/skillfile One-stop shop for AI skills and agents. Search 110K+ community skills, install and track t 154 Claude Code, Codex, OpenCode 2 1,819 tok
devin-lai/onnx2coreml Convert ONNX models to Apple Core ML (.mlpackage / .mlmodel) with numerical-parity verific 153 Codex, OpenCode 1 831 tok
paulpreibisch/AgentVibes 🎭 TTS for Claude Code 153 Claude Code, Codex, GitHub Copilot, OpenCode 6 4,431 tok
rix1337/Quasarr Quasarr connects JDownloader with Radarr, Sonarr, Lidarr and Magazarr. It also decrypts li 153 Claude Code, Codex, OpenCode 2 2,890 tok
sheawinkler/ContextLattice contextlattice.io The local-first intelligence layer that gives AI agents durable continuity, explainable re 153 Codex, OpenCode 1 687 tok
Austin1serb/agents-md serbyte.net AGENTS.md patterns for context engineering in coding agents: safer command output, token e 153 Codex, OpenCode 1 1,013 tok
hwfengcs/DM-Code-Agent Local-first, auditable Python code agent. Ships its own 30-task hidden-test benchmark plus 153 Codex, OpenCode 1 1,264 tok
Invaro/opentax-engine opentax.invaro.ai The deterministic tax engine for AI agents. Highest score ever recorded on TaxCalcBench (9 153 Codex, OpenCode 1 1,808 tok
ifiokjr/monopi ifiokjr.github.io One-click setup for pi-coding-agent — extensions, themes, prompts, skills, and ant-colony 153 Codex, OpenCode 1 2,253 tok
hugodemenez/deltalytix deltalytix.app Trading journal with AI agents and dashboard with statistics 153 Codex, OpenCode 1 2,679 tok
flop-labs/technocore-chat technocore.chat HTTP-native chat and notes for agents whose sandbox only allows webfetch — every write is 153 Codex, OpenCode 1 755 tok
swan-gtm/gtm-skills Open, production-grade GTM skills for AI agents. 153 Claude Code, Codex, OpenCode 2 2,258 tok
ProfSynapse/nexus 153 Claude Code, Codex, OpenCode 13 8,823 tok
sushaantu/boxento boxento.app Open-source customizable start page 153 Codex, OpenCode 6 1,882 tok
adobe/spectrum-design-data opensource.adobe.com Design data, including design tokens, component schemas, and tooling for Spectrum, Adobe's 153 Claude Code, Codex, OpenCode 3 2,805 tok
CamusGIT/EvoQuant EvoQuant is a self-evolving AI research agent specialized in quantitative investment resea 152 Codex, OpenCode 1 572 tok
devos-ing/omni-skills devos.ing GetSuperpower packages a whole AI-agent workflow as one callable skill. 152 Codex, OpenCode 1 1,288 tok
cmyyx/endfield-essence-planner end.canmoe.com Please follow the new project https://github.com/cmyyx/cep Arknights: Endfield planner, wh 152 Codex, OpenCode 1 3,123 tok
eugenepyvovarov/CodeAgentsMobile x.com Mobile agents backed by opencode 152 Claude Code, Codex, OpenCode 2 3,508 tok
teunlao/swift-ai-sdk swift-ai-sdk-docs.vercel.app Unified AI SDK for Swift, bringing the power of Vercel AI SDK to Apple platforms 152 Claude Code, Codex, OpenCode 3 2,541 tok
BRO3886/rem rem.sidv.dev A powerful ai-native CLI tool for macOS Reminders app 152 Claude Code, Codex, OpenCode 5 2,957 tok
nwiizo/ccswarm Multi-agent orchestration system using Claude Code with Git worktree isolation and special 152 Claude Code, Codex, OpenCode 7 2,304 tok
rubenCodeforges/ardudeck ardudeck.com One GCS to rule them all. ArduPilot, Betaflight, iNav - all in one app. Mission planning, 152 Claude Code, Codex, OpenCode 2 232 tok
equinor/neqsim equinor.github.io NeqSim is a library for calculation of fluid behavior, phase equilibrium and process simul 152 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 38,982 tok
heptameta/heptabase-cli-skills Agent skills for Heptabase CLI. 152 Claude Code, Codex, OpenCode 2 281 tok
BruceLanLan/sol-luna-engineering-workflow Luna-first Codex workflow: Luna Max by default, parallel Luna workers, and Sol Advisor onl 152 Codex, OpenCode 1 618 tok
NiceEval/NiceEval niceeval.com build eval for your agent in 10 mins 152 Claude Code, Codex, OpenCode 23 2,676 tok
api7/aisix api7.ai Open-source AI gateway for LLMs & AI agents, built in Rust. One OpenAI-compatible API for 152 Claude Code, Codex, OpenCode 2 9,572 tok
Azure-Samples/azure-openai-rag-workshop aka.ms Create your own ChatGPT with Retrieval-Augmented-Generation workshop 152 Codex, GitHub Copilot, OpenCode 2 2,103 tok
OriginProtocol/origin-dollar originprotocol.com OUSD and OETH are stablecoins that passively accrue yield while you are holding it 152 Claude Code, Codex, OpenCode 9 6,143 tok
nobbbbby/Alertivity System health menubar app with real-time metrics and smart notifications. 151 Codex, OpenCode 1 143 tok
tarampampam/microcheck 🧪 Lightweight health check utilities for Docker containers 151 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,378 tok
Iron-Ham/XcodePreviews 151 Claude Code, Codex, Cursor 5 695 tok
BjornMelin/docmind-ai-llm DocMind AI is a powerful, open-source Streamlit application leveraging LlamaIndex, LangGra 151 Codex, OpenCode 1 5,757 tok
ambient-code/agentready ambient-code.github.io Repo Optimizer: Assess git repositories for AI-assisted development readiness. Submit your 151 Claude Code, Codex, OpenCode 18 620 tok
miroapp/miro-ai Official Miro AI developer tools and integrations. Includes MCP server configuration, Clau 151 Claude Code, Codex, OpenCode 4 574 tok
UHolli/ai-website-cloner AI website cloner for rebuilding live websites with AI coding agents 151 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 2,588 tok
femto/minion 👷‍♂️High performance agent framework that can do everything. Minion is designed to execut 151 Claude Code, Codex, OpenCode 2 2,305 tok
liby/dotfiles ✨ Dotfiles for humans and their coding agents 151 Codex, OpenCode 1 2,165 tok
iHildy/opencode-synced Sync opencode global configurations between machines with a plugin 151 Claude Code, Codex, OpenCode 2 758 tok