How real projects configure their agents

32,517 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
jdcodes1/claude-sh Claude Code rewritten as a bash script. ~1500 lines, zero npm packages. Just curl + jq. 108 Claude Code 3 1,019 tok
Litun/bloomy-linkedin-outreach 108 Claude Code, Codex, OpenCode 2 254 tok
Nayjest/ai-microcore A handy lib for smooth interaction with large language models (LLMs) and crafting AI apps. 108 Claude Code, Codex, GitHub Copilot, OpenCode 4 1,486 tok
AbdelStark/worldforge abdelstark.github.io Harness framework to build world model based workflows for physical AI systems. 108 Claude Code, Codex, OpenCode 9 12,727 tok
Endle/fireSeqSearch When using search engine, it would also search local logseq notebook 108 Claude Code 6 2,621 tok
dosco/aithy aithy.dev A personal AI agent that can work safely on your machine, remember useful context, and kee 108 Claude Code, Codex, OpenCode 18 1,311 tok
idoforgod/Dissertation-Simulator-AgenticWorkflow A doctoral dissertation research simulation system in which 58 AI agents collaborate acros 108 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 12 39,470 tok
HozaifaMoustafa/hozaifamoustafa-resume-latex This how I built my Resume, you can use it to build yours, too! Have fun, and don't forget 108 Claude Code 1 793 tok
TheBeardedBearSAS/claude-craft Supercharge Claude Code with Expert Knowledge A comprehensive framework for AI-assisted 108 Claude Code 6 —
yyzybb537/remote_claude 108 Claude Code, Codex, OpenCode 2 12,736 tok
zizicici/Watermelon iOS Photos Backup App. Supports Backup to External Storage, SMB, WebDAV, S3-Compatible Buc 108 Claude Code, Codex, OpenCode 2 1,533 tok
GRIND-Lab-Core/night_owl_research_agent Fully automatic AI research agent for Geoscientists, Remote Sensing researchers, and GISci 108 Claude Code 1 4,725 tok
tornado-doc/tdoc tdoc.dev Prompt-native interactive HTML docs — bdocs. Generate, comment on, and publish docs from i 108 Claude Code, Codex, OpenCode 2 678 tok
Copexit/am-i-exposed The bitcoin privacy scanner you were afraid to run. 108 Claude Code 1 2,005 tok
Towow-ai/Flowness towow.net A work-centered runtime for agentic software engineering. Work persists; agents, context, 108 Claude Code 14 —
fl-sean03/OpenSDL seanflorez.com A modular Python foundation for reproducible computational and autonomous laboratories. Al 108 Claude Code, Codex, OpenCode 13 921 tok
jyjeanne/okf-rs A fast, open-source Rust toolkit for generating, validating and serving Open Knowledge For 108 Claude Code, Codex, GitHub Copilot, OpenCode 3 434 tok
manojbajaj95/claude-gtm-plugin Skills for GTM teams 108 Claude Code, Codex, OpenCode 2 2,472 tok
antiv/mate antonijevic.rs Production-ready multi-agent orchestration engine built on Google ADK. Database-driven age 108 Claude Code, Codex, OpenCode 4 6,670 tok
amikai/openings-mcp 💼 One MCP server to search job boards and company career sites 108 Claude Code, Codex, OpenCode 6 102 tok
MuhammadUsmanGM/claude-code-best-practices muhammadusmangm.github.io A comprehensive best-practices wiki for Claude Code - setup, CLAUDE.md templates, workflow 108 Claude Code 4 1,463 tok
pug-sh/pug pug.sh Open-source product analytics 108 Claude Code 1 17,259 tok
kirill-markin/flashcards-open-source-app nibomo.com AI-powered flashcards app built for serious daily study on iOS, MacOS, Android, and the we 108 Claude Code, Codex, OpenCode 4 3,415 tok
getfounded/mcp-tool-kit docs.mcp-tool-kit.com Agentic abstraction layer for building high precision vertical AI agents written in python 108 Claude Code 1 154 tok
robium-ai/robium robium.ai Physical AI skills for coding agents, with field-tested robotics guidance, the robium-ai C 108 Claude Code, Codex, Gemini CLI, OpenCode 5 1,072 tok
ifBars/blender-agent-studio ifbars.github.io Free, open-source Blender AI plugin for the tools you already use. Codex and Claude Code i 108 Claude Code, Codex, OpenCode 2 225 tok
NanoNative/nano tiny java tool - back to basics! 108 Claude Code, Codex, OpenCode 2 1,716 tok
sathergate/sathergate-toolkit A toolkit of agent primitives 107 Claude Code 1 112 tok
smithclay/claudetainer clay.fyi Easy Claude Code devcontainer workflows 107 Claude Code 1 884 tok
anthr76/infra discord.gg My home or for-home infrastructure written as code defining GitOps principles for Kubernet 107 Claude Code 1 4,765 tok
rubenmarcus/ralph-starter ralphstarter.ai Bootstrap projects from Figma, Linear, Notion & GitHub specs. The only AI ralph with sourc 107 Claude Code, Codex, OpenCode 5 2,117 tok
coleam00/custom-agent-with-skills Pydantic AI agent that implements the idea of Claude Skills (progressive disclosure) with 107 Claude Code 14 4,398 tok
osvauld/osvauld osvauld.com Fully open-source, end-to-end encrypted, peer-to-peer application suite. 107 Claude Code, Codex, OpenCode 16 2,889 tok
candlepin/candlepin candlepinproject.org The Candlepin entitlement engine 107 Claude Code, Codex, OpenCode 3 2,478 tok
ericdrowell/brometal brometal.dev BroMetal is an LLVM-inspired compiler that transforms TypeScript into highly optimized GPU 107 Claude Code, Codex, OpenCode 2 2,052 tok
EBISPOT/ols4 ebi.ac.uk The EMBL-EBI Ontology Lookup Service (OLS) 107 Claude Code, Codex, OpenCode 5 417 tok
olibartfast/neuriplo-infer C++ app for computer vision inference, supporting multiple tasks and backends. 107 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,189 tok
danbuhler/claude-code-ha Use Claude code in Home Assistant to manage configuration and automations. 107 Claude Code 1 1,735 tok
agentopology/agentopology agentopology.com Harness as code — the Terraform for AI agents. Define your agent team AND its memory once, 107 Claude Code 9 —
1amageek/SwiftAgent A type-safe, declarative AI agent framework for Swift. Build composable AI pipelines wit 107 Claude Code, Codex, OpenCode 2 16,554 tok
amenti-labs/vibecraft AI-driven vibe based Minecraft building via MCP. Describe a build, watch your agent constr 107 Claude Code 1 1,274 tok
hauptsacheNet/typo3-mcp-server hauptsachenet.github.io One MCP endpoint connects your TYPO3 site to Claude, Cursor, n8n, and any AI tool — safely 107 Claude Code 1 508 tok
travisjneuman/.claude claude.travisjneuman.com The Ultimate Claude Code Toolkit: 180 skills, 10 agents, 29 commands, 7 hooks, and 81 mark 107 Claude Code 2 1,961 tok
Hainrixz/claude-banana tododeia.com AI agent that turns your rough ideas into perfect image generation prompts. 7-component fo 107 Claude Code 2 691 tok
dockersamples/sbx-quickstart A quickstart for Docker Sandboxes (sbx) 107 Claude Code 1 1,103 tok
Ocean-Industries-Concept-Lab/openbridge-webcomponents openbridge.no OpenBridge design system implemented as Lit-based web components with support for all majo 107 Claude Code, Codex, GitHub Copilot, OpenCode 29 99,789 tok
sweetrb/apple-mail-mcp MCP server for Apple Mail - read, search, send, and manage emails via Claude and other AI 107 Claude Code 2 6,496 tok
ScottDuncanAI/industrial-ai-troubleshooting-agent 107 Claude Code 5 6,180 tok
plasma-ai/wiki Indexed knowledge bases with command-line tools for agents. 107 Claude Code, Codex, OpenCode 2 5,461 tok
watt-mind/coach coachwatts.com Your open source AI coach and unified fitness dashboard. 107 Claude Code, Codex, Gemini CLI, OpenCode 20 3,616 tok