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
Wholiver/metis Metis is a coding agent that boosts AI/LLM coding performance by 50% 139 Codex, OpenCode 1 1,891 tok
whanyu1212/gem-dota whanyu1212.github.io Python replay parser for Dota 2 139 Claude Code, Codex, OpenCode 2 7,174 tok
isaachinman/encephalon Durable, repository-local memory for coding agents, stored as Git-mergeable JSON and index 139 Codex, OpenCode 1 1,169 tok
Mark393295827/third-brain-v7-skills agent wiki +engineering skills 138 Claude Code, Codex, Gemini CLI, OpenCode 3 3,383 tok
SawyerHood/omegacode Code based orchestration for any coding agent. 138 Claude Code, Codex 1
marmot-protocol/marmot The Marmot Protocol is a messaging protocol that specifies how to do efficient end-to-end 138 Claude Code, Codex, OpenCode 2 865 tok
ntygod/ZhiWei A local-first personal AI Agent assistant supporting memory, autonomous tasks, tool author 138 Claude Code, Codex, Cursor, OpenCode 4 6,826 tok
BrendanGraham14/steer TUI-oriented coding agent written in Rust. 138 Codex, OpenCode 1 3,198 tok
jvm-skills/jvm-skills 138 Claude Code, Codex 20
karaage0703/ai-assistant-workspace 138 Claude Code, Codex, OpenCode 2 2,936 tok
LIUTod/scream-code Chinese UI / A terminal-based coding agent with unlimited concurrency, multi-agent orchest 138 Codex, OpenCode 1 20,849 tok
holon-run/holon holon.run A local workbench for agents doing continuous work across sessions, commands, human input, 138 Claude Code, Codex, OpenCode 2 1,102 tok
windviki/vBookmarks windviki.github.io A successor of Neat Bookmarks. 138 Codex, OpenCode 1 5,760 tok
humanspeak/svelte-markdown markdown.svelte.page 📝 Markdown and HTML renderer for Svelte 5 — built for streaming AI agent output from Clau 138 Claude Code, Codex, OpenCode 2 1,904 tok
rldiao/mealie-mcp-server MCP server that exposes Mealie APIs to MCP clients such as Claude Desktop 138 Codex, OpenCode 1 460 tok
calesthio/Resonant Free, local AI music studio for Windows—generate songs, play instruments, arrange, mix, ex 138 Claude Code, Codex, OpenCode 2 258 tok
FulAppiOS/Agent-Quest Real-time gamified dashboard for monitoring Claude Code and Codex AI agents in a medieval 138 Claude Code, Codex 1 851 tok
Canonry/canonry canonry.ai Agent-first AI SEO (AEO/GEO) operating platform. 138 Claude Code, Codex, OpenCode 2 31,430 tok
DMontgomery40/bambu-printer-mcp MCP server for Bambu Lab 3D printers — STL manipulation, BambuStudio slicing, and direct p 138 Claude Code, Codex, OpenCode 2 825 tok
awslabs/nx-plugin-for-aws awslabs.github.io The @aws/nx-plugin is a collection of code generators that automate the creation and confi 138 Claude Code, Codex, OpenCode 2 524 tok
evdenis/cvehound Check linux sources dump for known CVEs. 137 Claude Code, Codex, OpenCode 3 3,480 tok
remichu-ai/gallama 137 Codex, OpenCode 1 823 tok
avabbbb/Flovart avabbbb.github.io Flovart addresses gaps in canvas automation. It supports Claude Code, Codex, and others, a 137 Claude Code, Codex, GitHub Copilot, OpenCode 6 3,379 tok
brevdev/workshop-build-an-agent 137 Claude Code, Codex, OpenCode 15 832 tok
ZinkLu/Orca-Orchestration 137 Claude Code, Codex, OpenCode 2 3,282 tok
nansen-ai/nansen-cli 137 Claude Code, Codex, OpenCode 2 1,415 tok
WhitzardAgent/AgentGuard whitzard.tech AgentGuard: Zero-Trust Security Foundation for AI Agents 137 Codex, OpenCode 1 1,264 tok
MohamedAbdallah-14/unslop mohamedabdallah-14.github.io Make AI output sound human. Strips AI-isms (sycophancy, stock vocab, hedging stacks, em-da 137 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,832 tok
Jesseovo/PaperCash 📄 AI Skill for the complete academic paper workflow — search 200M+ papers, generate liter 137 Claude Code, Codex, OpenCode 2 340 tok
remix-run/agent-skills Agent Skills for working with React Router 137 Codex, OpenCode 1 882 tok
batmany13/about-me linkedin.com About my leadership philosophy, a little about me, and a peek into my AI work 136 Claude Code, Codex, OpenCode 8 4,907 tok
appleweiping/WEIPING_COUNCIL Multi-LLM deliberation system with 6 protocols: council, debate, red-team, consensus, spec 136 Claude Code, Codex, OpenCode 3 1,405 tok
edheltzel/dotfiles My setup for 🐠 Fish shell on  macOS - v3 136 Claude Code, Codex, OpenCode 2 2,814 tok
1Password/SCAM 1password.github.io SCAM - Security Comprehension Awareness Measure | Open-source benchmark that tests AI agen 136 Codex, OpenCode 1 3,027 tok
this-rs/project-orchestrator A Rust-based AI agent orchestrator with Neo4j knowledge graph, Meilisearch semantic search 136 Claude Code, Codex, OpenCode 2 9,055 tok
ascenx/safe_wallet A security-focused, self-custodial multichain mobile wallet for Android and iOS, built wit 136 Codex, OpenCode 1 1,091 tok
KittenCN/predict_Lottery_ticket_pytorch coderfan.com Lottery prediction based on transformer / LSTM models in PyTorch. 136 Codex, OpenCode 1 4,012 tok
1661169091kiwi/Knote 1661169091kiwi.github.io Local-first Feishu-like Markdown editor with a built-in reviewable AI assistant | Local-fi 136 Codex, OpenCode 1 259 tok
xiaolai/nlpm nlpm.com Natural-Language Programming Manager — scan, lint, and score NL artifacts with Claude-nati 136 Claude Code, Codex, Gemini CLI, OpenCode 3 7,856 tok
BA-CalderonMorales/terminal-jarvis terminal-jarvis.com In the midst of all the tools out there that you can possibly use to keep track of them. H 136 Claude Code, Codex, OpenCode 7 2,206 tok
buildermethods/bm-skills A collection of public open-source tools for builders, by Brian Casel @ Builder Methods (b 136 Claude Code, Codex, OpenCode 2 373 tok
ibuilder/massing massing.build Open, self-hosted, IFC-native AEC platform: web BIM viewer + modeling, a ~100-module GC po 136 Claude Code, Codex, OpenCode 9 8,676 tok
gaopengbin/cesium-mcp gaopengbin.github.io Protocol-agnostic CesiumJS AI control runtime for MCP, WebMCP, function calling, and brows 136 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,366 tok
CodeAlive-AI/ai-driven-development Practices, protocols, and skills for AI-driven software development. Skills and safety hoo 136 Claude Code, Codex, OpenCode 2 1,186 tok
itshen/source-reading-methodology xueai.app A methodology for AI-assisted in-depth reading of large open-source repositories: a four-s 136 Codex, OpenCode 1 539 tok
WaterTian/wechat-devtools-mcp WeChat Developer Tools MCP & Skills 136 Claude Code, Codex 1
wassermanproductions/blockout Open Source Desktop App to help with Previs for AI-native filmmaking — stage grey-box scen 136 Claude Code, Codex, OpenCode 2 3,634 tok
mcpp-community/mcpp mcpp.index.xlings.org A modern C++ module-first build tool — written in pure C++23 modules, fully self-hosted 136 Claude Code, Codex 4
utensils/nxv utensils.io Find any version of any Nix package, instantly. Fast CLI + HTTP API + web UI over 9+ years 135 Claude Code, Codex, OpenCode 8 4,042 tok
chris-tse/opencode-web A web-based UI for interacting with the opencode API 135 Codex, OpenCode 1 489 tok