How real projects configure their agents

24,815 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
jascal/orca-lang Orca (Orchestrated State Machine Language) — an LLM-native code generation target 15 Claude Code, Codex, OpenCode 8 9,776 tok
lesleslie/excalidraw-mcp Unofficial Excalidraw MCP Server 15 Claude Code, Codex, Gemini CLI, OpenCode 3 3,292 tok
Brandcode-Studio/brandsystem-mcp brandcode.studio Use existing brand guidelines with AI. Turn websites, PDFs, and Figma into a portable .bra 15 Claude Code, Codex, OpenCode 2 4,474 tok
manushi4/Screenhand screenhand.com Give AI eyes and hands on your desktop. Open-source MCP server for desktop automation — sc 15 Claude Code, Codex, OpenCode 12 5,310 tok
raydeStar/sir-thaddeus Private, local-first AI assistant for Windows with permissioned tools, durable memory, and 15 Codex, GitHub Copilot, OpenCode 6 13,425 tok
Ju571nK/sigil sigilworks.net Open-source config scanner for AI coding agents: scores the permissions, hooks, sandbox an 15 Codex, OpenCode 1 425 tok
cote-star/agent-chorus Local-first CLI to read, compare, and hand off sessions across Claude Code, Codex, Gemini, 15 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 4,938 tok
Peadarpol/ai-delivery-control A governance harness for AI-assisted software delivery. You govern. Agents deliver. 15 Claude Code, Codex 25 —
braintrustdata/bt 15 Claude Code, Codex, OpenCode 3 967 tok
yusong652/yade-mcp pypi.org MCP server connecting AI agents to YADE — run DEM simulations through natural conversation 15 Claude Code, Codex, OpenCode 2 1,379 tok
AlexanderAbramovPav/scriba Fast local meeting transcription with accurate speaker diarization — for your AI assistant 15 Codex, OpenCode 1 3,281 tok
kissgyorgy/coding-agents Nix packages, skills, extensions for coding-agents (Claude Code, Gemini CLI, Pi Coding Age 15 Codex, OpenCode 1 1,509 tok
byronxlg/skillfold byronxlg.com Declarative skill manager for Claude Code and Codex. Declare skills in YAML, pin exact rev 15 Claude Code, Codex, OpenCode 2 2,102 tok
oubakiou/mdxg-redline Inline review tool for MDXG markdown — capture highlighted comments and export them as str 15 Claude Code, Codex, OpenCode 4 585 tok
Tencent-RTC/agent-skills trtc.io TRTC AI Integration Assistant - helps developers integrate Tencent Real-Time Communication 15 Claude Code, Codex, OpenCode 2 3,709 tok
hwl668/Scientific-learning-skills- Diagnosis-first Agent Skills that turn AI from answer machine into learning tutor. 15 Codex, OpenCode 1 2,009 tok
ariaxhan/kernel-claude Claude Code learns from itself. Persistent memory, multi-agent orchestration, and a scient 15 Claude Code, Codex, OpenCode 4 13,388 tok
Kbediako/codex-termux-pocket Codex CLI tweaked for Android/Termux (self-update + build version) 15 Codex, OpenCode 1 5,484 tok
Mingye-Lu/AgenticCrawler acrawl — LLM-powered web crawler. Describe what you want in plain English, get structured 15 Codex, OpenCode 1 6,382 tok
vaaraio/vaara vaara.io Accountable Autonomy: open-source evidence layer that gates every AI agent tool call again 15 Codex, OpenCode 1 1,065 tok
sint-ai/sint-protocol sint.gg Open-source runtime security and governance for AI agents, MCP tools, robotics, industrial 15 Claude Code, Codex, OpenCode 2 4,765 tok
elkadrinaoufal1996/hormozi-marketing-ultimate Ultimate marketing plugin for Claude Code and Cowork — selling digital products (PDF guid 15 Claude Code, Codex, OpenCode 1 2,260 tok
jungjaehoon-lifegamez/MAMA Local-first operating memory for AI coding agents - Claude Code, Codex, and any MCP client 15 Claude Code, Codex, OpenCode 2 3,625 tok
reactiveui/Primitives A compact, allocation-conscious reactive programming library for .NET built on IObservable 15 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,328 tok
songth1ef/nestwork songth1ef.github.io Sync memory across multiple AI agents via git. Claude/Codex/Gemini/Hermes on different mac 15 Claude Code, Codex, OpenCode 2 13,281 tok
Montimage/mitre-mcp A Model Context Protocol (MCP) server that provides tools for working with the MITRE ATT&C 15 Claude Code, Codex, OpenCode 2 1,291 tok
danielsimonjr/everything-mcp MCP server for Everything search engine - instant file search for Windows 15 Claude Code, Codex, OpenCode 2 1,504 tok
guycochran/resolve-mcp-server DaVinci Resolve MCP Server — 53 tools for AI-powered remote video editing via Claude 15 Claude Code, Codex, OpenCode 2 1,731 tok
corbym/memoryweb A memory web MCP server for Agents. Stores knowledge as a graph of nodes connected by type 15 Claude Code, Codex, OpenCode 2 8,978 tok
eddmann/garmin-connect-cli eddmann.com Garmin Connect from your terminal. Pipe it, script it, automate it. 15 Claude Code, Codex, OpenCode 2 88 tok
istota-project/istota istota.cynium.com Your intelligent personal OS 15 Claude Code, Codex, OpenCode 4 14,172 tok
MindFlock/MindFlock mindflock.ai Run a flock of AI coding agents, each in its own git worktree, started by your ticket queu 15 Codex, OpenCode 1 973 tok
githubnext/rig Cross Agent Dynamic Workflows as a Skill 15 Codex, OpenCode 1 1,203 tok
davidmosiah/whoop-mcp wellness.delx.ai Local-first MCP server for WHOOP recovery, HRV & sleep — Claude, Cursor, ChatGPT ready 15 Codex, OpenCode 1 158 tok
jiuge2467/dsh-studio A modern DeepSeek Harness (DSH) full-stack enhancement workstation, multi-source MCP visua 15 Claude Code, Codex, OpenCode 13 3,562 tok
zaxardery8011-design/line-persona zax.com.tw LINE Shadow Clone — a low-barrier, BYO-AI open-source framework for LINE clones. Just ask 15 Claude Code, Codex, OpenCode 2 8,473 tok
harbor-framework/skills Public agent skills catalog for Harbor 15 Claude Code, Codex, OpenCode 2 654 tok
rudraptpsingh/figbridge rudraptpsingh.github.io Figma → Code (HTML/CSS/Tailwind/tokens), read by any AI agent via MCP. Free, local, no Dev 15 Claude Code, Codex, OpenCode 3 3,570 tok
Automattic/radical-pipelines automattic.github.io Set of tools to orchestrate autonomous development pipelines 15 Claude Code, Codex, OpenCode 2 1,265 tok
claude-code-expert/carve-harness Harness Engineering for Project 15 Claude Code, Codex, Cursor, OpenCode 43 2,558 tok
ZeroZ-lab/gm-skills 15 Claude Code, Codex, OpenCode 2 1,128 tok
Toadoum/ai-research-skill 15 Codex, OpenCode 1 224 tok
zama-ai/sdk TypeScript SDK for confidential FHE smart contracts on Zama Protocol 15 Claude Code, Codex, OpenCode 2 1,194 tok
kucherenko/petropowers AI skills framework for petroleum engineering workflows, built on Superpowers foundation. 15 Claude Code, Codex, Gemini CLI, OpenCode 3 1,347 tok
dhy365-creator/codex-third-party-subagents Use third-party and Chinese model APIs as bounded Codex subagents while keeping Codex as t 15 Codex, OpenCode 1 518 tok
tteggu87/DocTology Obsidian-first LLM Wiki skill pack with ontology-ready bootstrap, canonical JSONL truth la 15 Codex, OpenCode 1 617 tok
s2-streamstore/tailsurf tail.surf Streaming gists for live work, build output, and agent conversations. 15 Codex, OpenCode 1 161 tok
mathruffian-dot/clasp-gas-skill A cross-agent clasp + Google Apps Script integration skill (Claude Code / ChatGPT App / op 15 Codex, OpenCode 1 403 tok
cobusgreyling/harness-foundry cobusgreyling.github.io Composable harness runtime for production agents — primitives, traces, evolution, outerloo 15 Codex, OpenCode 1 52 tok
hubzoid/hubzoid hubzoid.com Open-source platform for internal AI agents. Your team's knowledge, rules and tools once, 15 Codex, OpenCode 1 3,203 tok