How real projects configure their agents

24,785 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
khairold/pibun 21 Claude Code, Codex 5 3,749 tok
topos-sh/topos topos.sh Behavior sharing for AI agents in teams — the topos CLI + self-hostable plane keep every a 21 Claude Code, Codex, OpenCode 2 1,503 tok
powersync-ja/agent-skills powersync.com Official agent skills for PowerSync 21 Claude Code, Codex, OpenCode 2 472 tok
paladini/mcp-me mcp-me.page Your AI assistants don't know who you are. mcp-me fixes that: a local MCP server that give 21 Codex, GitHub Copilot, OpenCode 2 1,577 tok
aiconnai/agentshield aiconnai.github.io 🛡️ Offline Rust security scanner for AI agent tools & MCP servers — MCP, Hermes Agent, Cr 21 Claude Code, Codex, OpenCode 2 7,575 tok
staticroostermedia-arch/engram glama.ai Geometric agent memory for Agents: 8-tool lean contract, harness injection at wake, sessio 21 Claude Code, Codex, OpenCode 2 3,188 tok
l22-io/orchard-mcp MCP server for Apple Calendar, Mail, and Reminders on macOS using native EventKit and Scri 21 Claude Code, Codex, OpenCode 2 1,070 tok
monkey2jack/aiduMEI aiduMEI⚕ Aidu Memory Engine Insight · General-purpose wisdom engine for agents — Excellent 21 Codex, OpenCode 1 1,538 tok
iurysza/android-use A CLI + SKILL for Android device automation built for agents and humans. 21 Codex, OpenCode 1 385 tok
hemanth/mcp-web-client mcphost.link A web-based client for connecting to MCP servers with OAuth support 21 Claude Code, Codex 1 —
Rushik-B/Clira tryclira.com Open-source AI chief of staff — manages email, calendar, reminders, and tools with human a 21 Claude Code, Codex, OpenCode 3 3,665 tok
flowercomputers/hivemind global agent memory and skill sharing 21 Codex, OpenCode 1 1,948 tok
GetStream/agent-skills Give your AI coding agent the ability to build, query, and manage Stream - Chat, Video, Fe 21 Codex, OpenCode 1 943 tok
11Yuxuanyang/seedance-viral-forge 11yuxuanyang.github.io Reusable AI video prompt skills for Seedance 2.0 / 即梦: product-selling scripts, merchant d 21 Claude Code, Codex, OpenCode 2 691 tok
zgbrenner/agentcounsel zgbrenner.github.io Open-source, AI-agnostic skills for legal teams. 21 Claude Code, Codex, Gemini CLI, OpenCode 3 3,839 tok
denysdovhan/agents A collection of custom skills for my workflows with AI-agents 21 Claude Code, Codex, OpenCode 2 528 tok
MarioZZJ/cc-notify-hooks mariozzj.github.io Agent response-waiting notification plugin (supports Claude Code, CodeX, DeepSeek Harness, 21 Claude Code, Codex, OpenCode 2 2,577 tok
Sensorica/nondominium sensorica.co Nondominium built on REA + Valueflows + Holochain is a distributed multi-agent system for 21 Claude Code, Codex, Gemini CLI, OpenCode 3 3 tok
Open-Harness/open-harness open-harness.github.io 21 Claude Code, Codex, OpenCode 5 6,022 tok
drasticstatic/tradingview-mcp-jackson TradingView Desktop MCP — Fortuna trading system working copy. Upstream: LewisWJackson/tra 21 Claude Code, Codex, OpenCode 2 4,393 tok
sunnyday-technologies/CADCLAW The testing framework CAD never had — automated validation, interference detection, and st 21 Codex, OpenCode 1 1,753 tok
Synter-Media-AI/mcp-server synterai.com Open-source MCP server for AI agents: read across 43 ad platforms, with verified write and 21 Claude Code, Codex, Gemini CLI, OpenCode 3 1,670 tok
linxule/interpretive-orchestration doi.org Human-AI partnership for interpretive qualitative research. A plugin for Claude Code, Code 21 Codex, OpenCode 1 1,158 tok
hilyfux/knowledge-graph Stop AI Coding from forgetting. A knowledge graph–driven memory layer for LLMs (ChatGPT, 21 Claude Code, Codex, OpenCode 2 1,190 tok
Boom-Vitt/claude-thai-business-skills 12 Claude Code skills for Thai SME business consulting — pricing waterfall, SME tax tier, 21 Codex, OpenCode 1 949 tok
icerain-cmd/humanities-superpowers icerain-cmd.github.io Structured research skills and quality gates for humanities scholars using AI agents. 21 Claude Code, Codex, OpenCode 2 524 tok
SigNoz/agent-skills signoz.io Agent skills for SigNoz 21 Claude Code, Codex, OpenCode 2 28 tok
reflex-dev/agent-skills Skills for developing with Reflex 21 Codex, OpenCode 1 477 tok
XiaoConstantine/sgrep xiaocui.me semantic grep 21 Codex, OpenCode 1 524 tok
HMAKT99/AKF akf.dev Trust metadata for AI agents — a stamp costs ~15 tokens, re-verifying costs 15,000. Agents 21 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 5 1,886 tok
AppliedIR/sift-mcp appliedir.github.io Valhuntir SIFT platform — MCP servers, gateway, Examiner Portal 21 Codex, OpenCode 1 2,844 tok
Clientell-Ai/salesforce-skills Salesforce development skills for AI coding agents - Apex, Flows, LWC, SOQL, security, dep 21 Claude Code, Codex, OpenCode 3 746 tok
jikig-ai/soleur soleur.ai The Company-as-a-Service platform. Build, ship, and scale -- powered by AI teams. 21 Claude Code, Codex, OpenCode 7 1,709 tok
juanklagos/spec-driven-development-template juanklagos.github.io Operational SDD framework with AI guidance, GitHub Spec Kit workflows, and MCP support. 21 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 6 4,865 tok
mondoohq/skillcheck skillcheck.run Scan your machine for malicious AI agent skills — supports Claude Code, OpenAI Codex, and 21 Codex, OpenCode 1 528 tok
krokoko/cairn AI readiness & verification toolkit — measure how ready your codebase is for autonomous AI 21 Claude Code, Codex, OpenCode 2 362 tok
seoskillsai/seo-skills-ai seoskillsai.com SEO Skills AI: Universal AI SEO Agent & Technical Optimization Suite across Claude Code, A 21 Claude Code, Codex, Cursor, OpenCode, Windsurf 4 2,614 tok
KenTaniguchi-R/ledgr Self-hostable, open-source personal finance app (AGPLv3) 21 Codex, OpenCode 1 2,736 tok
WingedGuardian/skyrimvr-claude-toolkit AI-assisted Skyrim modding environment for Claude Code. SE/AE/VR — ESP tools, safety hooks 21 Claude Code, Codex, OpenCode 22 15,069 tok
webdriverio/desktop-mobile Integration services for cross-platform testing with WebdriverIO 21 Claude Code, Codex, OpenCode 2 1,296 tok
getmunin/munin getmunin.com The customer platform for the agentic era. MCP-first, open source, self-hostable. 21 Claude Code, Codex, OpenCode 4 8,406 tok
wentf9/xops-cli wentf9.github.io A high-performance, cross-platform operations CLI tool based on Go. It integrates multi-ba 21 Codex, OpenCode 1 1,624 tok
shinshin86/vrm-expression-agent-harness 21 Codex, OpenCode 1 447 tok
rblalock/omakaseagent omakaseagent.com The chef's standard for AI agent work: twelve rules, a critique gate, and project memory. 21 Codex, OpenCode 1 205 tok
Q0916/community-webtoon-agent-kit A community webtoon production kit that conveys human intent and WHY to AI writers and edi 21 Codex, OpenCode 1 3,551 tok
pioneerdotai/pioneer getpioneer.dev Multiplayer harness where humans and AI agents work together and build on shared context. 21 Codex, OpenCode 1 2,130 tok
thomaswitt/mcp-agents npmjs.com MCP server that wraps the Claude Code and Gemini CLI so any MCP client (e.g. codex) can ca 21 Claude Code, Codex, OpenCode 2 5,186 tok
dimitrovakulenko/dwg-mcp-server dmytro-prototypes.net DWG file format access for AI via MCP. Connect DWG files to Claude, ChatGPT, Codex, Cursor 21 Codex, OpenCode 1 1,526 tok
Sivan757/dsh-agent-plugins-market npmjs.com One-stop skills, subagent, MCP and LSP manager for DeepSeek Harness (DSH) — compatible wit 21 Claude Code, Codex, OpenCode 3 2,415 tok
shiaho777/andmx Android-native AI coding agent (AndMX) 21 Codex, OpenCode 1 802 tok