How real projects configure their agents

31,984 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
openbraid/braid Mission control for your agent swarm — know which agent is working, which is stuck, and wh 9 Claude Code, Codex, OpenCode 2 1,611 tok
compozy/gograph Go Codebase Graph Analyzer 9 Claude Code, Gemini CLI 2 3,092 tok
sourjya/kiro-rails Steering files, hooks, and workflow scripts that give Kiro AI coding agent persistent engi 9 Claude Code 34
xiaomingleng/Chinese-New-Year-Skills 9 Claude Code 1
zelixag/ai-memex-cli zelixag.github.io Your AI agents, finally with a memory that compounds. AI Memex turns chats, documents, re 9 Claude Code, Codex, OpenCode 16 5,198 tok
suntay44/plannable Plannable is a Spec-Driven Development planning CLI for AI coding agents. It creates a MAS 9 Claude Code, Codex, Cursor, OpenCode 11 412 tok
fusebase-dev/fusebase-flow ai-dev.thefusebase.com The framework client-facing teams use to build internal & client apps with AI. Two agents 9 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 74 3,466 tok
jackofall1232/l00prite a vendor-neutral runtime protocol for autonomous AI coding agents persistent memory, execu 9 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 11 7,521 tok
Cars-10/windchill-mcp-server Test bed for a MCP server for Windchill. Running in Docker 9 Claude Code 1 3,808 tok
meAmitPatil/calendly-mcp-server Open source calendly mcp server 9 Claude Code 1 1,448 tok
badsectorlabs/ludus-skills docs.ludus.cloud [GITLAB MIRROR] AI agent skills Ludus cyber ranges 9 Claude Code, Codex, OpenCode 3 926 tok
ultrathink-art/agentbrush Image editing toolkit for AI agents. Agent Skills compatible. 9 Claude Code 1 523 tok
AnExiledDev/CodeForge codeforge.core-directive.com Drop-in DevContainer that transforms any project into an AI-powered development environmen 9 Claude Code 1 344 tok
224-Industries/webflow-skills 224industries.com.au Webflow Agent Skills by 224 Industries 9 Claude Code, Codex, OpenCode 2 914 tok
P2ERGmbH/agentic-coding A set of skills and AGENTS.md file to help boostrap Next.js development 9 Claude Code, Codex, OpenCode 14 3,896 tok
yehyakin/hermes-skills Hermes Agent Skills - A collection of skills for e-commerce livestreaming (competitor anal 9 Claude Code, Codex, OpenCode 2 287 tok
adamdroberts/agent-skills 9 Claude Code, Gemini CLI 2
quzhi1/HistoryAgentSkills Use Agent Skills to search history source and answer questions 9 Claude Code, Codex, OpenCode 4 1,219 tok
orchestra-hq/orchestra-skills Repository of Agent Skills for Orchestra 9 Claude Code, Codex, OpenCode 1 3,148 tok
ArianHobson333/claude-bug-bounty-stack Complete Claude Code setup for bug bounty hunting — 99 skills, 22 slash commands, 10 agent 9 Claude Code 1 500 tok
HaasStefan/skills-lint haasstefan.github.io A Linter for Agent Skills with Token Budget Rules 9 Claude Code, Codex 3
notnotype/llmlint Lint and polish LLM-generated Chinese text: locate AI writing tells with rules, fix them w 9 Claude Code, Codex, OpenCode 2 4,736 tok
CaseyLabs/kc-secure-repo-template Security-hardened GitHub repository template, designed to prevent supply-chain attacks. In 9 Claude Code, Codex, OpenCode 2 1,591 tok
CarbeneAI/Forge carbene.ai Open-source AI operations platform built on Claude Code. 107 skills, 27 agents, security b 9 Claude Code 1 1,720 tok
edimuj/vexscan Security scanner for AI agent plugins, skills, MCPs, and configurations. Detects prompt in 9 Claude Code 1
timothywarner-org/copilot-memory-store techtrainertim.com Local JSON memory store for context engineering with GitHub Copilot and MCP clients. Inclu 9 Claude Code, GitHub Copilot 2 632 tok
100yenadmin/boardstate 100yenadmin.github.io Your dashboard is data. Any AI can build it; any human can edit it. A protocol + runtime f 9 Claude Code, Codex, OpenCode 3 2,557 tok
NimbleBrainInc/upjack upjack.dev Declarative AI-native application framework — schema-driven entities, Markdown skills, MCP 9 Claude Code 1 2,010 tok
marianfoo/sap-api-policy-skill Agent skill (npx skills) for evidence-based SAP API Policy alignment assessments — sourced 9 Claude Code, Codex, OpenCode 2 1,357 tok
jayelbotvibe-web/hermes-pentest-lab jayelbotvibe-web.github.io AI-orchestrated, Kali-native pentesting lab: an MCP tool-server with scope/VPN/rate/audit 9 Claude Code 1 1,683 tok
Vasallo94/obsidian-mcp-server Vault-native MCP server for Obsidian: let Codex, Claude Code, Hermes, and other agents rea 9 Claude Code, Codex, GitHub Copilot, OpenCode 11 4,340 tok
numikel/kprun kprun.michalsk.pl Stop storing API keys in mcp.json and shell profiles. kprun solves this by keeping secrets 9 Claude Code, Cursor 2 2,080 tok
MSApps-Mobile/claude-plugins msapps.mobi 29 free, open-source plugins for Claude Code & Cowork — Google Drive, WhatsApp, YouTube, W 9 Claude Code 1 556 tok
ImmuneFOMO/fetchira Free web search, page reading, deep research and image generation for your coding agent - 9 Claude Code 1 1,321 tok
refined-element/lightning-enable-mcp MCP server enabling AI agents to make Lightning Network payments 9 Claude Code 4 1,018 tok
keugenek/krea-mcp krea.ai MCP server for Krea.ai - Generate stunning AI images & videos with Flux, Hailuo, Runway, K 9 Claude Code, Codex, GitHub Copilot, OpenCode 3 187 tok
mehmetbaykar/swift-fast-mcp The fastest way to build MCP servers in Swift. 9 Claude Code 2
sjarmak/agent-workflows Superseded by coding-agent-workflows. Twenty-one experimental multi-agent workflow skills 9 Claude Code, Codex, OpenCode 2 1,005 tok
alaimo-labs/ai-first-skills alaimolabs.com Agent Skills for AI-First Product Management and Product Building 9 Claude Code, Codex, OpenCode 2 3,114 tok
paultyng/ideate One home for every idea — local-first macOS desktop app for tracking work-in-flight with l 9 Claude Code, Codex, OpenCode 2 7,939 tok
h3rb3rn/moe-sovereign moe-sovereign.org Self-hosted Compound AI System for sovereign environments. Features token-saving complexit 9 Claude Code, Codex, OpenCode 2 2,278 tok
bonnard-data/mcp-charts bonnard.dev Add agent-ready, interactive charts to your MCP server in a few lines. 9 Claude Code 1 1,164 tok
NAJEMWEHBE/unreal-ai-connection Drive Unreal Engine 5.7 from any MCP client — 143 editor-automation tools (inspect, author 9 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,605 tok
AI45Lab/SentrySkills LLM-native skill package that teaches agents to protect themselves 9 Claude Code 1 11 tok
davidsmorais/mcpocket Your AI setup. Everywhere you work. Syncs Claude Code agents, skills, plugins, and MCPs ac 9 Claude Code, Codex, OpenCode 3 90 tok
supernova-labs/agent-smith A Claude Code plugin that architects, creates, reviews, audits, and manages skill layers f 9 Claude Code 1 462 tok
benshapyro/cadre-devkit-claude Cadre team development kit for Claude Code - quality gates, security hooks, workflow comma 9 Claude Code 1 1,312 tok
xiaolai/echo-sleuth-for-claude Claude Code plugin: Mine past conversations for decisions, mistakes, patterns, and wisdom 9 Claude Code 1 1,105 tok
alrightryanx/claude-shadow Claude Code plugin - Get push notifications on your phone when Claude Code needs input. Ap 9 Claude Code 1 2,332 tok
maxmart/eclipse-mcp-server Eclipse IDE plugin exposing workspace operations to Claude Code via MCP 9 Claude Code 1 775 tok