How real projects configure their agents

43,608 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
apvlv/davinci-resolve-mcp A Model Context Protocol (MCP) server for interacting with DaVinci Resolve and Fusion 77 Codex, OpenCode 1 823 tok
valory-xyz/trader AI agent for trading on prediction markets (specifically, Omen on Gnosis and Polymarket on 77 Claude Code 1 3,071 tok
tuirk/Kompl A compounding LLM-wiki, best fit as a personal second brain that organizes and updates its 77 Codex, OpenCode 1 1,732 tok
vaultys/VaultysClaw docs.vaultys.ai Zero-trust security for millions of AI agents 77 Claude Code, GitHub Copilot 6 7,554 tok
DROOdotFOO/raxol raxol.io raxol.io - one Elixir module, every surface. The terminal for your Gundam. 77 Claude Code 1 19,556 tok
allisoneer/agentic_auxilary A collection of software tools to aid myself (and optionally others) in improved agentic a 77 Claude Code 2 3,566 tok
codenamev/ai-software-architect AI-powered architecture documentation framework with ADRs, reviews, and pragmatic mode. No 77 Claude Code, Codex, OpenCode 3 4,403 tok
basilisk-labs/agentplane agentplane.org 🛩️ Git-native workflow control for coding agents: approved plans, verification, and revie 77 Codex, OpenCode 1 9 tok
JBurlison/MetaPrompts Meta Prompting to generate AI instructions, agents, skills & prompts 77 Claude Code, Codex 5
fengzhizi715/OpenVitamin OpenVitamin is a local-first AI execution platform that unifies Agents, Workflows, and mul 77 Codex, OpenCode 1 1,520 tok
bottobot/touchdesigner-mcp-server npmjs.com TouchDesigner Documentation MCP Server v2.6.1 - FIXED Python API tools! Features 629 opera 77 Claude Code 24
spacedock-dev/spacedock Zero-dep agent workflows with structured approval gates and adversarial review. 77 Claude Code, Codex, OpenCode 2 503 tok
kivo360/OmoiOS omoios.dev Turn feature specs into merged PRs with a self-supervising swarm of coding agents — parall 77 Claude Code, Codex, Cursor, OpenCode 31 6,385 tok
Productfculty-aipm/PM-Copilot-by-Product-Faculty maven.com PM Copilot: 65+ framework-grounded PM skills across 12 domains, 17 command-based workflows 77 Claude Code 1 1,191 tok
rolecraft-sh/rolecraft rolecraft-sh.github.io The security-first skill manager for AI agents — every install runs a security scan. Manag 77 Codex, OpenCode 1 845 tok
SebastianElvis/octopus The Claude Code frontend for ADHD developers. Dispatch board to run 50 sessions in paralle 77 Claude Code 1 2,497 tok
sebastienrousseau/dotfiles doc.dotfiles.io Cross-platform dotfiles (macOS/Linux/WSL) managed by chezmoi — bash·zsh·fish·nushell parit 77 Claude Code, Codex, OpenCode 2 2,313 tok
flupkede/codesearch Multi-repo semantic code search MCP server in Rust — hybrid vector + BM25 retrieval, tree- 77 Claude Code 1
psyb0t/docker-stealthy-auto-browse ciprian.51k.eu Stealth browser automation that actually works. Runs Camoufox (custom Firefox) in Docker w 77 Claude Code 1
gominimal/minimal minimal.dev Build Software You Can Trust. Isolated, reproducible development environments and a secure 77 Claude Code, Codex, OpenCode 2 4,157 tok
AsyrafHussin/agent-skills Skills for AI coding agents — Laravel, PHP, React, TypeScript, testing, security, and code 77 Claude Code, Codex, OpenCode 2 538 tok
tecnologicachile/mail-mcp Secure IMAP/SMTP/EWS/Graph API MCP server in Rust — Microsoft 365, Hotmail, Gmail, Zoho, O 77 Codex, OpenCode 1 1,919 tok
rysweet/amplihack rysweet.github.io Framework for agentic coding supporting many popular agent coding tools. 77 Claude Code 7
zhaono1/agent-playbook 77 Claude Code 1 370 tok
saifyxpro/ui-ux-design-pro-skill AI spairings, 150+ reasoning rules, CLI, and 18 platform templates. Works with Claude, Cur 77 Claude Code 1 618 tok
murray17/rovai-ai Give your AI agents lasting roles, a shared Camp, and a journey together — then let them g 77 Codex, OpenCode 1 733 tok
luohoa97/cordial luohoa97.github.io Open-source Roblox runtime for Linux. Cordial runs the Roblox client natively, no Wine, no 77 Claude Code, Codex, OpenCode 2 10,058 tok
dralkh/iktinah Zotero AI plugin Research assistant for Zotero 9. Chat with your library, run federated sc 77 Codex, OpenCode 1 11,896 tok
vanillagreencom/kendex kendex.ai Package manager for agents, skills, hooks, and extensions. Author once, install on every h 76 Claude Code, Codex, GitHub Copilot, OpenCode 53 5,134 tok
twelvedata/mcp twelvedata.com Twelve Data MCP (Model Context Protocol) Server provides seamless, real-time access to fin 76 Claude Code 1 1,946 tok
TechNickAI/openclaw-config Give your AI assistant memory, skills, and autonomy. Persistent memory, integration skills 76 Claude Code, Codex, OpenCode 6 816 tok
vstorm-co/pydantic-ai-todo vstorm-co.github.io Task Planning and Tracking toolset for Pydantic AI agents, enabling hierarchical task mana 76 Claude Code, Codex, OpenCode 2 924 tok
XiaoYiWeio/deepsafe-scan Universal preflight security scanner for AI coding agents — Detects hooks injection, crede 76 Claude Code, Codex, Cursor, OpenCode 3 1,625 tok
melagiri/code-insights code-insights.app Turn your AI coding sessions into knowledge. 76 Claude Code 11 2,095 tok
Second-Inc/second docs.second.so The factory for custom internal software, purpose-built for human2agent work. 76 Claude Code, Codex, OpenCode 2 2,623 tok
utensils/claudette utensils.io Claude's missing better half — a companion tool for Claude Code usage. 76 Claude Code, Codex, GitHub Copilot, OpenCode 13 9,986 tok
tomascupr/sous-chef Claude orchestrates and reviews; Sonnet, Codex, GLM, or Grok implements. A Claude Code plu 76 Claude Code, Codex, OpenCode 2 563 tok
9thLevelSoftware/legion Multi-CLI plugin that orchestrates 49 AI agent personalities (start → plan → build → revie 76 Claude Code, Codex, OpenCode 2 7,747 tok
raia-live/amfs sense-lab.ai Continual Learning for AI agents, helping your agents self-improve with every run 76 Claude Code 1 2,260 tok
mapbox/mapbox-agent-skills 76 Codex, OpenCode 1 823 tok
StarRocks/starrocks-debug-skills The official repository for StarRocks debug skills. Includes structured workflows and case 76 Claude Code 1
AlexPl292/awesome-claude-spinners A curated list of spinner verb packs for Claude Code 76 Claude Code 1 123 tok
netresearch/agent-rules-skill Agent Skill for generating AGENTS.md files following the agents.md convention | Claude Cod 76 Claude Code, Codex, OpenCode 2 682 tok
ericgandrade/claude-superskills 18 Universal AI Skills for Claude Code, GitHub Copilot & 6 more platforms. Meta/orchestrat 76 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 8,395 tok
Jovancoding/Network-AI network-ai.org Traffic light for AI Agents and TypeScript/Node multi-agent orchestrator with shared state 76 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,541 tok
Apra-Labs/apra-fleet AI agents that write code, review each other's work, and coordinate across your machines 76 Claude Code, Codex, OpenCode 11 5,940 tok
uussnn/second-brain Autonomous AI Agent Skill for Google AI Edge Gallery - self-evolving, 100% offline 76 Gemini CLI 1 329 tok
mykpono/ultimate-seo-geo lab.mykpono.com The definitive SEO + GEO skill for Claude. Full site audits with scored findings, AI searc 76 Codex, GitHub Copilot, Gemini CLI, OpenCode 3 8,324 tok
MikkoParkkola/trvl mikkoparkkola.github.io Travel MCP server + CLI for AI assistants — flights, hotels, trains, cars, ferries, price 76 Claude Code, Codex, OpenCode 3 12,959 tok
arthjean/paneflow paneflow.dev Cross-platform GPUI app for parallel coding agents. 76 Claude Code, Codex, OpenCode 2 3,236 tok