How real projects configure their agents

32,137 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
mukul975/Threatswarm 27 scope-enforced AI agents that run the full pentest kill-chain (recon → exploit → post-e 78 Claude Code 5 4,171 tok
AgoraIO/skills The fastest way to build real-time Conversational AI and Voice Agents with Claude Code, Cu 78 Claude Code, Codex, OpenCode 2 1,762 tok
TOKTOKHAN-DEV/agent-company agent-company.site Create an automated organization with an AI Company 78 Claude Code, Codex, OpenCode 8 5,073 tok
jmagar/claude-homelab Comprehensive Agents, Commands, Hooks, and Skills for homelab service management - media a 78 Claude Code, Codex, Gemini CLI, OpenCode 3 6,390 tok
LudicDynamics/WorldLines worldlines.gg Agents for Role Play. Agents for Game. Agents as a Game. An orchestrator-agents engine for 78 Claude Code, Codex, OpenCode 2 906 tok
adamzhang1987/kingdee-k3cloud-mcp adamzhang1987.github.io Kingdee MCP Server (Kingdee K3Cloud MCP): Allows AI assistants such as Claude and Cursor t 78 Claude Code 1 501 tok
magnus919/agent-skills Curated collection of AI agent skills for Hermes and other agent frameworks 78 Claude Code, Codex, OpenCode 1 3,275 tok
JingxuanC/causal-memory Causal memory layer for AI agents — MCP server that records decision→outcome relationships 78 Claude Code 1 680 tok
runpod/runpod-mcp runpod-mcp.vercel.app 78 Claude Code 1 2,045 tok
AI4CreativityLab/Index.skill “Index.skill,” a personal knowledge management, updating, and interaction system based on 77 Claude Code 6 2,933 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
vaultys/VaultysClaw docs.vaultys.ai Zero-trust orchestration for millions of AI agents 77 Claude Code, GitHub Copilot 6 7,273 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
JBurlison/MetaPrompts Meta Prompting to generate AI instructions, agents, skills & prompts 77 Claude Code, Codex 5
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
simota/agent-skills simota.github.io 90 specialist AI agents + 3 project-local extensions for Claude Code / Codex CLI / Antigra 77 Claude Code, Codex, OpenCode 2 3,864 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
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
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
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
DROOdotFOO/raxol raxol.io raxol.io - one Elixir module, every surface. The terminal for your Gundam. 76 Claude Code 1 19,021 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, Codex 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
SebastianElvis/octopus The Claude Code frontend for ADHD developers. Dispatch board to run 50 sessions in paralle 76 Claude Code 1 2,497 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
jetyu/Snaptium snaptium.com A modern markdown AI note-taking application 76 Claude Code, Codex, Gemini CLI, OpenCode 3 1,567 tok
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
flupkede/codesearch Multi-repo semantic code search MCP server in Rust — hybrid vector + BM25 retrieval, tree- 76 Claude Code, Codex, OpenCode 3 2,117 tok
levi-qiao/longgraph-skill Long-horizon agent skill for Claude Code / Cursor / Codex / Grok Build — multi-task ledger 76 Claude Code, Codex, OpenCode 2 1,614 tok
supernovae-st/nika nika.sh Intent as Code | the workflow language for AI. One file, 4 verbs, one Rust binary. Local-f 76 Claude Code, Codex, OpenCode 14 1,547 tok
AMD-AGI/Apex Agents, and RL environment, for optimizing GPU kernels on AMD ROCm using LLM agents. Bench 76 Claude Code, Codex, OpenCode 2 19,966 tok
saifyxpro/ui-ux-design-pro-skill AI spairings, 150+ reasoning rules, CLI, and 18 platform templates. Works with Claude, Cur 76 Claude Code 1 618 tok