How real projects configure their agents

44,931 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
0xiehnnkta/nemesis-auditor The Inescapable Auditor -- iterative deep-logic security audit agent for Claude Code 250 Claude Code 1 618 tok
romovpa/claudini arxiv.org Autoresearch for LLM adversarial attacks 250 Claude Code 2 1,257 tok
coconut-svsm/svsm COCONUT-SVSM 250 Codex, OpenCode 1 4,005 tok
erikdarlingdata/PerformanceStudio erikdarling.com Free, open-source SQL Server execution plan analyzer — cross-platform GUI + CLI with 30 an 250 Claude Code 1 —
OpenRouterLabs/spawn openrouter.ai Spawn any agent, on any cloud 250 Claude Code 8 930 tok
zacharyfmarion/openscad-studio openscad-studio.pages.dev Create 2D and 3D designs with AI 250 Claude Code, Codex, OpenCode 26 7,369 tok
DunCanYounG-1/auto-embedded Primary embedded development skills 250 Claude Code 1 1,675 tok
DaleSeo/korean-skills skills.sh 🇰🇷 Korean language skills for AI agents 250 Claude Code, Codex, OpenCode 2 2,745 tok
marianfoo/mcp-sap-docs 250 Claude Code, Codex, OpenCode 2 1,586 tok
vespo92/SolidworksMCP-TS Solidworks MCP using Typescript 250 Claude Code 1 567 tok
xiaosu19/QQ-Zone-Restore-Archive Cross-platform QQ Zone recovery and archiving tool: archives personal space content from s 250 Codex, OpenCode 1 1,797 tok
level09/readykit readykit.dev Production-ready Flask SaaS template with multi-tenancy, billing, and teams 249 Codex, OpenCode 1 2,225 tok
vendelieu/telegram-bot vendelieu.github.io Telegram Bot API wrapper with handy Kotlin DSL. 249 Codex, Cursor, OpenCode 15 467 tok
xucao-42/bilateral_normal_integration Official implementation of "Bilateral Normal Integration" (BiNI), ECCV 2022. 249 Claude Code, Codex, OpenCode 2 1,838 tok
langfuse/langfuse-docs langfuse.com 🪢 Open source agent evals & observability: Trace, evaluate, and improve LLM applications 249 Claude Code, Codex, OpenCode 7 9 tok
hypersocialinc/shots Claude Code/Agent Skill for making App Store screenshots with GPT Image 2 that you can upl 249 Claude Code 1 478 tok
ProgrammerAnthony/Expert-Coding-Harness Production-grade AI Agent skill set supporting AI Harness applications in enterprise devel 249 Claude Code, Cursor 25 —
vibeforge1111/dexscreener-cli-mcp-tool Visual Dexscreener terminal CLI + MCP scanner 249 Claude Code 1 1,032 tok
syabro/mdtask The spec-driven development system where specs and tasks live in your repo and never drift 249 Claude Code, Codex, OpenCode 2 713 tok
Esonhugh/pydoll-cf-waf-bypasser-skills An antibot WAF bypasser based on the pydoll framework, good at Cloudflare. Skills for bypa 249 Claude Code 1 —
fitchmultz/pi-agent-browser-native pi extension that exposes agent-browser as a native tool for browser automation 249 Codex, OpenCode 1 16,601 tok
lornshrimp/Lorn.NovelWriteSkills An AI writing asset library for long-form web fiction and novel workflows. Rather than a r 249 GitHub Copilot 7 13,967 tok
SNL-UCSB/paper-writing-skill sites.cs.ucsb.edu A Claude Code skill that encodes battle-tested editorial principles, section-specific rhet 249 Claude Code 1 1,252 tok
KonghaYao/peri docs.peri-code.dev Lightweight Rust Agent only use 50MB RAM, but Claude Code Plugin compatible, Dynamic Workf 249 Claude Code, Codex, OpenCode 11 2,085 tok
microsoft/AutoSaddler 249 GitHub Copilot 1 764 tok
pqpo/pragma pqpo.me Build portable agent teams across models and harnesses, with shared memory, skills, tools, 249 Codex, OpenCode 2 1,870 tok
estruyf/vscode-demo-time demotime.show A Visual Studio Code extension to help you script your demos 249 Claude Code, GitHub Copilot 3 2,096 tok
decolua/9remote 9remote.cc 📱 Terminal in Your Pocket — Control Claude Code, Codex, Gemini CLI & your Mac/Linux/Windo 248 Claude Code 1 1,510 tok
humanstack/vibe-coding-template Ultimate vibe coding full stack template with code context - Build better apps faster with 248 Codex, OpenCode 1 966 tok
jontsai/openclaw-command-center clawhub.ai 🤖 AI assistant command and control dashboard — Spawn more Overlords! 248 Codex, OpenCode 1 3,044 tok
bernardladenthin/BitcoinAddressFinder A high performance bitcoin address finder. 248 Claude Code 2 12,146 tok
RevylAI/app-explorer Map every screen and user path in a mobile app — interactive navigation maps with screensh 248 Claude Code 1 2,158 tok
scarletkc/vexor pypi.org A semantic search engine for files and code. 248 Claude Code, Codex, OpenCode 2 990 tok
feiskyer/codex-settings Curated skills, profiles, and config templates that supercharge Codex CLI — multi-model, d 248 Codex, OpenCode 1 1,302 tok
williamzujkowski/live-coding-music-mcp A Model Context Protocol (MCP) server that gives Claude direct control over Strudel.cc for 248 Claude Code 1 14,346 tok
ghaida/intent designwithintent.ai Design with Intent: A collection of specialized AI agents and skills for experience design 248 GitHub Copilot 1 10,724 tok
kingler/n8n_agent LLM based AI Agent for generating n8n agentic automation workflows from a one-shot text pr 248 Claude Code 1 964 tok
AgentOrchestrator/AgentBase Multi-agent orchestrator for tracking and analyzing AI coding assistant conversations (Cla 248 Claude Code, Codex, OpenCode 2 1,367 tok
entropyvortex/meta-llm-charter Compact operational charter that turns LLM coding agents into disciplined principal engine 247 Claude Code 4 578 tok
TheColliny/FableClaudeMDForOpus A Fable written Claude MD for Opus/Sonnet to give it some of the quality methodology that 247 Claude Code 1 1,403 tok
LAIJiangFeng/resume-builder Choose a template and edit your resume with one click. 247 Claude Code, Codex, OpenCode 8 782 tok
fazxes/Claude-code Claude Code is an agentic coding tool that lives in your terminal, understands your codeba 247 Claude Code 1 2,567 tok
bhavsec/autopentest-ai Agentic Pentesting MCP server that discovers, exploits, and reports web application vulner 247 Claude Code 1 29,523 tok
secondsky/claude-skills Production-ready skills for Claude Code CLI - Cloudflare, React, Tailwind v4, and AI integ 247 Claude Code, Codex, OpenCode 2 6,793 tok
agenticmail/agenticmail npmjs.com Email, SMS & phone-call infrastructure for AI agents — send and receive real email and tex 247 Claude Code, Codex, OpenCode 2 10,970 tok
uber/submitqueue SubmitQueue is a high-performance speculative merge queue that keeps your trunk consistent 247 Claude Code, Codex, OpenCode 3 10,397 tok
svd-ai-lab/sim-cli Turn any CAE files into structured text an agent can use 247 Claude Code, Codex, OpenCode 2 4,700 tok
smartcomputer-ai/agent-os Build autonomous AI agents! 🌞 247 Claude Code, Codex, OpenCode 2 2,402 tok
DobermanCore/Doberman-Core pypi.org Your AI's guard dog. Doberman sits at runtime, gating every input, output and tool call to 247 Claude Code, Codex, OpenCode 2 8,036 tok
PerryLink/dsh-auto-review npmjs.com Second-model AI auto-review for DeepSeek Harness approval requests: a read-only reviewer s 247 Codex, OpenCode 1 3,713 tok