How real projects configure their agents

43,579 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
r1c7/CluxMate AI coding agent with one Python core and three front-ends — headless CLI, Textual TUI, and 151 Claude Code, Codex, OpenCode 1 13,609 tok
tetsuo-ai/voice_clone_lab Clone a voice from a few minutes of audio and generate speech locally — Qwen3-TTS fine-tun 150 Codex, OpenCode 1 895 tok
szymdzum/browser-debugger-cli npmjs.com CLI tool for agents to quickly access browser telemetry (DOM, network, console) via Chrome 150 Claude Code 2 1,817 tok
AiTerminalFoundation/ai-terminal ai-terminal.dev Your AI mate into your favourite terminal 150 Codex, GitHub Copilot, OpenCode 2 2,344 tok
Dicklesworthstone/ultimate_mcp_client Async Python client for the Model Context Protocol with interactive CLI and reactive Web U 150 Codex, OpenCode 1 426 tok
CodeGuide-dev/codeguide-starter-fullstack codeguide.dev Boilerplate built for AI coding agents, tools, CLI 150 Claude Code 1 621 tok
Nyrok/flompt flompt.dev flow + prompt = flompt - Visual AI Prompt Builder. Decompose, edit as flowchart, recompile 150 Claude Code 1 6,460 tok
qwedsazxc78/ai-automation-n8n AI automation — automate tasks using n8n and AI agents. 150 Claude Code 1 1,417 tok
disler/quick-data-mcp Prompt focused MCP Server for .json and .csv agentic data analytics for Claude Code 150 Claude Code 3
YV17labs/GhostDesk yv17labs.com Give any AI agent a full desktop — it sees the screen, clicks, types, and runs apps like a 150 Claude Code, Codex, OpenCode 2 9,072 tok
Margin-Lab/evals marginlab.ai Fast, robust, configurable agent evals 150 Claude Code, Codex 3
aaif-goose/goosetown Steampunk geese run a parallel processing commune. Surprisingly effective. 150 Claude Code, Codex, OpenCode 13 1,254 tok
BV-Venky/excalidraw-architect-mcp Turn your architecture into a living, queryable knowledge graph - and render it as beautif 150 Claude Code, Codex 2
helpfeel/cosense-cli Release repository for the CLI and Agent Skill for reading, researching, and editing Cosen 150 Claude Code, Codex, OpenCode 2 729 tok
byt3bl33d3r/figaro Orchestrate fleets of Claude Code & Claude Computer Use agents across containers, VMs, and 150 Claude Code 1 9,069 tok
AnastasiyaW/codex-claude-code-config Claude Code, Codex, and multi-agent configuration system: principles, hooks, skills, and w 150 Claude Code, Codex, OpenCode 2 9,970 tok
Makio64/threejs-cinematic-world-zoom cinematic-zoom.vercel.app A cinematic zoom on places in the world 150 Claude Code, Codex, OpenCode 2 2,609 tok
amplitude/builder-skills Open-source AI skills for product managers — battle-tested by PMs at Amplitude. 150 Codex, OpenCode 1 1,695 tok
RailtownAI/railtracks docs.railtracks.org An agentic framework that helps developers build resilient agentic systems 150 Claude Code, Codex, GitHub Copilot, OpenCode 4 5,747 tok
guia-matthieu/clawfu-skills clawfu.com 172 expert marketing skills for AI agents — ClawFu MCP Server 150 Claude Code 1 2,660 tok
SpecterOps/ConfigManBearPig Python collector for adding SCCM attack paths to BloodHound with OpenGraph 150 Claude Code, Codex, OpenCode 4 3,492 tok
buer2233/ai-api-test-skill AI API test automation Skill: for Python + pytest + requests, driving Codex / Claude Code 150 Claude Code, Codex, OpenCode 4 3,958 tok
open-mercato/skills openmercato.com Enterprise AI Engineering skills we coined at Open Mercato (800k+ lines of code ERP built 150 Codex, OpenCode 1 3,576 tok
Dynatrace/dynatrace-for-ai dynatrace.com Skills, prompts, and instructions for building AI agents on top of Dynatrace production co 150 Claude Code 1 182 tok
cacity/VideoHub videohub.my VideoHub is a local multi-platform video processing and intelligent editing tool supportin 150 Claude Code, Codex 12
netdevops/hier_config hier-config.readthedocs.io Hierarchical Configuration 150 Claude Code, Codex, GitHub Copilot, OpenCode 6 2,245 tok
Sstobo/Claude-Code-Game-Master Total conversion for Claude Code. Use RAG and the RPG ruleset apis to play a persistent ad 149 Claude Code, Codex, OpenCode 37 5,757 tok
cablate/llm-atomic-wiki An extension of Karpathy's LLM Wiki pattern: atom layer, topic-branches, two-layer Lint. D 149 Claude Code 1 2,741 tok
weibaohui/kom kom is a tool for Kubernetes operations, providing an SDK-level wrapper for kubectl and cl 149 Claude Code, Codex 10
Intelligent-Internet/CommonGround From isolated agents to shared work 149 Claude Code, Codex, OpenCode 3 925 tok
Lianues/Lim-Code A powerful VS Code AI coding assistant 149 Codex, OpenCode 1 319 tok
yezannnnn/agentGroup A four-AI professional collaboration framework: design + development + testing + managemen 149 Claude Code 1
vystrcild/claude_code_journaling A set of prompts and agents that process daily journal entries 149 Claude Code 5
everettjf/liney liney.dev Liney is a native macOS terminal workspace built with AppKit, SwiftUI, and Ghostty, design 149 Claude Code, Codex, OpenCode 2 1,592 tok
regenrek/peky peky.ai All your AI Agents like Claude Code, Codex CLI in a single TUI to keep things organized. 149 Codex, OpenCode 2 898 tok
allthingsida/ida-cmake Simple CMake files for the IDASDK 149 Claude Code 1
serpro69/claude-toolbox serpro69.github.io Minimal by design, explicitly multi-lang, production-ready and battle-tested collection of 149 Claude Code, Codex, OpenCode 3 6,329 tok
opensearch-project/opensearch-mcp-server-py 149 Codex, OpenCode 1 376 tok
pgplex/pgconsole pgconsole.com Minimal Postgres editor for speed, collaboration, and AI 149 Claude Code 4
hanamizuki/solopreneur Skills and agents for solopreneurs — ship, review, debug, and think through problems with 149 Claude Code 1 1,531 tok
liebaojun/MakoCode MakoCode — Mozi Edition Agent | Galgame-style desktop AI Agent for experiencing the fun of 149 Claude Code, Codex 3 2,535 tok
Larens94/codedna larens94.github.io A lightweight annotation standard that helps AI agents navigate codebases faster, with few 149 Claude Code, Codex, OpenCode 3 5,888 tok
DjangoPeng/agentic-ai A production-validated OpenClaw + Claude Code practical knowledge base covering production 149 Claude Code 1 3,043 tok
selmakcby/knowledge-pipeline Terminal-vibe sunum + LLM-Wiki skill'i. Ham sohbetleri, şemayla disipline edilen büyüyen b 149 Claude Code 1 1,460 tok
wellwelwel/lagune lagune.ai 🌊 Lagune is your security copilot as you build, your Blue Team when you audit, whether yo 149 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 2,636 tok
NomaDamas/AutoRAG-Research Automate your RAG research 148 Claude Code, Codex, OpenCode 31 2,930 tok
mraza007/echovault Local-first memory for coding agents. Decisions, bugs, and context stored as Markdown, ind 148 Claude Code, Codex, OpenCode 3 411 tok
bjgreenberg/senior-engineering-partner A stack-agnostic Claude Code skill: strict code reviewer, pair programmer, debugger, and m 148 Claude Code 1 866 tok
nkmr-jp/prompt-line Prompt Line is a macOS app developed to improve the prompt input experience in the termina 148 Claude Code 1 4,023 tok
osama-raddad/FireCrasher osama-raddad.github.io FireCrasher is a Uncaught Exceptions recovery library for android 148 Claude Code, Codex, OpenCode 6 1,875 tok