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
P0lar1zzZ/Ombre-Brain For Claude. 157 Claude Code 2 —
qufei1993/cc-weixin Connect WeChat to Claude Code via official iLink Bot API. Send and receive text, imag 157 Claude Code 1 938 tok
GabrielOnDelphi/Delphi-LightSaber gabrielmoraru.com Lots and lots of "goodie" functions and 70 visual controls. More than 15 years of developm 157 Claude Code 1 —
tarampampam/microcheck 🧪 Lightweight health check utilities for Docker containers 157 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,378 tok
ambient-code/agentready ambient-code.github.io Repo Optimizer: Assess git repositories for AI-assisted development readiness. Submit your 157 Claude Code, Codex, OpenCode 18 620 tok
teunlao/swift-ai-sdk swift-ai-sdk-docs.vercel.app Unified AI SDK for Swift, bringing the power of Vercel AI SDK to Apple platforms 157 Claude Code, Codex, OpenCode 3 1,250 tok
BRO3886/rem rem.sidv.dev A powerful ai-native CLI tool for macOS Reminders app 157 Claude Code, Codex, OpenCode 5 2,957 tok
shunk031/dotfiles 💻 My dotfiles powered by chezmoi; built around Rust-based tools (sheldon/starship/mise, e 157 Claude Code, Codex, GitHub Copilot, OpenCode 3 902 tok
YV17labs/GhostDesk yv17labs.com Give any AI agent a full desktop — it sees the screen, clicks, types, and runs apps like a 157 Claude Code, Codex, OpenCode 2 9,685 tok
liangdabiao/llm-wiki ruan-wiki.348349.xyz Based on the [Karpathy llm-wiki] methodology, continuously build and maintain your persona 157 Claude Code 4 —
SpecterOps/ConfigManBearPig Python collector for adding SCCM attack paths to BloodHound with OpenGraph 157 Claude Code, Codex, OpenCode 4 3,492 tok
EliranG/claude-duet npmjs.com Two devs, one Claude. Share a Claude Code session in real-time with E2E encryption. 157 Claude Code 1 26 tok
arcboxlabs/linkcode linkcode.ai Open-source alternative to Codex App / Workbuddy, supporting Codex, Claude Code, OpenCode, 157 Claude Code, Codex, OpenCode 19 5,167 tok
yomidenzel/BOS Business Operating System — Transforme Claude en COO personnel. 10 skills IA spécialisés p 157 Claude Code 11 6,368 tok
askie/grix grix.im Grix : Work with agents like talking to people. 157 Claude Code, Codex, OpenCode 5 525 tok
thsrite/configflow A Web tool for configuring subscriptions, nodes, rules, and more through a Web interface, 157 Claude Code, Codex, OpenCode 2 167 tok
UiPath/coder_eval coder-eval.com Playwright for coding agents. Test that your skills, MCP servers, and CLIs actually work w 157 Claude Code 1 4,843 tok
realZachi/shotluma shotluma.com Open-source, local-first AI App Store screenshot editor. 157 Claude Code, Codex, OpenCode 2 610 tok
whanyu1212/gem-dota whanyu1212.github.io Python replay parser for Dota 2 157 Claude Code, Codex, OpenCode 2 10,979 tok
mweinbach/agent-coworker Terminal-first coworker agent (Bun + OpenTUI) 157 Claude Code, Codex, Gemini CLI, OpenCode 15 2,345 tok
NextWeb4/yaml-proxy-editor nextweb4.github.io Tauri, React, and TypeScript desktop workbench for local Clash/OpenClash/Mihomo YAML editi 156 Codex, OpenCode 1 1,444 tok
dcostenco/prism-coder synalux.ai Persistent session memory for AI coding agents — local-first, with on-device inference, as 156 Claude Code, Gemini CLI 3 101 tok
Damages9/AIRP_ClaudeCode 156 Claude Code 2 8,266 tok
zeuikli/claude-code-workspace 156 Claude Code 39 715 tok
noemuch/bridge Design in Figma with Claude Code. Bridge connects your terminal to the Figma Plugin API vi 156 Claude Code 1 1,174 tok
AratKruglik/claude-laravel 156 Claude Code 45 473 tok
buckle42/claude-code-remote Use Claude Code from your phone — or anywhere — over a secure VPN connection. 156 Claude Code 1 898 tok
Alex8791-cyber/cognithor cognithor.ai Cognithor · Agent OS: Local-first autonomous agent operating system. 19 LLM providers, 18 156 Claude Code, Cursor 2 2,552 tok
andrew-yangy/gru-ai Autonomous AI agent team for one-man companies. Context engineering + harness engineering 156 Claude Code 26 1,254 tok
zeke/agents.md My global instructions for AI agents like OpenCode 156 Codex, OpenCode 1 3,356 tok
nwiizo/ccswarm Multi-agent orchestration system using Claude Code with Git worktree isolation and special 156 Claude Code, Codex, OpenCode 7 2,636 tok
hanamizuki/solopreneur Skills and agents for solopreneurs — ship, review, debug, and think through problems with 156 Claude Code 1 1,531 tok
bergside/design-md-figma figma.com Figma plugin that extracts local style guidelines and generates DESIGN.md and SKILL.md fil 156 Claude Code, Codex 1 —
frozenpepper/deepseek-and-destroy 156 Claude Code 1 363 tok
brevdev/workshop-build-an-agent 156 Claude Code, Codex, OpenCode 15 832 tok
chattermate/chattermate.chat chattermate.chat Open-source AI customer support chatbot with human handoff — omnichannel inbox (web, Whats 156 Claude Code 1 —
daiemon12/catia-v5-mcp-server CATIA V5 MCP Server - Control CATIA V5 with AI via Model Context Protocol 156 Claude Code 2 —
manor-os/manor-ai manorai.xyz Source-available, self-hosted AI agent workspace for small businesses and lean teams — wit 156 Codex, OpenCode 11 811 tok
toolprint/hypertool-mcp toolprint.ai Dynamically expose tools from proxied servers based on an Agent Persona 155 Claude Code 5 1,912 tok
Gerstep/HumanCompiler Compile humans into AI agents — a Claude Code plugin that conducts deep behavioral intervi 155 Claude Code 1 240 tok
azalio/map-framework Plan-then-build AI coding for Claude Code & Codex CLI — you approve the plan before the mo 155 Claude Code, Codex, OpenCode 44 1,605 tok
paulpreibisch/AgentVibes 🎭 TTS for Claude Code 155 Claude Code, Codex, GitHub Copilot, OpenCode 6 4,431 tok
sheawinkler/ContextLattice contextlattice.io The local-first intelligence layer that gives AI agents durable continuity, explainable re 155 Codex, OpenCode 1 687 tok
BjornMelin/docmind-ai-llm DocMind AI is a powerful, open-source Streamlit application leveraging LlamaIndex, LangGra 155 Codex, OpenCode 1 5,757 tok
tetsuo-ai/voice_clone_lab Clone a voice from a few minutes of audio and generate speech locally — Qwen3-TTS fine-tun 155 Codex, OpenCode 1 895 tok
UHolli/ai-website-cloner AI website cloner for rebuilding live websites with AI coding agents 155 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 6 2,623 tok
Nyrok/flompt flompt.dev flow + prompt = flompt - Visual AI Prompt Builder. Decompose, edit as flowchart, recompile 155 Claude Code 1 6,460 tok
AppThreat/vulnerability-db appthreat.com Vulnerability database and package search for sources such as Linux, OSV, NVD, GitHub and 155 Codex, OpenCode 1 2,842 tok
serpro69/claude-toolbox serpro69.github.io Minimal by design, explicitly multi-lang, production-ready and battle-tested collection of 155 Claude Code, Codex, OpenCode 3 6,979 tok
getmockd/mockd mockd.io High-performance, multi-protocol mock server. HTTP, WebSocket, gRPC, MQTT, SSE, GraphQL, S 155 Claude Code, GitHub Copilot, Cursor 3 4,525 tok