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
Soul-Brews-Studio/arra-oracle-v3 Oracle v2 - MCP Memory Layer with semantic search, philosophy, and knowledge management 89 Claude Code, Codex, OpenCode 17 8,313 tok
AeonusOvO/claude-dock-control-panel Open-source Windows desktop control panel: unified management of PowerShell, Claude Code, 88 Codex, OpenCode 1 815 tok
drpedapati/sciclaw sciclaw.dev Paired-scientist AI assistant for reproducible research — lightweight Go runtime, lifecycl 88 Codex, OpenCode 2 93 tok
dennisonbertram/lgrep Local semantic code search CLI with multi-language support 88 Claude Code, Codex, OpenCode 2 2,150 tok
UncertaintyArchitectureGroup/The-Subprime-Code-Crisis Independent research synthesis on AI-assisted software delivery risk: how local code-gener 88 Codex, OpenCode 1 5,090 tok
alchemyplatform/alchemy-mcp-server Alchemy's official MCP Server. Allow AI agents to interact with Alchemy's blockchain APIs. 88 Claude Code 2 556 tok
dazuiba/handoff Delegate tasks to DeepSeek right inside your Claude Code / Codex sessions. 88 Claude Code 1 763 tok
robertguss/bmad_automated A CLI tool for automating BMAD-METHOD development workflows with Claude Code. 88 Claude Code 1 512 tok
the-void-ia/void-box voidplatform.ai Composable agent runtime with enforced isolation boundaries 88 Claude Code, Codex, OpenCode 7 18,493 tok
justlovemaki/PrismFlowAgent hex2077.dev A full-stack information processing and AI Agent system. It automatically gathers high-qua 88 Codex, OpenCode 1 1,725 tok
mbadran/headlights Headlights: Illuminate your Neovim plugins 88 Claude Code, Codex, OpenCode 2 3,242 tok
elliot35/deterministic-agent-control-protocol npmjs.com Governance gateway for AI agents — bounded, auditable, session-aware control with MCP prox 88 Cursor 1
liuzhengdongfortest/MA 88 Claude Code, Codex, OpenCode 2 2,241 tok
merlinhu1/truthmark Git-native truth docs for AI-assisted codebases, keeping branch-scoped documentation align 88 Claude Code, Codex, OpenCode 11 3,734 tok
web3dev1337/gastown-gui Web Graphical User Interface (GUI) for Gas Town multi-agent orchestrator - A companion int 88 Claude Code, Codex, OpenCode 2 1,034 tok
wquguru/skills wquguru.github.io Practical Agent Skills — English-for-engineers coaching, Pi Agent setup, and more. Install 88 Claude Code, Codex, OpenCode 2 1,450 tok
mitchross/talos-argocd-proxmox mitchross.github.io Talos ArgoCD Homelab. My personal production Cluster. 88 Claude Code, Codex, OpenCode 12 5,963 tok
zkwi/VoxType Privacy-conscious, open-source AI voice typing for Windows. 88 Codex, OpenCode 1 2,502 tok
geek-fun/serverlessinsight serverlessinsight.com Full life cycle cross providers serverless application management for your fast-growing bu 88 Codex, OpenCode 1 5,513 tok
deivid11/obsidian-claude-code-plugin Interactive Claude Code integration for Obsidian 88 Claude Code 1 379 tok
sorryhumans/clawdmeter-plus A round AMOLED desk display for your live Claude Code usage, weather, background-agent hea 88 Claude Code 1 4,837 tok
wise-vision/ros2_mcp wisevision.tech Advanced MCP Server ROS 2 bridging AI agents straight into robotics 88 Codex, OpenCode 1 665 tok
s0ld13rr/claude-code-backdoor s0ld13r.kz Backdooring Claude Code via hooks in settings.json. Authorized use only! 88 Claude Code 2
dbt-labs/dbt-autofix CLI to help users refactor dbt projects by automatically fixing deprecations 88 Claude Code, Codex, OpenCode 2 1,334 tok
NVIDIA-TAO/tao-skill-bank 88 Codex, OpenCode 1 2,542 tok
disnet/skyreader skyreader.app An RSS reader for the AT Protocol 88 Claude Code, Codex, OpenCode 3 3,583 tok
blitzdotdev/iPhone-mcp blitz.dev The MCP Server the lets AI use an iPhone 88 Claude Code 1 355 tok
PascaleBeier/hitkeep hitkeep.com 100% open-source, AI-native web analytics with cookieless tracking, open exports, custom d 88 Claude Code, Codex, OpenCode 12 3,015 tok
nubo-db/dynoxide dynoxide.dev A DynamoDB emulator in Rust, backed by SQLite. Starts in milliseconds as a single static b 88 Codex, OpenCode 1 1,400 tok
zby/commonplace The theory of LLM wikis, running as one. A framework for agent-operated knowledge: typed, 88 Claude Code, Codex, OpenCode 4 5,145 tok
runxhq/runx runx.ai the governed runtime for agent skill workflows, off the leash but on the record 88 Claude Code, Codex, OpenCode 2 2,909 tok
flipbit03/terminal-use tu is tmux for your coding agent 88 Claude Code 1 655 tok
neondatabase/agent-skills Agent Skills for Neon Severless Postgres 88 Claude Code, Codex, OpenCode 2 4,098 tok
henkisdabro/wookstar-claude-plugins An opinionated Claude Code Plugin Pack. Skills, Agents, Hooks, MCPs. Examples: Email draft 88 Claude Code, Codex, OpenCode 2 761 tok
justjavac/claude-and-codex-website A Claude Code and Codex relay website. 88 Codex, OpenCode 1 350 tok
SciMate-AI/HPC-Skills Portable agent skills for High Performance Computing workflows across OpenFOAM, SU2, LS-DY 88 Codex, OpenCode 1 202 tok
hamidi-dev/opentab 📊 Browse your AI coding spend in the terminal — OpenCode, Claude Code, Codex & friends 88 Claude Code, Codex, OpenCode 2 890 tok
putervision/state-memory-mcp statememorymcp.com Persistent, branch-aware workflow state memory MCP server for AI coding assistants. Tracks 88 Claude Code, Codex, GitHub Copilot, Windsurf 10 13,118 tok
bcefghj/comic-guide-skill Comic-style infographic generator Skill | 10+ anime styles (Doraemon/Naruto/One Piece/Drag 88 Claude Code, Codex, OpenCode 2 279 tok
intuit/infigraph intuit.github.io AST-powered code intelligence engine. Graph database + hybrid semantic search for 62 langu 88 Claude Code 4 1,424 tok
mertkayacs/reevesagents Uses only the subcriptions you have. Control different agents with agents. Free, local, wo 88 Codex, OpenCode 1 2,448 tok
softdaddy-o/yes-ue-mcp Native C++ Model Context Protocol (MCP) plugin for Unreal Engine 5.4+ 88 Codex, OpenCode 1 2,529 tok
johnfkoo951/cmds-llm-wiki LLM Wiki template — Karpathy 3-layer pattern + Gold In Gold Out purpose gate + dual Claude 87 Claude Code, Codex, OpenCode 4 28,195 tok
alibaba/opc-starter 87 Codex, GitHub Copilot, OpenCode 2 3,381 tok
anombyte93/atlas-session-lifecycle Session lifecycle management for Claude Code — persistent memory, soul purpose, reconcile, 87 Claude Code 1 1,678 tok
harryworld/Xcode26-Agent-Skills 87 Codex, OpenCode 1 1,584 tok
Weaverse/shopify-hydrogen-skills weaverse.io Dedicated agent skills for building, upgrading, and maintaining Shopify Hydrogen storefron 87 Codex, Cursor, OpenCode 2 1,620 tok
ivangrynenko/cursorrules A set of cursor rules for Cursor AI IDE that support PHP, Python, JavaScript and Drupal-sp 87 Claude Code, Codex, OpenCode 2 4,002 tok
Jamkris/everything-gemini-code geminicli.com [Everything Gemini Code] A harness engineering toolkit for Gemini CLI & Antigravity. Tune 87 Gemini CLI 1 240 tok
geekjourneyx/md2wechat-lite md2wechat.app 📝 md2wechat Lite | Lightweight CLI for formatting Markdown for WeChat Official Accounts, 87 Claude Code, Codex, OpenCode 2 2,525 tok