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
kuan-er/sjtu-agent kuan-er.github.io 90 Claude Code, Codex, OpenCode 2 2,631 tok
agentrhq/authsome authsome.ai Credential gateway for AI agents. Log in once via Oauth2 or API Key. Every agent stays aut 90 Claude Code, Codex, OpenCode 2 2,478 tok
rand/mnemosyne rand.github.io Mnemosyne is a agentic memory and orchestration system designed to provide Claude Code wit 90 Claude Code 21 8,021 tok
Blakeem/Navidrome-MCP Analyze listening patterns, build playlists, find missing albums, discover similar artists 90 Claude Code 1 2,601 tok
Strategic-Automation/violin strategic-automation.github.io Supervised, Hermes-native penetration testing profile with 35 routed playbooks, guarded ta 90 Codex, OpenCode 1 1,112 tok
damusix/atomic-claude atomic.alonso.network Code graphs, wikis, and research-backed agentic coding. Deterministic tools for nondetermi 90 Claude Code 4 8,859 tok
os-factory/har harproject.dev HAR: open agent harness (CLI + MCP) for coding agents. Isolated worktrees, deterministic v 90 Claude Code, Codex, OpenCode 5 4,803 tok
Mai-xiyu/Codex-Prompt Rational engineering system prompt for Codex and LLMs — focused on accuracy, software engi 90 Codex, OpenCode 1 1,988 tok
liyana31811/Codexless Let ChatGPT use Codex's local toolbox, then call Codex only when needed. 90 Claude Code, Codex 1
hollobit/assembly-api-mcp MCP for National Assembly APIs | 100% access to 276 National Assembly APIs and 8 National 90 Claude Code 7 692 tok
microsoft/Microsoft-AI-Decision-Framework Evidence-based decision framework for selecting the right Microsoft AI technology (M365 Co 90 Claude Code, GitHub Copilot 3 5,188 tok
nulab/bee nulab.github.io Command-line tool to view and manage Backlog 90 Codex, OpenCode 1 5,721 tok
karanshukla/openresto openres.to A simple, focused booking management system for restaurants, bars, cafes and more. Set up 90 Claude Code 3 21,238 tok
tensorkithq/openbeam openbeam.tensorkit.ai a desktop application for real-time Bible verse detection during live sermons. 🙂 90 Claude Code 1
r-lib/downlit downlit.r-lib.org Syntax Highlighting and Automatic Linking 90 Claude Code, Codex, OpenCode 2 1,253 tok
base44/skills 89 Claude Code 4
selfagency/opilot opilot.self.agency 🦙 Opilot: Ollama for GitHub Copilot VS Code Extension – Run Ollama models locally and in 89 Codex, GitHub Copilot, OpenCode 3 5,289 tok
automagik-dev/forge automagik.dev The Vibe Coding++™ platform - orchestrate multiple AI agents, experiment with isolated att 89 Claude Code, Codex, OpenCode 14 4,324 tok
thangnq111203/oss-steward 89 Codex, OpenCode 1 265 tok
prime-radiant-inc/streamlinear A lightweight Linear MCP server for Claude Code that exposes one tool with action dispatch 89 Claude Code, Codex, OpenCode 2 1,716 tok
kaininx/PlainTab plaintab.kaininx.workers.dev A browser start page and new tab. Pure, fast, free — made to enjoy. 89 Claude Code, Codex, OpenCode 11 1,205 tok
istarwyh/mcpadvisor MCP Advisor & Installation - Use the right MCP server for your needs 89 Claude Code 7 4,081 tok
coralogix/canopy Canopy - the open-source agent workspace runtime 89 Claude Code 1 885 tok
bluzir/claude-pipe File-First Agent Orchestration. Readable agents. Inspectable state. Predictable costs. 89 Claude Code 1 1,939 tok
clouvet/sprite-mobile A PWA chat UI for accessing Claude Code on a Sprite 89 Claude Code 1 285 tok
areweai/tsgram-mcp TSGram - Telegram MCP Server for local Claude Code integration - debug and vibe code on th 89 Claude Code 2 2,678 tok
zhiweio/resume-as-code Stop copy-pasting resumes. Maintain a single YAML timeline of your career, and let AI agen 89 Codex, GitHub Copilot, OpenCode 2 1,218 tok
LivelyKernel/lively4-core lively-kernel.org A Self-supporting, Web-based Development Environment 89 Claude Code, GitHub Copilot 2 5,250 tok
rwliebs/Dossier dossierbuilds.app Visual planning and context control for shipping big apps with AI coding. Build from scrat 89 Claude Code, Codex, Cursor 30
rsionnach/sloppylint Python AI Slop Detector - Find over-engineering, hallucinations, and dead code in Python c 89 Codex, OpenCode 1 2,553 tok
garagon/aguara aguarascan.com The open source security engine for AI agent and supply-chain trust. 89 Claude Code, Codex, OpenCode 2 6,918 tok
blockmatic/basilic basilic-docs.vercel.app API-First TypeScript FullStack Starter 89 Claude Code, Codex, OpenCode 2 1,169 tok
jparkerweb/ai-assist-skills 🤖 A collection of AI agent skills that automate recurring engineering workflows that can 89 Claude Code, Codex, OpenCode 2 650 tok
yogirk/agent-council A skill that convenes a panel of CLI-based AI agents (Claude Code, Codex, Gemini CLI) to d 89 Claude Code 1 744 tok
Tako-Research/TakoVM tako-research.github.io A secure file system for your agents to execute code 89 Claude Code 3 926 tok
Bike4Mind/bike4mind bike4mind.com The open-core AI workbench — notebooks, agents, RAG, voice, and images across any model: O 89 Claude Code, Cursor 2 4,243 tok
Rx782-Fss/claude-howto-zh 🇨🇳 Complete Chinese translation of claude-howto · Based on luongnv89/claude-howto 89 Claude Code 2
dash0hq/agent-skills OpenTelemetry skills and reference documentation for AI coding assistants - instrumentatio 89 Claude Code, Codex, OpenCode 2 1,579 tok
ThreeMoonsLab/agents-shipgate threemoonslab.com The deterministic merge gate for AI-generated agent capability changes — a local-first, st 89 Claude Code, Codex, Cursor, OpenCode 5 20,508 tok
prof-little-bear/cc-equity-research Turn Claude Code into an equity-research agent: 24 analysis skills (Anthropic's open-sourc 89 Claude Code 5 2,892 tok
bgreenwell/dotagents A proposed convention for the .agents/ directory to prevent context bloat and improve agen 89 Claude Code, Codex, OpenCode 2 185 tok
lonely-lockley/archinsight archinsight.org Simplicity in Code, Power in Design 89 Codex, OpenCode 1 127 tok
sderosiaux/chrome-agent Web tasks that compile. Other browser tools tell your AI agent the click worked. chrome-ag 89 Claude Code 1 6,639 tok
lambdalisue/cclens cclens — a lens onto your Claude Code usage 89 Codex, OpenCode 1 713 tok
keros68/metrik Metrik provides a centralized view of quota remaining and token usage for multiple local A 89 Claude Code, Codex, OpenCode 2 839 tok
mrclrchtr/supi pi.dev Pi coding agent extensions with code intelligence (LSP + Tree-sitter AST), semantic refact 89 Claude Code, Codex 4 4,617 tok
b0x42/Super-Productivity-MCP MCP server that connects AI assistants to Super Productivity — manage tasks, projects, and 89 Claude Code, Codex, OpenCode 16 684 tok
Rich627/whatsapp-claude-plugin Claude Code WhatsApp channel plugin — run AI directly from WhatsApp, voice transcription, 89 Claude Code, Codex, OpenCode 2 1,379 tok
tt-11-dd/tether-ai tether-code.xyz Tether Agent 89 Claude Code, Codex, OpenCode 5 695 tok
WolframResearch/AgentTools Implements a model context protocol server using Wolfram Language 89 Claude Code, Codex, OpenCode 9 3,505 tok