How real projects configure their agents

32,505 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
balukosuri/llm-wiki-karpathy 223 Claude Code 1 1,525 tok
colophon-group/jobseek jseek.co Monitors company career pages for new job postings and surfaces them in a single dashboar 223 Claude Code, Codex, GitHub Copilot, OpenCode 16 1,256 tok
jentic/jentic-one jentic.com Self-hosted execution layer for AI agents: connect any agent to real APIs, scope exactly w 223 Claude Code, Codex, Gemini CLI, OpenCode 4 4,669 tok
IliyaBrook/figma-linux 223 Claude Code 17 —
brekkylab/backlot pypi.org A local emulator for enterprise SaaS APIs — Slack, Gmail, Google Drive, GitHub, Jira, Noti 223 Claude Code, Codex, OpenCode 9 1,592 tok
danshapiro/kilroy 222 Claude Code, Codex, OpenCode 4 2,776 tok
FreePeak/LeanKG leankg.com LeanKG: Stop Burning Tokens. Start Coding Lean. 222 Claude Code, Codex, Gemini CLI, OpenCode 3 5,903 tok
elrizwiraswara/flutter_pos A Point of Sale (POS) application built with Flutter, demonstrating Clean Architecture pri 222 Claude Code 1 2,403 tok
espressoplease/smalldocs smalldocs.org Read, style, and share markdown files - privately. Formerly SDocs. 222 Claude Code, Codex, OpenCode 4 26,239 tok
JoelLewis/finance_skills Claude Code skill plugins for financial services — 81 skills across 7 domain plugins cover 222 Claude Code 1 984 tok
NabuCasa/hass-nabucasa Issues related to the cloud integration in Nabu Casa 222 Claude Code, GitHub Copilot 2 2,125 tok
frgfm/torch-scan frgfm.github.io Seamless analysis of your PyTorch models (RAM usage, FLOPs, MACs, receptive field, etc.) 221 Claude Code, Codex 1 —
mduongvandinh/llm-wiki Hệ thống knowledge base cá nhân hoàn toàn tự động, vận hành bởi LLM. Dựa trên pattern LLM 221 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 6,513 tok
AppGram/agentnotch AgentNotch is a sleek macOS menu bar app that lives in your Mac's notch, providing real-ti 221 Claude Code 1 1,844 tok
nemori-ai/nemori A minimalist MVP demonstrating a simple yet profound insight: aligning AI memory with huma 221 Claude Code 2 39 tok
petabridge/memorizer Vector-search powered agent memory MCP server 221 Claude Code 1 595 tok
ttalkkak-lab/opencode-contexty A plugin that adds context engineering to OpenCode — context visualization, architecture s 220 Claude Code, Codex, OpenCode 2 881 tok
second-state/payment-skill money.flows.network Agentic skill for requesting and accepting payments from / to humans and agents 220 Claude Code 1 300 tok
cashubtc/cashu.me cashu.me Cashu wallet PWA 220 Claude Code, Codex, OpenCode 2 1,736 tok
justxor/pythonroamap2026 A complete roadmap for learning Python in 2026 220 Claude Code, Cursor 2 2,025 tok
bitwarden/agent-access Agent Access is an open protocol, CLI tool, and SDK to provide agents with credentials wit 220 Claude Code 1 —
BotchetDig/workout-gate A Claude Code hook that blocks your prompt until you do your push-ups, counted live via we 220 Claude Code 3 —
theoden8/webspace_app Your favorite web apps, now on your phone. 220 Claude Code, Cursor 31 30,881 tok
engenheirodevideo/get-brolls engenheirodevideo.com.br Agent skill for collecting the videos and images that support a line, illustrate an idea, 220 Claude Code, Codex, Gemini CLI, OpenCode 3 3,677 tok
BytePioneer-AI/clawmate Add a warm, personable companion to OpenClaw. 219 Claude Code, Codex, OpenCode 2 2,652 tok
morloc-project/morloc A strongly-typed, polyglot compiler 219 Claude Code 1 1,642 tok
Hmbown/aleph aleph-web.pages.dev Skill + MCP server to turn your agent into an RLM. Load context, iterate with search/code/ 219 Claude Code, Codex, OpenCode 2 1,623 tok
NatiCha/bunwv 219 Claude Code 1 2,125 tok
tarunlnmiit/autopilot-jobhunt pypi.org AI job agent: scans 130+ careers pages nightly, scores every role against your resume with 219 Claude Code 1 1,166 tok
rllm-org/hive 219 Claude Code 1 226 tok
LerianStudio/ring lerian.studio 89 skills and 38 specialized agents that enforce proven engineering practices for AI-assis 218 Claude Code, Codex, OpenCode 2 1,707 tok
modem-dev/baudbot Multiplayer, always-on AI dev assistant built on Pi - like OpenClaw but for your whole tea 218 Claude Code, Codex, OpenCode 2 1,464 tok
getnao/sylph The open-source company brain. Run your entire company with AI agents, skills, and a self- 218 Claude Code, Codex, OpenCode 36 2,379 tok
VishalJ99/claude-docker Docker container for running Claude Code with full permissions and Twilio notifications 218 Claude Code 10 —
spences10/svelte-claude-skills 217 Claude Code 9 —
naorpeled/aitutor naorpeled.github.io vimtutor like guide for AI 217 Claude Code, Codex, OpenCode 2 1,658 tok
Roasbeef/obsidian-claude-code A native Obsidian plugin that embeds Claude as an AI assistant directly within your vault. 217 Claude Code 1 2,508 tok
ykdojo/super-voice-assistant macOS voice assistant with global hotkeys - transcribe speech to text with offline models 217 Claude Code 1 650 tok
aouicher/graphmind getgraphmind.com Local-first code intelligence for AI assistants. Turns your codebase into a knowledge grap 217 Claude Code 1 880 tok
gustavoeenriquez/MakerAi youtube.com The AI Operating System for Delphi. 100% native framework with RAG 2.0, autonomous agents, 217 Claude Code 1 7,887 tok
niclasvestlund-YT/vibepulse vibeonchip.com ESP32-S3 AMOLED for Claude Code & Codex usage, live agent activity, and answerable NEEDS Y 217 Claude Code, Codex, OpenCode 4 6,375 tok
weijiafu14/pi2dsh Bridge the Pi and DeepSeek Harness ecosystems: one Pi Host ABI runs unmodified Pi extensio 217 Claude Code, Codex, OpenCode 2 20,137 tok
heardlabs/heard heard.dev Local, open-source (Apache 2.0) voice layer for Claude Code and Codex on macOS that reads 217 Claude Code, Codex, OpenCode 2 3,535 tok
mverab/eGEOagents egeoagents.com Open-source Generative Engine Optimization (GEO) & Answer Engine Optimization (AEO) toolki 217 Claude Code, Codex, OpenCode 2 1,062 tok
Hector-xue/IvyeaOps ivyea.com A self-hosted operations workspace for Amazon sellers — AI agents, market research, advert 217 Claude Code, Codex, OpenCode 2 1,464 tok
DevelopersGlobal/ai-agent-skills developersglobal.github.io AI agent skills for production grade applications 217 Claude Code, Codex, Gemini CLI, OpenCode 3 925 tok
mihneaptu/opencode-fusion mihneaptu.github.io Main agent plans and reviews; cheaper sidekick edits. Devin Fusion pattern for OpenCode 217 Claude Code, OpenCode 3 —
microsoft/Agents-for-python This repository is for active development of the Microsoft 365 Agent SDK components for Py 217 Claude Code 1 2,895 tok
Agents365-ai/zotero-cli-ai agents365-ai.github.io Zotero CLI for Claude Code — SQLite reads + Web API writes 217 Claude Code 1 2,288 tok
antonpk1/gibber-mcp youtube.com Tiny MCP server with cryptography tools, sufficient to establish end-to-end encryption bet 216 Claude Code 1 259 tok