How real projects configure their agents

31,984 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
Elnora-AI/elnora-ai-agent-hackathon-starter-kit Run one command, follow the instructions, and get your first AI agents up and running — Cl 22 Claude Code, Codex, OpenCode 3 3,892 tok
motormetrics/motormetrics motormetrics.app Monorepo for SG Cars Trends backend services 22 Claude Code, Codex, OpenCode 57 1,636 tok
SShadowS/tree-sitter-al Tree-sitter parser for AL 22 Claude Code 5 7,586 tok
itsmostafa/llm-engineering-skills LLM Engineering Claude Skills 22 Claude Code 1 524 tok
sttts/slagent Claude talking to Slack 22 Claude Code, Codex, OpenCode 2 2,183 tok
0XFF-96/Perth-Agent-Con-Workshop 22 Claude Code, Codex, GitHub Copilot 35 1,739 tok
lucasfevi/tbh-companion lucasfevi.github.io Read-only desktop companion for TBH: Task Bar Hero — live XP/gold rates, inventory valuati 22 Claude Code, Codex, OpenCode 5 1,776 tok
DdUdle/ctxdebug MCP-powered reverse engineering platform connecting WinDbg, IDA Pro & x64dbg with 160+ AI- 22 Claude Code 1 5,375 tok
pol-lopez/fastapi-template 22 Claude Code, Codex, OpenCode 5 926 tok
jakeefr/prism Session intelligence for Claude Code - find extra token usage, why your sessions fail, and 22 Claude Code 1 917 tok
Mario-SO/ohlcv OHLCV library in zig 22 Claude Code 2 2,563 tok
sonnysangha/Vibe-Code-the-Right-Way-Ep-1-Indeed-Clone-Multi-Tenant-Clerk-Convex-MCP 22 Claude Code, Codex 9
songpengfei1111-dot/traceSearch_MCP 22 Claude Code, Codex 1
archmaxai/archmax archmax.ai A semantic layer for your data: archmax describes it, you sharpen it, agents query it. 22 Claude Code, Codex, Cursor, OpenCode 10 1,013 tok
EpisodeYu/HarnessSmith Forge your own agent harness — a config-to-code generator that renders a thin, standalone 22 Claude Code, Codex, OpenCode 2 4,792 tok
StephanSchmidt/loupe Open-source CLI that measures AI coding-assistant impact (Claude Code, Copilot, Cursor, Ai 22 Claude Code 1
prajapatimehul/claude-aws-cost-saver Claude Code plugin that finds AWS cost savings. 163 checks across EC2, RDS, S3, Lambda, an 22 Claude Code, Codex, OpenCode 2 5,798 tok
ivfarias/ceo The CEO Agent Orchestration System 22 Claude Code, Codex 42
Tiimie1/claude-bell tiimie1.github.io Notification sounds for Claude Code — get audible chimes when tasks finish, need attention 22 Claude Code 1 477 tok
bitrefill/agents bitrefill.com Agent skills for Bitrefill: browse, buy, and manage gift cards, mobile top-ups, and eSIMs 22 Claude Code 1 884 tok
Genuifx/ccem All Kind of MODEL IN ONE APP. Workspace for Claude Code & Codex — multi-model parallel ses 22 Claude Code, Codex, GitHub Copilot, OpenCode 28 5,172 tok
handarbeit/fabrik fabrik.handarbeit.io Drive Claude Code through an SDLC pipeline on your GitHub Project board — Specify → Resear 22 Claude Code 7 16,926 tok
ocodista/claude-usage ocodista.com A live dashboard that reads Claude Code’s local files, tracks token usage by project and s 22 Claude Code 1 57 tok
WTFox/claude-chat.nvim afox.dev A Neovim wrapper for Claude Code workflows. 22 Claude Code 1 794 tok
ZealynxSecurity/krait krait.zealynx.io Claude Code skills for Solidity security auditing. 90% precision across 40 blind Code4rena 22 Claude Code 1 3,754 tok
amm10090/fanqie-publisher-skill Playwright-powered Fanqie novel publishing skill with guides and thin adapters for OpenCla 22 Claude Code, Codex, OpenCode 2 2,394 tok
AXERA-TECH/Magnetar Pulsar2 Agent, Build a 10‑stage automated pipeline powered by AI Agent. Convert floating‑p 22 Claude Code, Codex, OpenCode 13 4,969 tok
retyc/retyc-cli retyc.com Official CLI client for Retyc with MCP server 22 Claude Code 1 8,691 tok
ddong8/memento mem.ihasy.com A shared brain for your AI coding tools — collects conversations, plans and memory from Cl 22 Claude Code 1 576 tok
SoftWare-A-G/meet-ai meet-ai.cc Remote control for Claude Code, Codex, Pi and Opencode. 22 Claude Code, Codex, OpenCode 2 1,407 tok
berrzebb/SoulFlow-Orchestrator Cloud-independent, self-hosted AI agent runtime — no vendor lock-in. Slack · Telegram · Di 22 Claude Code 5
sshh12/claude-plugins Shrivu's random Claude Code plugins. 22 Claude Code 1 773 tok
nsoybean/solostack Local-first runtime for managing an AI-company with agents, orchestration, git workflows, 22 Claude Code 1 379 tok
VibeAny/octopus-cli A command-line tool for dynamic Claude Code API management and forwarding. 22 Claude Code 1 1,341 tok
Z-M-Huang/golden-CLAUDE.md A masterpiece of CLAUDE.md, maximize Claude Code proficiency 22 Claude Code 1 1,295 tok
ihabkhaled/ClawAI claw-ai.co Claw is a local-first AI control plane that runs powerful open models on your machine and 22 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 9,893 tok
wzj998/ChatCCC Control DeepSeek Harness / Claude Code / Cursor / Codex / CCC Agent via Feishu (Lark) or W 22 Claude Code, Codex, OpenCode 3 1,662 tok
zhu-kai/whodecided CLI that distills the silent decisions your AI coding agents make into a reviewable ledger 22 Claude Code, Codex, OpenCode 9 1,372 tok
willibrandon/seq-mcp-server A Model Context Protocol (MCP) server providing AI assistants with tools to search, stream 22 Claude Code 1 753 tok
StuMason/polar-flow-server stumason.github.io Self-hosted health analytics for Polar devices — sync everything, keep it forever, and let 22 Claude Code 1 1,115 tok
dmirain/OctoForge Self-hosted multi-tenant agent platform for teams: skills, knowledge, API contracts and MC 22 Claude Code, Codex, OpenCode 4 3,716 tok
zcaceres/builtwith-api builtwith.zach.dev TypeScript library, MCP, and agent-friendly CLI for the BuiltWith API. 22 Claude Code 1 713 tok
ai4curation/metacoder ai4curation.github.io Wrapper for multiple AI coders (goose, claude code, codex) 22 Claude Code, GitHub Copilot 2 781 tok
baronfel/mcp-binlog-tool A Model Context Protocol server binary that exposes information inside an MSBuild Binary L 22 Claude Code 1 1,825 tok
nantobv/pituitary Catch spec drift before it catches you. Indexes your specs, docs, and decision records, th 22 Claude Code, Codex, Gemini CLI, OpenCode 5 2,571 tok
CRJFisher/ariadne 🧵 Follow the thread through your codebase - find definitions, track references, and build 22 Claude Code, Codex, OpenCode 23 3,320 tok
hecatehq/hecate hecate.sh AI workspace and runtime for projects, chats, providers, memory, approvals, and supervised 22 Claude Code, Codex, GitHub Copilot, OpenCode 8 9,628 tok
ducnguyen67201/FeatherlaneAI featherlane.ai Real-time guardrail runtime for AI agents. 22 Claude Code, Codex, OpenCode 2 4,375 tok
moudrkat/steeropathy Agents that talk through model internals — activations & J-space — instead of text. No wor 22 Claude Code 1
ShreyPaharia/octomux octomux.com Local dashboard to run parallel Claude Code & Cursor agents — kanban fleet view, one permi 22 Claude Code 4 11,253 tok