How real projects configure their agents

43,579 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710

All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77

Project Stars Configures Files Always loaded
JetBrains/teamcity-cli jb.gg TeamCity from your terminal – or your AI's. Builds, logs, agents, agent terminals, queues. 123 Claude Code, Codex, OpenCode 2 890 tok
Rigos0/superturtle superturtle.dev Coding agent on your phone 🐢 123 Claude Code, Codex, OpenCode 11 328 tok
NimaChu/my-wiki npmjs.com Local-first AI knowledge app and Agent Skill with evidence-backed Wiki, an interactive kno 123 Codex, OpenCode 1 617 tok
ManiruzzamanAkash/wp-react-kit A simple starter kit to work in WordPress with WordPress Rest API, WP-script, React, React 123 Claude Code, Codex, OpenCode 2 3,855 tok
dbt-labs/ade-bench 123 Claude Code 1 1,359 tok
albumentations-team/albucore A high-performance image processing library designed to optimize and extend the Albumentat 123 Codex, OpenCode 6 2,394 tok
RightNow-AI/auto runinfra.ai the agi compiler: records llm agent behavior, proves what repeats, and compiles it into ve 123 Claude Code 1 1,838 tok
DEVtheOPS/opencode-plugin-otel An opencode plugin that exports telemetry via OpenTelemetry (OTLP/gRPC), mirroring the sam 123 Claude Code, Codex, OpenCode 2 916 tok
piguo45/single-file-wbs A single-file HTML WBS/Gantt viewer with an inazuma (progress) line. Data is stored in one 123 Claude Code 3 45,940 tok
ZeroZ-lab/learn-opencode learn-opencode.vercel.app 123 Claude Code, Codex, OpenCode 2 2,211 tok
OmidZamani/dspy-skills Collection of Claude Skills for DSPy framework - program language models, optimize prompts 123 Codex, OpenCode 1 333 tok
Soul-Brews-Studio/arra-oracle-skills-cli Install Oracle skills to Claude Code, OpenCode, Cursor, and 12+ AI coding agents 123 Claude Code 1 2,522 tok
AyanbekDos/memoriki Memoriki - LLM Wiki + MemPalace. Personal knowledge base with real memory. 123 Claude Code 1 621 tok
lucifer1004/claude-skill-typst Typst skill for agents. 123 Claude Code 1 1,522 tok
sulaiman013/powerbi-mcp MCP server for natural language interaction with Power BI datasets 123 Claude Code, Codex, OpenCode 2 1,738 tok
lianghsun/open-sheet open-sheet.dev The spreadsheet framework built for agents — write the model as React, export a live .xlsx 123 Claude Code, Codex, OpenCode 2 1,073 tok
Senpi-ai/senpi-skills Open-source AI agent skills + 80+ strategy templates for autonomous trading on Hyperliquid 123 Claude Code 1 3,216 tok
dafthunk-com/dafthunk dafthunk.com A workflow execution platform built on top of the fantastic Cloudflare infrastructure. 123 Claude Code 8 1,553 tok
nirholas/pump-fun-sdk sdk.pumpk.it Token creation launching, bonding curve trading, AMM migration, tiered fees, creator fee s 123 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 7,974 tok
nanvon/cc-bar Native macOS menu bar AI quota monitor and local usage dashboard. Tracks Codex, Claude Cod 123 Claude Code, Codex, OpenCode 2 2,822 tok
contextform/freecad-mcp FreeCAD MCP - Open-source Model Context Protocol server for FreeCAD automation 123 Claude Code 1 350 tok
edxeth/pi-subagents Pi multi-agent framework for power users: background/foreground agents, sync/async coordin 123 Codex, OpenCode 1 1,446 tok
web-casa/DeepSeek-Harness-Desktop Native desktop packaging of DeepSeek Harness (DSH) for Windows & macOS — no Node.js setup 123 Claude Code, Codex, OpenCode 26 2,781 tok
X-isdoingreat/canvas-pilot canvas-pilot-rho.vercel.app Local-first Canvas LMS AI agent that learns each course's recurring assignment workflow an 123 Claude Code, Codex 30 1,199 tok
jamesmontemagno/MonkeyMCP The MCP the world needs 123 GitHub Copilot 1 11 tok
deusXmachina-dev/memorylane trymemorylane.com 123 Claude Code, Codex, Cursor, OpenCode 6 1,416 tok
xiehust/owork 122 Claude Code 1 2,881 tok
appleweiping/WEIPING_WIKI appleweiping.github.io knowledge base managed with an LLM workflow 122 Claude Code, Codex, OpenCode 3 15,514 tok
DanielCardonaRojas/codemark danielcardonarojas.github.io A semantic code bookmarking system for humans and agents 122 Gemini CLI 1 345 tok
bergerx/kubectl-status A kubectl plugin to print a human-friendly output that focuses on the status fields of the 122 Claude Code 1
OriNachum/claude-code-guide An interactive plugin for Claude Code delivering guided onboarding, workflow automation, a 122 Claude Code 1 3,772 tok
stephbu/csharp-dns-server Fully functional DNS server written in C# 122 Codex, OpenCode 1 1,305 tok
warpdotdev-demos/cloud-factory-demo 122 Claude Code, Codex 6
AztecProtocol/aztec-starter A simple aztec contract + test to get started. 122 Claude Code, Codex, OpenCode 3 2,598 tok
trevor-nichols/agentrules-architect AGENTS.md/CLAUDE.md generator and ExecPlan harness for Codex, Claude Code, Cursor, Antigra 122 Claude Code, Codex, Cursor, OpenCode 2 4,520 tok
BaggaT236/AI-Trading-Skills Ai agent claude trading skills for disiplined, repeatable trading workflows with a modern 122 Claude Code 1 11,406 tok
sinewaveai/agent-security-scanner-mcp npmjs.com Security scanner MCP server for AI coding agents. Prompt injection firewall, package hallu 122 Claude Code 3 1,918 tok
Archethect/sc-auditor Solidity smart contract auditor leveraging static analysis, Solodit findings and Map, Hunt 122 Claude Code, Codex, OpenCode 2 1,446 tok
rubenzantingh/claude-code-magento-agents Collection of Claude Code Subagents designed to be used for Magento (2) development. 122 Claude Code 1 930 tok
AaronRoeF/claude-code-patterns Field-tested Claude Code patterns & anti-patterns for personal agents — an AI workflow tha 122 Claude Code 1 351 tok
Houseofmvps/ultraship npmjs.com "ULTRASHIP" Claude Code plugin — 39 skills, 33 tools, 11 agents for ship-ready workflows: 122 Claude Code, Gemini CLI 2 3,228 tok
JungHoonGhae/openkakao-cli openkakao.vercel.app Unofficial KakaoTalk CLI for macOS — send/read without server login via macOS Accessibilit 122 Codex, OpenCode 1 1,092 tok
liangdabiao/Godogen linux.do liang's Godogen: A skill set for building complete Godot 4 projects with Claude Code. Desc 122 Claude Code 4 189 tok
zeegin/v8std v8std.ru 122 Claude Code, Codex, OpenCode 2 473 tok
Portwood-Global-Solutions/Portwood portwood.dev Free, native document generation for Salesforce. PDF, DOCX, XLSX, PPTX — merge tags, image 122 Claude Code 8 9,292 tok
ricocc/ricoui-saas-template ricofast.pages.dev A design-led SaaS template for Astro by ricoui 122 Claude Code 1 1,842 tok
webflow/webflow-skills Official Webflow Agent Skills 122 Claude Code, Codex, OpenCode 2 739 tok
diegosouzapw/OmniGlyph Cut your Claude bill 59–70% by rendering bulky LLM context as dense PNG pages — 100% read 122 Claude Code, Codex, Gemini CLI, OpenCode 3 2,239 tok
AhmadHassan-BTed/GardenPulse Method-agnostic smart garden companion built with React Native, Expo, and TypeScript. Adap 122 Claude Code, Codex, OpenCode 3 38 tok
vercel-labs/mcp-to-ai-sdk 122 Claude Code 1 745 tok