How real projects configure their agents

32,517 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
Square-Q/subconscious-skill subconscious-skill: Biomimetic memory skill for LLM companions. Different from vector RAG 49 Claude Code 3 —
FreemapSlovakia/freemap-v3-react freemap.sk Freemap Slovakia web application (www.freemap.sk) 49 Claude Code, Codex, OpenCode 3 6,580 tok
llcoolblaze/claude-boris The Ultimate Claude Code Workflow - Memory Bank, 14 Agents, 18 Commands, 10 Critical Gap S 49 Claude Code 39 817 tok
alp82/aistack aistack.to Like Stackshare but for AI 49 Claude Code, Codex, OpenCode 3 5,731 tok
steel-dev/leaderboard leaderboard.steel.dev Open leaderboard for browser agents 49 Claude Code, Codex, OpenCode 3 630 tok
Verified-zkEVM/CompPoly Computable Polynomials in Lean. 49 Claude Code, Codex, OpenCode 2 2,758 tok
lainXXX/omniAgent A lightweight large language model intelligent agent (LLM Agent) framework built with Java 49 Claude Code 1 3,833 tok
SigNoz/signoz.io signoz.io SigNoz Website 49 Claude Code, Codex, OpenCode 14 1,001 tok
jezweb/vite-flare-starter Cloudflare native, ai sdk v6 agent workspace ready to use with better auth and all of the 49 Claude Code, Codex, OpenCode 2 2,170 tok
jiegec/waveform-mcp MCP server to read waveform files 49 Claude Code 1 1,328 tok
neul-labs/fast-litellm fast-litellm.neullabs.com High-performance Rust acceleration for LiteLLM - providing significant performance improve 49 Claude Code 1 1,987 tok
grafana/oats grafana.com OpenTelemetry Acceptance Tests (OATs), or OATs for short, is a test framework for OpenTele 49 Claude Code, Codex, OpenCode 2 901 tok
hedwig-ai/hedwig-code-graph Build and Search a knowledge base for your projects—bringing together code, PDFs, Markdown 49 Claude Code 4 —
aniganti/pm-superpowers Find your product's moat in minutes. Product strategy skills (moats, VRIO, pre-mortem) for 49 Claude Code 1 611 tok
spencermarx/obsidian-ai Bring your own AI environment to Obsidian. For note/doc creation, refinement, search, orga 49 Claude Code, Codex, OpenCode 2 1,328 tok
nicedreamzapp/NarrateClaude nicedreamzapp.github.io Hands-free on-device voice loop for macOS: Apple SFSpeechRecognizer + cloned-voice TTS, co 49 Claude Code 1 585 tok
madsnorgaard/drupal-agent-resources Reusable Claude Code resources for Drupal development - skills, agents, and commands 49 Claude Code 13 556 tok
CES-Ltd/TitanX Enterprise AI Agent Orchestration Platform — Secure, Observable, Configurable. Multi-agent 49 Claude Code, Codex, OpenCode 13 1,685 tok
mohammadmaso/kherad A Notion-like wiki for non-technical teams, backed by real git commits and a merge-request 49 Claude Code 1 2,633 tok
zauberzeug/odrive-gui GUI to configure the ODrive Motor Controller 49 Claude Code, Codex, OpenCode 2 832 tok
schildep/verified-polygon-intersection schildep.github.io Formally verified polygon intersection 49 Claude Code 2 746 tok
DiegoGuidaF/PulseWeaver Self-hosted forward-auth sidecar that gates your services by request IP + host — give fami 49 Claude Code, Codex, OpenCode 2 1,431 tok
rjmurillo/ai-agents Open source multi agent toolkit for Claude Code and GitHub Copilot CLI: 30 agents, plan to 49 Claude Code, Codex, GitHub Copilot, OpenCode 41 14,879 tok
ascherj/neetcode-250-guide Intelligent 125-day coding interview prep planner covering all 250 NeetCode problems. Feat 49 Claude Code 1 685 tok
opensecurityarchitecture/osa-data Security architecture patterns and NIST 800-53 controls from opensecurityarchitecture.org 49 Claude Code 4 4,700 tok
renderpci/dedalo dedalo.dev Dédalo: Cultural Heritage & Oral History Management System 49 Claude Code, Codex, OpenCode 19 5,523 tok
realactivity/tula Tula is an open-source collection of OpenClaw skills, configurations, and patterns designe 49 Claude Code, Codex, OpenCode 2 2,720 tok
Naridon-Inc/aura auravcs.com An audit trail for what AI agents changed in your codebase, and why — signed, per commit, 49 Claude Code, GitHub Copilot, Cursor, Gemini CLI, Windsurf 5 4,687 tok
laurynas-biveinis/elisp-dev-mcp Dev tools in Emacs MCP for agentic Elisp development with LLMs 49 Claude Code 1 121 tok
alleneubank/claude-code docs.anthropic.com Comprehensive configuration system for Claude Code 49 Claude Code 28 3,449 tok
hauptsacheNet/clickup-mcp 49 Claude Code 1 939 tok
gracefullight/stock-checker Fetches multiple tickers’ stock data, calculates key indicators, and auto-generates daily 49 Claude Code, Codex, Gemini CLI, OpenCode 8 4,061 tok
more-io/claude-apple-bridges Swift CLI bridges giving Claude Code native access to Apple Reminders, Calendar, Contacts, 49 Claude Code 1 3,174 tok
VARA4u-tech/Vara-s--Portfolio vara-s-portfolio.vercel.app "🤍✨Vara's Portfolio-A modern, high-performance portfolio website built with React, TypeSc 49 Claude Code 1 2,254 tok
rygel/AIUsageTracker Token usage tracker for (not only) OpenCode 49 Claude Code, Codex, OpenCode 5 14,417 tok
GabrielGoldsteinAnidea/HA-Websocket-Stripper Strip noisy websockets from dashboards 49 Claude Code 1 3,280 tok
idoru/influxdb-mcp-server An MCP Server for querying InfluxDB 49 Claude Code, Codex, OpenCode 2 1,612 tok
runpod/runpod-plugins-official docs.runpod.io Official Runpod plugin for AI coding agents. Skills plus the hosted Runpod MCP server for 49 Claude Code, Codex, OpenCode 2 4,407 tok
777genius/social-monitor social-monitor.app Tired of scrolling through hundreds of near-identical posts across every social network ju 49 Claude Code, Codex, OpenCode 6 2,800 tok
chrisryugj/schoolinfo-mcp school.gomdori.app School Info disclosure MCP server + CLI — helps parents easily check their child's school 49 Claude Code 1 822 tok
chaussky/ainalyst AInalyst is an AI assistant that helps business analysts, or whoever on the project is act 49 Claude Code 8 3,097 tok
niqibiao/unity-cli-skill 0 config AI agent skill for Unity — AI-driven unity control, automate workflow. For UnityE 49 Claude Code, Codex, OpenCode 2 2,181 tok
humansintheloop-dev/humansintheloop-dev-workflow-and-tools 49 Claude Code 1 1,926 tok
liangdabiao/facebook-ads-analyzer skillhub.cn Facebook Ads Analyzer is a professional advertising data analysis system based on the face 49 Claude Code 2 921 tok
antonbabenko/agent-plugins A collection of agent plugins for improving productivity, automating workflows, and making 49 Claude Code, Codex, OpenCode 2 3,472 tok
SpillwaveSolutions/automating-mac-apps-plugin Agents, Skills and Commands for automating Keynote, Notes, Reminders, Numbers and more usi 49 Claude Code, Codex, OpenCode 2 225 tok
swarm-ai-research/swarm swarm-ai.org SWARM: System-Wide Assessment of Risk in Multi-agent systems 49 Claude Code, Codex, OpenCode 80 7,994 tok
EodHistoricalData/eodhd-claude-skills eodhd.com Claude Code plugin for EODHD financial data — 150k+ tickers, 70+ exchanges, OAuth MCP serv 49 Claude Code 1 1,746 tok
calvinw/fl-studio-mcp MCP server enabling LLM assistants to interact with FL Studio's piano roll 49 Claude Code 1 4,648 tok
ShunL12324/xhs-mcp Xiaohongshu MCP server—lets AI assistants search, publish, and interact with Xiaohongshu c 49 Claude Code 3 4,400 tok