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
velmighty/youtube-to-knowledge Turn any YouTube video into a transcript, summary, and knowledge graph - powered by Claude 68 Claude Code 4 290 tok
Dicklesworthstone/remote_compilation_helper Intercepts cargo/gcc builds from AI coding agents via hooks and transparently routes them 68 Claude Code, Codex, OpenCode 3 10,777 tok
ahmetb/Iris Webcam mirror window for macOS 68 Claude Code, Codex, OpenCode 2 1,284 tok
selance/madeinalgeria madeinalgeria.dev A curated directory of open-source projects built by Algerian developers. Discover, star, 68 Claude Code 1 2,274 tok
GabrielDrapor/ovid ovid.ink A bilingual Reader. Two languages, one tap. 68 Claude Code, Codex, OpenCode 2 5,125 tok
khuynh22/mcp-wireshark An MCP server that integrates Wireshark/tshark with AI tools and IDEs. Capture live traffi 68 Claude Code 5 1,743 tok
thaitype/chief A structured workflow for AI coding agents. Drop it into any project, set your rules once, 68 Claude Code, Codex, OpenCode 3 1,179 tok
robotbird/skillkit skillkit.net AI agent's skills manager 68 Claude Code 1 2,722 tok
Sarv/SarvTerminal sarv.com Fast, open-source macOS terminal + SSH connection manager — saved-host vault, SFTP/SCP, SS 68 Claude Code, Codex, OpenCode 2 836 tok
sdsrss/claude-mem-lite Persistent long-term memory for Claude Code via MCP — captures coding decisions, bugfixes, 68 Claude Code 1 5,305 tok
hyperb1iss/sibyl sibyl.ist Cross-agent memory for AI coding tools: one self-hostable knowledge graph shared by Claude 68 Claude Code, Codex, OpenCode 2 2,537 tok
AkbarDevop/ai-job-agent AI-powered job application automation toolkit — LinkedIn Easy Apply, Greenhouse, Lever, Jo 68 Claude Code 1 4,101 tok
f-labs-io/agent-html-skills Skill implementation of bidirectional Agent/Human communications 68 Claude Code 1 901 tok
ankurkumarz/agentic-ai-knowledge-base Agentic AI is the fast evolving technology landscape and this repository is an effort to c 68 Claude Code, Codex, Gemini CLI, OpenCode 3 6,886 tok
tweag/tricorder Tricorder provides simple, fast, focused feedback when hacking on Haskell (with or without 68 Claude Code 1 357 tok
kortix-ai/agent-computer-use agent-computer-use.dev Computer use CLI for AI agents 68 Claude Code 1 956 tok
emalorenzo/three-agent-skills AI coding agent skills for Three.js and React Three Fiber best practices 68 Claude Code, Codex, OpenCode 2 1,416 tok
Fmarzochi/EGC fmarzochi.github.io EGC gives every AI coding agent the same brain. Shared memory, skills, and live context ac 68 Claude Code, Codex, GitHub Copilot, Gemini CLI, Kiro, OpenCode 20 8,305 tok
1A7432/loreweaver A self-hosted, world & story-first AI Game Master / Keeper for TTRPGs (D&D 5e SRD + CoC 7e 68 Claude Code, Codex, OpenCode 2 4,510 tok
ngtiendong/Academic-Research-Agent-Skill Human-guided Research Agent Skill for Master and PhD students in CS, AI, math, and enginee 68 Claude Code 1 829 tok
vitalio-sh/thunderbird-cli Give Claude full access to your email through Mozilla Thunderbird. CLI + MCP server for AI 68 Claude Code, Codex, OpenCode 2 1,839 tok
Pixel-Process-UG/agent-office agent-office.pixelandprocess.de Pixel-art virtual office for AI agent teams 68 Claude Code 1 1,974 tok
NickCrew/Claude-Cortex cortex.atlascrew.dev Claude Cortex 68 Claude Code, Codex, OpenCode 2 1,673 tok
Kong-lh-rgb/vesta Agent Harness for long-running agents that remember, continue, and learn from real work. 68 Claude Code 10 —
KbWen/agent-virtual-office 🏢 Watch your AI coding agents live their office life — Claude Code, Codex & Gemini show u 68 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 54 4,798 tok
omarshahine/apple-pim npmjs.com Native macOS integration for Calendar, Reminders, and Contacts using EventKit and Contacts 68 Claude Code, Codex, GitHub Copilot, OpenCode 18 5,749 tok
xWebt/chinese-erotic-fiction-writing General-purpose skill for writing Chinese adult-oriented (H) novels (Hermes Agent skill) — 68 Claude Code, Codex, OpenCode 2 1,931 tok
basalt-ai/cobalt 68 Claude Code 1 3,875 tok
cmaughan/Draxul 🩸 A Dark Factory agentic project. A Universal console shell, city-as-code metaphor. Cros 68 Claude Code, Codex, Gemini CLI, OpenCode 7 7,793 tok
wafflebase/wafflebase wafflebase.io Super Simple Office Suite 68 Claude Code, Codex, OpenCode 14 1,250 tok
vouchdev/vouch vouchai.dev A git-native, review-gated knowledge base for AI agents: they propose writes, you approve 67 Claude Code, Codex, OpenCode 3 5,107 tok
b1rdmania/ghostclaw ghostclaw.io an AI that lives on your computer and does stuff for you. Public beta. 67 Claude Code 59 —
jmanhype/MCPhoenix A simplified implementation of the Model Context Protocol (MCP) server using Elixir's Phoe 67 Claude Code 1 525 tok
n24q02m/better-code-review-graph mcp.n24q02m.com Knowledge graph for token-efficient code reviews -- semantic search and call-graph resolut 67 Claude Code, Codex, OpenCode 5 5,599 tok
yuya373/claude-code-emacs This package provides seamless integration with Claude Code, allowing you to run AI-powere 67 Claude Code 8 2,336 tok
rocklambros/nist-csf-2-mcp-server MCP server implementation for NIST Cybersecurity Framework 2.0 67 Claude Code 1 5,340 tok
dermatologist/pyomop nuchange.ca Python package for managing OHDSI clinical data models. Includes support for LLM based pla 67 Claude Code, Codex, OpenCode 2 551 tok
mnemox-ai/AgentRelay mnemox.ai Verifiable microtask protocol for AI agent collaboration. Task lifecycle, validation engin 67 Claude Code, Codex 2 1,618 tok
lgbarn/shipyard Structured project lifecycle plugin for Claude Code — from idea to production with discipl 67 Claude Code, Codex, OpenCode 5 1,700 tok
HLND2T/CS2_VibeSignatures Generate CS2 signatures via Agent SKILLS with ida-pro-mcp 67 Claude Code, Codex, OpenCode 2 757 tok
MartyBonacci/specswarm specswarm.com SDD Specification driven development orchestration plugins for Claude Code. 67 Claude Code 1 2,691 tok
Jamie-BitFlight/claude_skills Plugins for Anthropic's Claude Code, Codex, Cursor and more 67 Claude Code, Codex, OpenCode 7 6,016 tok
NLACE-COM/mcp-supermercados-cl Servidor MCP para buscar productos, comparar precios y armar la mejor lista de compra en s 67 Claude Code 1 6,599 tok
panguard-ai/panguard-ai panguard.ai Open-source security platform for AI agents -- audits skills before install, monitors 24/7 67 Claude Code 18 —
loopdive/js2 js2.loopdive.com JavaScript (ECMAScript) ahead-of-time compiler 67 Claude Code, Codex, OpenCode 11 24,991 tok
qingchencloud/cj2api cj2api.qt.cool Convert ChatJimmy into an OpenAI-compatible API using a Cloudflare Worker | Zero-cost depl 67 Claude Code, Codex 3 —
MarkPDFdown/markpdfdown-desktop markdown.fit A high-quality PDF-to-Markdown desktop tool based on large language model visual recogniti 67 Claude Code, Codex, OpenCode 2 5,758 tok
lensesio/agentic-engineering-for-apache-kafka lenses.io AI agent skills for building, operating and troubleshooting Apache Kafka applications. Top 67 Claude Code, Codex, OpenCode 1 2,495 tok
stuinfla/Repo-Explainer repo-explainer-six.vercel.app Repo Explainer — turn any GitHub repo into a visual explainer page. Pipeline + 5 live exam 67 Claude Code 1 1,827 tok
wraps-team/wraps wraps.dev AWS Email, SMS, & CDN, simple. 67 Claude Code, Codex, OpenCode 3 876 tok