How real projects configure their agents

24,815 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
veecle/chiplab veecle.ai Give agents access to virtual hardware. 18 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,171 tok
aa-io/site ambrosino.io Andrew Ambrosino's personal website 18 Codex, OpenCode 1 1,159 tok
nodnarbnitram/claude-code-extensions These are a collection of extension for Claude Code that can typically also be used in ope 18 Claude Code, Codex, OpenCode 11 4,389 tok
a-tokyo/agent-skills skills.sh 🧠 AI Agent skills for LLMs and AI Agents - Claude, Codex, Cursor etc. 18 Claude Code, Codex, OpenCode 2 1,128 tok
Thibaultbm/claude-seo-geo sorank.com SEO & GEO skills for Claude Code, built with Claude Mythos 5. Rank in Google AND in LLMs ( 18 Claude Code, Codex, OpenCode 1 1,031 tok
iannuttall/mailroom Private email infrastructure for people and AI agents. 18 Claude Code, Codex, OpenCode 2 1,623 tok
maojiebc/majia-guanyuan GuanYuan BI · Practical Edition — a hands-on enhancement layer built on top of the officia 18 Codex, OpenCode 1 2,368 tok
oscal-compass-lab/compliance-trestle-skills Agent-portable Compliance Trestle and OSCAL engineering toolkit: convert legacy SSPs to OS 18 Codex, Gemini CLI, OpenCode 2 1,658 tok
Parslee-ai/neo A self-improving code reasoning engine with persistent semantic memory 18 Claude Code, Codex, OpenCode 18 2,813 tok
blxzer77/cursor-trellis 18 Claude Code, Codex, OpenCode 15 4,726 tok
ReadyToGo-Education/fluxo_criativo 18 Claude Code, Codex, OpenCode 6 23,770 tok
bezael/sdd-creator Genera specs siguiendo la metodología Spec-Driven Development de Dominicode (Bezael Pérez) 18 Claude Code, Codex, OpenCode 2 2,825 tok
alifanov/scopegate scopegate.dev AI Access Proxy Layer — granular permission gateway for AI agents. Connect services, defin 18 Claude Code, Codex 4 7,613 tok
Zandereins/schliff pypi.org Deterministic quality scorer for AI agent instruction files — 8-dimension scoring with sec 18 Codex, OpenCode 1 1,073 tok
earonesty/boxpdf earonesty.github.io Tiny box-layout DSL over pdf-lib. Flexbox-lite for server-side PDF generation in Node, Clo 18 Codex, OpenCode 1 148 tok
ray-manaloto/notebooklm-claude-integration NotebookLM integration for Claude Desktop (MCP) and Claude Code (Plugin) - unified researc 18 Claude Code, Codex, OpenCode 3 3,194 tok
kununu/agent-bridge This skill accommodates Agent-to-Agent communitcation: e.g. Codex asking Claude for a revi 18 Codex, OpenCode 1 139 tok
XBP-Europe/sagemath-mcp pypi.org Stateful SageMath MCP server: 40 tools for symbolic math, algebra, number theory, graphs, 18 Claude Code, Codex, OpenCode 2 5,576 tok
AndyShaman/telegram-business-bridge ai-handler.com Connect any AI agent to your personal Telegram via the official Business API — no userbot, 18 Claude Code, Codex, OpenCode 2 2,255 tok
liujuanjuan1984/codex-a2a Expose Codex through A2A with an inbound server surface and embedded outbound client. 18 Codex, OpenCode 1 1,097 tok
tene-ai/tene tene.sh AI-safe secret manager CLI for Claude Code, Cursor, and other AI agents. Local-first, encr 18 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 3,109 tok
yelmuratoff/agent_sync One source of truth for your AI coding rules. AgentSync generates them for 14 tools in eac 18 Claude Code, Codex 13 —
TheLobbi/Claude-m Claude Microsoft plugins 18 Claude Code, Codex, OpenCode 12 5,969 tok
twells89/sigma-migration-skills Claude Code plugin marketplace: migrate Tableau / Power BI / Qlik to Sigma (converter + as 18 Codex, OpenCode 1 3,833 tok
remsky/comic-chat-web comics.remsky.art Modern port of Microsoft Comic Chat 1996 on Cloudflare Durable Objects || Create custom st 18 Claude Code, Codex, OpenCode 2 1,296 tok
Neeeophytee/ai-watermarks-reality-check Test what AI watermark and provenance evidence exists, whether it verifies, and what survi 18 Codex, OpenCode 1 652 tok
context4ai/agent-graph context4ai.org Graph Engineering for Agent Skills: a specification and toolchain for dynamically discover 18 Codex, OpenCode 1 442 tok
codybrom/clairvoyance clairvoyance.fyi ESP for AI Coding — Agent skills on the philosophy on software design, grounded in decades 18 Codex, OpenCode 1 659 tok
sandraschi/qcad-mcp fastmcp 3.4 server plus webapp for qcad pro architectural cad 18 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 744 tok
lennyzeltser/mcp-expertise-toolkit Turn domain expertise into AI-accessible MCP servers 18 Codex, OpenCode 1 58 tok
jmagly/kintsugi-usb AI-assisted rescue boot USB — a Ventoy multi-boot drive on Ubuntu 24.04 with offline LLM i 18 Claude Code, Codex, OpenCode 21 3,014 tok
zaber-dev/free-ai-gateway npmjs.com Enterprise-grade capability-driven AI routing engine, proxy gateway, MCP server, developer 18 Claude Code, Codex, OpenCode 5 1,137 tok
lance0/nbox crates.io Terminal UI, CLI, and MCP server for NetBox — fast search, IPAM lookups, and device contex 18 Codex, OpenCode 1 5,575 tok
davidmosiah/samsung-health-mcp wellness.delx.ai Unofficial local-first MCP server for Samsung Health personal-data CSV/ZIP exports. 18 Codex, OpenCode 1 162 tok
G-Research/bobbit Agent workforce manager for product owners 18 Claude Code, Codex, OpenCode 12 1,618 tok
aporb/agentic-os A minimal, opinionated template for turning any AI agent CLI into a persistent operating s 18 Claude Code, Codex, Cursor, OpenCode 3 2,326 tok
DoRmAmMu1997/My-Algo-Trading-Code Python algorithmic trading suite: signal generators, backtests, and a multithreaded paper- 18 Claude Code, Codex, OpenCode 2 14,138 tok
tallclub/matimo matimo.dev Policy-governed tool execution for AI agents. One YAML tool definition for Python, TypeScr 18 Claude Code, Codex, GitHub Copilot, OpenCode 15 13,898 tok
maxkuminov/obsidian-mcp Self-hosted MCP server for Obsidian: semantic + full-text search, wikilink graph, note CRU 18 Claude Code, Codex, OpenCode 2 14,180 tok
arjitj2/skillindex skillindex.app Keep your AI setup aligned across every agent, 100% locally. 18 Codex 1 —
vcqr/ashell vcqr.github.io A lightweight, attractive AI-powered cross-platform SSH client supporting SFTP, port forwa 18 Codex, OpenCode 1 196 tok
PANGKAIFENG/ai-product-manager-skills AI product manager skills for Codex/Claude: brainstorming, product research, PRD workflows 18 Codex, OpenCode 1 561 tok
andreapollastri/newsletter newsletter.web.ap.it Open Source Newsletter System 18 Claude Code, Codex, OpenCode 2 5,350 tok
anivar/developer-docs-framework skills.sh AI agent skill for technical docs — Diataxis + 27 rules, 6 style guides (Google, Good Docs 18 Codex, OpenCode 1 21,969 tok
gszr/lunar a truly open experimental coding harness 18 Codex, OpenCode 1 1,068 tok
toonhuysmans/pocket-scion-synth Real-time generative synthesis firmware for the Pocket SCION 18 Codex, OpenCode 1 1,475 tok
sourcenetwork/defradb.rs A full implementation of DefraDB in Rust 18 Codex, OpenCode 1 9,106 tok
aiqinxuancai/e-language-skill AI Agent Skill for Yi Language (e-language) projects. 18 Codex, OpenCode 1 90 tok
delta-exchange/delta-exchange-mcp mcp.delta.exchange Official Delta Exchange MCP 18 Codex, OpenCode 1 6,314 tok
macanderson/stella stella.oxagen.sh A coding agent that builds it's own tools and mines it's own skills and always ships with 18 Claude Code, Codex, OpenCode 5 46,046 tok