Query and apply The Website Specification — a platform-agnostic specification of what a good website does, with each item tagged required, recommended, optional, or avoid. Use when the user asks what their site should have, whether something is required, how to audit a URL, what's missing for agent readiness, or…
Generative Engine Optimization plus agent readiness. Use this skill whenever the user asks about GEO, AEO, LLMO, optimizing content for AI search engines (ChatGPT, Perplexity, Google AI Overviews, Claude, Gemini, Copilot), getting cited by LLMs, brand mentions in AI responses, llms.txt, robots.txt for AI crawlers…
Build, retrofit, or score an agent-native CLI for AI agents (Claude Code, Cursor, codex, opencode). Use when scaffolding a CLI for agent consumers, bringing a human-first CLI up to agent-first standards, or assessing an existing CLI's agent readiness. Do NOT use for general CLI style or one-off shell scripts.
Use when auditing a public website for AI visibility, agent accessibility, scrapability, or search-discovery readiness with the free MachineRead Essentials audit. Triggers: 'audit this URL for AI readiness', 'check if the site is agent-friendly', 'run a MachineRead audit', 'get a public-readiness score'. Calls POST…