growth-os

Run the Growth OS growth audit — SEO, page speed / Core Web Vitals, GEO (AI visibility), competitors, and a live GA4/GSC baseline — and write the results as an "## Audit Findings" section in the context hub. Use when someone runs /growth-os:audit, says "audit my growth," "how's my SEO," "give me a growth report," "what should I fix," or after onboarding to get a first read on the business.

Guided wizard for wiring up data sources. Scans .env for what's already connected, splits sources into 🟢 start-now (GA4, Search Console, MailerLite, PageSpeed) versus 🔴 needs-approval (Google Ads, Meta), links to docs/integrations/*, and walks the user through it step by step — separating one-time developer approvals from per-user OAuth. Use when someone runs /growth-os:connect, says "connect my accounts," "hook up GA4," "wire up analytics," or when an audit is blocked because a data source is missing.

Build or update the Growth OS context hub — .agents/product-marketing.md — the single source of truth for the business's USP, UVP, ICP, positioning, and voice. Pre-fills from a business URL, confirms with the user through short batched questions, and writes idempotently. Use when someone runs /growth-os:context, says "set up my context," "update positioning," "who's my ICP," or before any other growth work so downstream skills have something to read.

Assemble a single text overview from the context hub — the live baseline (GA4/GSC), the latest audit findings, the GEO scorecard, and integration status — into one readable report. Use when someone runs /growth-os:dashboard, says "give me the overview," "where do things stand," "growth summary," "status report," or wants the whole picture in one place without re-running everything.

Route a growth task to the right skill. Maps a job (get more signups, reduce churn, rank a page, write ads) to Growth OS's native skills first, and — only if the user has a marketing skill pack installed — points to it by reference without copying any of its content. Uses core/knowledge/atomic-skills-map.md. Use when someone runs /growth-os:delegate, says "help me with X growth task," "what should I use for this," or when an audit finding needs an owner.

Measure how visible a brand is inside AI assistants (ChatGPT, Gemini, Claude, Perplexity) for its ICP's real questions. Runs a repeatable protocol of ~15 natural-language queries, reads whether and how the brand shows up, and reports Visibility, Rank, Sentiment, Recommendation rate, Share of Voice, and citation domains. Use when someone runs /growth-os:geo-audit, says "am I visible in ChatGPT," "AI visibility," "do LLMs recommend us," "GEO baseline," or when the growth audit needs the GEO section.

Make a page more likely to be cited and quoted by AI assistants. Applies a 9-pattern citability checklist (answer-first, descriptive headings, standalone sections, tables, lists, fact density, entity naming, clean HTML) and adds llms.txt plus FAQPage schema. Use when someone runs /growth-os:geo-content, says "optimize for AI citations," "make this quotable," "GEO content," "help ChatGPT quote my page," or after geo-audit shows the brand is invisible or out-cited.

First-run flow for Growth OS. Takes a business URL and walks the user through the full setup — build the context hub, connect accounts, run the growth audit — then explains what to do next. Use when someone runs /growth-os:onboard, says "set up Growth OS", "get started", "onboard my business", or just drops a URL and asks Growth OS to take it from there.