Your AI Registry is now a knowledge bundle

The AI Workflow Framework’s registry got its biggest upgrade yet (handsonai plugin v7.0.0). Your registry is no longer a single generated index file — it’s a structured knowledge bundle your AI assistant reads, writes, and maintains: one file per business, process, and workflow, all linked, all in plain Markdown you own.

Set it up in one conversation. The new scaffolding-registry skill builds your registry as a guided interview — about 30 minutes from “set up my AI registry” to a complete picture of your business: your lines of business, the processes where AI can help most, and your first workflow, ready to take through the framework. Start from the AI Registry template repo or let the skill scaffold any workspace. Full guide: AI Registry Setup.

A dashboard that keeps itself current. Every maintenance pass regenerates REGISTRY.md (your at-a-glance inventory) and a visual dashboard — your business’s value chain, workflow status, and per-workflow drill-ins — as a single HTML file that opens in any browser. If your registry lives in a GitHub repo created from the template, a built-in automation republishes the dashboard to a live web page on every change. You never run any of it by hand.

Works where you work. The registry is plain Markdown, so the same bundle works across Claude Code, Cowork, the ChatGPT desktop app, and upload-based setups — the setup guide has a complete path for each platform.

Already using the framework? Nothing to redo by hand: the next time a framework skill touches an older workspace, it offers to migrate your existing workflows into the bundle automatically.

Update the plugin (/plugin install handsonai@handsonai, or “Check for updates” in Cowork) to get the new skills — all fourteen are also available as downloads for claude.ai and ChatGPT.