Watch data come alive.

This is the real playground embedded below — the same engine, the same app document that renders inside Claude. Paste any CSV (messy is fine) and it becomes a living, provenance-rich app. Illustrative sessions only: playground namespaces are anonymous, capped, and swept after 72 hours — don't park anything you care about here.

The 60-second script:

Paste a CSV → bring it to life. Watch the rows stream in and the chart draw.
Click a column header — the same app re-sorts itself.
Click any cell — the provenance drawer shows the exact source row.
Wait for the judge — provisional chips flip to confirmed on their own.
Copy a share link — it opens read-only anywhere, remixable into a fresh session.

In Claude it's even shorter: connect abagraph as an MCP connector, paste the CSV into the conversation, and say what you want to see — the app appears in the chat itself and reshapes on every turn.