- Tell it: 'Scrape all Toolify.ai categories and score by traffic'. It will.
- Tell it: 'Which mailboxes have less than 60% deliverability? Pause them.' It will.
- Tell it: 'Draft 5 openers for SaaS founders missing HSTS.' It will.
Fuzzy resolution
'omni seo' → 6 exact mailboxes with a checklist to confirm — no exact syntax.
Streaming task cards
Live tool-call cards with progress, timings, and compact result badges.
Tools that ship
run_warmup_now, run_seed_replies, resolve_mailboxes, list_campaigns, dry-run sends.
Dry-runs by default
Any destructive tool call presents a plan first; you approve, it executes.
Streams over SSE
Real-time responses so long tools don't feel like a hang.
Interactive outputs
Checklists, mailbox pickers, campaign selectors — clickable, not markdown text.
Related