Suggest Companies

The anti-loop spine. Reads a domain note (or several), reads crm/outreach.md, ranks candidates against ground-truth.md, and emits a ranked list with explicit freshness so the user can see why a company is or isn't on the list.

Inputs

$ARGUMENTS:

• Required (one of):
  • --domain=<slug> — single domain note.
  • --from=<note-slug> — any domain-notes file (e.g. like-snowglobe, remote-devtools, geo-tel-aviv-ai).
  • --all-fresh — every domain-notes file written in last 60 days, merged.
• Optional: --n=<count> (default 10).
• Optional: --lens=<employer|client|partner> (default employer).
• Optional: --include-recent — disable the hard exclusion (rare; for review of recent activity).
• Optional: --explain — verbose ranking rationale per row.

Examples