contact-qualifier

Score sourced contacts against the ICP and tier them QUALIFY / MAYBE / SKIP so paid enrichment is spent only on good-fit contacts. Context-driven (segments.md rubric + personas.md + exclusions.md); no provider, no credits. Always includes a human review gate. Use when the user wants to "qualify the list", "score these contacts", or run only the qualify stage.