Agent control plane

Crawls camp directories & association finders (ACA, MySummerCamps, US Sports Camps, iD Tech, Jewish/Diabetes finders, Canadian/UK/Irish associations) and harvests candidate camp sites.

Catch-all long-tail discovery across {camp type × region} via a search API, so no camp is missed. Needs SERPAPI_KEY; safe no-op until configured.

Reconciles multi-location chains/franchises (YMCA, JCC, KE Camps, iD Tech…) under a shared parent org and flags location counts.

Fetches each camp's website + contact/about/staff/register subpages and extracts every EMAIL (typed + confidence-scored), PHONE (E.164), CONTACT FORM, social link & named person. The workhorse.

Assigns multi-label category tags, residential|day setting, faith affiliation & age range from name/description (AI when keyed, heuristics otherwise).

Resolves each camp's address to lat/lng via free OpenStreetMap Nominatim for the map view & regional filters.

Merges records that are the same camp (shared website host / phone), keeping the richest and folding in the rest.

Detects dead websites and marks them INACTIVE. The only agent that can deactivate a camp — cautious, OFF by default.

Recomputes contact rollups & the 0-100 actionability qualityScore that drives the default sort and the 'ready to outreach' filter.