AI Marketing + ActiveCampaign

"Find my hottest leads" — ranks contacts by a composite of AC lead score, recent engagement velocity, deal-stage progression, and content depth. Output includes a "top signal" column explaining *why* each lead is hot, so you walk into the call already knowing what they care about.

"Merge my duplicate tags" — catches behavioral duplicates that string-similarity tools miss. Surfaces case-mismatch (customer + Customer), separator typos (webinar-attendee + webinar_attendee), and semantic duplicates (vip + high-value-customer) by co-occurrence on the same contacts. Then resolves them in-conversation: applies the survivor tag, removes the dupe, patches automation references, and deletes the dead tag — with explicit confirmation before each destructive step.

"Run my morning briefing" — pulls a daily digest off your account: yesterday's campaign metrics vs. baseline, hot-lead changes since last check, slipping deals that crossed the staleness threshold overnight, automations with new stalled enrollments, and any baseline-drift alerts.

For more examples (subject-line lift analysis, list health audits, stalled-automation detection, re-engagement campaigns), see the workflow recipes in recipes/.

Get credentials from Settings → Developer in your AC account:

export AC_API_URL=https://youraccount.api-us1.com
export AC_API_TOKEN=your-api-token

On first install, run calibration:

python3 {baseDir}/scripts/calibrate.py

This builds ~/.activecampaign-skill/state.json with your account's lists, tags, custom fields, pipelines, automations, and 90-day performance baselines. Re-run monthly.

Two gotchas: