What problem does it solve? Recurring marketing work — weekly SEO checks, ad-fatigue refreshes, churn watches — gets forgotten or done inconsistently when handled manually. This Skill turns those tasks into repeatable loops an AI agent runs on a cadence, each with a defined trigger, self-check, state handling, and stop condition. ## Core Features & Use Cases - Loop Catalog: 43 ready-to-adapt loop specs covering SEO, paid ads, social, activation, retention, revenue, and referrals, each defined with a nine-part anatomy (cadence, action condition, purpose, skills used, body, self-check, state, stop condition, output). - Guardrails & Compliance: A two-tier action model that keeps drafting autonomous but gates spending, sending, and publishing behind human checkpoints, with CAN-SPAM, GDPR, FTC, and platform ToS rules. - State & Idempotency Patterns: Watermark, dedupe, cooldown, and in-flight patterns so scheduled loops never double-act or re-contact the same people. - Use Case: A B2B SaaS team wants a weekly SEO watch. The Skill selects the keyword-gap and ranking-drop loops from the catalog, sets a weekly cadence matched to how slowly rankings move, defines dedupe state, and stages briefs for human review. ## Quick Start Set up a weekly marketing loop that watches our search rankings and stages a fix plan whenever a priority keyword drops.