marketing-loops

This skill helps users establish "marketing loops," which are repeatable marketing workflows designed to be run autonomously by an AI agent on a specific cadence (e.g., weekly, daily) or triggered event. These loops transform manual marketing tasks into always-on systems, such as weekly SEO opportunity scans or ad-fatigue refreshes.

Use this skill when the user wants to set up automated, recurring marketing tasks, or mentions concepts like "marketing loop," "automate my marketing," "marketing on autopilot," or "run this every week." It's for ongoing processes rather than one-off ideas.

Upon invocation, the skill first checks for product marketing context. It then clarifies the desired outcome the loop should protect or grow. Users then choose a loop from a catalog or adapt an existing one, tune its cadence to match signal speed, confirm human checkpoints for approval, and schedule its execution.

Every loop is defined by nine parts: check cadence, action condition, purpose, skills used, loop body steps, a self-check before acting, state/idempotency handling (to prevent duplicate actions), a stop/bail-out condition (for errors or manual halts), and a defined output location for results. This structured anatomy ensures robustness and prevents unintended actions.