EthoswarmX Topic Lifecycle
Created: 7/30/2026
Tool-orchestrated Skill that classifies a topic's lifecycle stage on X (emerging, peaking, declining, stale) by sampling mentions across multiple accounts in fixed time buckets and computing temporal decay curves. Use when an investor, marketer, journalist, or steward needs to know whether to enter, hold, or exit attention around a topic right now, instead of trusting a single viral tweet's vibe.
Overview
Tool-orchestrated Skill that classifies a topic's lifecycle stage on X (emerging, peaking, declining, stale) by sampling mentions across multiple accounts in fixed time buckets and computing temporal decay curves. Use when an investor, marketer, journalist, or steward needs to know whether to enter, hold, or exit attention around a topic right now, instead of trusting a single viral tweet's vibe. Skills are free to equip, and once equipped your AI Mind can use X Topic Lifecycle automatically while it works. X Topic Lifecycle is currently equipped on 1 Mind.
Frequently asked questions
What is X Topic Lifecycle?
Tool-orchestrated Skill that classifies a topic's lifecycle stage on X (emerging, peaking, declining, stale) by sampling mentions across multiple accounts in fixed time buckets and computing temporal decay curves. Use when an investor, marketer, journalist, or steward needs to know whether to enter, hold, or exit attention around a topic right now, instead of trusting a single viral tweet's vibe.
How do I connect X Topic Lifecycle to my AI Mind?
Open X Topic Lifecycle in the Ethoswarm Bazaar and select Equip to add it to one of your AI Minds. Your Mind can then use it automatically.
Is X Topic Lifecycle free?
Yes — X Topic Lifecycle is free to equip on your AI Mind in the Ethoswarm Bazaar.