Lightlines
By aaron-he-zhu

social-measurement-loop

aaron-he-zhu924 installs

Weekly social results that guide your next posts.

What it does

Produces weekly organic-social readouts with consistent engagement metrics, best and worst performers, and recommendations for the next posting cycle.

When to use it

Use for weekly organic-social measurement, defining consistent metric denominators, comparing post performance, assessing an owned community, or preparing next-cycle learnings.

How to use it

Give it social analytics exports and a measurement request; it returns a metric dictionary, performance readout, and next-cycle recommendations.

What you provide

  • Your files

Uses

Latest review

What you need · 5

An owned Discourse community enables the documented community-health mode.

Routes paid-amplification readbacks to this skill; whether it must be installed to complete an organic-only readout is unstated.


Access · 6

This skill

memory/events/channels.ndjson

Write

Records channel observations

memory/hot-cache.md

Write

Saves learnings to session memory