Installation
Copy the prompt below and send it to your AI assistant (e.g. Claude Code) — it will follow the instructions and install automatically.
Install the "social-measurement-loop" skill by following the instructions at https://skill123.me/install/social-measurement-loop.
Run in your terminal — downloads and installs to ~/.claude/skills/.
curl -fsSL https://skill123.me/install/social-measurement-loop.sh | bash
Download the zip and extract it into your skills directory (e.g. ~/.claude/skills/), then restart your session.
⬇ Download v1.0.0 · 5 KBAbout this skill
Overview
Use when the user asks to "run the weekly social readout", "which denominator does our engagement rate use", or "which posts won this week and what changes next cycle"; produces the organic-social metric dictionary (every rate names its denominator — ERR engagement-by-reach vs ERI by-impressions vs ER-by-follower — locked across periods), median-not-mean per-post rollups with organic and boosted separated, EMV as labeled exec-translation only (never inside any score), an attributed CHAOSS/Orbit-style community-health readout with employees excluded, and the best/worst-performer write-back the next calendar cycle consumes. Not for dollar-ROI math or the ECHO profile result gate verdict — use roi-calculator and social-quality-auditor. 社媒周报/互动率分母/指标字典/复盘回写
Source
- Repo: https://github.com/aaron-he-zhu/aaron-marketing-skills
- Path: social/observe/social-measurement-loop
Evaluation
AI-evaluated 2026-09-03: Exceptionally precise instructions: locked metric dictionaries (ERR/ERI/ER-by-follower denominators), median rollups with organic/boosted split, receipt-binding, done-when criteria, and explicit scope guards. However it is deeply coupled to a large sibling-skill ecosystem with memory dirs, scripts, and measurement contracts, making it hard to use standalone.