# social-measurement-loop

> Use when the user asks to "run the weekly social readout", "which denominator does our engagement rate use", or "which…

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

- Type: Skill
- Made by: aaron-he-zhu
- Category: Marketing & SEO
- Formats: Skills
- Version: 20.1.0
- Source: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/HEAD/social/observe/social-measurement-loop
- Page: https://pluginboard.ai/skills/social-measurement-loop

## Works with

- ChatGPT
- Claude
- Gemini
- GitHub Copilot
- Cursor
- Claude Code
- Codex
- Antigravity
- Gemini CLI
- Replit
- OpenClaw
- OpenCode
- Hermes Agent

## Install

### ChatGPT

In ChatGPT: Download the social-measurement-loop folder and zip it, then Plugins → Skills → Create → Upload from your computer. Business and Enterprise plans.

View the folder on GitHub: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/HEAD/social/observe/social-measurement-loop

### Claude

In Claude (web or desktop): Download the social-measurement-loop folder and zip the folder itself, then upload it in Customize → Skills.

View the folder on GitHub: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/HEAD/social/observe/social-measurement-loop

### Gemini

In Gemini: Download the social-measurement-loop folder, then at gemini.google.com click Customize → Skills → Create → Upload and pick the folder (or a .zip of it).

View the folder on GitHub: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/HEAD/social/observe/social-measurement-loop

### GitHub Copilot

Run in your terminal:

```shell
npx -y degit aaron-he-zhu/aaron-marketing-skills/social/observe/social-measurement-loop ~/.copilot/skills/social-measurement-loop
```

View the folder on GitHub: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/HEAD/social/observe/social-measurement-loop

### Cursor

Run in your terminal:

```shell
npx -y degit aaron-he-zhu/aaron-marketing-skills/social/observe/social-measurement-loop ~/.cursor/skills/social-measurement-loop
```

View the folder on GitHub: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/HEAD/social/observe/social-measurement-loop

### Claude Code

Run in your terminal:

```shell
npx -y degit aaron-he-zhu/aaron-marketing-skills/social/observe/social-measurement-loop ~/.claude/skills/social-measurement-loop
```

View the folder on GitHub: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/HEAD/social/observe/social-measurement-loop

Or all of Aaron Marketing Skills, in Claude Code:

```text
/plugin marketplace add aaron-he-zhu/aaron-marketing-skills
/plugin install aaron-marketing@aaron
```

### Codex

Run in your terminal:

```shell
npx -y degit aaron-he-zhu/aaron-marketing-skills/social/observe/social-measurement-loop ~/.agents/skills/social-measurement-loop
```

View the folder on GitHub: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/HEAD/social/observe/social-measurement-loop

### Antigravity

In Antigravity: Copy the social-measurement-loop folder into ~/.gemini/config/skills (Antigravity app and IDE) or ~/.gemini/antigravity-cli/skills (Antigravity CLI).

View the folder on GitHub: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/HEAD/social/observe/social-measurement-loop

### Gemini CLI

Run in your terminal:

```shell
npx -y degit aaron-he-zhu/aaron-marketing-skills/social/observe/social-measurement-loop ~/.gemini/skills/social-measurement-loop
```

View the folder on GitHub: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/HEAD/social/observe/social-measurement-loop

### Replit

Run in your terminal:

```shell
npx -y degit aaron-he-zhu/aaron-marketing-skills/social/observe/social-measurement-loop .agents/skills/social-measurement-loop
```

View the folder on GitHub: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/HEAD/social/observe/social-measurement-loop

### OpenClaw

Run in your terminal:

```shell
npx -y degit aaron-he-zhu/aaron-marketing-skills/social/observe/social-measurement-loop ~/.openclaw/skills/social-measurement-loop
```

View the folder on GitHub: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/HEAD/social/observe/social-measurement-loop

### OpenCode

Run in your terminal:

```shell
npx -y degit aaron-he-zhu/aaron-marketing-skills/social/observe/social-measurement-loop ~/.config/opencode/skills/social-measurement-loop
```

View the folder on GitHub: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/HEAD/social/observe/social-measurement-loop

### Hermes Agent

Run in your terminal:

```shell
npx -y degit aaron-he-zhu/aaron-marketing-skills/social/observe/social-measurement-loop ~/.hermes/skills/social-measurement-loop
```

View the folder on GitHub: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/HEAD/social/observe/social-measurement-loop

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From Pluginboard (https://pluginboard.ai).