aaron-he-zhu/aaron-marketing-skills · social/observe/social-measurement-loop/SKILL.md

social-measurement-loop skillA

social-measurement-loop is agent-read markdown (skill) from aaron-he-zhu/aaron-marketing-skills: 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-.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add aaron-he-zhu/aaron-marketing-skills/social-measurement-loop@v20.1.0
Exact content
mdr add aaron-he-zhu/aaron-marketing-skills/social-measurement-loop@sha256:04411b23f77315bb

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_f3zdppd6qulnm335.svg)](https://markdownregistry.com/a/art_f3zdppd6qulnm335)

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Versions

versioncommittedcommitsizeaudit
v20.1.0 latest2026-09-01 0c914b1 13,071 BA view · diff
v20.0.02026-08-20 879002a 13,033 BA view · diff
v19.2.02026-08-10 d09dd90 13,033 BA view · diff
v19.1.02026-08-01 f744424 13,033 BA view · diff
v19.0.02026-07-24 407137c 13,033 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (13071 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

aaron-he-zhu/aaron-marketing-skills · 2,796 stars · license Apache-2.0 · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_f3zdppd6qulnm335
GET https://markdownregistry.com/api/v1/resolve?ref=aaron-he-zhu/aaron-marketing-skills/social-measurement-loop
GET https://markdownregistry.com/api/v1/blob/04411b23f77315bb87e7b01fc02756bd7d822714cad40048dc934cfb396f2e00

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.