social-media-skills/skills · skills/experimentation-and-ab-testing/SKILL.md

experimentation-and-ab-testing skillA

experimentation-and-ab-testing is agent-read markdown (skill) from social-media-skills/skills: A/B testing and experimentation for social media content — evidence over opinion, at honest organic-scale rigor. Use when someone wants to "A/B test" or "split test" content, "test which version/hook/time/caption/thumbnail works," "set up an experiment," "what should I test," or to settle a content debate with evidence instead of opinion. Designs disciplined organic tests: one variable, controlled context, a decision rule set BEFORE publishing, enough duration and repetitions to separate signal .

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 social-media-skills/skills/experimentation-and-ab-testing@v1.0.0
Exact content
mdr add social-media-skills/skills/experimentation-and-ab-testing@sha256:58e81295c7dffe5c

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_ketqqsk3hb6cqq7h.svg)](https://markdownregistry.com/a/art_ketqqsk3hb6cqq7h)

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Versions

versioncommittedcommitsizeaudit
v1.0.0 latest2026-07-18 5222f27 5,886 BA view · diff
v1.0.02026-07-16 2e54555 5,993 BA view · diff
v1.0.02026-07-08 28a59a8 5,566 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 (5886 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

social-media-skills/skills · 89 stars · license MIT · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ketqqsk3hb6cqq7h
GET https://markdownregistry.com/api/v1/resolve?ref=social-media-skills/skills/experimentation-and-ab-testing
GET https://markdownregistry.com/api/v1/blob/58e81295c7dffe5cedbb317b11b3e656cd6050721c8e228cde1e49e0a639a936

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