Home / indranilbanerjee / contentforge · GitHub

cf-variants SKILL.md skillA

cf-variants from indranilbanerjee/contentforge is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add indranilbanerjee/contentforge/cf-variants@git:20261009.d7af708

Pins git:20261009.d7af708 in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: indranilbanerjee/contentforge
Path: skills/cf-variants/SKILL.md
Versions recorded: 6
Latest version: git:20261009.d7af708, committed Oct 9, 2026
First version recorded: May 8, 2026
Size: 20,910 bytes
Repository stars: 33
License: MIT

Generate scored A/B variants of a headline, opening line, hook or CTA, with a test plan. "give me headline options to test".

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Content Variant Generator — A/B Test Optimization

Generate multiple scored variations of any content element — headlines, hooks, CTAs, introductions, or conclusions — ranked by composite quality score and aligned to your optimization goal.

## When to Use

Use `/contentforge:cf-variants` when you need:
- **A/B test candidates** for headlines, subject lines, or CTAs
- **Higher-performing alternatives** to existing content elements
- **Data-informed decisions** about which hook or intro to deploy
- **Systematic variation** rather than guessing what works better
- **Brand-consistent alternatives** that maintain voice while testing angles

**For full content production**, use [`/contentforge:create-content`](../../commands/create-content.md) instead.
**For refreshing entire pieces**, use [`/contentforge:content-refresh`](../content-refresh/SKILL.md) instead.

## What This Command Does

Takes a single content element and generates N variations (3-10), scores each across 6 quality dimensions, ranks by composite score weighted toward your optimization goal, and presents the top 3 with detailed reasoning and A/B test setup guidance.

**Process Flow:**
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add indranilbanerjee/contentforge/cf-variants@sha256:0173e11140b088a4

The line at the top of this page pins the label git:20261009.d7af708, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

[![mdr](https://markdownregistry.com/badge/art_yfhscdj5o47tbfv4.svg)](https://markdownregistry.com/a/art_yfhscdj5o47tbfv4)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 6 versions of this file, between May 8, 2026 and Oct 9, 2026, about one every 31 days.

version	committed	commit	size	audit
git:20261009.d7af708 latest	2026-10-09	d7af708	20,910 B	A	view · diff
git:20260812.d9feffd	2026-08-12	d9feffd	21,541 B	A	view · diff
git:20260731.dee44d5	2026-07-31	dee44d5	20,885 B	A	view · diff
git:20260729.ca8163c	2026-07-29	ca8163c	20,861 B	A	view · diff
git:20260706.1a06b16	2026-07-06	1a06b16	20,816 B	A	view · diff
git:20260508.dabd65f	2026-05-08	dabd65f	20,570 B	A	view

Audit of the latest version

A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (20910 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

indranilbanerjee/contentforge · 33 stars · license MIT · pushed 2026-10-11 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_yfhscdj5o47tbfv4
GET https://markdownregistry.com/api/v1/resolve?ref=indranilbanerjee/contentforge/cf-variants
GET https://markdownregistry.com/api/v1/blob/0173e11140b088a4fdb3b29fcb25e2b3b359bb825db4793529189926698a7642

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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