cf-variants

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Generate scored A/B test variations of headlines, hooks, CTAs, and intros ranked by optimization goal.

AI & Automation 17 stars 6 forks Updated today MIT

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Skill Content

# 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:** 1. **Extract & Analyze** — Parse the source element, identify its type, tone, structure, and current strengths/weaknesses 2. **Generate Variations** — Create N distinct alternatives using Humanizer patterns (sentence variety, natural phrasing) and Reviewer scoring logic (quality dimensions) 3. **Score Each Variation** — Rate across ...

Details

Author
indranilbanerjee
Repository
indranilbanerjee/contentforge
Created
5 months ago
Last Updated
today
Language
Python
License
MIT

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