Growth Experiment Prioritization Scorer

Use this skill to score and rank a growth experiment backlog using the ICE framework (Impact, Confidence, Ease — each rated 1–10 and averaged) and select the top experiments for the next sprint. Reads an experiment-backlog.md file, applies the ICE rubric with explicit definitions for each dimension, ranks all experiments, separates 'launch now' from 'pipeline with target date' from 'drop', and emits a scored backlog the team can bring to their weekly growth review. Triggers when a growth PM asks 'help me prioritize my experiment ideas', 'which test should I run next', 'ICE score my backlog', 'rank these growth experiments', 'how do I pick experiments for this sprint', 'impact confidence ease', 'ICE framework', 'growth experiment prioritization', or 'I have 40 test ideas, which ones first'. Also activates for 'score this backlog', 'my experiment queue is a mess', 'we keep running low-impact tests', 'growth experiment ranking', or 'how to rank A/B test ideas'.

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Install

Claude CodeClawhHubnpxCursorCodexGemini CLI

1. Add marketplace

› /plugin marketplace add bookforge-ai/bookforge-skills

2. Install plugin

› /plugin install hacking-growth@bookforge-skills

3. Use the skill

› /growth-experiment-prioritization-scorer

CC-BY-SA · Open sourceGitHub

Source Book

Hacking Growth

Sean Ellis, Morgan Brown

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