bookforge-growth-experiment-prioritization-scorerUse 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...
Install via ClawdBot CLI:
clawdbot install quochungto/bookforge-growth-experiment-prioritization-scorerGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/bookforge-ai/bookforge-skills/tree/main/books/hacking-growth/Audited Apr 17, 2026 · audit v1.0
Generated May 5, 2026
A growth product manager at a SaaS startup has 40+ experiment ideas and needs to decide which 5 to run next sprint. Uses ICE scoring to rank ideas objectively against the North Star metric.
A growth team meets weekly to select experiments. Before the meeting, the team uses ICE scoring on their backlog to create a ranked list, saving meeting time for discussion and action.
A company shifting focus from acquisition to activation runs ICE scoring on activation-related experiments to quickly identify high-impact tests for the new area.
An early-stage founder with a messy backlog of growth ideas uses ICE scoring to cut through confusion and pick the most promising experiment for the week.
Charges monthly subscription for software. Growth experiments focus on trial activation, feature adoption, and retention.
Connects buyers and sellers. Experiments target liquidity, conversion, and repeat transactions.
Free base tier with premium upgrades. Experiments aim to increase free-to-paid conversion, engagement, and viral loops.
💬 Integration Tip
Ensure you have a North Star metric defined before scoring; use the skill after installing the high-tempo experiment cycle.
Scored Apr 19, 2026
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