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User Story Prioritization with Weighted RICE

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Millie Marconi
Contributed byMillie MarconiXSource

Feb 16, 2026

User Story Prioritization with Weighted RICE A prompt that instructs Claude to score and rank user stories using the RICE framework, highlighting reasoning and unrealistic effort estimates.

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I have these user stories: [PASTE STORIES] Score each using RICE framework: - Reach: How many users per quarter? - Impact: Score 0.25 (minimal) to 3 (massive) - Confidence: % certainty in estimates - Effort: Person-months required Then calculate RICE score (Reach Γ— Impact Γ— Confidence / Effort) and rank them. Show your reasoning for each score. Call out where I'm probably bullshitting myself on effort estimates.

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References

Categories:productivity| twitter| user-story| prioritization

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