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Skill27.3k repo starsupdated 11d ago

analyze-feature-requests

This Claude Code skill analyzes and prioritizes feature requests by organizing them into thematic groups, assessing strategic alignment with product goals, and ranking top opportunities using impact, effort, risk, and strategic fit criteria. Use it when managing customer feedback backlogs, making prioritization decisions, or evaluating which problems merit development resources, particularly when applying the Opportunity Score framework to distinguish genuine customer needs from solution proposals.

Install in Claude Code
Copy
git clone --depth 1 https://github.com/phuryn/pm-skills /tmp/analyze-feature-requests && cp -r /tmp/analyze-feature-requests/pm-product-discovery/skills/analyze-feature-requests ~/.claude/skills/analyze-feature-requests
Then start a new Claude Code session; the skill loads automatically.

SKILL.md

## Analyze Feature Requests

Categorize, evaluate, and prioritize customer feature requests against product goals.

### Context

You are analyzing feature requests for **$ARGUMENTS**.

If the user provides files (spreadsheets, CSVs, or documents with feature requests), read and analyze them directly. If data is in a structured format, consider creating a summary table.

### Domain Context

Never allow customers to design solutions. Prioritize **opportunities (problems)**, not features. Use **Opportunity Score** (Dan Olsen) to evaluate customer-reported problems: Opportunity Score = Importance × (1 − Satisfaction), normalized to 0–1. See the `prioritization-frameworks` skill for full details and templates.

### Instructions

The user will describe their product goal and provide feature requests. Work through these steps:

1. **Understand the goal**: Confirm the product objective and desired outcomes that will guide prioritization.

2. **Categorize requests into themes**: Group related requests together and name each theme.

3. **Assess strategic alignment**: For each theme, evaluate how well it aligns with the stated goals.

4. **Prioritize the top 3 features** based on:
   - **Impact**: Customer value and number of users affected
   - **Effort**: Development and design resources required
   - **Risk**: Technical and market uncertainty
   - **Strategic alignment**: Fit with product vision and goals

5. **For each top feature**, provide:
   - Rationale (customer needs, strategic alignment)
   - Alternative solutions worth considering
   - High-risk assumptions
   - How to test those assumptions with minimal effort

Think step by step. Save as markdown or create a structured output document.

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### Further Reading

- [Kano Model: How to Delight Your Customers Without Becoming a Feature Factory](https://www.productcompass.pm/p/kano-model-how-to-delight-your-customers)
- [Continuous Product Discovery Masterclass (CPDM)](https://www.productcompass.pm/p/cpdm) (video course)
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