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analyze-feature-requests

// Analyze and prioritize a list of feature requests by theme, strategic alignment, impact, effort, and risk. Use when reviewing customer feature requests, triaging a backlog, or making prioritization decisions.

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updated:March 3, 2026
SKILL.mdreadonly
SKILL.md Frontmatter
nameanalyze-feature-requests
descriptionAnalyze and prioritize a list of feature requests by theme, strategic alignment, impact, effort, and risk. Use when reviewing customer feature requests, triaging a backlog, or making prioritization decisions.

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.


Further Reading