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prioritize-features

Prioritize a backlog of feature ideas based on impact, effort, risk, and strategic alignment with top 5 recommendations.

Skill by phuryn

IndexedMIT★ 27,348
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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/phuryn-prioritize-features

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About

Prioritize a backlog of feature ideas based on impact, effort, risk, and strategic alignment with top 5 recommendations. Use when prioritizing a feature backlog, making scope decisions, or ranking product ideas.

Use cases: project-management

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

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Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/prioritize-features

What's inside

Skill name
prioritize-features
Description
Prioritize a backlog of feature ideas based on impact, effort, risk, and strategic alignment with top 5 recommendations. Use when prioritizing a feature backlog, making scope decisions, or ranking product ideas.
License
MIT
Instructions
49 lines in SKILL.md · view on GitHub

Files (1)

  • SKILL.md

SKILL.md (first lines)

## Prioritize Feature Backlog

Evaluate and rank a backlog of feature ideas to identify the top 5 to pursue.

### Context

You are helping prioritize features for **$ARGUMENTS**.

If the user provides files (spreadsheets, backlogs, opportunity assessments), read and analyze them directly.

### Domain Context

For framework selection guidance, see the `prioritization-frameworks` skill. Key recommendations:

**Opportunity Score** (Dan Olsen, *The Lean Product Playbook*) is recommended for evaluating customer problems: Opportunity Score = Importance × (1 − Satisfaction), normalized to 0–1. High Importance + low Satisfaction = best opportunities. Prioritize **problems (opportunities)**, not solutions.

**ICE** is recommended for quick scoring of initiatives: Impact (Opportunity Score × # Customers) × Confidence × Ease. **RICE** adds Reach as a separate factor for larger teams.

### Instructions

The user will describe their product objective, desired outcomes, and provide feature ideas. Work through these steps:

1. **Understand priorities**: Confirm the product objective and success metrics.

2. **Evaluate each feature** against:
   - **Impact**: How much does it move the needle on desired outcomes? Consider Opportunity Score if customer data is available.
   - **Effort**: How much development, design, and coordination is required?
   - **Risk**: How much uncertainty exists? What assumptions need testing?
   - **Strategic alignment**: How well does it fit the product vision and current goals?

3. **Recommend the top 5 features** with:
   - Clear ranking (1-5)
   - Brief rationale for each selection
   - Key trade-offs considered
   - What was deprioritized and why

4. **Present as a prioritization table** if helpful.

Think step by step. Save as markdown if the output is substantial.

---

### 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)
- [The Product Management Frameworks Compendium + Templates](https://www.productcompass.pm/p/the-product-frameworks-compendium)
- [Continuous Product Discovery Masterclass (CPDM)](https://www.productcompass.pm/p/cpdm) (video course)

From phuryn/pm-skills, MIT.

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Signals

Stars
27,348
Forks
2,825
Open issues
29
Last commit (this folder)
Mar 3, 2026 (8 months ago)
Last release
Oct 10, 2026 (21 days ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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prioritize-features skill. Agent Mart. https://agentmart.dev/skills/phuryn-prioritize-features (last updated 2026-10-24)