prioritization-advisor
Choose a prioritization framework based on stage, team context, and stakeholder needs. Use when deciding between RICE, ICE, value/effort, or another scoring approach.
npx skills add Infrasity-Labs/dev-gtm-claude-skills --skill prioritization-advisor --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
## Purpose Guide product managers in choosing the right prioritization framework by asking adaptive questions about product stage, team context, decision-making needs, and stakeholder dynamics. Use this to avoid "framework whiplash" (switching frameworks constantly) or applying the wrong framework (e.g., using RICE for strategic bets or ICE for data-driven decisions). Outputs a recommended framework with implementation guidance tailored to your context. This is not a scoring calculator—it's a decision guide that matches prioritization frameworks to your specific situation. ## Key Concepts ### The Prioritization Framework Landscape Common frameworks and when to use them: **Scoring frameworks:** - **RICE** (Reach, Impact, Confidence, Effort) — Data-driven, requires metrics - **ICE** (Impact, Confidence, Ease) — Lightweight, gut-check scoring - **Value vs. Effort** (2x2 matrix) — Quick wins vs. strategic bets - **Weighted Scoring** — Custom criteria with stakeholder input **Strategic frameworks:** - **Kano Model** — Classify features by customer delight (basic, performance, delight) - **Opportunity Scoring** — Rate importance vs. satisfaction gap - **Buy-a-Feature** — Customer budget
- Purpose
- Key Concepts
- The Prioritization Framework Landscape
- Why This Works
- Anti-Patterns (What This Is NOT)
- When to Use This
- When NOT to Use This
- Facilitation Protocol
- Application
- Question 1: Product Stage
- Question 2: Team Context
- Question 3: Decision-Making Needs
- Question 4: Data Availability
- Output: Recommend Prioritization Framework
What does the prioritization-advisor skill do?
Choose a prioritization framework based on stage, team context, and stakeholder needs. Use when deciding between RICE, ICE, value/effort, or another scoring approach.
How do I install it?
Run `npx skills add Infrasity-Labs/dev-gtm-claude-skills --skill prioritization-advisor --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From Infrasity-Labs/dev-gtm-claude-skills, a repository with 97 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.