feature-impact-analyzer - Feature prioritization and scoring tool
Score and rank feature ideas using RICE/ICE frameworks, connect to KPIs, and identify priorities
Tags
Updated: 2026-03-22product-managementfeature-prioritizationRICEICEKPI-analysisproduct-strategyroadmap-planningdata-driven
Capabilities
Typical Inputs
Typical Outputs
What this skill does
- apply RICE framework
- apply ICE framework
- calculate impact scores
- calculate confidence scores
- calculate ease scores
- calculate effort estimates
- rank features by score
- generate 2x2 matrices
- identify quick wins
- identify strategic bets
- compare multiple features
- connect features to KPIs
- visualize tradeoffs
Inputs
- feature ideas
- feature names
- feature descriptions
- target user segments
- retention metrics
- growth metrics
- revenue metrics
- reach estimates
- impact estimates
- confidence estimates
- effort estimates
- timeframe
Outputs
- RICE scores
- ICE scores
- prioritized feature lists
- impact/effort matrices
- quick win candidates
- strategic bet candidates
- feature rankings
- comparative analysis
- prioritized backlog tables
Requirements
- prioritization framework knowledge
- KPI data
- feature data
- Python scripts
- CSV data files