MCP App StoreMCP App Store
from agent-skills101
Objectively score and rank product initiatives using Reach, Impact, Confidence, and Effort metrics to optimize roadmaps.
This skill implements the RICE framework to help agents and users move beyond intuitive guesswork when prioritizing features or initiatives. It provides a structured mathematical approach to compare different projects by balancing potential reach and impact against the confidence in the estimates and the total effort required.
Use this skill during roadmap planning, backlog grooming, or whenever you have multiple competing initiatives and need an objective way to determine which one offers the highest value relative to its cost.
Designed for AI agents with a structured reasoning loop, specifically Claude Code and OpenCode.
This skill has not been reviewed by our automated audit pipeline yet.
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