cyberneticlibrary

Prioritize features with RICE scoring

riceskillsetup L117,464
alirezarezvani/claude-skills
What it does

Score product initiatives with RICE framework (Reach, Impact, Confidence, Effort)

Best for

Product managers prioritizing features/projects when multiple initiatives compete for engineering capacity.

Inputs
  • · initiative list with reach/impact/confidence/effort estimates
Outputs
  • · RICE score per initiative
  • · ranked priority list
  • · confidence assessment
Preconditions

Team has estimated Reach (users), Impact (multiplier 3/2/1/0.5), Confidence %, Effort (person-weeks)

Failure modes
  • · estimates missing for any dimension
  • · confidence inflated → unrealistic scoring
Trust signals
  • · RICE formula standard
  • · confidence weighting
  • · ranked output deterministic