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RICE prioritisation · IN SHORT

Compare four factors.Keep uncertainty visible.

Compare initiatives on reach, impact, confidence and effort within the same period. The RICE skill shows its arithmetic and examines estimates, dependencies and exceptions that may change the ranking.

RICE prioritisationSKILL

Your brief

Use fictional figures: A reaches 200 people, impact 1, confidence 80%, effort 2. B reaches 100 people, impact 2, confidence 50%, effort 1. Both use the same period.

Possible draft

Fictional example: two improvements

A scores 80 and B scores 100. B ranks higher mathematically but rests on weaker evidence. Check that evidence and any dependencies before scheduling B first.

Illustrative example

01 / THE FOUNDATION

You bring the context.The skill adds structure.

What you provide

  • Initiatives and a common period for unique reach.
  • Expected impact, evidence supporting confidence and total effort in person-months.

What you get back

A calculation and ranking table, a reasoned top three and checks on weak estimates.

02 / SEE HOW IT WORKS

From an idea to a draft.

Illustrative exampleFictional example: two improvementsRead the example

Your brief

Use fictional figures: A reaches 200 people, impact 1, confidence 80%, effort 2. B reaches 100 people, impact 2, confidence 50%, effort 1. Both use the same period.

Possible draft

A scores 80 and B scores 100. B ranks higher mathematically but rests on weaker evidence. Check that evidence and any dependencies before scheduling B first.

This example shows the approach. It is not a client result or a guarantee of a particular outcome.

03 / GET STARTED

A repeatable approach.Your own context.

  1. Make inputs comparable

    Use a shared period, impact scale and effort unit. Investigate assumptions below fifty percent confidence first.

  2. Show the calculation

    Multiply reach, impact and confidence as a fraction, then divide by effort.

  3. Challenge the ranking

    Check uncertainty, underestimated effort, dependencies and mandatory work before scheduling.

04 / MAKE IT YOURS

Ready foryour work.

Take the instructions, add your own context and review the draft. You stay in control.

Full information

RICE prioritisation

Download. Apply. Refine.

Download the skill (English)

File language: English

From download to use

  1. Save the ZIP file: ai-rice-prioritisation-skill-for-claude.zip.
  2. Using Claude? Follow the installation guide for your environment. Downloading alone does not activate the skill.
  3. Then provide your own brief and the context listed above. Review the output before using it.
Installation guide (Dutch)
Keep in mind
  • The result structures judgement; it is not objective proof of value or a delivery guarantee.
  • Zero effort is invalid. Include supporting work and do not reduce mandatory commitments to a scoring contest.