bet-sizer

Identify the riskiest unknown and compare confidence against investment size.

10|11|Updated Feb 22, 2026
One-click install
npx skills add https://github.com/microsoft/amplifier-bundle-skills --skill bet-sizer
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: bet-sizer
Source: https://github.com/microsoft/amplifier-bundle-skills/tree/main/skills/bet-sizer
Command: npx skills add https://github.com/microsoft/amplifier-bundle-skills --skill bet-sizer

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps you judge whether a plan, roadmap item, or investment is asking for more time and commitment than the team can honestly support. It surfaces the single riskiest unknown, checks whether confidence matches the size of the bet, and calls out when a timeline looks more like pressure than belief.

Core Features & Use Cases

  • Riskiest Unknown First: Identifies the most likely cause of slip or failure and names it specifically.
  • Confidence vs. Investment Check: Compares the team’s real confidence with the size of the requested commitment.
  • De-risking Recommendations: Suggests a smaller spike, prototype, or pilot when the larger bet is oversized for current knowledge.
  • Use Case: Review a product proposal, roadmap milestone, or funding request when the concern is not cost maintenance or stakeholder alignment, but whether the bet is actually sized to the team’s confidence.

Quick Start

Ask the bet-sizer skill to review this plan and tell me the riskiest unknown, whether the investment is oversized for our confidence, and what smaller bet would de-risk it.

Frequently Asked Questions about bet-sizer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I assess delivery risk and check if my roadmap commitment matches team confidence?

Assess delivery risk sizing by identifying the most likely slip factor and comparing it against actual team confidence. If timelines or headcount exceed genuine knowledge, recommend a smaller de-risking bet like a spike or pilot.

What is bet sizing in product management and when do I need to review it?

Bet sizing matches investment and timeline commitments to actual team confidence. Review it at product checkpoints, roadmap milestones, or funding requests when stated timelines or headcount may exceed what is genuinely known.

How do I identify the riskiest unknown in a product roadmap before committing?

Identify the riskiest unknown by reviewing the roadmap to name the single most likely cause of slip or failure. This distinguishes stated timelines from real confidence to reveal where knowledge gaps threaten delivery.

What is the best way to de-risk an oversized product investment or timeline?

De-risk an oversized product investment by recommending a smaller bet, such as a targeted spike, prototype, or pilot. This aligns the commitment size with actual team knowledge before full delivery.

Why does my delivery timeline look more like pressure than genuine team confidence?

A delivery timeline looks like pressure when stated commitments exceed actual knowledge. Confidence assessment surfaces this gap by distinguishing between timeline pressure and the team's genuine belief in the plan.

Can I review a funding request to see if the commitment level exceeds what we actually know?

Yes, review a funding request by comparing the requested commitment level against actual team confidence. This identifies the riskiest unknown and calls out when investment decisions outpace genuine knowledge.