ajtbd-rat

What problem does it solve?

This Skill eliminates unstructured, unprioritized product risk assessment for teams using the Advanced Jobs To Be Done (AJTBD) methodology, removing guesswork about which product assumptions to validate first to avoid wasted development resources.

Core Features & Use Cases

• Prioritized RAT Generation: Creates a scored Top-5 list of risky assumptions categorized by risk type (market, segment, value, unit economics, scaling, operational) with clear impact and probability ratings.
• AJTBD-Aligned Hypotheses: Uses existing AJTBD research artifacts (segment definitions and job graphs) to ensure all risk hypotheses are grounded in actual user jobs and segment data, not generic assumptions.
• Actionable Validation Methods: Includes 2-5 concrete, low-cost testing methods for each risk hypothesis, such as problem interviews, test landing pages, or prototype usability tests.
• Use Case: A B2B SaaS team that has already mapped their target segment's jobs and core workflows can use this skill to quickly identify the 5 most critical assumptions to test before investing in full product development.

Quick Start

Ask the AI to generate a prioritized top 5 list of risky product hypotheses using your existing AJTBD segment and job graph research artifacts.