Generate a scored top 5 risky assumption list from AJTBD segment and job graph files.
npx skills add https://github.com/snowtema/ajtbd-skills --skill ajtbd-rat
Please help me install this Agent Skill. Skill: ajtbd-rat Source: https://github.com/snowtema/ajtbd-skills/tree/main/ajtbd-rat Command: npx skills add https://github.com/snowtema/ajtbd-skills --skill ajtbd-rat
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.
Ask the AI to generate a prioritized top 5 list of risky product hypotheses using your existing AJTBD segment and job graph research artifacts.
High-intent search queries and answers about installing and using this skill.
Product risk hypotheses are prioritized by scoring assumptions against existing AJTBD segment definitions and job graphs to output a categorized top 5 list with impact and probability ratings. This method ensures risk assessment is grounded in actual user job data rather than guesswork.
RAT analysis identifies the Riskiest Assumption Test to validate before scaling development resources. You need it after completing AJTBD segmentation and job graph mapping to pinpoint the highest-impact market, value, and unit economics risks requiring immediate testing.
Actionable validation methods are generated by evaluating each risk hypothesis against its specific category to propose 2-5 low-cost testing techniques, such as problem interviews, test landing pages, or prototype usability tests.
Yes, you need existing .ajtbd/segments.md and .ajtbd/job-graph.md project artifacts. The RAT generation requires these completed segmentation and job graph mappings to ensure all risk hypotheses are properly grounded in actual user data.
Yes, RAT analysis applies to B2B SaaS products that have already mapped target segment jobs and core workflows. It helps teams identify the most critical assumptions to test before investing in full product development.
The limitation of AJTBD risk assessment is that it cannot generate accurate hypotheses without completed segmentation and job graph artifacts. Teams skipping the prerequisite AJTBD mapping phase cannot use this approach to identify risks for validation.
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