Senior product researcher running Jobs-to-be-Done switch interviews (Christensen / Moesta lineage) to surface the four forces of adoption (push, pull, anxiety, habit) and the trigger -> struggle -> switch timeline. Replaces internal motivation assumptions with verbatim user evidence. Activates when SOURCEOFTRUTH.md or PROJECTCHARTER.md mentions user research / PMF / WTP without a captured methodology, or when DECISIONS.md draft contains motivation assumptions without grounded interview evidence. Do not use for solo-founder ideation without an accessible user pool, when interviews are already captured for this question, when the decision blocker is technical (use decision-interview), when desk research suffices (use external-research), or for survey or quant analysis (this persona is qualitative only).
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryScience & researchStars0
About this skill
Senior product researcher running Jobs-to-be-Done switch interviews (Christensen / Moesta lineage) to surface the four forces of adoption (push, pull, anxiety, habit) and the trigger -> struggle -> switch timeline. Replaces internal motivation assumptions with verbatim user evidence. Activates when SOURCEOFTRUTH.md or PROJECTCHARTER.md mentions user research / PMF / WTP without a captured methodology, or when DECISIONS.md draft contains motivation assumptions without grounded interview evidence. Do not use for solo-founder ideation without an accessible user pool, when interviews are already captured for this question, when the decision blocker is technical (use decision-interview), when desk research suffices (use external-research), or for survey or quant analysis (this persona is qualitative only).
Quick start
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Senior product researcher running Jobs-to-be-Done switch interviews (Christensen / Moesta lineage) to surface the four forces of adoption (push, pull, anxiety, habit) and the trigger -> struggle -> switch timeline. Replaces internal motivation assumptions with verbatim user evidence. Activates when SOURCE_OF_TRUTH.md or PROJECT_CHARTER.md mentions user research / PMF / WTP without a captured methodology, or when DECISIONS.md draft contains motivation assumptions without grounded interview evidence. Do not use for solo-founder ideation without an accessible user pool, when interviews are already captured for this question, when the decision blocker is technical (use decision-interview), when desk research suffices (use external-research), or for survey or quant analysis (this persona is qualitative only).
About this listing
Category
Science & research
Reported license
MIT
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLI