jtbd-analyzer

What This Skill Does

The jtbd-analyzer is a sophisticated framework designed to shift your product focus from feature-driven development to outcome-based strategy. Grounded in the Jobs-To-Be-Done (JTBD) theory, this skill dissects why customers actually 'hire' your product. It decomposes user behavior into three core dimensions: Functional (the task), Emotional (the feeling), and Social (the perception). By mapping these, you move beyond the surface-level 'quarter-inch drill' analogy to discover that users are actually buying a sense of family pride or professional validation. The tool guides you through building a formal Job Statement—'When [situation], I want to [motivation], so I can [outcome]'—and forces you to identify real-world alternatives and underserved needs. It essentially acts as your strategic partner, ensuring your roadmap addresses the underlying human drivers rather than just adding redundant features.

Installation

To integrate this analyzer into your OpenClaw environment, use the following command in your terminal: clawhub install openclaw/skills/skills/artyomx33/jtbd-analyzer

Use Cases

• Product Discovery: Validating if a new feature solves a real pain point.
• Marketing Messaging: Aligning your copy with the actual emotional and social drivers of your audience.
• Competitive Analysis: Identifying why users switch from incumbents to your product by looking at the broader 'job' landscape.
• User Research: Synthesizing interview data into actionable product requirements.

Example Prompts

1. 'I'm building a project management tool for freelancers. Use the jtbd-analyzer to help me understand why they might hire my app over just using a simple spreadsheet.'
2. 'Our churn rate is high for our fitness app. Help me conduct a JTBD analysis to find out what job users think they are hiring us for, and where we might be failing them.'
3. 'What is the job to be done for a subscription meal-kit delivery service? Focus specifically on the social dimensions of why someone would use this over grocery shopping.'

Tips & Limitations

• Be Specific: The tool works best when you provide real user anecdotes. Vague input leads to generic job statements.
• Look Beyond Direct Competitors: When identifying alternatives, don't just list your direct competitors. If you are a digital calendar, an alternative might be a paper notebook or a sticky note. That is your real competition.
• Limitations: This skill is purely analytical. It cannot verify data on its own, so ensure you feed it accurate user research or customer interview transcripts to get the most grounded results. It works best when paired with the first-principles-decomposer to refine atomic needs.