--- name: jtbd-extraction description: Analyze interviews using Jobs to Be Done framework. Extract push, pull, anxiety, and habit forces. --- # JTBD Extraction from Interviews Analyze interview transcripts using the Jobs to Be Done framework to understand why people make changes. ## When to Use When analyzing customer interviews to understand decision-making and switching behavior. ## The Framework JTBD breaks decisions into four forces: | Force | What it captures | How to phrase | |-------|------------------|---------------| | **Pushes** | Pain with current situation | "When..." statements | | **Pulls** | Desired outcomes | "So I can..." or "So I don't..." | | **Habits** | Comfort with status quo | "When..." (positive aspects) | | **Anxieties** | Fears about change | Questions or concerns | ## The Process 1. **Read the transcript** looking for moments of change or decision 2. **Extract statements** for each force: - Pushes: "When I'm not listened to..." - Pulls: "So I can work with someone who trusts me..." - Habits: "When I really like my current community..." - Anxieties: "Can this really be fixed?" 3. **Capture context:** - Current situation - Job/role - Key challenges 4. **Synthesize insights:** - What's driving potential change? - What's holding them back? - What outcome do they really want? ## Output Format Provide: - Context summary - Pushes (list) - Pulls (list) - Habits (list) - Anxieties (list) - Key insights about decision-making ## When Not to Use Do not use this skill when the request is unrelated, low-stakes, or better handled by a simpler direct response.