JTBD Extraction from Interviews
SkillDev toolsAnalyze interviews using Jobs to Be Done framework. Extract push, pull, anxiety, and habit forces.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the JTBD Extraction from Interviews skill
What this skill tells your AI
The instructions your AI receives, as published by itseffi/agentic-os in .agents/skills/jtbd-extraction/SKILL.md and read by ahel’s review.
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
-
Read the transcript looking for moments of change or decision
-
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?"
-
Capture context:
- Current situation
- Job/role
- Key challenges
-
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.
Signals
- GitHub stars
- 112
- Forks
- 21
- Last commit
- Aug 2026
Advanced
- Catalog kind
- skill
- Gateway key
jtbd-extraction- Source
- github.com/itseffi/agentic-os