jtbd-extraction — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited jtbd-extraction (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
Analyze interview transcripts using the Jobs to Be Done framework to understand why people make changes.
When analyzing customer interviews to understand decision-making and switching behavior.
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 |
Provide:
Do not use this skill when the request is unrelated, low-stakes, or better handled by a simpler direct response.
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.