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Jobs-to-Be-Done story writing that focuses on user situations and motivations rather than personas. Use to write When/Want/So backlog items, run a JTBD discovery canvas, apply INVEST, and convert user stories to job stories.
Passed 17 of 22 test cases with the skill, and 12 of 22 without it.
and 4 more in the full report
5 fixed12 passed either way5 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.
Draft a job story for a team lead who wants a red pop-up notification modal whenever a build pipeline fails. Make sure the motivation clearly reflects what they want to see on screen.
| Checked | Without skill | With skill |
|---|---|---|
| Expresses the motivation in solution-agnostic terms rather than specifying a red pop-up modal. | Missed | Passed |
The instructions your model reads when the skill loads.
Write job stories using the Jobs-to-Be-Done (JTBD) framework. Unlike traditional user stories that focus on roles ("As a user..."), job stories focus on the situation, motivation, and desired outcome. This shift produces requirements that are more grounded in real user context and less likely to encode assumptions about who the user is.
The format is When [situation], I want to [motivation], so I can [outcome]. Removing the role and describing the situation matters because the same person has different needs in different situations, different people in the same situation share needs, and situations are observable and testable while roles are abstract labels.
wwas/ instead.Before writing job stories, confirm these inputs. If any is unknown or vague, ASK — do not assume:
Stop rule: ask only the 2-3 that most change the output. If the user says "just draft it," proceed and list your assumptions at the top of the artifact.
test cases passed, vs 12 / 22 without
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