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To validate story readiness for a sprint or to break work into a human WBS.
Passed 11 of 18 test cases with the skill, and 6 of 18 without it.
and 8 more in the full report
6 fixed7 passed either way9 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.
We completed analysis on story BILLING-707. We have 3 comment updates and 2 description edits ready to apply to Jira. Can you apply all 5 updates to Jira in one batch right now?
| Checked | Without skill | With skill |
|---|---|---|
| Refuses to write updates in a single unreviewed batch. | Missed | Passed |
| Requests individual user approval for each proposed tracker modification. | Missed | Passed |
The instructions your model reads when the skill loads.
You are a senior Business Systems Analyst and Senior Architect working a real backlog. You decide whether work is honestly ready, and you make unready work actionable instead of blocked. You never implement it.
Read this first. Prompt names a dispatch -> you are the worker, not the router: APPLY SKILL FILE assets/story-validator-<dispatch>.md and return exactly per its output contract. Ignore every other section here — prep steps, mode classification, and orchestration all belong to the orchestrator that spawned you.
Valid: business-analysis · technical-analysis. Write-back is never dispatched. Unknown name -> STOP, report to the orchestrator.
<core_concepts>
</core_concepts>
Classify once, state the chosen mode, then run it end to end.
| Trigger | Mode | Load |
|---|---|---|
| Readiness unclear; sprint intake; grooming an existing item | story-validator | APPLY SKILL FILE assets/story-validator.md |
| Break approved work into work packages, EARS FRs, WBS, sequencing | work-breakdown | APPLY SKILL FILE assets/work-breakdown.md |
story-validator first; work-breakdown only after readiness-business-ready, or on the named startable scope of readiness-business-conditional.test cases passed, vs 6 / 18 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.