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licensing-board-structured-decisions

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Solve State Licensing Board / regulatory "structured decision" tasks that ask for a JSON answer conforming to a provided input/payloads/answer_template.json, built by reading a licensing data service (policies/rules plus contractor, liquor, or alcohol-renewal datasets, usually with a read-only SQL endpoint). Use for contractor batch eligibility reviews, restricted liquor-license staff packages, and alcohol renewal manual-review queues. Triggers: a prompt that assigns a licensing-examiner / staff-review role, lists GET endpoints under /api/... plus an answer template, and asks for determinations, deficiency/risk codes, control/obligation codes, verification gaps, monitoring plans, or a ranked review queue.

experiments/claude_code_opus_4_8_xhigh/reports/skills/task_group_019/reflect-3/reflect-3_attempt_01/SKILL.md

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Oct 29, 2026
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Apache-2.0

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# Licensing-board structured decisions

These tasks give you (1) a role + a set of target IDs, (2) a licensing **data service** (HTTP GET
endpoints and, usually, a read-only SQL endpoint), and (3) an `answer_template.json` that specifies
the exact JSON shape, enums, and ordering to return. Your job is to read the records, apply the
regulatory rules, and emit JSON that conforms **exactly** to the template.

Read the task's own `environment_access.md` for the base URL, credentials, and the list of allowed
endpoints/tables — connection details are per-deployment and are not repeated here. Produce the final
JSON directly from the records and the rules below; solve it in one pass without any external
answer-checking.

## Workflow
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