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licensing-review-decisions

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Produce a strictly template-conformant JSON decision for a state licensing-review task (contractor application-batch eligibility, restricted liquor-license staff package, or alcohol renewal manual-review queue) driven by records in a shared licensing data environment. Use when a prompt casts you as a licensing/renewal examiner reviewing target ids and points you at a policy/rules table plus per-domain record tables, and asks for JSON matching an answer_template. Covers how to read the template, gather complete data, apply the governing policies, separate signal from distractors, and roll up a consistent summary.

experiments/claude_code_opus_4_8_xhigh/reports/skills/task_group_019/reflect-3/reflect-3_attempt_02/SKILL.md

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Oct 29, 2026
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Apache-2.0

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# Licensing-review decisions

These tasks give you a role (licensing examiner / renewal unit), a set of
**target ids**, a policy/rules table, several record tables, and an
`answer_template.json`. Your job is to return **only** JSON that conforms to the
template. The domains differ but the working method is the same.

## 0. Orient before you compute

1. **Read `answer_template.json` first.** It is the contract. Extract for every
   field: exact key names, `allowed_values` (the enum vocabulary), list
   `ordering`, `required_length`, how to represent "none" (usually an empty
   list), and any date format. Output **only** those keys — no prose, markdown,
   citations, or extra keys.
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