Individual skill

licensing-review-batch

Produce structured JSON decisions for state licensing review tasks backed by the shared licensing data service (contractor application batches, restricted liquor license staff packages, and alcohol renewal manual-review queues). Use when a prompt asks you to review licensing records over a network environment and return JSON that must conform to an answer_template.json, especially when the prompt names contractor applications (C-*), liquor applications/locations (L-*/LOC-*), or alcohol licenses (AL-*), and lists /api/... endpoints plus POST /api/sql.

experiments/claude_code_opus_4_8_xhigh/reports/skills/task_group_019/fewshot/fewshot_attempt_01/SKILL.md

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Observed behavior: Network or broad shell
Last checked: Nov 11, 2026

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Repository stars (not skill ratings): 121
Repository last updated: Oct 29, 2026
License: Apache-2.0

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SKILL.mdcore · 5,955 bytes
references/contractor_batch.mddoc · 7,116 bytes
references/environment.mddoc · 5,291 bytes
references/liquor_package.mddoc · 5,748 bytes
references/renewal_queue.mddoc · 4,386 bytes
scripts/env_query.shruns · 1,632 bytes

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# Licensing review batch → structured JSON

You are acting as a state licensing examiner. Each task gives you a small set of
target records (application ids, a location, or a license batch), points you at a
shared licensing data service, and requires **JSON only** that conforms to the
task's `input/payloads/answer_template.json`. There is no free-text memo.

The data service is the same across tasks; only the target ids, the review
parameters, and the exact output vocabulary change. Do not guess values — read the
real records and apply the rules below.

## 0. Orient before you compute

1. Read the prompt and extract: the **target ids** (and any location id), the