Individual skill

licensing-review-decisions

Produce structured regulatory decisions (contractor eligibility batches, restricted liquor-license staff packages, alcohol renewal manual-review queues) by reading records from a shared licensing data service and emitting ONLY JSON that conforms exactly to the task's answer_template.json. Use whenever a prompt casts you as a licensing examiner/reviewer, points at a task environment (<TASK_ENV_BASE_URL> + /api/... endpoints, optional POST /api/sql), and asks for an answer matching input/payloads/answer_template.json.

experiments/claude_code_opus_4_8_xhigh/reports/skills/task_group_019/self/self_attempt_03/SKILL.md

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Source commit 5082a777379156a048881e94940d640702e5e09a

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Last checked: Nov 6, 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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agent Repository topic
ai Repository topic
benchmark Repository topic
llm Repository topic
self-evolving Repository topic
self-learning Repository topic
skills Repository topic
data Derived category
legal Derived category
data-databases Derived category

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SKILL.mdcore · 5,283 bytes
references/decision_playbooks.mddoc · 11,412 bytes
references/environment_and_data_model.mddoc · 9,224 bytes
scripts/licensing_env.pyruns · 5,523 bytes

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# Licensing-review decisions

## What this family looks like
A prompt assigns a regulatory persona (Senior Licensing Examiner, staff reviewer,
Renewal Unit analyst), names a **small set of target ids** (and sometimes a target
location and a review/boundary date), lists **API endpoints** on a shared licensing
environment, and requires an answer that matches `input/payloads/answer_template.json`
— **JSON only, no prose/markdown/citations/extra keys.**

Three sub-types seen; the method is the same, only the schema and codes differ:
- **Contractor batch eligibility** → `application_decisions[]` + `summary`
  (APPROVE/HOLD/DENY, deficiency codes, required actions, risk tier, policy_impacted).
- **Restricted liquor staff package** → one flat object (recommended_posture,
  same_premises_basis, covered risks, verification gaps, standard obligations,