Individual skill

licensing-record-review

Solve structured licensing review tasks against a task environment. Use for contractor eligibility batches, restricted liquor-license staff packages, and alcohol renewal manual-review queues that require reading policies/rules and endpoint records, mapping evidence to constrained JSON schemas, ranking or summarizing records, and returning strict JSON only.

experiments/codex_skill_creator_comparison_gpt5_5_xhigh/reports/skills/task_group_019/fewshot/naive/fewshot_attempt_03/SKILL.md

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# Licensing Record Review

Use this skill to solve licensing tasks that provide a prompt, an answer template, and a read-only task environment. Work from the task's current prompt and template only. Do not reuse prior final answers or call judge endpoints.

## Core Workflow

1. Read the user prompt and `input/payloads/answer_template.json` first. Extract target IDs, target location IDs, review dates, release boundaries, queue size, required keys, allowed enum values, and ordering rules.
2. Read the task environment instructions for the base URL and any SQL token. Use only allowed read-only endpoints. Prefer `POST /api/sql` with `SELECT` queries when it is available because it returns column names and supports targeted filtering.
3. Fetch policies or renewal rules before case records. Parse any `details_json` or `controls_json` fields as JSON.
4. Build an evidence ledger per target record. Keep source row IDs, statuses, dates, amounts, severities, active flags, and any stale/conflicting notes separate from the final answer.
5. Map evidence to the enum names in the current answer template. When similar templates use different labels, choose the allowed label whose meaning matches the condition.
6. Sort arrays exactly as the template requires. Use empty arrays when nothing applies. Return only the JSON object with the required keys.

Useful SQL pattern:
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