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northstar-payer-ops

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Build strict JSON disposition packets for Northstar payer-operations tasks. Use when a task provides staged Northstar inputs and asks for a UM, appeal, peer-to-peer, claim repricing, or finance-queue determination from the shared environment.

experiments/codex_gpt5_5_xhigh/reports/skills/task_group_014/fewshot/fewshot_attempt_03/SKILL.md

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Last checked
Nov 11, 2026

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121
Repository last updated
Oct 29, 2026
License
Apache-2.0

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# Northstar Payer Ops

## Workflow

1. Read the task prompt, `task_context.json`, `answer_template.json`, and `environment_access.md`.
2. Use only the shared Northstar HTTP endpoints and `POST /sql/query`. Do not inspect environment files, SQLite files, manifests, or setup scripts directly.
3. Query the minimum records needed for the task family, keeping source IDs, effective dates, quantities, and statuses.
4. Map the result exactly to the template. Preserve key order, required fields, list ordering, enum values, and numeric/date precision.
5. Build `basis_audit` from the controlling records and the rejected or gap records. Use the template's `source_precedence` value and order records highest priority first.
6. Return one JSON object only. No markdown, comments, code fences, or narrative prose.

## Task Families

- UM / prior auth summaries: review case, member, plan, clinical documents, requested therapy lines, and authorization status.
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