Individual skill

ehr-quality-governance

Navigate a FHIR-style EHR quality-governance REST API to produce normalized clinical packets. Use when a task involves preparing merge-readiness packets, referral coordination documents, care-transition summaries, service-request quality reviews, or batch referral audits against a healthcare API. Covers duplicate-chart review, active clinical-list reconciliation, ICD-10 validation, identity-signal analysis, encounter selection for handoffs, allergy-readiness checks, authorization tracking, provider-directory lookup, document/audit evidence gathering, and risk-flag derivation. Recognize triggers like EHR quality governance, duplicate merge packet, referral coordination, care transition packet, orthopedic referral audit, or any prompt referencing a TASK_ENV_BASE_URL healthcare API with patient/condition/medication/allergy/encounter/document/ICD-10/provider endpoints.

experiments/codex_skill_creator_comparison_deepseek_v4_pro_max/reports/skills/task_group_015/fewshot/deepagents/fewshot_attempt_02/SKILL.md

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Oct 29, 2026
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# EHR Quality Governance

## Core Concepts

### Task Environment URL

Prompts use `TASK_ENV_BASE_URL` as a placeholder. Replace it with the actual base URL from `environment_access.md` or the task-provided value before making any API call.

### Normalized Keys

Every condition, medication, and allergy record returned by the patient endpoints carries a `normalized_key` field. This is a lowercase, underscore-delimited string (e.g. `hypertension`, `right_knee_oa`, `insulin_glargine`, `latex`). These keys are the primary identifiers for clinical list operations. Always sort arrays of normalized keys alphabetically.

### Active vs. Inactive Records
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