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ehr-quality-packets

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Build normalized JSON packets and audits from a read-only EHR quality environment. Use when a task provides TASK_ENV_BASE_URL or EHR API endpoints and asks for duplicate-review, referral coordination, care-transition, ServiceRequest validation, or referral-batch audit JSON conforming to input/payloads/answer_template.json.

experiments/codex_skill_creator_comparison_gpt5_5_xhigh/reports/skills/task_group_015/fewshot/codex/fewshot_attempt_02/SKILL.md

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Oct 29, 2026
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Apache-2.0

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# EHR Quality Packets

## Core Workflow

1. Read the user prompt and `input/payloads/answer_template.json` before querying data. Treat the template as the authoritative output contract.
2. Extract identifiers from the prompt: patient IDs, referral IDs, duplicate-candidate IDs, ServiceRequest IDs, provider IDs, batch IDs, service lines, and requested packet type.
3. Query the live EHR environment at `<TASK_ENV_BASE_URL>` for source evidence. Do not answer from memory or from prior examples.
4. Build the answer by replacing every template placeholder with evidence-derived values. Preserve required top-level keys and field types exactly.
5. Return JSON only. Do not include prose, markdown fences, notes, or fields that are not present in the template unless the prompt explicitly asks for them.

Use `scripts/ehr_fetch.py` as an optional evidence collector:

```bash
python skill/scripts/ehr_fetch.py --base-url "$TASK_ENV_BASE_URL" \
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