Individual skill

ehr-quality-json

Use this skill for EHR quality-governance tasks that require normalized JSON from a read-only healthcare API, including duplicate-chart merge packets, referral coordination, referral batch audits, care-transition packets, ServiceRequest validation, active clinical-list reconciliation, ICD-10 checks, provider lookups, and answers constrained by input/payloads/answer_template.json. Use whenever the prompt mentions an EHR/referral environment, <TASK_ENV_BASE_URL>, duplicate candidates, patient active lists, referral batches, ServiceRequests, or normalized packet JSON.

experiments/codex_skill_creator_comparison_gpt5_5_xhigh/reports/skills/task_group_015/fewshot/cc/fewshot_attempt_02/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

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

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SKILL.mdcore · 4,240 bytes
SKILL.mdcore · 4,240 bytes
references/ehr_quality_patterns.mddoc · 10,642 bytes
scripts/check_json_shape.pyruns · 1,702 bytes
scripts/collect_ehr_context.pyruns · 4,844 bytes

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# EHR Quality JSON

Use this skill to turn EHR API evidence into the exact normalized JSON object requested by the task. The evaluator rewards evidence-backed field values, stable IDs, sorted sets, and strict adherence to the provided template.

## Required Workflow

1. Read the prompt and every file under `input/payloads/` before querying the API.
   - Treat `answer_template.json` as the output contract.
   - Preserve the required top-level keys, field names, enum spellings, booleans, nulls, and ordering rules from the template.
   - Do not emit prose, markdown, comments, or procedural notes outside the final JSON object.

2. Resolve the API base URL.
   - Use the prompt value, `TASK_ENV_BASE_URL`, or the staged environment access note.
   - Query only documented endpoints. Prefer direct ID endpoints when the prompt gives an ID.