Healthcare: Medical Record Summarization with Claude Code: API Runtime Pattern
A production playbook for medical record summarization in healthcare operations using Claude Code: api runtime pattern, run-scoped inputs, logs, typed results, and artifacts.
Audience: Healthcare admin teams preparing case reviews
The problem
Healthcare admin teams preparing case reviews need medical record summarization to run repeatedly against clinical notes, discharge summaries, lab reports, and referral documents. In healthcare operations, the pain is not one good answer; it is repeatability, auditability, exception handling, and evidence that survives handoff.
Implementation path
Package the medical record summarization instructions as a skill, send clinical notes, discharge summaries, lab reports, and referral documents as run-scoped inputs, execute with Claude Code, poll terminal status, and consume argo.result.v1 instead of parsing a transcript.
Tradeoffs and failure modes
The API boundary forces the workflow to define inputs, terminal states, and result shape before customers depend on it. For medical record summarization, the practical test is whether a second run can be debugged, retried, and consumed by a product without reading the raw agent transcript.
Run request
POST /api/skills/<skill_id>/run
provider=claude-code
workflow=healthcare-medical-record-summarization
inputs[]=@./input-pack.zip
result_schema=argo.result.v1
Run this on Argo