clinical-delegation

작성자: nvidia

How to delegate clinical tasks to specialist agents. Always use sub-agent runtime with explicit agentId — never ACP. Never call FHIR via web_fetch.

npx skills add https://github.com/nvidia/dgx-spark-playbooks --skill clinical-delegation

Clinical delegation (sessions_spawn)

When you delegate work to specialist agents, you must use the sub-agent runtime, not ACP.

Do not call FHIR yourself

Do not use web_fetch or any HTTP tool to call FHIR APIs from the coordinator. The coordinator does not have the correct FHIR base URL in context when it invents URLs. Specialist agents (patient-data, labs-vitals, medications, analyst) have the configured FHIR endpoint and write Python that runs on the server.

  • For "find patient", "first patient", "list conditions", "demographics" → sessions_spawn with agentId: "patient-data"
  • For labs, vitals, BP, observations → agentId: "labs-vitals"
  • For medications → agentId: "medications"
  • For analysis, care gaps, charts → agentId: "analyst"

The only FHIR server in use is https://r4.smarthealthit.org. Never use placeholder domains like fhir.example.com.

Rule

Use sessions_spawn with:

  • agentId — set to the specialist agent id: patient-data, labs-vitals, medications, analyst, or molecular
  • task — clear description of the task
  • Do not set runtime: "acp". Omit runtime or use runtime: "subagent" so the request goes to the correct clinical agent.

Correct examples

{ "agentId": "patient-data", "task": "Find the first patient and return demographics and active conditions.", "mode": "run" }
{ "agentId": "labs-vitals", "task": "Get latest HbA1c and eGFR for patient abc123", "mode": "run" }
{ "agentId": "analyst", "task": "Run care gap analysis for diabetic patients with A1c > 9%", "mode": "run" }

Wrong

  • Using web_fetch to call FHIR (e.g. https://fhir.example.com/Patient) — coordinator must delegate instead; fhir.example.com is not a real server and will fail.
  • "runtime": "acp" without agentId — causes "ACP target agent is not configured"
  • Omitting agentId when delegating — the system will not know which specialist to run

Specialist agents

agentIdUse for
patient-dataFind patients, get demographics, list conditions
labs-vitalsLabs, vitals, BP, observations
medicationsActive medications, drug classes
analystPython analysis, care gaps, charts
molecularDrug molecular structure, OpenFold3 NIM 3D visualization

nvidia의 다른 스킬

compileiq-debug
nvidia
Use when something is wrong: Search() hangs, all evaluations return INVALID_SCORE, scores aren't improving, every config returns the same number, ptxas errors…
official
create-github-pr
nvidia
gh CLI를 사용하여 GitHub 풀 리퀘스트를 생성합니다. 사용자가 새 PR을 만들거나, 코드 리뷰를 제출하거나, 풀 리퀘스트를 열고자 할 때 사용합니다. 트리거 키워드 -…
official
diagnose-perf
nvidia
First-responder performance triage for Isaac Sim and Isaac Lab. Identifies bottleneck category (GPU-bound, CPU-bound, VRAM, loading) using nvidia-smi and…
official
eagle3-review-logs
nvidia
Review EAGLE3 pipeline experiment logs from the launcher's experiments/ directory. Summarizes pass/fail status for all 4 tasks, diagnoses failures with root…
official
nemoclaw-maintainer-cross-issue-sweep
nvidia
다른 열린 이슈들을 스캔하여 주어진 PR이 함께 수정하거나 실수로 망가뜨릴 수 있는 이슈를 찾습니다. 인접 수정 기회와 모순 위험을 file:line…과 함께 출력합니다.
official
karpathy-guidelines
nvidia
일반적인 LLM 코딩 실수를 줄이기 위한 행동 지침입니다. 코드 작성, 검토 또는 리팩토링 시 과도한 복잡성을 피하고 정밀한 변경을 위해 사용하세요.
official
fhir-basics
nvidia
에이전트에게 FHIR R4 API의 작동 방식, 사용 가능한 리소스, 검색 매개변수를 사용한 쿼리 방법, 모든 응답 형식을 올바르게 파싱하는 방법을 가르칩니다…
official
underdeclared-agent
nvidia
A helpful assistant agent
official