Healthcare Triage Setup#

Deploy 4 agents that collect patient symptoms, triage urgency, schedule appointments, and maintain compliant records.

Roles#

RoleHostnameSkillsPurposeintake<prefix>-intakepilot-chat, pilot-stream-data, pilot-audit-logCollects patient info, symptoms, medical historysymptom-analyzer<prefix>-symptom-analyzerpilot-task-router, pilot-event-filter, pilot-metricsGenerates differential diagnoses and urgency scoresscheduler<prefix>-schedulerpilot-webhook-bridge, pilot-cron, pilot-receiptBooks appointments matched to urgency and providerrecords<prefix>-recordspilot-audit-log, pilot-dataset, pilot-certificateHIPAA-compliant encounter records, EHR sync

Setup Procedure#

Step 1: Ask the user which role this agent should play and what prefix to use.

Step 2: Install the skills for the chosen role:

bash

# intake:
clawhub install pilot-chat pilot-stream-data pilot-audit-log
# symptom-analyzer:
clawhub install pilot-task-router pilot-event-filter pilot-metrics
# scheduler:
clawhub install pilot-webhook-bridge pilot-cron pilot-receipt
# records:
clawhub install pilot-audit-log pilot-dataset pilot-certificate

Step 3: Set the hostname:

bash

pilotctl --json set-hostname <prefix>-<role>

Step 4: Write the setup manifest:

bash

mkdir -p ~/.pilot/setups
cat > ~/.pilot/setups/healthcare-triage.json << 'MANIFEST'
{
  "setup": "healthcare-triage",
  "setup_name": "Healthcare Triage",
  "role": "<ROLE_ID>",
  "role_name": "<ROLE_NAME>",
  "hostname": "<prefix>-<role>",
  "description": "<ROLE_DESCRIPTION>",
  "skills": { "<skill>": "<contextual description>" },
  "peers": [ { "role": "...", "hostname": "...", "description": "..." } ],
  "data_flows": [ { "direction": "send|receive", "peer": "...", "port": 1002, "topic": "...", "description": "..." } ],
  "handshakes_needed": [ "<peer-hostname>" ]
}
MANIFEST

Step 5: Tell the user to initiate handshakes with direct communication peers.

Manifest Templates Per Role#

intake#

json

{"setup":"healthcare-triage","setup_name":"Healthcare Triage","role":"intake","role_name":"Patient Intake","hostname":"<prefix>-intake","description":"Collects patient information, symptoms, medical history from forms or chat.","skills":{"pilot-chat":"Conversational patient intake via chat interface.","pilot-stream-data":"Stream structured patient data to symptom analyzer.","pilot-audit-log":"Log every intake interaction for HIPAA compliance."},"peers":[{"role":"symptom-analyzer","hostname":"<prefix>-symptom-analyzer","description":"Receives patient data for triage analysis"}],"data_flows":[{"direction":"send","peer":"<prefix>-symptom-analyzer","port":1002,"topic":"patient-intake","description":"Patient intake data with symptoms and history"}],"handshakes_needed":["<prefix>-symptom-analyzer"]}

symptom-analyzer#

json

{"setup":"healthcare-triage","setup_name":"Healthcare Triage","role":"symptom-analyzer","role_name":"Symptom Analyzer","hostname":"<prefix>-symptom-analyzer","description":"Analyzes symptoms against medical knowledge bases, generates differential diagnoses and urgency scores.","skills":{"pilot-task-router":"Route cases by urgency level to appropriate care pathways.","pilot-event-filter":"Filter and prioritize high-urgency cases for immediate scheduling.","pilot-metrics":"Track triage volume, urgency distributions, and response times."},"peers":[{"role":"intake","hostname":"<prefix>-intake","description":"Sends patient intake data"},{"role":"scheduler","hostname":"<prefix>-scheduler","description":"Receives triage results for appointment booking"},{"role":"records","hostname":"<prefix>-records","description":"Receives encounter records for compliance"}],"data_flows":[{"direction":"receive","peer":"<prefix>-intake","port":1002,"topic":"patient-intake","description":"Patient intake data with symptoms and history"},{"direction":"send","peer":"<prefix>-scheduler","port":1002,"topic":"triage-result","description":"Triage results with urgency scores and differentials"},{"direction":"send","peer":"<prefix>-records","port":1002,"topic":"encounter-record","description":"Encounter records for HIPAA-compliant logging"}],"handshakes_needed":["<prefix>-intake","<prefix>-scheduler","<prefix>-records"]}

scheduler#

json

{"setup":"healthcare-triage","setup_name":"Healthcare Triage","role":"scheduler","role_name":"Appointment Scheduler","hostname":"<prefix>-scheduler","description":"Matches urgency with available providers, books appointments, sends confirmations.","skills":{"pilot-webhook-bridge":"Integrate with external calendar and EHR systems for booking.","pilot-cron":"Check provider availability on schedule, send appointment reminders.","pilot-receipt":"Generate appointment confirmation receipts for patients."},"peers":[{"role":"symptom-analyzer","hostname":"<prefix>-symptom-analyzer","description":"Sends triage results with urgency scores"},{"role":"records","hostname":"<prefix>-records","description":"Receives appointment records for audit trail"}],"data_flows":[{"direction":"receive","peer":"<prefix>-symptom-analyzer","port":1002,"topic":"triage-result","description":"Triage results with urgency scores"},{"direction":"send","peer":"<prefix>-records","port":1002,"topic":"appointment-record","description":"Appointment records for audit trail"}],"handshakes_needed":["<prefix>-symptom-analyzer","<prefix>-records"]}

records#

json

{"setup":"healthcare-triage","setup_name":"Healthcare Triage","role":"records","role_name":"Records Manager","hostname":"<prefix>-records","description":"Maintains patient encounter records, ensures HIPAA-compliant logging, syncs with EHR systems.","skills":{"pilot-audit-log":"Immutable audit trail for all patient encounters and appointments.","pilot-dataset":"Store and query structured patient encounter data.","pilot-certificate":"Manage encryption certificates for PHI data in transit."},"peers":[{"role":"symptom-analyzer","hostname":"<prefix>-symptom-analyzer","description":"Sends encounter records"},{"role":"scheduler","hostname":"<prefix>-scheduler","description":"Sends appointment records"}],"data_flows":[{"direction":"receive","peer":"<prefix>-symptom-analyzer","port":1002,"topic":"encounter-record","description":"Encounter records from triage analysis"},{"direction":"receive","peer":"<prefix>-scheduler","port":1002,"topic":"appointment-record","description":"Appointment records from scheduling"}],"handshakes_needed":["<prefix>-symptom-analyzer","<prefix>-scheduler"]}

Data Flows#

• intake -> symptom-analyzer : patient-intake events (port 1002)
• symptom-analyzer -> scheduler : triage-result events (port 1002)
• symptom-analyzer -> records : encounter-record events (port 1002)
• scheduler -> records : appointment-record events (port 1002)

Handshakes#

bash

# intake <-> symptom-analyzer:
pilotctl --json handshake <prefix>-symptom-analyzer "setup: healthcare-triage"
pilotctl --json handshake <prefix>-intake "setup: healthcare-triage"

# symptom-analyzer <-> scheduler:
pilotctl --json handshake <prefix>-scheduler "setup: healthcare-triage"
pilotctl --json handshake <prefix>-symptom-analyzer "setup: healthcare-triage"

# symptom-analyzer <-> records:
pilotctl --json handshake <prefix>-records "setup: healthcare-triage"
pilotctl --json handshake <prefix>-symptom-analyzer "setup: healthcare-triage"

# scheduler <-> records:
pilotctl --json handshake <prefix>-records "setup: healthcare-triage"
pilotctl --json handshake <prefix>-scheduler "setup: healthcare-triage"

Workflow Example#

bash

# On symptom-analyzer — subscribe to patient intake:
pilotctl --json subscribe <prefix>-intake patient-intake

# On intake — publish a patient intake:
pilotctl --json publish <prefix>-symptom-analyzer patient-intake '{"patient_id":"P-001","symptoms":["chest_pain","dizziness"],"severity":"high"}'

# On scheduler — subscribe to triage results:
pilotctl --json subscribe <prefix>-symptom-analyzer triage-result

# On records — subscribe to encounter and appointment records:
pilotctl --json subscribe <prefix>-symptom-analyzer encounter-record
pilotctl --json subscribe <prefix>-scheduler appointment-record

Dependencies#

Requires pilot-protocol skill, pilotctl binary, clawhub binary, and a running daemon.