healthcare-agent-implementation

Instructions

Use this skill to plan and review a healthcare/life-sciences agent initiative.

1. Decide interoperability requirements

• Connectivity approach: direct integration, custom connectors (e.g., via APIs or MCP), or middleware.
• Data formatting: standardize ingestion, convert between incompatible formats, and explicitly handle unstructured clinical text vs structured fields.
• Synchronization: define what must be real-time vs what can be batch, based on clinical urgency.

2. Design for regulation and safety

• Define the compliance boundary (e.g., HIPAA) and data governance requirements.
• Build evidence-based validation for any clinical impact claims.
• Require audit trails for agent decisions/actions and operational observability.

3. Preserve human clinical authority

• Make reasoning and recommendations transparent enough for clinicians to validate.
• Define escalation paths for ambiguity and higher-risk conditions.
• Provide clear override controls.
• Prefer fail-safe defaults that prioritize patient safety over efficiency.