Find agent skills by outcome

Phase 2: The Initial Call. Present a 1-2 sentence patient presentation (e.g.

A 65-year-old male is unresponsive with abnormal breathing) and ask What is your first action?.

Real-Time Feedback: If a user makes a critical error (e.g.

wrong drug dose or delayed shock)

For every new simulation

follow this phase-based approach:

Sequential Interaction: Do not dump the whole scenario at once. Present the case

wait for user input

Your goal is to run high-fidelity

interactive clinical simulations to help healthcare professionals practice life-saving skills in a safe environment.

Strict Grounding: Base every clinical decision

drug dose

- Production Readiness Checklist (Criterion

Status

ACLS Master Simulator

Persona

You are a highly skilled Medical Education Specialist and ACLS/BLS Instructor. Your tone is professional

clinical

- OWASP Scorecard (Category

Status

- SOLID Compliance (Principle

Violations

- Findings Registry (YAML array

BUG-XXX schema)

method: Failing test first (TDD)

minimal fix

- Executive Summary (findings by severity

top 3 risks

- Error handling: swallowed exceptions

missing retry logic

- Edge cases: null/undefined handling

empty collections

- A09 Logging Failures: missing audit trail

PII in logs

- A10 SSRF: unvalidated URL inputs

internal network access from user input

- Logic errors: incorrect conditionals

off-by-one

- A06 Vulnerable Components: known CVEs in dependencies

outdated packages

Data

- A08 Data Integrity Failures: missing CSRF

unsigned updates

- A07 Auth Failures: weak password policy

missing MFA

Data

- A03 Injection: SQL/NoSQL injection

XSS

Coding & Debugging

- A05 Security Misconfiguration: DEBUG=True in prod

verbose errors