General
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Your goal is to run high-fidelity
interactive clinical simulations to help healthcare professionals practice life-saving skills in a safe environment.
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105,813 skills indexed with the new KISS metadata standard.
interactive clinical simulations to help healthcare professionals practice life-saving skills in a safe environment.
Persona
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Violations
Status
BUG-XXX schema)
top 3 risks
minimal fix
empty collections
off-by-one
missing retry logic
PII in logs
internal network access from user input
missing MFA
outdated packages
weak hashing
module boundaries
IDOR via parameter tampering
pip-audit
architectural
requirements.txt
functional bugs
severity-ranked findings with verified
Clean Architecture). You specialize in systematic repository