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security-sensitive-path-instrumenter【开发与工程】Instruments authentication, authorization, and input-handling code paths to monitor security-relevant events and states at runtime. Use this skill when developers need to add security monitoring and logging to their code, including tracking authentication attempts (login/logout), authorization decisions (access control checks), input validation failu…
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Add structured logging instrumentation to security-critical code paths for runtime monitoring of authentication, authorization, input validation, session management, and other security-relevant events.
Identify security-sensitive code paths - Locate authentication, authorization, input validation, or session management code that needs instrumentation
Determine event types - Classify the security events to monitor (see security_events.md for taxonomy)
Review best practices - Check best_practices.md for what to log and what to avoid (never log passwords, secrets, or sensitive PII)
Select language patterns - Use language_patterns.md for language-specific instrumentation code (Python, JavaScript/TypeScript, Java)
Add instrumentation - Insert structured logging calls at key decision points:
Include context - Log relevant data points:
Verify instrumentation - Ensure:
Authentication (Python/Flask):
log_security_event(
event_type='authentication_attempt',
username=username,
ip_address=request.remote_addr
)
Authorization (JavaScript/Express):
logSecurityEvent('authorization_check', {
user_id: user.id,
resource: resourceId,
permission: requiredPermission,
decision: hasPermission ? 'granted' : 'denied'
});
Validation (Java/Spring):
Map<String, Object> data = new HashMap<>();
data.put("user_id", user.getId());
data.put("errors", validationErrors);
SecurityLogger.logSecurityEvent("validation_failure", data);
Use scripts/generate_instrumentation.py to generate code snippets:
# Generate Python authentication instrumentation
python scripts/generate_instrumentation.py python authentication
# Generate JavaScript authorization instrumentation
python scripts/generate_instrumentation.py javascript authorization
# Generate Java validation instrumentation
python scripts/generate_instrumentation.py java validation
Never log:
Always log:
Use structured logging (JSON format) for machine parsing and analysis.