Logging best practices
Structured logging with proper levels, context, PII handling, centralized aggregation. Use for application logging, log management integration, distributed tracing, or encountering log bloat, PII exposure, missing context errors.From its SKILL.md
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SKILL.md
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Logging Best Practices
Implement secure, structured logging with proper levels and context.
Log Levels
| Level | Use For | Production |
|---|---|---|
| DEBUG | Detailed debugging | Off |
| INFO | Normal operations | On |
| WARN | Potential issues | On |
| ERROR | Errors with recovery | On |
| FATAL | Critical failures | On |
Structured Logging (Winston)
const winston = require('winston');
const logger = winston.createLogger({
level: process.env.LOG_LEVEL || 'info',
format: winston.format.combine(
winston.format.timestamp(),
winston.format.json()
),
defaultMeta: { service: 'api-service' },
transports: [
new winston.transports.Console(),
new winston.transports.File({ filename: 'error.log', level: 'error' })
]
});
// Usage
logger.info('User logged in', { userId: '123', ip: '192.168.1.1' });
logger.error('Payment failed', { error: err.message, orderId: '456' });
Request Context
const { AsyncLocalStorage } = require('async_hooks');
const storage = new AsyncLocalStorage();
app.use((req, res, next) => {
const context = {
requestId: req.headers['x-request-id'] || uuid(),
userId: req.user?.id
};
storage.run(context, next);
});
function log(level, message, meta = {}) {
const context = storage.getStore() || {};
logger.log(level, message, { ...context, ...meta });
}
PII Sanitization
const sensitiveFields = ['password', 'ssn', 'creditCard', 'token'];
function sanitize(obj) {
const sanitized = { ...obj };
for (const field of sensitiveFields) {
if (sanitized[field]) sanitized[field] = '[REDACTED]';
}
if (sanitized.email) {
sanitized.email = sanitized.email.replace(/(.{2}).*@/, '$1***@');
}
return sanitized;
}
Best Practices
- Use structured JSON format
- Include correlation IDs across services
- Sanitize all PII before logging
- Use async logging for performance
- Implement log rotation
- Never log at DEBUG in production
Additional Implementations
See references/advanced-logging.md for:
- Python structlog setup
- Go zap high-performance logging
- ELK Stack integration
- AWS CloudWatch configuration
- OpenTelemetry tracing
Never Do
- Log passwords or tokens
- Use console.log in production
- Log inside tight loops
- Include stack traces for client errors
What ships with it: 1 file
6.4 KB alongside SKILL.md
references/
- advanced-logging.md6.4 KB
Gives 3 of the 12 instructions most log analysis skills give in 580 tokens
Counted across 325 of the 341 authors here whose files we hold, read 2026-09-06
- Use structured JSON logginghere, and in 32 of 325, across 30 files
- Link every alert to a runbookin 15 of 325, across 13 files
- Alert on symptoms, not causesin 11 of 325, across 10 files
- Include correlation IDs in every log linein 10 of 325
- Propagate trace context across service boundariesin 9 of 325, across 8 files
- Include request IDs for correlationhere, and in 8 of 325, across 6 files
- Include trace_id in every structured log entryin 8 of 325, across 7 files
- Include request and user context in every log entryhere, and in 8 of 325
- Correlate logs and traces with shared trace IDin 7 of 325, across 6 files
- Record exceptions and set span status on errorsin 7 of 325
- Confirm connection is ACTIVE before running workflowsin 6 of 325, across 3 files
- Call RUBE_SEARCH_TOOLS first for current schemasin 6 of 325, across 3 files
Said here and by no other author read
- Implement log rotation
Grouped from the skills themselves: near-identical wordings counted once, and counted by distinct author, so one author publishing three of these counts once. Length counted with cl100k_base; the agent that loads this file may tokenize it differently.