Logging Best Practices

SkillMonitoring & ops

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.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Logging Best Practices skill

What this skill tells your AI

The instructions your AI receives, as published by secondsky/claude-skills in plugins/logging-best-practices/skills/logging-best-practices/SKILL.md and read by ahel’s review.

Implement secure, structured logging with proper levels and context.

Log Levels

LevelUse ForProduction
DEBUGDetailed debuggingOff
INFONormal operationsOn
WARNPotential issuesOn
ERRORErrors with recoveryOn
FATALCritical failuresOn

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

Signals

GitHub stars
217
Forks
31
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
logging-best-practices-secondsky
Source
github.com/secondsky/claude-skills