Logging best practices focused on wide events (canonical log lines) for powerful debugging and analytics
View on GitHubSelect agents to install to:
npx add-skill https://github.com/trancong12102/ccc/blob/main/external/skills/logging-best-practices/SKILL.md -a claude-code --skill logging-best-practicesInstallation paths:
.claude/skills/logging-best-practices/# Logging Best Practices Skill
Version: 1.0.0
## Purpose
This skill provides guidelines for implementing effective logging in applications. It focuses on **wide events** (also called canonical log lines) - a pattern where you emit a single, context-rich event per request per service, enabling powerful debugging and analytics.
## When to Apply
Apply these guidelines when:
- Writing or reviewing logging code
- Adding console.log, logger.info, or similar
- Designing logging strategy for new services
- Setting up logging infrastructure
## Core Principles
### 1. Wide Events (CRITICAL)
Emit **one context-rich event per request per service**. Instead of scattering log lines throughout your handler, consolidate everything into a single structured event emitted at request completion.
```typescript
const wideEvent: Record<string, unknown> = {
method: 'POST',
path: '/checkout',
requestId: c.get('requestId'),
timestamp: new Date().toISOString(),
};
try {
const user = await getUser(c.get('userId'));
wideEvent.user = { id: user.id, subscription: user.subscription };
const cart = await getCart(user.id);
wideEvent.cart = { total_cents: cart.total, item_count: cart.items.length };
wideEvent.status_code = 200;
wideEvent.outcome = 'success';
return c.json({ success: true });
} catch (error) {
wideEvent.status_code = 500;
wideEvent.outcome = 'error';
wideEvent.error = { message: error.message, type: error.name };
throw error;
} finally {
wideEvent.duration_ms = Date.now() - startTime;
logger.info(wideEvent);
}
```
### 2. High Cardinality & Dimensionality (CRITICAL)
Include fields with high cardinality (user IDs, request IDs - millions of unique values) and high dimensionality (many fields per event). This enables querying by specific users and answering questions you haven't anticipated yet.
### 3. Business Context (CRITICAL)
Always include business context: user subscription tier, cart value, feature flags, account age. The goal is to