ab-test-analysis
Design and analyze A/B tests, calculate statistical significance, and determine sample sizes…
Analyze application and system logs to identify errors, patterns, and root causes. Use log aggregation tools and structured logging for effective debugging.
$ npx -y skills add aj-geddes/useful-ai-prompts --skill log-analysis --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/log-analysisContext preview
The summary Claude sees to decide when to auto-load this skill.
Analyze application and system logs to identify errors, patterns, and root causes. Use log aggregation tools and structured logging for effective debugging.
name: log-analysis description: > Analyze application and system logs to identify errors, patterns, and root causes. Use log aggregation tools and structured logging for effective debugging.
Logs are critical for debugging and monitoring. Effective log analysis quickly identifies issues and enables root cause analysis.
Minimal working example:
// Good: Structured logs (machine-readable)
logger.info({
level: 'INFO',
timestamp: '2024-01-15T10:30:00Z',
service: 'auth-service',
user_id: '12345',
action: 'user_login',
status: 'success',
duration_ms: 150,
ip_address: '192.168.1.1'
});
// Bad: Unstructured logs (hard to parse)
console.log('User 12345 logged in successfully in 150ms from 192.168.1.1');
// JSON Format (Elasticsearch friendly)
{
"@timestamp": "2024-01-15T10:30:00Z",
"level": "ERROR",
"service": "api-gateway",
"trace_id": "abc123",
"message": "Database connection failed",
"error": {
"type": "ConnectionError",
"code": "ECONNREFUSED"
// ... (see reference guides for full implementation)Detailed implementations in the `references/` directory:
| Guide | Contents | |---|---| | [Structured Logging](references/structured-logging.md) | Structured Logging | | [Log Levels & Patterns](references/log-levels-patterns.md) | Log Levels & Patterns | | [Log Analysis Tools](references/log-analysis-tools.md) | Log Analysis Tools | | [Common Log Analysis Queries](references/common-log-analysis-queries.md) | Common Log Analysis Queries |
488 production-ready AI prompts, all following a standardized template with validated quality gates. Transform ChatGPT, Claude, and other AI assistants into expert consultants.
Repo: aj-geddes/useful-ai-prompts
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