skills/intermittent-issue-debugging/SKILL.md
Debug issues that occur sporadically and are hard to reproduce. Use monitoring and systematic investigation to identify root causes of flaky behavior.
npx skillsauth add aj-geddes/useful-ai-prompts intermittent-issue-debuggingInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Intermittent issues are the most difficult to debug because they don't occur consistently. Systematic approach and comprehensive monitoring are essential.
Minimal working example:
// Strategy 1: Comprehensive Logging
// Add detailed logging around suspected code
function processPayment(orderId) {
const startTime = Date.now();
console.log(`[${startTime}] Payment start: order=${orderId}`);
try {
const result = chargeCard(orderId);
console.log(`[${Date.now()}] Payment success: ${orderId}`);
return result;
} catch (error) {
const duration = Date.now() - startTime;
console.error(`[${Date.now()}] Payment FAILED:`, {
order: orderId,
error: error.message,
duration_ms: duration,
error_type: error.constructor.name,
stack: error.stack,
});
throw error;
}
}
// Strategy 2: Correlation IDs
// ... (see reference guides for full implementation)
Detailed implementations in the references/ directory:
| Guide | Contents | |---|---| | Capturing Intermittent Issues | Capturing Intermittent Issues | | Common Intermittent Issues | Common Intermittent Issues | | Systematic Investigation Process | Systematic Investigation Process | | Monitoring & Prevention | Monitoring & Prevention |
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