aj-geddes/useful-ai-prompts7 files

Intermittent Issue Debugging

>

Specification
Skill ID
aj-geddes/useful-ai-prompts/intermittent-issue-debugging
Publisher
aj-geddes
Repository
useful-ai-prompts
Installs
0
Files
7
Synced
Sep 23, 2026
How to use it

Open any RiverX project, open the Skills panel in the chat, and search for this identifier. The files are fetched from the source repository at install time.

aj-geddes/useful-ai-prompts/intermittent-issue-debuggingInstalls these files
  • SKILL.md
  • references/capturing-intermittent-issues.md
  • references/common-intermittent-issues.md
  • references/monitoring-prevention.md
  • references/systematic-investigation-process.md
  • scripts/scaffold-tests.sh
  • templates/test-template.js

What this skill tells the agent

Intermittent Issue Debugging

Table of Contents

  • Overview
  • When to Use
  • Quick Start
  • Reference Guides
  • Best Practices

Overview

Intermittent issues are the most difficult to debug because they don't occur consistently. Systematic approach and comprehensive monitoring are essential.

When to Use

  • Sporadic errors in logs
  • Users report occasional issues
  • Flaky tests
  • Race conditions suspected
  • Timing-dependent bugs
  • Resource exhaustion issues

Quick Start

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)

Reference Guides

Detailed implementations in the references/ directory:

GuideContents
Capturing Intermittent IssuesCapturing Intermittent Issues
Common Intermittent IssuesCommon Intermittent Issues
Systematic Investigation ProcessSystematic Investigation Process
Monitoring & PreventionMonitoring & Prevention

Best Practices

✅ DO

  • Follow established patterns and conventions
  • Write clean, maintainable code
  • Add appropriate documentation
  • Test thoroughly before deploying

❌ DON'T

  • Skip testing or validation
  • Ignore error handling
  • Hard-code configuration values

Use this skill in a project

Open any RiverX project, search the Skills panel for aj-geddes/useful-ai-prompts/intermittent-issue-debugging, and install it in one click.

Use this skill