Installable skillMIT

intermittent-issue-debugging

Debug issues that occur sporadically and are hard to reproduce. Use monitoring and systematic investigation to identify root causes of flaky behavior.

BY aj-geddesUPDATED Oct 27, 2026
INTENDED FOR✳Claude Code>_Codex↗Cursor✦GeminiInstall in a listed agent.

instructions.md

---
name: intermittent-issue-debugging
description: >
  Debug issues that occur sporadically and are hard to reproduce. Use monitoring
  and systematic investigation to identify root causes of flaky behavior.
---

# Intermittent Issue Debugging

## Table of Contents

- [Overview](#overview)
- [When to Use](#when-to-use)
- [Quick Start](#quick-start)
- [Reference Guides](#reference-guides)
- [Best Practices](#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:

```javascript
// 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:

| Guide | Contents |
|---|---|
| [Capturing Intermittent Issues](references/capturing-intermittent-issues.md) | Capturing Intermittent Issues |
| [Common Intermittent Issues](references/common-intermittent-issues.md) | Common Intermittent Issues |
| [Systematic Investigation Process](references/systematic-investigation-process.md) | Systematic Investigation Process |
| [Monitoring & Prevention](references/monitoring-prevention.md) | Monitoring & 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
COMPATIBILITY & REFERENCES

Platform guidance

Imported from the listed AgentSkill.sh category. Complete supplied package files and notices are retained. Required external tools and credentials are not installed. No bundled code was executed during import. Individual agent task behavior has not been tested.

Resource notes updated 2026-10-27 · Original instructions by aj-geddes