Auto Root Cause Analysis

📋 Overview

Automatically performs deep root cause analysis when bugs are reported. Analyzes stacktraces, traces code history, identifies the likely cause with supporting evidence, and suggests a minimal fix with risk assessment. Can optionally trigger the PR creation workflow if confidence is high.

⚡ Triggers

Automatic:

• Event: issue_labeled when label is bug

Manual:

• Slash command: /bug-rca
• Can be used on any issue at any time

🎯 Use Cases

• Automatic bug investigation for reported issues
• Reduce time-to-diagnosis for production bugs
• Generate fix suggestions for common error patterns
• Learning tool - shows investigation process and reasoning
• 24/7 automated first response to bug reports
• Capture institutional knowledge about bug patterns

🔧 Prerequisites

• Agent configured: Root-Cause Analysis (RCA) Expert
• Optional: Configure autoPR threshold in workflow.json for automatic PR creation

🏗️ Workflow Steps

1. Identify Repositories (repo.identify) - Finds relevant repos for the issue

   • Agents: None (automated repository identification)
   • Duration: ~30 seconds
   • Uses issue content to identify up to 3 relevant repositories

2. Clone Repositories (git.clone) - Clones identified repos

   • Agents: None (automated git operation)
   • Duration: ~1 min per repo

3. RCA Session (agent.session) - Performs root cause analysis

   • Agents: Root-Cause Analysis (RCA) Expert (coordinated by Coordinator)
   • Duration: ~5-30 min
   • Analyzes code, traces history, identifies cause, suggests fix

[Identify Repos] → [Clone] → [RCA Session]

🎨 Customization

Step Prompts

• rca-session.md - Controls the entire RCA process including:
  • Analysis depth and methodology
  • Evidence collection requirements
  • Fix suggestion format and constraints
  • Confidence scoring criteria
  • When to request more info vs. propose fix

Common Adjustments

Adjust analysis depth: Edit rca-session.md to:

• Deep analysis: "Trace back through at least 3 levels of call stack"
• Quick analysis: "Focus only on the immediate cause in the stacktrace"
• Historical: "Include analysis of when the bug was introduced (git blame)"

Change fix suggestion style:

• Conservative: "Only suggest fixes with 95%+ confidence"
• Aggressive: "Suggest fixes for any identified issue with reasoning"
• Educational: "Explain multiple possible fixes with trade-offs"

Configure auto-PR behavior: Edit rca-session.md and workflow.json autoPR configuration:

• Disable: Remove auto-PR logic from prompt
• Lower threshold: Create PR at conf-med instead of conf-high
• Add tests: "Always include test cases in auto-PR"

Customize labels: Edit rca-session.md to change:

• Label names (rca-proposed, confidence tiers)
• When labels are applied
• Additional labels based on issue type

Needs-info criteria: Edit the "Needs-Info Handling" section to:

• Request specific information for your stack
• Include custom debugging steps
• Add environment-specific questions

🔗 Related Workflows

• Code Review - Catches bugs before they reach production
• Technical Design Proposal - Creates designs to prevent architectural bugs

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Part of the Overcut Playbooks collection