root-cause-tracing

What This Skill Does

The root-cause-tracing skill is a powerful analytical engine designed to help OpenClaw agents diagnose complex technical failures. By integrating three industry-standard methodologies—5 Whys analysis, Fault Tree Analysis (FTA), and dependency tracing—this skill enables the agent to systematically decompose problems to uncover their actual origins rather than treating surface-level symptoms. It works by guiding the agent through a logical hierarchy of inquiry, ensuring that every possible failure vector is evaluated, whether it involves software bugs, network outages, or configuration errors. Beyond identification, it provides a structured framework for documenting findings and proposing robust, permanent solutions.

Installation

To integrate this skill into your OpenClaw environment, execute the following command in your terminal: clawhub install openclaw/skills/skills/sa9saq/root-cause-tracing

Use Cases

• Production Outages: Rapidly pinpoint which service or database query triggered a cascading API timeout.
• Heisenbugs: Troubleshoot intermittent issues by applying binary search logic via Git Bisect across commit history.
• Transaction Failures: Debug blockchain operations by mapping transaction hashes against explorer logs and gas metrics.
• Configuration Drift: Identify missing indexes or environment variable misconfigurations using systematic root cause mapping.

Example Prompts

1. "The user is reporting intermittent 503 errors on the checkout page; perform a root cause trace and tell me if it's a database bottleneck or an API gateway issue."
2. "I'm seeing high gas failure rates on our smart contract; use the fault tree methodology to list all potential reasons and verify the current nonce state."
3. "The application started crashing after the last deployment. Please use git bisect and log correlation to find exactly which commit introduced the breaking change."

Tips & Limitations

• Prioritize Data: The skill is most effective when provided with clear, timestamped log files. Ensure your target services have observability enabled.
• Context Awareness: When analyzing code, ensure the agent has repository access so it can perform accurate dependency tracking and stack trace parsing.
• Limitations: This skill focuses on diagnosis; while it suggests fixes, it requires the 'auto-fix' or 'systematic-debug' skills to apply changes directly to your codebase. Always review the 'root cause' report before executing irreversible automated remediation.