backend-diagnose-workflow

What problem does it solve?

This Skill automates the process of diagnosing backend issues, providing root-cause-oriented recommendations with clear confidence levels, eliminating the need for separate investigator, verifier, and solver subagents.

Core Features & Use Cases

• End-to-End Diagnosis: Manages the entire diagnostic workflow from evidence collection to solution derivation within a single agent.
• Root-Cause Analysis: Focuses on identifying the fundamental causes of backend failures, not just symptoms.
• Confidence-Based Recommendations: Provides actionable solutions with explicit confidence scores, guiding implementation decisions.
• Use Case: When a critical backend service experiences intermittent failures, this Skill can automatically collect logs, analyze traces, form hypotheses, validate them, and propose a fix with a confidence rating.

Quick Start

Use the backend-diagnose-workflow skill to diagnose the recent API latency spikes.