Issue Resolution Pipeline FAQs

Question 1

How does this skill handle vague bug reports?

Accepted Answer

The skill includes a dedicated Triage phase that prompts Claude to ask clarifying questions, explore relevant codebase definitions, and analyze logs to transform vague feedback into a structured Issue Brief.

Question 2

What is 'Fix Decomposition' in this pipeline?

Accepted Answer

For complex bugs, the skill breaks the implementation into smaller, logical steps called 'beads.' This ensures each part of the fix is manageable, testable, and easier to review.

Question 3

What happens if a proposed fix fails verification?

Accepted Answer

The skill utilizes a 'Verify-to-RCA' loop. If a fix fails, it prevents the task from closing and redirects the AI back to the Root Cause Analysis phase to re-evaluate its hypotheses.

Question 4

Does this skill help with preventing regressions?

Accepted Answer

Yes, it enforces a 'Reproduction First' policy where failing tests are required for critical issues, followed by an Impact Assessment to check for unintended side effects before applying a fix.

Question 5

Can it diagnose race conditions?

Accepted Answer

The pipeline includes specific strategies for race conditions, utilizing timing logs, async flow analysis, and repetitive testing to confirm the underlying timing issue during the RCA phase.

Issue Resolution Pipeline

About

Key Features

Use Cases

Issue Resolution Pipeline

About

Key Features

Use Cases