How does this skill handle vague bug reports?

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.

What is 'Fix Decomposition' in this pipeline?

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.

What happens if a proposed fix fails verification?

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.

Does this skill help with preventing regressions?

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.

Can it diagnose race conditions?

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

Name: Issue Resolution Pipeline
Author: majiayu000

bymajiayu000

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セキュリティとテスト

Diagnoses and fixes software bugs through a systematic 6-phase pipeline including triage, reproduction, root cause analysis, and verified fixes.

概要

This skill empowers Claude Code with a professional-grade debugging framework designed to eliminate guesswork from the software maintenance lifecycle. It guides the AI through a comprehensive workflow starting from initial input triage and the creation of deterministic reproduction tests to performing deep root cause analysis (RCA) and assessing the blast radius of potential changes. By decomposing complex fixes into manageable 'beads' and enforcing strict verification loops, it ensures that bugs are structurally resolved and that no new regressions are introduced to the codebase.

主な機能

64 GitHub stars
Evidence-based Root Cause Analysis (RCA) hypothesis framework
Automated generation of Issue Briefs and Reproduction Reports
Task decomposition for complex fixes using a modular 'bead' system
Structured 6-phase debugging pipeline from Triage to Verification
Comprehensive impact assessment to identify blast radius and regression risks

ユースケース

Debugging complex race conditions and edge cases in asynchronous systems
Systematically refactoring buggy code modules while ensuring no loss of functionality
Resolving critical production regressions that require deterministic reproduction tests

概要

主な機能

64 GitHub stars
Evidence-based Root Cause Analysis (RCA) hypothesis framework
Automated generation of Issue Briefs and Reproduction Reports
Task decomposition for complex fixes using a modular 'bead' system
Structured 6-phase debugging pipeline from Triage to Verification
Comprehensive impact assessment to identify blast radius and regression risks

ユースケース

Debugging complex race conditions and edge cases in asynchronous systems
Systematically refactoring buggy code modules while ensuring no loss of functionality
Resolving critical production regressions that require deterministic reproduction tests