bug-impact-analysis

Analyzes bug fix root causes, side effects, impact scope, and regression risk.

2|Updated Jun 8, 2026
One-click install
npx skills add https://github.com/HACK-WU/skills --skill bug-impact-analysis-hack-wu
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: bug-impact-analysis
Source: https://github.com/HACK-WU/skills/tree/main/skills/bug-impact-analysis
Command: npx skills add https://github.com/HACK-WU/skills --skill bug-impact-analysis-hack-wu

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Fixing a bug is only half the job—developers often lack confidence about whether a fix truly addresses the root cause or silently breaks callers, edge-case paths, or concurrent behavior. This Skill produces a structured impact analysis report so fixes ship with evidence, not guesswork. ## Core Features & Use Cases - Root Cause Diagnosis: Traces the causal chain from symptom to root cause and classifies it as systemic defect, implementation gap, dependency change, or one-off mistake, flagging similar-risk locations. - Multi-Dimensional Impact Analysis: Examines call chains (vertical), conditional/parameter paths (horizontal), data flow (return values, side effects, exceptions), and execution scenarios (concurrency, retries, degradation) to map what the fix affects. - Regression Risk & Test Recommendations: Grades risks as high/medium/low and outputs a prioritized test checklist and action items. - Use Case: Before merging a hotfix that changes a function's return type, run this Skill to discover which callers rely on the old semantics, which parameter paths changed behavior, and which tests must be added. ## Quick Start Analyze the impact of this bug fix and evaluate its regression risk based on the attached diff and bug description.

Frequently Asked Questions about bug-impact-analysis

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I analyze the impact of a bug fix before merging?

Provide the bug description and the fix diff, and the Skill traces the root cause, maps affected callers and conditional paths, and outputs a regression risk report with test recommendations. It works statically and flags uncertain items for runtime verification.

How to check if a bug fix addresses the root cause?

The Skill builds a causal chain from symptom to root cause, then judges whether the fix is symptomatic, correct, or excessive. If the fix only patches surface behavior, it suggests a deeper remediation approach without modifying code itself.

What is regression risk analysis for code changes?

Regression risk analysis evaluates how a change affects existing behavior across call chains, parameter paths, data flow, and execution scenarios like concurrency and failure handling. Risks are graded high, medium, or low with concrete mitigation suggestions.

Does bug impact analysis require running the code?

No, the core analysis is static reasoning over code structure and call relationships. When static evidence is insufficient, the Skill hands off to a debugging workflow for runtime verification via reproduction or instrumentation.

When should I not use static bug impact analysis?

Avoid relying on it alone when the root cause cannot be uniquely determined from code reading, or when impact conclusions need runtime evidence. In those cases, reproduce the bug or instrument the code first, then return for impact assessment.