bug-root-cause-critic

Critique root cause analyses for evidence quality and hypothesis correctness.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/pcortes/swarm-attack --skill bug-root-cause-critic
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: bug-root-cause-critic
Source: https://github.com/pcortes/swarm-attack/tree/main/.claude/skills/bug-root-cause-critic
Command: npx skills add https://github.com/pcortes/swarm-attack --skill bug-root-cause-critic

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Critically evaluate root cause analyses to ensure evidence quality and completeness.

Core Features & Use Cases

  • Evidence quality assessment: concrete references, traces, code lines.
  • Hypothesis critique: evaluate correctness and alternatives.

Quick Start

Provide root-cause report; outputs a structured critique with scores and improvement suggestions.

Frequently Asked Questions about bug-root-cause-critic

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

FAQPage Schema
How do I critique a root cause analysis to ensure it's accurate?

Root cause analysis critique evaluates whether the investigation accurately explains bug behavior by assessing evidence quality, hypothesis correctness, and consideration of alternative explanations. Provide your analysis report to receive structured scoring and improvement recommendations.

What makes a root cause analysis evidence-based and complete?

Evidence-based root cause analyses require traceable references, concrete code lines, reproducible steps, and clear linkage between symptoms and the identified cause. The critique identifies gaps in evidence, unsupported claims, and missing alternatives to strengthen your investigation.

Can root cause analysis critique help with incident postmortems?

Yes. Root cause analysis critique applies to software bug investigations, incident postmortems, and code-review reports, ensuring your post-incident analysis identifies the true cause rather than symptoms and validates hypotheses against collected evidence.

How do I know if my root cause hypothesis is correct?

The critique evaluates whether your hypothesis logically follows from evidence, considers competing explanations, and addresses why the bug occurred at a specific point in the codebase. It flags unsupported leaps and suggests concrete evidence to validate or refute your hypothesis.

What should I include in a root cause analysis for critique?

Include bug behavior description, evidence references (logs, traces, code lines), reproduction steps, your hypothesis explaining the cause, and any alternative explanations you considered. The more concrete and traceable your analysis, the more actionable the critique.