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qa-false-positive-detection

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Ensure bug fixes are real, not coincidental.

Software Engineering#testing#quality assurance#bug fix#qa#confirmation bias#false positive
AuthorGDSDN
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill combats confirmation bias in Quality Assurance by providing a rigorous checklist to verify that bug fixes are genuine and not merely coincidental or superficial.

Core Features & Use Cases

  • Assumption Verification: Ensures all assumptions made about a fix are explicitly stated and evidence-based.
  • Causation Testing: Implements tests to confirm that reverting the fix reintroduces the bug and that the fix resolves it reliably.
  • Bias Checks: Guards against overlooking negative cases, ensures independent verifiability, and demands a clear explanation of the fix's mechanism.
  • Edge Case Handling: Prompts for verification against common edge cases for both bug fixes and new features.
  • Confidence Scoring: Assigns a quantifiable confidence score to the fix, guiding the approval or rejection decision.

Quick Start

Run the false-positive-check skill for story ID 6.3, indicating the claimed fix is "Fixed null pointer by adding null check".

Dependency Matrix

Required Modules

None required

Components

references

💻 Claude Code Installation

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Please help me install this Skill:
Name: qa-false-positive-detection
Download link: https://github.com/GDSDN/kord-aios/archive/main.zip#qa-false-positive-detection

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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