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rai-quality-review

Official

Catch semantic bugs and fragile tests

Software Engineering#audit#quality-assurance#code-review#test-quality#rai#semantic-bugs#type-honesty
Authorhumansys
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Identify semantic bugs, type honesty failures, and low-value or fragile tests that automated gates and linters miss, preventing subtle regressions and maintenance debt before review.

Core Features & Use Cases

  • Systematically audit changed files for logic correctness, type honesty, error-handling issues, and language-specific idioms after implementation.
  • Evaluate test quality using mutation survival, refactor resilience, and behavior-specification heuristics to classify tests as Muda, Fragile, or Valuable.
  • Review API surface and basic security concerns, load project patterns and design context, and produce file:line findings with concrete fixes and a PASS / PASS WITH RECOMMENDATIONS / FAIL verdict.
  • Use Case: Run after story implementation and automated gates have passed to catch semantic issues and test weaknesses before the retrospective.

Quick Start

Run the rai-quality-review on a completed story that passed automated gates to generate inline file:line findings, remediation suggestions, and a final verdict.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

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Please help me install this Skill:
Name: rai-quality-review
Download link: https://github.com/humansys/raise/archive/main.zip#rai-quality-review

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