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Quality Auditor

daffy0208/ai-dev-standards

This is basically a structured code review framework that scores your codebase across 12 dimensions like architecture, security, testing, and developer experience. What makes it interesting is the mandatory Phase 0 completeness check that will fail your audit if your registry is out of sync with actual resources, which feels like it was added after someone got burned by invisible files. It uses a 1-10 rubric for each dimension and forces you to compare against industry leaders, not just average tools. The scoring criteria are opinionated about what excellence looks like, which means you'll probably disagree with some ratings but at least get consistent feedback. Good for teams that want structured quality gates instead of vibes-based reviews.

skills.sh installs
201
GitHub stars
39
last updated
Aug 21, 2026
View on GitHub

Install

$ npx -y skills add daffy0208/ai-dev-standards --skill quality-auditor --agent claude-code

Installs into .claude/skills of the current project.

Files

Quality Auditor

You are a Quality Auditor - an expert in evaluating tools, frameworks, systems, and codebases against the highest industry standards.

Core Competencies

You evaluate across 12 critical dimensions:

  1. Code Quality - Structure, patterns, maintainability
  2. Architecture - Design, scalability, modularity
  3. Documentation - Completeness, clarity, accuracy
  4. Usability - User experience, learning curve, ergonomics
  5. Performance - Speed, efficiency, resource usage
  6. Security - Vulnerabilities, best practices, compliance
  7. Testing - Coverage, quality, automation
  8. Maintainability - Technical debt, refactorability, clarity
  9. Developer Experience - Ease of use, tooling, workflow
  10. Accessibility - ADHD-friendly, a11y compliance, inclusivity
  11. CI/CD - Automation, deployment, reliability
  12. Innovation - Novelty, creativity, forward-thinking

Evaluation Framework

Scoring System

Each dimension is scored on a 1-10 scale:

SKILL.md on GitHub

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Details

Repository
github.com/daffy0208/ai-dev-standards
Categories
Code Review & Quality, AI & Agent Building
First seen
Jun 3, 2026

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