How does it estimate the effort for improvements?

It uses a 1-5 effort/impact scoring rubric and breakdown logic to help teams prioritize which recommendations provide the highest value with the least complexity.

What dimensions does the assess skill evaluate?

It evaluates seven dimensions including code quality, maintainability, security, performance, and complexity to provide a weighted composite score and reasoning.

Can I focus the assessment on specific areas like security?

Yes, during the initial interaction, you can choose between a full assessment, a code-quality-only focus, a security-specific audit, or a quick score.

Does this skill require any specific setup?

It requires Claude Code 2.1.56+ and an active memory MCP server to properly track context and previous architectural decisions.

Does it support architectural reviews beyond just code?

Yes, it is designed to assess architectural decision records (ADRs), database schemas, caching strategies, and general design patterns.

Code Quality & Design Assessment

Name: Code Quality & Design Assessment
Author: yonatangross

byyonatangross

•

보안 및 테스팅

Evaluates code, designs, and architectural approaches with a structured 0-10 scoring system and actionable pros/cons analysis.

The Assess skill from OrchestKit provides a comprehensive framework for answering "is this good?" across seven critical dimensions including maintainability, security, and performance. By leveraging specialized agents, it generates detailed quality reports, identifies technical trade-offs, and provides prioritized improvement suggestions with effort estimations. Whether you are reviewing a single file or a complex database schema, this skill automates the evaluation process to ensure production-ready standards and informed decision-making.

주요 기능

01Context-aware assessment for code, schemas, and strategies

02Automated pros/cons analysis and trade-off evaluation

03Integration with Memory MCP to utilize historical project context

04Prioritized improvement recommendations with complexity and effort estimates

0592 GitHub stars

06Multi-dimensional scoring (0-10) across quality, security, and performance

사용 사례

01Evaluating architectural trade-offs between different system design approaches

02Assessing legacy codebases to identify technical debt and modernization priorities

03Performing automated pre-PR code reviews to maintain high quality standards

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add yonatangross/orchestkit assess

For use in Claude.ai and ChatGPT

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