self-critique

Score code, documentation, or proposals across multiple quality dimensions.

18|1|Updated Jan 3, 2026
One-click install
npx skills add https://github.com/williamzujkowski/nexus-agents --skill self-critique-williamzujkowski
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: self-critique
Source: https://github.com/williamzujkowski/nexus-agents/tree/main/skills/self-critique
Command: npx skills add https://github.com/williamzujkowski/nexus-agents --skill self-critique-williamzujkowski

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

It helps users ensure the quality and accuracy of their work by scoring their output across multiple dimensions prior to sharing, reducing regressions and overlooked issues.

Core Features & Use Cases

  • Self-Assessment: Scores your own code, documentation, or proposals on key quality metrics.
  • Quality Control: Identifies the weakest aspect of your work to prioritize fixes.
  • Use Case: Before submitting a complex AI-generated report, run this skill to evaluate clarity, correctness, and coverage, ensuring a polished final product.

Quick Start

Use this skill to evaluate the recent draft of your project summary by providing your output to the critique system.

Frequently Asked Questions about self-critique

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

FAQPage Schema
How do I run a self-assessment on my code or documentation before submission?

To run a self-assessment, provide your drafted code, documentation, or proposal output to the critique system. The self-assessment scores your work across key quality dimensions like clarity and correctness to identify weak aspects before you submit.

What is structured self-evaluation for quality control and how does it prevent regressions?

Structured self-evaluation is a quality control process that scores outputs across multiple dimensions prior to sharing. It prevents regressions by identifying overlooked issues and highlighting the weakest aspects of your work so you can prioritize fixes.

Can I use self-critique to evaluate AI-generated reports for accuracy and coverage?

Yes, you can evaluate AI-generated reports for accuracy and coverage. The self-critique system assesses outputs across multiple professional quality dimensions, ensuring your AI-generated report is polished and correct before final emission.

What is the best way to identify the weakest aspect of my project summary for fixes?

The best way to identify weak aspects is to run your project summary through a structured self-evaluation. This quality control process scores your output across key dimensions and pinpoints the weakest areas, allowing you to prioritize necessary fixes.

Does this self-evaluation skill require any external dependencies or integrations?

No external dependencies or integrations are required. The self-evaluation skill operates independently to score your outputs across quality dimensions, allowing you to perform quality assurance directly within your existing workflow.

When should I avoid using automated self-evaluation for quality assurance?

You should avoid using automated self-evaluation when your output requires subjective, context-specific human judgment that cannot be measured across standard quality dimensions, as the system focuses on structured scoring for regression prevention.