Writing Quality & Polish Assessment

Reviews documents for grammar, spelling, style compliance, and tone consistency with scored YAML reports.

Updated Apr 11, 2026
One-click install
npx skills add https://github.com/gozonerd/shadow-ai-assessment --skill writing-quality-polish-assessment-gozonerd
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Writing Quality & Polish Assessment
Source: https://github.com/gozonerd/shadow-ai-assessment/tree/main/.claude/skills/dmis/task_type/TT-21_Writing_Quality_Polish_Assessment
Command: npx skills add https://github.com/gozonerd/shadow-ai-assessment --skill writing-quality-polish-assessment-gozonerd

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pyyaml, and includes scripts (resource) and references (resource) components.

What problem does it solve? Final documents often contain grammar errors, spelling mistakes, style guide violations, and inconsistent tone that undermine professional credibility. This Skill performs a structured writing quality review so documents meet publication standards before distribution. ## Core Features & Use Cases - Mechanics and Spelling Audit: Identifies grammar, syntax, punctuation, and spelling errors with corrected text and confidence scores for each fix. - Style and Tone Assessment: Verifies style guide compliance (capitalization, abbreviations, citations) and measures tone consistency across document sections with numeric scores. - Use Case: Before publishing an integrated assessment report, run this review to receive a YAML report listing every error with corrections, a style compliance score, tone consistency analysis, and a publication-readiness recommendation. ## Quick Start Review the attached final report for grammar, spelling, style guide compliance, and tone consistency, then produce a quality assessment report with corrections and scores.

Frequently Asked Questions about Writing Quality & Polish Assessment

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

FAQPage Schema
How do I check a document for grammar and tone consistency?

Provide the complete document along with your style guide and audience specification. The review scans for grammar, spelling, and punctuation errors, then samples paragraphs across sections to score tone consistency and produce corrected text for each issue.

What does a writing quality assessment report include?

The report contains grammar and mechanics errors with corrections, spelling and punctuation issues, a style guide compliance score, a tone consistency score, clarity and concision findings, and an overall professional polish score with remediation recommendations.

How is the quality review output validated?

A Python validation script checks the YAML output for all required sections and verifies that compliance, consistency, and polish scores are numeric values between 0 and 1. Run validate_output.py with the output file path to confirm structural correctness.

Can the review enforce organization-specific terminology rules?

Yes, the review applies nine critical accuracy rules covering required terminology, entity attributions, and methodology names. Corrections flagged under these rules ensure domain-specific terms remain consistent with organizational standards.

What are the limitations of automated writing quality review?

The review may miss subtle ambiguities in complex sentences and can over-correct informal but clear phrasing if applied rigidly. Low-confidence corrections are flagged so human reviewers can make final judgment calls on stylistic changes.