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zhihu-copy-diagnose

Diagnose Zhihu Markdown drafts for AI phrasing, readability, and evidence strength.

59|11|Updated Apr 1, 2026
Search Tags:#editorial-review#tone-analysis#zhihu#prepublish#copy-diagnose#evidence-density
One-click install
npx skills add https://github.com/Harzva/learn-likecc --skill zhihu-copy-diagnose
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: zhihu-copy-diagnose
Source: https://github.com/Harzva/learn-likecc/tree/main/.claude/skills/zhihu-copy-diagnose
Command: npx skills add https://github.com/Harzva/learn-likecc --skill zhihu-copy-diagnose

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This skill performs a final quality audit of Zhihu Markdown drafts to identify AI-flavored phrasing, tone inconsistencies, readability drag, and weak evidence, helping writers refine their copy before zhihu-publish.

Core Features & Use Cases

  • AI-flavored phrasing detection and tone assessment to flag template-like language.
  • Readability enhancement suggestions and evidence-density checks with auto-generated rewrite guidance.
  • Local run for project safety and fast iteration, writing rewrite-suggestions.md and rewrite-patch.md alongside drafts.

Quick Start

Run the audit tool on the target Zhihu draft to obtain an automated quality report and suggested rewrites.

Frequently Asked Questions about zhihu-copy-diagnose

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

FAQPage Schema
How do I detect AI phrasing in Zhihu markdown drafts before publishing?▼

Detect AI phrasing in Zhihu drafts by running a local Python audit script that evaluates markdown files for template-like language and tone inconsistencies, outputting a rewrite-suggestions.md file for refinement.

What is evidence-density analysis and how does it assess Zhihu article quality?▼

Evidence-density analysis evaluates the factual support strength within Zhihu drafts, examining arguments and claims to flag weak evidence sections, ultimately generating targeted rewrite guidance to strengthen professional credibility.

How do I check readability and tone consistency for local markdown drafts?▼

Check readability and tone consistency for local markdown drafts by executing an audit script that analyzes text flow and professional tone, providing console results and a rewrite-patch.md file with structural improvements.

Can I run a pre-publish copy diagnosis locally without uploading my drafts?▼

Yes, you can run pre-publish copy diagnosis entirely locally by targeting Zhihu articles stored in local directories like wemedia/zhihu/articles/, ensuring project data safety while generating JSON results and rewrite patch files.

What is the best way to generate rewrite suggestions for Zhihu articles?▼

The best way to generate rewrite suggestions for Zhihu articles is using a dedicated copy-diagnose script that audits markdown drafts for AI tone and readability, automatically writing rewrite-suggestions.md alongside your original files.

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