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self-media-pre-publish-analyzer

Diagnoses Xiaohongshu and WeChat posts before publishing with rubric-based scoring and revision instructions.

5.0k|557|Updated May 14, 2025
Search Tags:#Rubric#content scoring#self-media#XiaoHongShu#Content optimization#WeChat Official Account#pre-publish analysis
One-click install
npx skills add https://github.com/dtyq/magic --skill self-media-pre-publish-analyzer
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: self-media-pre-publish-analyzer
Source: https://github.com/dtyq/magic/tree/main/backend/super-magic/agents/skills/self-media-pre-publish-analyzer
Command: npx skills add https://github.com/dtyq/magic --skill self-media-pre-publish-analyzer

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

Creators publishing to Xiaohongshu (Rednote) or WeChat Official Accounts often cannot tell whether a finished post is ready to publish, what its biggest weaknesses are, or how it compares to similar content. This Skill reads the post folder, scores the work against platform rubrics, and outputs prioritized fixes before anything goes live.

Core Features & Use Cases

  • Rubric-Based Scoring: Scores posts on a 100-point scale using platform-specific base weights and sub-dimensions for Xiaohongshu image-card posts and WeChat Official Account articles.
  • Goal-Oriented Diagnosis: Adjusts evidence emphasis and recommendation priority for three goals: IP growth, product conversion, and viral traffic.
  • Comparable Content Analysis: Searches the web for comparable posts and operational references, then compares hooks, evidence, rhythm, and CTA against the current work.
  • Use Case: A creator finishes a Xiaohongshu card post aimed at product conversion, mentions the post folder, and receives a total score, sub-dimension breakdown, evidence ledger, top problems, comparison with similar content, and a ready-to-send rewrite prompt for the composer skill.

Quick Start

Mention your post folder and ask: diagnose this Xiaohongshu post before publishing with the goal of product conversion.

Frequently Asked Questions about self-media-pre-publish-analyzer

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

FAQPage Schema
How do I score a Xiaohongshu post before publishing?▼

Mention the post folder and request a pre-publish diagnosis with your goal (IP growth, product conversion, or viral traffic). The skill reads post.json and the card HTML files, applies the Xiaohongshu rubric weights, and returns a total score with sub-dimension breakdowns and prioritized edits.

How to review a WeChat Official Account article before it goes live?▼

Mention the article's post folder and ask for a pre-publish analysis. The skill inspects the article HTML, cover assets, and metadata, scores it on the WeChat rubric covering title, structure, credibility, mobile formatting, and CTA, then lists the highest-leverage revisions.

Does the pre-publish diagnosis compare my content with similar posts?▼

Yes, when web search is available it runs 2-4 focused searches for comparable same-topic posts and operational references, then produces a comparison of hooks, evidence, rhythm, and CTA. If search fails, it continues with file-only diagnosis and marks the comparison as limited.

What happens if the post folder is missing or unreadable?▼

The skill stops and asks you to mention a valid post folder rather than scoring from chat context or the title alone. Missing cards or article HTML lower the score and confidence level, and scores are capped when core artifacts are incomplete.

Can the analyzer rewrite my post directly?▼

No, it only diagnoses and never edits files during analysis. It outputs a ready-to-use rewrite prompt that you can send to the self-media-composer skill after you approve the revision direction.

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