topic-reviewer

Evaluate topic proposals against publishing standards with pass/fail decisions.

333|83|Updated Jan 9, 2026
One-click install
npx skills add https://github.com/zephyrwang6/myskill --skill topic-reviewer
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: topic-reviewer
Source: https://github.com/zephyrwang6/myskill/tree/main/topic-reviewer
Command: npx skills add https://github.com/zephyrwang6/myskill --skill topic-reviewer

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The Topic Reviewer automates the evaluation of topic proposals to ensure they meet publishing standards, delivering a clear pass/fail verdict and actionable improvement suggestions.

Core Features & Use Cases

  • Automated checklist scoring: Evaluates each topic against mandatory pass criteria and provides a 0-100 style score for optional items.
  • Decision output: Produces a clear "通过" or "不通过" verdict with concise reasons.
  • Modification guidance: Offers concrete suggestions to improve topics to publish-ready quality.
  • Trigger scenarios: Activates when users say "审核选题" or related prompts, or when topics are generated for review.

Quick Start

Run the topic-reviewer on a given topic to receive a verdict and constructive feedback.

Frequently Asked Questions about topic-reviewer

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

FAQPage Schema
How do I automate topic approval and quality checks?

Automate topic approval by running the topic-reviewer on proposals to get deterministic pass/fail verdicts against publishing standards. It evaluates against mandatory criteria, scores optional items 0-100, and delivers clear reasons with actionable improvement suggestions for each topic.

What publishing standards does the topic reviewer check against?

Topic-reviewer applies a checklist-based scoring system with mandatory pass criteria and optional scoring items. It evaluates topics for publish-ready quality, returning a clear verdict and concrete modification guidance to meet editorial standards.

Can I use topic-reviewer with topics generated by other tools?

Yes, topic-reviewer works with topics from topic-generator or direct user input. It handles both triggered scenarios and manual review workflows, processing any topic proposal through its deterministic checklist to produce consistent pass/fail decisions.

What output do I get from a topic review?

Topic-reviewer produces a clear pass or fail verdict with concise reasons, a quality score, and actionable suggestions for improvement. Results support publishing decisions and provide concrete next steps to bring rejected topics to acceptable quality.

How does the checklist-based scoring work?

Scoring applies mandatory pass criteria that must be met for approval, plus optional evaluation items scored on a 0-100 scale. This deterministic approach ensures consistent, reproducible verdicts across all topic proposals reviewed.