content-review

Automate content audits with sensitive word scanning, de-AI checks, and quality scoring.

1|Updated Mar 31, 2026
One-click install
npx skills add https://github.com/alextangson/AutoCrew --skill content-review-alextangson
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: content-review
Source: https://github.com/alextangson/AutoCrew/tree/main/skills/content-review
Command: npx skills add https://github.com/alextangson/AutoCrew --skill content-review-alextangson

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

对内容执行完整审核流程,输出审核报告 + 一键修复建议。

Core Features & Use Cases

  • 敏感词扫描与合规检查
  • 去 AI 味检查(去除机械化表达,提升自然性)
  • 质量评分与输出审核报告
  • 状态机联动,支持 content 的流转到审核通过或修订阶段

Quick Start

Run a full content audit by loading the HAMLETDEER Clock Audit Checklist, performing all checks, and generating the audit report.

Frequently Asked Questions about content-review

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

FAQPage Schema
How do I automate a content audit for sensitive words and AI wording?

You can automate a content audit by loading the audit checklist, performing sensitive word scanning, de-AI wording checks, and quality scoring. The pipeline outputs a structured audit report and transitions content state to approved or revision statuses.

What is de-AI wording check and how does it improve content quality?

A de-AI wording check identifies and removes mechanical expressions in text to enhance naturalness. It is integrated into the content review workflow to ensure text passes internal quality gates before generating an audit report.

Can I use this content review pipeline for social platform compliance checks?

Yes, the content review pipeline applies to workflows across social platforms and internal quality gates. It performs sensitive word scanning and compliance checks, outputting an audit report to manage content approval or revision.

How do I generate a compliance report with a quality score for my content?

To generate a compliance report, run a full content audit that performs sensitive word scanning and de-AI checks. The system calculates a quality score and outputs a structured audit report with one-click repair suggestions and state transitions.

Does the content audit state machine support automatic transitions to revision status?

Yes, the state machine implements transitions to approved or revision statuses based on the audit report. It links the quality score and sensitive word scan results to automatically route content through the review workflow.