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javierhbr
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review-ai-writing

Detect AI-generated writing patterns in developer text and documentation.

Updated Feb 17, 2026
Search Tags:#code review#documentation#ai writing#commit message#text analysis#pr description
One-click install
npx skills add https://github.com/javierhbr/random-poc --skill review-ai-writing
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: review-ai-writing
Source: https://github.com/javierhbr/random-poc/tree/main/custom-skills/beagle-main/plugins/beagle-docs/skills/review-ai-writing
Command: npx skills add https://github.com/javierhbr/random-poc --skill review-ai-writing

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps identify and flag text that exhibits patterns commonly found in AI-generated content, ensuring authenticity and clarity in developer communications.

Core Features & Use Cases

  • AI Writing Detection: Analyzes developer text (docs, commit messages, PRs, comments) for AI-specific linguistic and structural patterns.
  • Pattern Categorization: Identifies issues across content, vocabulary, formatting, communication, filler, and code documentation.
  • Use Case: When reviewing a pull request description, use this Skill to check if the language sounds overly promotional or formulaic, indicating it might be AI-generated and require human refinement for clarity and accuracy.

Quick Start

Use the review-ai-writing skill to analyze the provided commit message for AI writing patterns.

Frequently Asked Questions about review-ai-writing

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

FAQPage Schema
How do I detect AI-generated writing patterns in pull request descriptions?▼

To detect AI-generated writing patterns in pull request descriptions, analyze the text for overly promotional or formulaic language. This Skill flags AI-specific linguistic structures, ensuring developer communications require human refinement for clarity and authenticity.

What are common AI writing patterns in code documentation and commit messages?▼

Common AI writing patterns in code documentation and commit messages include specific content structures, vocabulary choices, formatting anomalies, and filler text. This Skill categorizes these issues across content, vocabulary, formatting, communication, and code documentation patterns.

Can I analyze docstrings for AI-specific linguistic patterns?▼

Yes, you can analyze docstrings for AI-specific linguistic patterns. This Skill examines developer text, including docstrings and code comments, to identify AI characteristics and ensure authenticity and clarity in developer communications.

Does this tool check text formatting and vocabulary for AI characteristics?▼

Yes, this tool checks text formatting and vocabulary for AI characteristics. It analyzes content, vocabulary, formatting, communication, and filler patterns to identify AI-generated developer text and ensure authenticity.

When should I use an AI writing detector for developer text?▼

You should use an AI writing detector for developer text when reviewing pull requests, documentation, or commit messages that sound overly formulaic. It flags AI-generated patterns, indicating the text requires human refinement for accuracy and clarity.

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