A sophisticated detection engine for identifying GPT-generated content through model fingerprinting and linguistic pattern analysis.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install gpt-analyzer
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install gpt-analyzer using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is GPT Analyzer?
The GPT Analyzer is a high-precision tool designed for the Openclaw Skills ecosystem to identify and categorize content generated by OpenAI's language models. Unlike generic detectors, it employs specific model fingerprinting to distinguish between GPT-4 and GPT-3.5 by analyzing vocabulary choices, structural markers, and linguistic uniformity.
By incorporating this functionality into your workflow via Openclaw Skills, you can programmatically verify content authenticity, audit datasets for synthetic text, and implement automated moderation. The skill provides a detailed confidence score and a breakdown of indicators, allowing developers to make data-driven decisions regarding text provenance.
GPT Analyzer Use Cases
- Identifying specific GPT model versions in automated content pipelines.
- Verifying the authenticity of articles, papers, or user submissions.
- Filtering AI-generated boilerplate or spam in community platforms.
- Auditing large-scale datasets to distinguish between human and synthetic data.
How GPT Analyzer Works
- The input text is normalized and processed to calculate basic metrics like word count and sentence structure.
- The engine scans for model-specific linguistic markers and phrases unique to GPT-4 and GPT-3.5.
- A structural analysis is performed to detect formatting patterns such as specific list styles frequently used by LLMs.
- Sentence uniformity and variance are calculated to identify the consistent cadence typical of AI generation.
- All indicators are weighted to produce a final confidence score and a specific model identification result.
GPT Analyzer Setup
To integrate this skill into your environment, ensure you have the Openclaw Skills framework installed and run:
# Install the GPT Analyzer skill
openclaw install gpt-analyzer
Configure the analysis parameters in your project configuration:
{
"detectVersion": true,
"minConfidence": 0.7
}
GPT Analyzer Data Schema & Taxonomy
The skill returns a structured analysis object with the following schema:
| Property | Type | Description |
|---|---|---|
isGPT |
Boolean | True if the total score exceeds the minimum confidence threshold. |
confidence |
Number | A percentage score (0-100) representing the certainty of detection. |
detectedModel |
String | Identifies the specific model (gpt-4, gpt-3.5, or gpt-family). |
scores |
Object | Numerical breakdown of version, structure, and uniformity scores. |
indicators |
Object | Raw data including phrase counts and sentence length variance. |
GPT Analyzer Advanced Features
- Granular version identification for GPT-4 vs GPT-3.5 model families.
- Customizable confidence thresholds to balance between precision and recall.
- Structural pattern matching for common AI formatting conventions.
- Sentence variance analysis to detect robotic linguistic uniformity.
- Seamless integration with other Openclaw Skills for complex automated moderation workflows.
SKILL.md
Loading
Related Openclaw Skills
Geo Shield
A powerful tool for country-based content filtering, VPN detection, and regional law compliance.
DOM Observer Pro
An efficient DOM monitoring system designed for real-time web content detection and intelligent AI-generated text extraction.
CSAM Shield
A critical safety system for detecting and preventing illegal content through advanced computer vision, hash matching, and automated legal reporting.
Crisis Detector
A sophisticated safety system designed to detect mental health emergencies and provide immediate intervention resources using NLP and behavioral analysis.
Hash Toolkit
A versatile utility for generating multi-algorithm hashes and perceptual signatures to manage content integrity and deduplication.
Image Detection Skills
A comprehensive suite of tools for identifying AI-generated imagery and analyzing visual metadata through local and cloud-based models.
Featured*
