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rose-computational-linguistics

Analyze Reddit text corpora with stylometric, behavioral, and semantic profiling.

1|Updated Jul 10, 2026
Search Tags:#analysis#reddit#forensics#authorship#linguistics#stylometry
One-click install
npx skills add https://github.com/datavorous/rose --skill rose-computational-linguistics
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: rose-computational-linguistics
Source: https://github.com/datavorous/rose/tree/main/skills/alt-account
Command: npx skills add https://github.com/datavorous/rose --skill rose-computational-linguistics

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires spacy, uv.

What problem does it solve?

This Skill addresses the need for objective, evidence-based linguistic profiling and authorship comparison on Reddit, moving beyond subjective interpretation to provide auditable, statistically-backed insights.

Core Features & Use Cases

  • Single-Target Profiling: Generate comprehensive reports on Reddit accounts, including narrative themes, behavioral patterns, and stylistic markers.
  • Dual-Profile Comparison: Perform rigorous authorship analysis between two corpora using Burrows Delta, Jensen-Shannon distance, and formal logic verdicts.
  • Use Case: Forensic researchers or analysts can use this to identify stylistic consistency or divergence between two Reddit accounts to support investigative leads.

Quick Start

Use the rose computational linguistics skill to analyze the Reddit profile of a specific user and generate a detailed narrative report.

Frequently Asked Questions about rose-computational-linguistics

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

FAQPage Schema
How do I perform authorship analysis on Reddit accounts?▼

Authorship analysis on Reddit accounts is performed by applying Burrows Delta and Jensen-Shannon distance metrics to compare text corpora, generating statistical and formal logic verdicts on stylistic consistency.

What is stylometric profiling used for in forensic linguistics?▼

Stylometric profiling in forensic linguistics is used to objectively identify narrative themes, behavioral patterns, and stylistic markers in text corpora, providing auditable evidence for investigative research.

Do I need Python and spacy to run computational linguistics analysis?▼

Yes, you need Python with spacy and custom rose library modules to execute computational linguistics analysis, as the statistical and graph-theoretic assessments rely on this environment.

Can I compare two Reddit corpora to find stylistic divergence?▼

Yes, you can perform dual-profile comparison between two Reddit corpora to identify stylistic consistency or divergence, producing rigorous authorship analysis and formal logic verdicts.

What is the best way to generate behavioral reports from Reddit text?▼

The best way to generate behavioral reports from Reddit text is through single-target profiling, which mathematically analyzes narrative themes and stylistic markers to produce comprehensive, evidence-based insights.

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