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📈 Analytics & BI

NLP Text Analyzerv1.0.0

Name: NLP Text Analyzer
Author: kaiyuelv

nlp-text-analyzer

kaiyuelv

NLP文本分析器 - 支持分词、情感分析、关键词提取、文本分类等自然语言处理功能 | NLP Text Analyzer - Tokenization, sentiment analysis, keyword extraction, text classification

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Installs (all time)

Installs (current)

Downloads

773

Stars

CreatedApr 17, 2026

UpdatedMay 11, 2026

Install & Quick Start

Install via ClawdBot CLI:

clawdbot install kaiyuelv/nlp-text-analyzer

https://github.com/kaiyuelv/nlp-text-analyzer

Skill Package6 files

📋SKILL.mdmarkdown

Failed to load file.

Quality Score

B61/100

Grade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.

Market Validation7/35

· 724 downloads (moderate demand)
· No tracked installs (may still have real users via manual install)

Documentation18/25

· SKILL.md present
· Moderate documentation (≥1500 chars)
· Contains usage examples or trigger description
· Detailed summary

Package Completeness11/15

· skillAssets present (5 files)

Security Analysis

💙 Low Risk

UNDOCUMENTED_EXTERNALlow

Calls external URL not in known-safe list

https://github.com/kaiyuelv/nlp-text-analyzer

Audited Apr 18, 2026 · audit v1.0

💡

Usage Guide

Generated Sep 2, 2026

Marketing analystsCustomer support teamsAcademic researchersContent creatorsData scientistsbeginner

💡 Application Scenarios

Social Media Sentiment AnalysisMarketing

Companies can analyze customer feedback on social media platforms to gauge public sentiment about their brand or products, enabling proactive reputation management.

Customer Support Ticket ClassificationCustomer Service

Automatically categorize incoming support tickets by topic or urgency, improving response times and routing efficiency in customer service operations.

Academic Research Text MiningEducation/Research

Researchers can extract keywords, generate summaries, and analyze sentiment in large volumes of academic papers or literature reviews to speed up literature synthesis.

News Article SummarizationMedia

News agencies or content platforms can automatically generate concise summaries of long articles, providing quick reads for busy users or for newsletter digests.

💼 Business Models

SaaS APISubscription fees, usage-based pricing

Offer text analysis capabilities as a pay-per-use or subscription-based API for developers and businesses.

Data-driven InsightsOne-time fees, recurring subscriptions

Analyze social media or customer texts to provide actionable business intelligence, selling reports or dashboards.

Integrated ToolLicensing fees, upselling to existing customers

Integrate this NLP functionality into existing CRM, helpdesk, or content management systems as a premium feature.

💬 Integration Tip

Start with basic tokenization and sentiment analysis, and use the provided Python class for quick prototyping before integrating into larger workflows.