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Install in OpenClaw
/install nlp-text-analyzer
Description
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
Usage Guidance
This skill appears coherent and implements the described NLP features in local Python code. Before installing, run these simple checks: (1) install and run in an isolated virtualenv to avoid contaminating system packages; (2) note that TextBlob/SnowNLP may require additional language corpora downloads at first use—be prepared for pip/network activity to fetch those libraries; (3) review the full scripts for any network/socket/subprocess usage (no such calls were found in the visible code); (4) run the included tests (tests/test_nlp.py) to validate behavior in your environment. If you need the skill to handle sensitive text, consider running it on a trusted machine since the code runs locally and will process any text you provide.
Capability Analysis
Type: OpenClaw Skill
Name: nlp-text-analyzer
Version: 1.0.0
The nlp-text-analyzer skill bundle is a legitimate natural language processing utility. The code in scripts/text_analyzer.py implements standard NLP functions such as tokenization, sentiment analysis, and keyword extraction using well-known libraries (jieba, snownlp, and textblob). There is no evidence of data exfiltration, malicious command execution, or prompt injection attempts in the documentation or scripts.
Capability Assessment
Purpose & Capability
Name/description (tokenization, sentiment, keywords, classification) align with the included Python code and declared deps (jieba, snownlp, textblob). The required packages are appropriate for Chinese/English NLP; no unrelated credentials, binaries, or config paths are requested.
Instruction Scope
SKILL.md contains usage examples that import and call local script functions (scripts/text_analyzer.py). The instructions do not ask the agent to read arbitrary system files, environment variables, or send data to external endpoints. Example/test code only exercises local processing functions.
Install Mechanism
No install spec is present (instruction-only at runtime), and dependencies are declared in requirements.txt. No downloads from arbitrary URLs or archive extraction are used. Installation would be a normal pip install of listed packages.
Credentials
The skill declares no required environment variables or credentials. The code does not reference external secrets in the provided files. Dependency packages are standard NLP libs; no disproportionate secret access is requested.
Persistence & Privilege
The skill does not request always:true and does not attempt to modify other skills or system-wide agent settings. It is user-invocable and uses local Python modules only.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install nlp-text-analyzer - After installation, invoke the skill by name or use
/nlp-text-analyzer - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release: Chinese and English NLP analysis with sentiment, keywords, and summarization
Metadata
Frequently Asked Questions
What is NLP Text Analyzer?
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. It is an AI Agent Skill for Claude Code / OpenClaw, with 74 downloads so far.
How do I install NLP Text Analyzer?
Run "/install nlp-text-analyzer" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is NLP Text Analyzer free?
Yes, NLP Text Analyzer is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does NLP Text Analyzer support?
NLP Text Analyzer is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created NLP Text Analyzer?
It is built and maintained by Lv Lancer (@kaiyuelv); the current version is v1.0.0.
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