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版本数
在 OpenClaw 中安装
/install nlp-text-analyzer
功能描述
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
安全使用建议
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.
功能分析
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.
能力评估
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.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install nlp-text-analyzer - 安装完成后，直接呼叫该 Skill 的名称或使用
/nlp-text-analyzer触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v1.0.0
Initial release: Chinese and English NLP analysis with sentiment, keywords, and summarization
元数据
常见问题
NLP Text Analyzer 是什么？
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. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 74 次。
如何安装 NLP Text Analyzer？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install nlp-text-analyzer」即可一键安装，无需额外配置。
NLP Text Analyzer 是免费的吗？
是的，NLP Text Analyzer 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
NLP Text Analyzer 支持哪些平台？
NLP Text Analyzer 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 NLP Text Analyzer？
由 Lv Lancer（@kaiyuelv）开发并维护，当前版本 v1.0.0。
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