Individual skill
text-analysis-basic
Basic Chinese NLP and text analysis workflows for PDF text/table extraction, jieba tokenization, word and sentence frequency, word clouds, TF-IDF, Word2Vec, sentence embeddings, and text similarity. Use when a user asks Codex to extract text from PDFs, segment Chinese text, count terms or sentences, create word clouds, vectorize text, train Word2Vec, encode embeddings, or compute text similarity from files or short inputs.
本地Skills功能分类库/05_文本挖掘与NLP Skills/text-analysis-basic/SKILL.md
Source commit aab113340d7eecc6a48308f57c44897f8c78dda4
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 4, 2026
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Repository context
- Repository stars (not skill ratings)
- 174
- Repository last updated
- May 19, 2026
- License
- NOASSERTION
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- engineering Derived category
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Browse files
SKILL.mdcore · 2,948 bytesSKILL.mdcore · 2,948 bytesagents/openai.yamlasset · 253 bytesreadme.mddoc · 1,228 bytesreferences/embedding.mddoc · 746 bytesreferences/frequency.mddoc · 1,011 bytesreferences/jieba-tokenization.mddoc · 1,164 bytesreferences/pdf-extraction.mddoc · 1,118 bytesreferences/similarity.mddoc · 885 bytesreferences/tfidf.mddoc · 1,070 bytesreferences/word2vec.mddoc · 836 bytesreferences/wordcloud.mddoc · 857 bytesscripts/frequencies.pyruns · 3,175 bytesscripts/jieba_tokenize.pyruns · 3,342 bytesscripts/pdf_extract.pyruns · 3,612 bytesscripts/similarity.pyruns · 5,573 bytesscripts/vectorize.pyruns · 6,293 bytesscripts/wordcloud_generate.pyruns · 3,060 bytes
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