Individual skill

text-processor

Text processing pipeline: an agent team collaborates to perform preprocessing, classification, entity/keyword extraction, sentiment analysis, summarization, structured data conversion, and report generation on bulk text. Use this skill for requests like 'analyze this text', 'text processing', 'classify documents', 'run sentiment analysis', 'extract keywords', 'named entity recognition', 'NER', 'text summarization', 'review analysis', 'survey text analysis', 'comment analysis', and other general text NLP tasks. Note: speech recognition (STT), machine translation, chatbot dialogue management, and LLM fine-tuning are outside the scope of this skill.

en/33-text-processor/.claude/skills/text-processor/skill.md

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Last checked: Nov 9, 2026

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Repository stars (not skill ratings): 1,324
Repository last updated: Mar 22, 2026
License: Apache-2.0

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# Text Processor — Full Text Processing Pipeline

An agent team collaborates to perform bulk text preprocessing, classification, extraction, sentiment analysis, structuring, and report generation.

## Execution Mode

**Agent Team** — Five agents communicate directly via SendMessage and perform cross-validation.

## Agent Composition

| Agent | File | Role | Type |
|-------|------|------|------|
| preprocessor | `.claude/agents/preprocessor.md` | Text preprocessing, noise removal | general-purpose |
| classifier | `.claude/agents/classifier.md` | Topic/intent classification, tagging | general-purpose |