# Text Splitter

> Split text into specified-sized chunks while maintaining semantic integrity. Suitable for long text batch processing, dividing text into processable segments

- Skill: `gonglingrui/text-splitter-2` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add gonglingrui/text-splitter-2`
- Raw SKILL.md: https://api.skillmd.com/api/skills/gonglingrui/text-splitter-2/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- License: MIT
- Author: GongLingRui (https://skillmd.com/u/gonglingrui)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/gonglingrui/text-splitter-2

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# Text Splitter Tool

## Functionality

Split text into specified-sized chunks while maintaining semantic integrity, facilitating subsequent batch processing and analysis.

## Usage Scenarios

- Process extra-long text by splitting it into agent-processable segments
- Perform text preprocessing to provide standardized input for subsequent content analysis, summarization, or evaluation tasks
- Optimize text processing workflows to ensure each processing unit is controllable in size and semantically complete

## Core Capabilities

- **Semantic Integrity Priority**: When splitting, avoid truncating sentences or paragraphs; prioritize splitting at natural boundaries (periods, line breaks) to ensure semantic integrity of each chunk
- **Preserve Original Format**: During splitting, preserve the original format and structure of text, such as Markdown, HTML tags, etc.
- **Precise Chunk Size Control**: Strictly split according to specified size limits, ensuring each text chunk does not exceed the preset maximum length
- **Multiple Splitting Strategies**: Support various splitting strategies based on character count, token count, paragraph count, or specific delimiters

## Input Requirements

- **Text Content**: Original text to be split
- **Chunk Size Limit**: Maximum length of each text chunk (recommend providing character count or token count)
- **Splitting Strategy** (optional): Specify preferred splitting strategy, such as split by sentence, split by paragraph, split by specific delimiter, etc.

## Output Format

```
[Text Splitting Report]

- Original text length: [integer] words/tokens
- Target chunk size: [integer] words/tokens
- Actual number of chunks: [integer] chunks

### Splitting Results
- Chunk 1 (length: [integer] words/tokens): "[content preview...]"
- Chunk 2 (length: [integer] words/tokens): "[content preview...]"
- Chunk 3 (length: [integer] words/tokens): "[content preview...]"
...
```

## Constraints

- Splitting results must strictly comply with specified chunk size limits
- Ensure maximum preservation of text semantic integrity during splitting
- Output format must be structured, clearly displaying content and length of each text chunk
- Avoid introducing any extra information or explanations in output; only provide splitting results

## Examples

See `{baseDir}/references/examples.md` for more detailed examples:
- `examples.md` - Contains splitting examples for different lengths, different splitting strategies, and complex text structures

## Detailed Documentation

See `{baseDir}/references/examples.md` for detailed guidance and cases on the text splitter tool.

---

## Version History

| Version | Date | Changes |
|---------|------|---------|
| 2.1.0 | 2026-01-11 | Optimized description field; changed model to opus; optimized descriptions for functionality, core capabilities, input requirements, and output format; added usage scenarios, constraints, examples, and detailed documentation sections |
| 2.0.0 | 2026-01-11 | Restructured according to official specifications |
| 1.0.0 | 2026-01-10 | Initial version |