# Text Summarizer

> Summarizes long text into key bullet points

- Skill: `rscheiwe/text-summarizer` (Agent Skill)
- Install (CLI): `npx skillmds@latest add rscheiwe/text-summarizer`
- Raw SKILL.md: https://api.skillmd.com/api/skills/rscheiwe/text-summarizer/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: rscheiwe (https://skillmd.com/u/rscheiwe)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/rscheiwe/text-summarizer

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# Text Summarizer Skill

A more complex example that demonstrates text processing capabilities.

## What it does

This skill takes a long piece of text and:
1. Analyzes the text (word count, sentence count, etc.)
2. Extracts key points
3. Creates a bullet-point summary
4. Generates a statistics report

## Usage

### Input

```json
{
  "text": "Your long text here...",
  "max_points": 5
}
```

### Output

```json
{
  "summary": "• Point 1\n• Point 2\n• Point 3",
  "stats": {
    "word_count": 150,
    "sentence_count": 8,
    "avg_sentence_length": 18.75
  }
}
```

## Artifacts

- `summary.md`: Markdown file with the formatted summary
- `stats.json`: JSON file with detailed statistics

## Algorithm

This is a simple implementation that:
1. Splits text into sentences
2. Scores sentences by length and position
3. Selects top N sentences as summary points

*Note: This is a demonstration. For production use, consider using NLP libraries like spaCy or transformers.*