Text Analyzer
SkillFiles & storageAnalyze text content and produce statistics including word count, line count, character count, most frequent words, and readability metrics. Works on any plain text input provided inline or from a file path.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Text Analyzer skill
What this skill tells your AI
The instructions your AI receives, as published by nvidia/skillevaluator in src/skillevaluator/tier3/reference_skills/text-analyzer/SKILL.md and read by ahel’s review.
Analyze text and produce structured statistics.
Purpose
Provide quick text analytics — word counts, line counts, character counts, top frequent words, average word length, and sentence count — for any plain-text input.
Agent Instructions
- Read this SKILL.md to understand capabilities.
- Run
scripts/analyze_text.pywith the appropriate arguments. - Return the analysis results to the user.
Examples
Usage
# Analyze inline text
python scripts/analyze_text.py --text "Your text content here"
# Analyze a file
python scripts/analyze_text.py --file /path/to/file.txt
# JSON output (default is human-readable)
python scripts/analyze_text.py --text "Hello world" --json
Output
The script prints a structured report with:
- Word count — total words
- Line count — total lines
- Character count — total characters (including whitespace)
- Sentence count — estimated sentence count
- Average word length — mean characters per word
- Top 5 words — most frequent words and their counts
Limitations
- Sentence detection uses simple period/question/exclamation splitting; may be inaccurate for abbreviations (e.g., "U.S.A.").
- Non-UTF-8 files will be read with errors replaced.
Troubleshooting
| Problem | Fix |
|---|---|
FileNotFoundError | Check the --file path exists |
| Empty output | Ensure --text or --file is provided |
Signals
- GitHub stars
- 435
- Forks
- 42
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
text-analyzer- Source
- github.com/nvidia/skillevaluator