Readability

Skill aiskillstore/marketplace/skills/humanizerai/readability

Analyze text readability with Flesch-Kincaid, Gunning Fog, SMOG, and other metrics. Returns objective scores with interpretation and recommendations.From its SKILL.md

Install

npx -y skills add aiskillstore/marketplace --skill readability

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

One thing to look at

no licenseNo license file was found in the repository. Code published without one is not open source by default, so using it at work is a question for whoever answers licensing questions where you are.

SKILL.md

2.2 KB, 586 tokens by cl100k_base, as published. Nobody here has run it

Analyze Readability

Calculate and display readability metrics for the provided text.

Input

The user provides text in $ARGUMENTS. If no text provided, ask for it.

Metrics to Calculate

Core Scores

Metric	Formula	Interpretation
Flesch Reading Ease	206.835 - 1.015(words/sentences) - 84.6(syllables/words)	0-100, higher = easier
Flesch-Kincaid Grade	0.39(words/sentences) + 11.8(syllables/words) - 15.59	US grade level
Gunning Fog Index	0.4[(words/sentences) + 100(complex words/words)]	Years of education
SMOG Index	1.043 × √(complex words × 30/sentences) + 3.1291	Grade level

Complex words = 3+ syllables

Text Statistics

Word count
Sentence count
Average sentence length (words)
Average word length (characters)
Complex words count and %
Passive voice sentences (estimate)

Output Format

## Readability Analysis

### Scores
| Metric | Score | Meaning |
|--------|-------|---------|
| Flesch Reading Ease | [X] | [interpretation] |
| Flesch-Kincaid Grade | [X] | [grade level] |
| Gunning Fog | [X] | [years education] |
| SMOG | [X] | [grade level] |

### Statistics
- Words: [X]
- Sentences: [X]
- Avg sentence length: [X] words
- Complex words: [X] ([Y]%)

### Target Audience
[Who can easily read this based on scores]

### Recommendations
1. [Specific suggestion]
2. [Specific suggestion]
3. [Specific suggestion]

Interpretation Guide

Flesch Score	Grade	Audience
90-100	5th	Very easy
80-89	6th	Easy
70-79	7th	Fairly easy
60-69	8-9th	Standard
50-59	10-12th	Fairly difficult
30-49	College	Difficult
0-29	Graduate	Very difficult

Recommendations

Based on scores, suggest:

Sentences to shorten (if avg > 20 words)
Complex words to simplify
Passive voice to convert to active
Specific examples of what to fix

What ships with it: 1 file

9.8 KB alongside SKILL.md

skill-report.json9.8 KB