Agent Skills: Analyze Readability

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

UncategorizedID: aiskillstore/marketplace/readability

Install this agent skill to your local

pnpm dlx add-skill https://github.com/aiskillstore/marketplace/tree/HEAD/skills/humanizerai/readability

Skill Files

Browse the full folder contents for readability.

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skills/humanizerai/readability/SKILL.md

Skill Metadata

Name
readability
Description
Analyze text readability with Flesch-Kincaid, Gunning Fog, SMOG, and other metrics. Returns objective scores with interpretation and recommendations.

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