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style-learner

Learn and extract writing style patterns from exemplar text for consistent

skill-install — Terminal

Install via CLI (Recommended)

clawhub install openclaw/skills/skills/athola/nm-scribe-style-learner
Or

Night Market Skill — ported from claude-night-market/scribe. For the full experience with agents, hooks, and commands, install the Claude Code plugin.

Style Learning Skill

Extract and codify writing style from exemplar text for consistent application.

Approach: Feature Extraction + Exemplar Reference

This skill combines two complementary methods:

  1. Feature Extraction: Quantifiable style metrics (sentence length, vocabulary complexity, structural patterns)
  2. Exemplar Reference: Specific passages that demonstrate desired style

Together, these create a comprehensive style profile that can guide content generation and editing.

Required TodoWrite Items

  1. style-learner:exemplar-collected - Source texts gathered
  2. style-learner:features-extracted - Quantitative metrics computed
  3. style-learner:exemplars-selected - Representative passages identified
  4. style-learner:profile-generated - Style guide created
  5. style-learner:validation-complete - Profile tested against new content

Step 1: Collect Exemplar Text

Gather representative samples of the target style.

Minimum requirements:

  • At least 1000 words of exemplar text
  • Multiple samples preferred (shows consistency)
  • Same genre/context as target output
## Exemplar Sources

| Source | Word Count | Type |
|--------|------------|------|
| README.md | 850 | Technical |
| blog-post-1.md | 1200 | Narrative |
| api-guide.md | 2100 | Reference |

Step 2: Feature Extraction

Load: @modules/feature-extraction.md

Vocabulary Metrics

MetricHow to MeasureWhat It Indicates
Average word lengthchars/wordComplexity level
Unique word ratiounique/totalVocabulary breadth
Jargon densitytechnical terms/100 wordsAudience level
Contraction ratecontractions/sentencesFormality

Sentence Metrics

MetricHow to MeasureWhat It Indicates
Average lengthwords/sentenceComplexity
Length variancestd dev of lengthsNatural variation
Question frequencyquestions/100 sentencesEngagement style
Fragment usagefragments/100 sentencesStylistic punch

Structural Metrics

MetricHow to MeasureWhat It Indicates
Paragraph lengthsentences/paragraphDensity
List ratiobullet lines/total linesFormat preference
Header depthmax header levelOrganization style
Code block frequencycode blocks/1000 wordsTechnical density

Punctuation Profile

Metadata

Author@athola
Stars4473
Views5
Updated2026-05-01
View Author Profile
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Add to Configuration

Paste this into your clawhub.json to enable this plugin.

{
  "plugins": {
    "official-athola-nm-scribe-style-learner": {
      "enabled": true,
      "auto_update": true
    }
  }
}
Safety NoteClawKit audits metadata but not runtime behavior. Use with caution.