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Extracts writing style patterns from exemplar text into a reusable profile.
Passed 16 of 21 test cases with the skill, and 8 of 21 without it.
and 12 more in the full report
9 fixed8 passed either way5 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.
In the YAML style profile schema, where are preference rules for word choices (such as preferring 'use' over 'utilize') placed?
| Checked | Without skill | With skill |
|---|---|---|
| Places word preference rules under vocabulary.preferred_terms. | Missed | Passed |
The instructions your model reads when the skill loads.
A style profile is metrics plus exemplars. Either alone is too weak to reproduce a voice.
Extract style from exemplar text and codify it as a profile
that downstream skills (scribe:doc-generator,
scribe:voice-generate) can apply consistently.
scribe:voice-extract)scribe:voice-review)The skill combines two methods because each fails alone:
Together they form a profile precise enough to score new text and rich enough to guide rewrites. Metrics catch what exemplars miss. Exemplars carry what metrics flatten.
style-learner:exemplar-collected - Source texts gatheredstyle-learner:features-extracted - Quantitative metrics computedstyle-learner:exemplars-selected - Representative passages identifiedstyle-learner:profile-generated - Style guide createdstyle-learner:validation-complete - Profile tested against new contenttest cases passed, vs 8 / 21 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.