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shadowpr0/beautiful_prose

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Overview

This skill enforces a hard-edged prose contract for timeless, forceful English. Use it when you need clean, exact, concrete writing that avoids modern AI cadence, filler, and therapeutic tone. It demands muscular sentences, image-bearing nouns, and a verb-forward mindset. Treat any violation as a failure of craft.

How this skill works

When active, the skill transforms prompts into prose that favors short, declarative sentences and varied rhythm. It strips filler transitions, therapeutic language, meta commentary, and specific banned constructions. Optional control tags set register, density, heat, and length to tune voice and compression. The output is plain text, polished to a strict quality bar before release.

When to use it

  • Rewriting marketing copy to remove buzzwords and filler
  • Drafting fiction or nonfiction that requires timeless, confident voice
  • Editing op-eds, speeches, or briefs for clarity and force
  • Producing short, sharp product descriptions or taglines
  • Converting draft prose into tighter, image-driven sentences

Best practices

  • Prepend requests with the activation line and optional tags for register and density
  • Choose a register to set tone: founding_fathers, literary_modern, cold_steel, or journalistic
  • Prefer concrete nouns and strong verbs in prompts for clearer output
  • Request length and heat explicitly when you need more or less compression
  • Reject outputs that include filler transitions, therapy language, or meta statements

Example use cases

  • Turn a three-paragraph blog draft into a 220-word essay in literary_modern register
  • Strip softening language from a policy brief using cold_steel and dense density
  • Recast product descriptions into short, punchy lines for packaging
  • Edit a speech passage to increase rhetorical force without bombast
  • Rewrite social posts to remove modern marketing cadence and boost clarity

FAQ

Start your prompt with the exact activation line and add any optional control tags on the next line.

What if the output still feels soft or templated?

Adjust DENSITY and HEAT, pick a stricter register, or shorten the requested length. If uncertainty remains, ask for a tighter revision.

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