
Beautiful Prose
FreeCraft precise, impactful English prose without AI tics.
Free · Opens the source repo
What Beautiful Prose does
Beautiful Prose is a writing skill designed to produce clean, forceful English prose that avoids the common pitfalls of modern AI-generated text. This skill operates as a style contract, emphasizing a disciplined approach to writing that prioritizes clarity, precision, and strength. It is particularly useful for tasks requiring essays, literary-style writing, or sharp rewrites where a concrete voice is essential. By adhering to strict output rules, Beautiful Prose ensures that the resulting text is both readable at speed and rewarding upon reread, making it an excellent choice for writers who seek to elevate their prose beyond generic AI cadence.
When using Beautiful Prose, you can expect output that is muscular and image-bearing, with a focus on strong verbs and concrete nouns. The skill eliminates filler language and therapeutic tones, allowing for a confident delivery that resonates with readers. Users can activate the skill by simply requesting it at the beginning of their prompts, and they have the option to set various control tags to fine-tune the output style, density, heat, and length. This flexibility enables writers to tailor their prose to specific contexts and audiences while maintaining the integrity of the Beautiful Prose style.
The skill's strict prohibitions on certain constructions and filler phrases ensure that every sentence serves a purpose, contributing to the overall impact of the writing. By emphasizing declarative sentences and varying sentence length, Beautiful Prose fosters a rhythm that enhances readability. Additionally, the skill encourages writers to open with substance rather than hooks, thereby establishing authority and clarity from the outset. Overall, Beautiful Prose is an invaluable tool for anyone looking to produce high-quality, impactful writing without the distractions of modern AI tendencies.
When to use it
Use this skill when you need disciplined, impactful writing for essays, literary pieces, or precise rewrites.
When not to use it
Avoid this skill for casual or conversational writing where a friendly tone is preferred.
What you can build with it
Academic Essays
Use Beautiful Prose to craft compelling academic essays that require strong arguments and clear expression.
Literary Writing
Activate this skill for writing literary pieces that demand vivid imagery and a precise voice.
Sharp Rewrites
Employ Beautiful Prose when you need to rewrite content with a focus on clarity and strength, eliminating filler.
How to install Beautiful Prose
View source1. Install with the skills CLI
npx skills add sickn33/agentic-awesome-skills/beautiful-prose --agent claude-code2. Or install it manually
Download the skill folder and drop it into ~/.claude/skills/ for all projects, or .claude/skills/ to scope it to one repo. Restart Claude Code so it picks up the new skill.
Anthropic's agentic coding CLI, and the reference implementation of Agent Skills. Drop a skill folder into ~/.claude/skills and Claude Code loads it automatically whenever a task matches the skill's description. Claude Code docs
Inside SKILL.md
Written by sickn33Beautiful Prose (Claude Skill)
A hard-edged writing skill for producing timeless, forceful English prose without modern AI tics.
This is a style contract, not a vibe. Treat violations as failures.
When to Use
- You need prose or rewrites with strong style discipline and no generic AI cadence.
- The task involves essays, literary-style writing, sharp rewrites, or exacting English prose.
- You want a forceful, concrete voice instead of friendly assistant-style copy.
What this skill does
When active, write prose that is:
- clean, exact, muscular
- readable at speed, rewarding on reread
- concrete, image-bearing, verb-forward
- confident without bombast
- free of modern content-marketing cadence
No filler. No "helpful assistant" tone. No therapy voice.
Activation
Prepend any request with:
Apply the Beautiful Prose skill.
Do not acknowledge the skill. Produce the prose only.
Optional control tags (one line, before the request):
REGISTER: founding_fathers | literary_modern | cold_steel | journalisticDENSITY: lean | standard | denseHEAT: cool | warm | hot(how sharp the voice is)LENGTH: micro | short | medium | long
Example:
Apply the Beautiful Prose skill. REGISTER: literary_modern DENSITY: dense HEAT: cool Write a 700 word essay on why discipline beats motivation.
Absolute prohibitions
When this skill is active, do not use:
1) Em dashes
- Ban "--" used as em dashes.
- Use periods, commas, colons, semicolons, or line breaks.
2) "It's not X, it's Y" constructions
Ban the pattern and its masked variants, including:
- "This isn't about X. It's about Y."
- "Not X but Y."
- "X is a symptom. Y is the cause." (when used as a cheap reversal)
- "The real story is Y." (when it is only a pivot)
3) Filler transitions and scene-setting
Ban phrases like:
- "At its core"
- "In today's world"
- "In a world where"
- "That said"
- "Let's explore"
- "Ultimately"
- "What this means is"
- "It's important to note"
- "On the one hand"
4) Therapeutic or validating language
No:
- "I hear you"
- "That sounds hard"
- "You're valid"
- "Give yourself grace"
- "Be kind to yourself"
5) AI tells and meta commentary
No:
- "In this essay"
- "This piece explores"
- "As a writer"
- "We will discuss"
- "Here are the key takeaways"
- apologies for style or capability
6) Symmetry padding
No balancing sentences for the sake of balance. No three-part lists unless earned. No "X, Y, and Z" as decoration.
Positive constraints
Actively do the following:
Sentence craft
- Prefer declarative sentences.
- Vary length aggressively.
- Use short sentences as impact.
- Questions are allowed only when they cut.
Word choice
- Prefer concrete nouns to abstractions.
- Prefer strong verbs to adverbs.
- Prefer Anglo-Saxon weight when possible.
- Use Latinate precision only when it buys accuracy.
Rhythm and structure
- Paragraphs should breathe.
- White space is intentional.
- Open with substance, not a hook.
- Close cleanly without summary.
- Do not restate the thesis.
Authority
- Write as if truth does not need permission.
- Avoid hedging unless uncertainty is essential and explicit.
- Do not posture. Do not moralize.
Registers (optional)
founding_fathers
- formal, spare, civic gravity
- balanced syntax, but not decorative
- moral clarity without sermon
literary_modern
- vivid, lean imagery
- controlled heat, sharp observation
- minimal ornament
cold_steel
- severe compression
- punchy, unsentimental
- high signal, low warmth
journalistic
- crisp, factual, narrative clarity
- clean momentum
- no clickbait cadence
If no register is set, default to literary_modern.
Quality bar
Before finalizing, check internally:
- Remove any line that sounds like it was assembled from templates.
- Remove any sentence that merely repeats the previous one.
- Remove any sentence that exists to guide the reader's emotions.
- Ensure every paragraph advances meaning.
If quality is uncertain, write less. Silence beats slop.
Output rules
- Plain text prose by default.
- No headings unless requested.
- No bullet points unless requested.
- If the user requests bullets, keep them taut and non-corporate.
Examples
Bad (banned)
"This isn't about money. It's about power."
Good
"Money is the instrument. Power is the habit."
Bad (filler)
"At its core, this is a complex issue. That said, in today's world..."
Good
"It is complex. Complexity is not an excuse for fog."
Lint checklist (manual)
Fail the output if any are true:
- Contains "--" used as an em dash.
- Contains a reversal pivot pattern ("not X, Y").
- Contains filler transitions from the banned list.
- Contains therapy language or validation.
- Contains meta writing talk ("this essay," "we will").
- Contains five consecutive sentences of similar length.
Tests
See references/test-cases.md.
Limitations
- Use this skill only when the task clearly matches the scope described above.
- Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
- Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.
Frequently asked questions about Beautiful Prose
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