✍️ Writing & Content QualitySkill #24

Beautiful Prose

Download Authentic SKILL.md (4.8 KB)View Source on GitHub ↗
✓Verified Authentic GitHub File
Supported: Antigravity, Claude Code, Cursor, Windsurf

Instant Browser Download for SKILL.md

No curl, terminal, Node.js, or Git required! Download the official SKILL.md directly into your Downloads folder.

1
Click "Download Authentic SKILL.md"

Your browser immediately downloads the authentic file (4.8 KB) directly into your local Downloads folder.

2
Move file into your project or IDE folder

Place the downloaded SKILL.md into the skills path for your chosen AI assistant:

  • Google Antigravity: <project>/.agents/skills/beautiful-prose/SKILL.md (or global in ~/.gemini/antigravity/skills/beautiful-prose/SKILL.md)
  • Claude Code: ~/.claude/skills/beautiful-prose/SKILL.md
  • Cursor: <project>/.cursor/skills/beautiful-prose/SKILL.md or ~/.cursor/skills/beautiful-prose/SKILL.md
  • Windsurf / VS Code: <project>/.agents/skills/beautiful-prose/SKILL.md
3
Start Prompting

Your agent automatically discovers the skill. You don't need any restart—it's immediately active!

📄 Authentic File: SKILL.md4.8 KB
✓ Authentic From Repository
---
name: beautiful-prose
description: A hard-edged writing style contract for timeless, forceful English prose without modern AI tics. Use when users ask for prose or rewrites that must be clean, exact, concrete, and free of AI cadence, filler, or therapeutic tone.
---

# Beautiful 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.

## 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 | journalistic`
- `DENSITY: lean | standard | dense`
- `HEAT: 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`.

In Google Antigravity, skills reside in your project workspace under .agents/skills/beautiful-prose/SKILL.md or globally in ~/.gemini/antigravity/skills/.

npx skills add https://github.com/SHADOWPR0/beautiful_prose --skill beautiful-prose -y
# Workspace path: .agents/skills/beautiful-prose/SKILL.md
# Global path: ~/.gemini/antigravity/skills/beautiful-prose/SKILL.md

In Claude Code, install globally using the official skills CLI or add via the Claude Code plugin marketplace.

npx skills add https://github.com/SHADOWPR0/beautiful_prose --skill beautiful-prose -g -y
# Or inside Claude Code session:
/plugin install SHADOWPR0/beautiful_prose

In Cursor, place the skill folder in .cursor/skills/beautiful-prose/SKILL.md or at the workspace level in .agents/skills/.

npx skills add https://github.com/SHADOWPR0/beautiful_prose --skill beautiful-prose -y
# Or place directly into:
# ~/.cursor/skills/beautiful-prose/SKILL.md

In Windsurf / VS Code, agent skills can be installed targeting the windsurf profile or loaded as project rules.

npx skills add https://github.com/SHADOWPR0/beautiful_prose --skill beautiful-prose -a windsurf -y

🎯 What It Does & How It Works

Hard-edged writing style contract for timeless, forceful English prose—concrete, verb-forward, no therapeutic tone or marketing cadence.

Core Operational Guidelines & Directives

▸What this skill does
▸Activation
▸Absolute prohibitions
▸Positive constraints
📦Sub-Skills & Architecture:

This skill is completely self-contained in SKILL.md. All workflows, constraints, and instructions are directly embedded in this single file, making it immediately usable with 1-click download.

⏱️ When to Use

Essays, manifestos, sharp edits, when you want Hemingway-adjacent density instead of AI fluff.

💡 Context from Repository & Architecture

Optional control tags: REGISTER (founding_fathers | literary_modern | cold_steel | journalistic), DENSITY, HEAT, LENGTH. Prefix requests with “Apply the Beautiful Prose skill.”

⚡ Starter Prompt Template

Copy and paste this starter prompt into your AI assistant (Antigravity, Claude, Cursor, ChatGPT) to activate this skill:

Prompt TemplateClick button to copy formatted prompt
Act as an expert using the "Beautiful Prose" agent skill. Follow the specialized guidelines to accomplish the task according to best practices.

More in Writing & Content Quality

✍️ Writing & Content Quality#23

Humanizer

Multi-pass editing to remove AI-writing tells: em-dash overuse, throat-clearing openers, rule of three, synonym cycling, promotional inflation, and 24+ documented patterns (Wikipedia AI-writing guide).

#writing#content#quality#humanizer
Agents:AntigravityClaudeCursorWindsurf
✍️ Writing & Content Quality#52

Ultimate Prompt Builder

Build production-ready prompts for any use case using structured prompt engineering frameworks. Covers writing, coding, marketing, image generation (Flux, Midjourney, GPT-4o), and vibe coding tools (Cursor, Lovable, Bolt, v0).

#prompt-builder#prompt-engineering#prompts#writing#system-prompts#frameworks
Agents:AntigravityClaudeCursorWindsurf
Copied to clipboard!