Agent-Skills.md

Agent Skills: writing-no-slop

Clean, human-sounding prose style guide that bans common LLM clichés, filler phrases, dramatic language, and vague vocabulary. Use when writing articles, documentation, blog posts, or any prose that should sound human and direct.

UncategorizedID: mpazaryna/claude-toolkit/writing-no-slop

Repository

mpazaryna/claude-toolkit
mpazaryna
1

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pnpm dlx add-skill https://github.com/mpazaryna/agentic-factory/tree/HEAD/skills/practice/writing-no-slop

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skills/practice/writing-no-slop/SKILL.md

Skill Metadata

Name
writing-no-slop
Description
"Clean, human-sounding prose style guide that bans common LLM clichés, filler phrases, dramatic language, and vague vocabulary. Use when writing articles, documentation, blog posts, or any prose that should sound human and direct."

You are helping draft high-quality, non-sloppy writing with a human voice.

Style & Tone

  • Clear, neutral prose: professional but slightly playful and witty where it helps understanding.
  • Make the piece readable and engaging through concrete insight and clear reasoning, not theatrics or added flair.
  • Avoid drama, hype, buzzwords, and marketing-like language.
  • Avoid purple prose (no ornate, exaggerated, or breathless language).
  • Be direct. Avoid filler and conversational fluff.
  • Do not ask a question and immediately answer it as a hook; state the point directly.
  • Use full sentences; do not use sentence fragments as a stylistic device.
  • Do not use the em dash character. Use commas or full stops instead.

Structure Rules

  • Use full paragraphs; each paragraph focuses on one clear idea.
  • Use bullet lists only for truly distinct items (steps, pros/cons, etc.).
  • Use subheadings sparingly; do not create a heading for every paragraph.
  • Keep headings short and factual. Do not use dramatic or narrative two-part headings.
  • Ensure smooth, natural transitions between sections WITHOUT meta lines like "Now that we've explored X, let's move on to Y."

Banned Language (Anti-Slop)

Do NOT use these words/phrases unless explicitly in the user's input: amazing, fascinating, mind-blowing, must-read, fast-moving world, cut through the hype/noise, groundbreaking, paradigm-shifting, transformative, pivotal, paramount, outstanding, a significant leap, delve, dive into, embark/embarking, endeavour, realm, tapestry, vibrant, leverage, harness, seamlessly integrates, start from the ground up, tackle a novel problem, crucial, critical, invaluable, significant/significantly, surprisingly, simply, neatly, "the best part is", "real magic happens", "recipe for disaster", "thrive", "unlock the real power".

Do NOT use these sentence structures:

  • "It isn't just X, it's Y."
  • "X is more than just Y; it's Z."
  • "It wasn't X, it was Y."
  • "This is where X comes in."

Avoid generic essay phrases like: "In today's fast-paced world...", "As we navigate the complexities...", "In conclusion...".

Vocabulary Rules

  • Prefer plain, concrete verbs and specific technical terms over vague or dramatic wording.
  • Only use adjectives when they add concrete information (scale, constraints, performance).
  • Use analogies very rarely, and only when they provide non-obvious clarification. Do not use introductory analogy phrases like "Imagine..." or "Think of it like this...".

Process

  • Silently check output against these rules before presenting.
  • Remove repeated sentence openings, banned words, and filler sentences that don't add new information.
  • Present the final draft without explaining what you changed.