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Slop Cop Prose

Category: Growth & Marketing  ·  Sub-category: growth-misc  ·  Last updated:
ai:llm
Detects and fixes LLM-generated prose tells using the slop-cop CLI. Triggers whenever the user asks the agent to write, draft, revise, polish, or edit natural-language prose (blog posts, docs, PR descriptions, commit messages, release notes, marketing copy, emails). The agent pipes its own draft through `slop-cop check -`, revises based on the JSON violation report, and delivers only the cleaned result.

About this skill (catalog notes)

Slop Cop Prose includes pricing or quota commentary; at least one code block. The SKILL.md runs to about 1,065 words, in the catalog's typical mid-range.

Indexed lastmod
Catalog position
Growth & Marketing · growth-misc
Indexed related skills
10

How Slop Cop Prose fits the catalog

Slop Cop Prose sits in the Growth & Marketing category under the growth-misc sub-topic in the ClaudSkills catalog. There are 10 related skills indexed alongside it; comparing a few before installing usually reveals which fits your workflow best.

These notes are auto-generated from features detected in the SKILL.md file and from this catalog's structure — they aren't part of the source repository.

From the source SKILL.md

Before returning a piece of prose to the user (a blog paragraph, a doc, a PR description, a commit message, a release note, an email), run it through slop-cop to catch LLM-generated writing tells (overused intensifiers, filler adverbs, negation pivots, em-dash abuse, throat-clearing, hedge stacks, metaphor crutches, and so on), and revise.

What this skill does

Slop Cop Prose is a community-contributed Claude Code skill in the growth-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/slop-cop-prose/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Slop Cop Prose Claude Code skill is built for growth marketers, product-led growth teams, founders running experiments, and performance marketing teams. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 117,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/slop-cop-prose
curl -L https://claudskills.com/skills/slop-cop-prose/SKILL.md \
  -o ~/.claude/skills/slop-cop-prose/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/slop-cop-prose/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/slop-cop-prose/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\slop-cop-prose\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Slop Cop Prose Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/slop-cop-prose/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Slop Cop Prose skill do?
Detects and fixes LLM-generated prose tells using the slop-cop CLI. Triggers whenever the user asks the agent to write, draft, revise, polish, or edit natural-language prose (blog posts, docs, PR descriptions, commit messages, release notes, marketing copy, emails). The agent pipes its own draft through `slop-cop check -`, revises based on the JSON violation report, and delivers only the cleaned result.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Slop Cop Prose skill?
Use Slop Cop Prose when your Claude Code task falls under the Growth & Marketing category — specifically in the growth misc area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Slop Cop Prose" or describe the task and let Claude pick). Browse related skills at /category/growth/.
What is a Claude Code skill and how does the Slop Cop Prose skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Slop Cop Prose is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Growth & Marketing category. Learn more at /learn/what-is-a-claude-skill/.

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
ClaudSkills. (2026). Slop Cop Prose [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/slop-cop-prose/
BibTeX
@misc{slop-cop-prose-2026,
  author    = {ClaudSkills},
  title     = {Slop Cop Prose [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/slop-cop-prose/}
}

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