Agent skill

Anti AI Slop Writing

by jalaalrd in jalaalrd/anti-ai-slop-writing

Produces human-sounding text that avoids detectable AI writing patterns.

No licenceAuto-check passedWriting & Content

Install Anti AI Slop Writing

skills CLI
$ npx skills add jalaalrd/anti-ai-slop-writing --skill anti-ai-slop-writing -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install jalaalrd/anti-ai-slop-writing anti-ai-slop-writing --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/jalaalrd/anti-ai-slop-writing.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/anti-ai-slop-writing .claude/skills/anti-ai-slop-writing && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
anti-ai-slop-writing
GitHub stars
522
Token cost
~1.9k tokens
SKILL.md length
998 words
Files
2 (incl. references)
Skills in repo
1
Repo updated
First seen
Licence
None found

At a glance

Produces human-sounding text that avoids detectable AI writing patterns.

  • Works in 11 steps: Any banned words or phrases? → Replace. → Three consecutive same-length sentences?… → Parataxis — three or more short… → …
  • The user says write
  • SKILL.md covers Before Writing Anything, Structural Rules, Punctuation Rules and What To Do Instead, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Anti AI Slop Writing is an agent skill from jalaalrd/anti-ai-slop-writing. Produces human-sounding text that avoids detectable AI writing patterns. Activates on any writing task — tweets, emails, articles, bios, captions, reports, copy, messages, LinkedIn posts, cover letters, README files, or any content where the output must not read as AI-generated. Enforces banned vocabulary, structural variety, punctuation discipline, accuracy rules, and voice calibration. Use when the user says "write," "draft," "rewrite," "make this sound human," "anti-slop," "not AI," or any variation of wanting…

Its SKILL.md is about 1.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/banned-words.md`).

It sits in Writing & Content, covering Humanizing AI text and Social media posts. It works with X (Twitter). The repository describes itself as: AI writing skill that eliminates detectable AI patterns. Works with Claude Code, Codex, Cursor, Gemini CLI, and 8+ other agents.

When your agent uses it

  • The user says write
  • Make this sound human
  • Any variation of wanting authentic-sounding output

Example prompts

  • “write,”
  • “draft,”
  • “rewrite,”
  • “/anti-ai-slop-writing”

Workflow steps

11 steps, taken from the first numbered list in SKILL.md.

  1. Any banned words or phrases? → Replace.
  2. Three consecutive same-length sentences? → Vary them.
  3. Parataxis — three or more short declarative sentences in a row? → Merge or connect them with conjunctions, clauses, or punctuation.
  4. Grouped in threes? → Break the pattern.
  5. Hedging instead of committing? → Pick a side.
  6. More than one em dash? → Remove extras.
  7. Passive construction? → Make active.
  8. Every paragraph ends with a transition? → Cut some.
  9. Fabricated any specifics? → Remove or flag as hypothetical.
  10. Could any AI have written this for any person? → Add something specific.
  11. Sounds like ChatGPT? → Rewrite until the answer is no.

What it can do on your machine

Read from SKILL.md and the folder at commit 63255f9. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Anti AI Slop Writing loads about 1.9k tokens when it runs, and up to ~2.8k if it reads all its reference files. Until then it costs about 142 tokens; SKILL.md has 998 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~142
When it runs · the whole SKILL.md, loaded when a task matches
~1.9k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~2.8k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 998 words (~1,851 tokens).

“Produces text that avoids statistically detectable AI writing patterns. Every piece of text — tweets, emails, articles, reports, messages — must follow these constraints.”

— opening of SKILL.md by jalaalrd
name
anti-ai-slop-writing

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file (references) in skills/anti-ai-slop-writing of jalaalrd/anti-ai-slop-writing.

  • SKILL.md
  • references/banned-words.md

Open the folder on GitHubat commit 63255f9

Compare with similar skills

Anti AI Slop Writing next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Anti AI Slop Writing compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Anti AI Slop Writing this skilljalaalrd/anti-ai-slop-writing522—~1.9kAutomated safety check: PassNone
X Longform Postericosiu/ai-marketing-skills3.6k2 repos~1.9kAutomated safety check: PassMIT
X Humanizersergebulaev/x-skills1241 repos~4.2kAutomated safety check: PassMIT
X Repurposersergebulaev/x-skills1241 repos~1.7kAutomated safety check: PassMIT
Socialcoreyhaines31/marketingskills54k4 repos~4.5kAutomated safety check: PassMIT
Social Contentfreekmurze/dotfiles1k23 repos~2.1kAutomated safety check: PassNone

Similar skills

  • X Longform Post

    ericosiu/ai-marketing-skills

    Write long-form X (Twitter) posts and threads in a founder/CEO voice.

    3.6k GitHub starsUsed in 2 repos~1.9k tokens
    Writing & ContentAuto-check passed
  • X Humanizer

    sergebulaev/x-skills

    Remove the AI tells human readers react to in a tweet or thread: 2026 vocabulary by density, reveal bridges, staccato stacks, stacked triads, performed sincerity.

    124 GitHub starsUsed in 1 repo~4.2k tokens
    Writing & ContentAuto-check passed
  • X Repurposer

    sergebulaev/x-skills

    Repurpose existing content into a native X (Twitter) post or thread.

    124 GitHub starsUsed in 1 repo~1.7k tokens
    Writing & ContentAuto-check passed
  • Social

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    When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, or Facebook, or wants to do social listening and engagement triage.

    54k GitHub starsUsed in 4 repos~4.5k tokens
    Writing & ContentAuto-check passed
  • Social Content

    freekmurze/dotfiles

    When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms.

    1k GitHub starsUsed in 23 repos~2.1k tokens
    Writing & ContentAuto-check passed
  • Typefully

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    Writing & ContentAuto-check: notes

Works with

Questions about Anti AI Slop Writing

What does Anti AI Slop Writing do?

Produces human-sounding text that avoids detectable AI writing patterns. Anti AI Slop Writing is an agent skill from jalaalrd/anti-ai-slop-writing. Produces human-sounding text that avoids detectable AI writing patterns.

When should I use Anti AI Slop Writing?

Anti AI Slop Writing fits situations like: the user says write; make this sound human; any variation of wanting authentic-sounding output.

How do I install Anti AI Slop Writing in Claude Code?

Run `npx skills add jalaalrd/anti-ai-slop-writing --skill anti-ai-slop-writing -a claude-code`. Or copy the skill folder (skills/anti-ai-slop-writing in jalaalrd/anti-ai-slop-writing) into .claude/skills/anti-ai-slop-writing in your project. Claude Code loads it when a task matches its description.

How do I install Anti AI Slop Writing in Codex?

Run `npx skills add jalaalrd/anti-ai-slop-writing --skill anti-ai-slop-writing -a codex`. Or copy the skill folder (skills/anti-ai-slop-writing in jalaalrd/anti-ai-slop-writing) into .agents/skills/anti-ai-slop-writing in your project. Codex loads it when a task matches its description.

Can I use Anti AI Slop Writing in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add jalaalrd/anti-ai-slop-writing --skill anti-ai-slop-writing -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/anti-ai-slop-writing, .gemini/skills/anti-ai-slop-writing, .github/skills/anti-ai-slop-writing and .opencode/skills/anti-ai-slop-writing in your project.

What does Anti AI Slop Writing need to run?

SKILL.md names no scripts, command-line tools or credentials: Anti AI Slop Writing is instructions for the agent only.

Does Anti AI Slop Writing access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Anti AI Slop Writing safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Anti AI Slop Writing use?

No licence was found for Anti AI Slop Writing or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Anti AI Slop Writing use?

About 1.9k tokens (SKILL.md is roughly 7.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 955 tokens, read only when the agent opens those files.

What are the alternatives to Anti AI Slop Writing?

Skills that share tags, products or a category with Anti AI Slop Writing: X Longform Post (ericosiu/ai-marketing-skills, 3.6k stars), X Humanizer (sergebulaev/x-skills, 124 stars), X Repurposer (sergebulaev/x-skills, 124 stars) and Social (coreyhaines31/marketingskills, 54k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Anti AI Slop Writing?

jalaalrd (a GitHub user) maintains it in jalaalrd/anti-ai-slop-writing, which has 522 GitHub stars. The repository was last updated on April 18, 2026.

Source: jalaalrd/anti-ai-slop-writing on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.