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Updated 1mo ago

by AgriciDaniel

anti-slop

Find and repair substance defects in AI-assisted prose, code, docs, and agent output. Reports defects, never authorship. Structural tests over model judgement, because LLM judges agree with human slop labels at chance.

Works with
  • Claude
View on GitHub (opens in a new tab)

63 GitHub stars (63)

+6 in 16 days

Stars gained per day · daily snapshots since Sep 30
Stars gained per day, Sep 30 to Oct 16: +6 in total; the busiest day was Oct 4 with +1 stars.Oct 1: 0 starsOct 2: 0 starsOct 3: 0 starsOct 4: +1 starsOct 5: +1 starsOct 6: 0 starsOct 7: +1 starsOct 8: 0 starsOct 9: +1 starsOct 10: 0 starsOct 11: +1 starsOct 12: 0 starsOct 13: +1 starsOct 14: 0 starsOct 15: 0 starsOct 16: 0 stars
Stars gained between daily snapshots
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  • 6 skills (6 skills found in its SKILL.md files)
  • 12 forks (12 forks)
  • 1mo ago last update (Last updated 1mo ago)

Install

Skills CLI

npx skills add AgriciDaniel/anti-slop

Asks which skills and agents to install. Just one: npx skills add AgriciDaniel/anti-slop --skill anti-slop-brain — add -g for every project.

Claude Code

git clone https://github.com/AgriciDaniel/anti-slopcp -r "anti-slop/anti-slop-brain" ~/.claude/skills/

Copies the anti-slop-brain skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.

Plugin

/plugin marketplace add AgriciDaniel/anti-slop

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md.

  • anti-slop-brain

    Scaffold and operate Anti-Slop Brain, a source-cited Obsidian brain for detection and repair of AI slop in prose, code, documentation, and agent output, grounded in corpus evidence rather than authorship detection. Use when the user says "anti-slop-brain", "Anti-Slop Brain", "create a detection and repair of AI slop in prose, code, documentation, and agent output, grounded in corpus evidence rath…

    anti-slop-brain/SKILL.md on GitHub (opens in a new tab)

  • anti-slop

    Router for the anti-slop toolkit. Use when someone asks to review, clean, de-slop, humanize, or quality-check prose, documentation, code, commit messages, PR descriptions, or agent output, or asks whether some writing "sounds like AI". Also use for verifying citations, DOIs, links and imported package names, for stripping vendor residue markers such as oaicite or cite spans, and for auditing padd…

    anti-slop-plugin/skills/anti-slop/SKILL.md on GitHub (opens in a new tab)

  • slop-code

    Slop review and repair for source code, tests, configuration, generated documentation, README files, commit messages and pull request descriptions. Use when someone asks to review generated or agent-written code for quality, asks whether a diff is padded or ceremonial, asks about hallucinated or slopsquatted imports, or asks to clean up comments, docstrings, wrapper functions, defensive try/excep…

    anti-slop-plugin/skills/slop-code/SKILL.md on GitHub (opens in a new tab)

  • slop-review

    Read-only slop review of prose, documentation, reports, agent output, commit messages or PR descriptions. Use when someone asks what is wrong with a draft, asks for an editorial or quality review, asks whether text is padded, vague, puffed up, unsourced or hollow, or asks whether writing "sounds like AI". Produces a fixed findings report where every finding carries a verbatim quote, a severity (H…

    anti-slop-plugin/skills/slop-review/SKILL.md on GitHub (opens in a new tab)

  • slop-rewrite

    Repair pass that consumes an existing slop-review findings report and fixes only what it lists. Use when someone asks to clean up, de-slop, tighten, fix or rewrite a draft, documentation page, report or agent output after a review has been produced, or asks to strip vendor residue and placeholder text. Cuts padding that failed the deletion test, replaces vacuous claims that failed the inversion t…

    anti-slop-plugin/skills/slop-rewrite/SKILL.md on GitHub (opens in a new tab)

  • slop-verify

    Verification pass for citations, links, package names and vendor residue. Use when someone asks whether the sources in a document are real, asks to check DOIs, ISBNs, arXiv IDs or URLs, asks whether a cited source actually supports the claim attached to it, asks to check that imported packages exist, or asks to strip vendor artifacts such as oaicite, cite spans, lenticular bracket citations, grok…

    anti-slop-plugin/skills/slop-verify/SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.