Anti-slop writing

You want prose that reads like a person wrote it, with the AI tells gone.

Compare Humanizer, Stop Slop, and No AI Slop

Teach your agent skilld

npx skilld install skilld --global
Adds the skilld Skill to your agent for every project.

154 skills

Anti-slop writing skills devs talked about this week

Ranked by how many separate devs talked about each one.

6–13 Oct 2026

  1. /ppt-master

    AI-driven presentation workflow for generating editable PPTX decks and slides, reconstructing page visuals, creating reusable Brand/Style/Layout/Deck workspaces, filling native PPTX templates, and enhancing finished PPTX files. Use when the user asks to create, generate, reconstruct, regenerate, beautify, redesign, template, fill, or enhance a presentation, PPT, PPTX, slide deck, or courseware — including adding narration or animation to one — requests a presentation-authored narrated/self-running video, or mentions ppt-master.

    @ITangieff10 AI repos everyone’s starring right now OpenClaw ★ 392k: an open-source AI agent that lives on your computer and actually gets things done Matt Pocock Skills ★ 287k: agent skills straight from Matt Pocock’s personal setup Karpathy Skills ★ 219k: a single CLAUDE.md that fixes common LLM coding mistakes, based on Karpathy’s observations REA ★ 130k: agents reverse-engineer any app, all the way down…

    61k GitHub stars
  2. /humanizer

    Rewrite AI-sounding text so it reads like the writer without changing what it says. Use when editing or reviewing prose for AI tells: not-X-but-Y contrasts, one-line closers, staged openers, forced triads, dashes everywhere, inflated claims, sales language, stock AI words, bold labels, or filler. Based on Wikipedia's "Signs of AI writing."

    @Nyxelarm… It's called Humanizer, built by Siqi Chen, and it already has 54,000 stars on GitHub. It's based on Wikipedia's guide to spotting AI writing, maintained by the editors who clean it up. What it does: → finds and fixes 24 patterns of AI-sounding text → runs a second audit pass to catch what's left → matches …

    56k GitHub stars
  3. /open-source

    Documentation reference for writing Python code using the browser-use open-source library. Use this skill whenever the user needs help with Agent, Browser, or Tools configuration, is writing code that imports from browser_use, asks about @sandbox deployment, supported LLM models, Actor API, custom tools, lifecycle hooks, MCP server setup, or monitoring/observability with Laminar or OpenLIT. Also trigger for questions about browser-use installation, prompting strategies, or sensitive data handling. Do NOT use this for Cloud API/SDK usage or pricing — use the cloud skill instead. Do NOT use this for directly automating a browser via CLI commands — use the browser-use skill instead.

    @Zephyr_hgthis is pure f*cking treasure 15 GitHub repos that turn one person into a f*cking company: all open source, all plug into Claude 1. claude-code: the agent that works inside your company folder 2. skills: official Agent Skills for docs, sheets, decks and PDFs 3. superpowers: makes it plan, test and verify before it calls a job done 4. agents: a marketplace of ready-made subagents and plugins https:/…

    118k GitHub stars
  4. /no-ai-slop

    Edit drafts into sharper, more human writing while preserving the writer's personal voice, or detect AI-slop patterns without rewriting. Use when the user wants a draft clearer, more direct, more opinionated, or less AI-sounding, or asks whether writing reads as AI.

    @theaifastlanedirect GitHub links to the repositories … 8. petergyang/no-ai-slop 9. latent-spaces/…

    12k GitHub stars
  1. /frontend-slides

    Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a presentation, convert a PPT/PPTX to web, or create slides for a talk/pitch. Helps non-designers discover their aesthetic through visual exploration rather than abstract choices.

    @theaifastlanedirect GitHub links to the repositories … 7. zarazhangrui/frontend-slides 8. petergyang/no-ai-slop 9. latent-spaces/…

    31k GitHub stars

Hand-picked anti-slop writing skills

Ten skills that remove AI writing tells while keeping the author's voice, one per author, ordered after the anti-slop rank @juampitech shared on X in August 2026.

  1. /stop-slop

    Remove AI writing patterns from prose. Use when drafting, editing, or reviewing text to eliminate predictable AI tells.

    18k GitHub stars
  2. /unslop

    Cut AI tells from any writing. Must always apply.

    11k GitHub stars
  3. /anti-slop

    Edit formulaic or AI-sounding prose while preserving the author's voice. Use for an anti-slop pass, editorial review, or requests to make writing sound more human; ordinary drafting does not require this skill.

    202 GitHub stars
  4. /soundshuman

    Remove signs of AI-generated writing from prose, and keep it out of a repo. Use when drafting, editing, or reviewing text to make it sound natural and human, or when auditing a whole docs folder for AI slop. Detects 41 patterns across content, language, style, communication, filler, and rhetoric, including: significance inflation, promotional language, -ing tails, vague attributions, AI vocabulary, copula avoidance, negative parallelisms, false agency, em dash overuse, chatbot artifacts, hedging stacks, staccato drama, and aphorism formulas. Includes voice calibration, a no-fabrication rule, statistical tells, and a draft -> audit -> final rewrite loop.

    299 GitHub stars

More anti-slop writing skills, ranked by GitHub stars

  1. /edit-article

    Edit and improve articles by restructuring sections, improving clarity, and tightening prose. Use when user wants to edit, revise, or improve an article draft.

    288k GitHub stars
  2. /writing-beats

    Writing, exploit; assemble raw material into a journey of beats, grounding each term before a beat leans on it.

    288k GitHub stars
  3. /writing-for-agents

    Writing documents for agents. Use when creating or editing skills, or modifying AGENTS.md or CLAUDE.md.

    288k GitHub stars
  4. /discernment-nudge

    After you give a substantive answer or draft that the user may act on — advice or recommendations, drafted artifacts such as goals, plans, pitches, proposals, or emails, estimates or projections, analysis or interpretation of data, factual claims they may rely on, or a multi-step argument — invoke this skill BEFORE finalizing your reply and then, if it applies, append 2-3 short follow-up questions, each tied to something specific in what you just produced, that help the user check key facts, probe the reasoning or assumptions, and notice missing context. Do this at most once per conversation. Skip it when the user asked a trivial how-to or simple lookup, wants a purely educational explanation, asked you only to format, convert, or assemble a file from content they provided, is writing code they will run, is doing creative writing or casual chat, or already asked you to double-check, cite, or review — the skill file explains these boundaries and the exact output format.

    181k GitHub stars
  5. /doc-coauthoring

    Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.

    181k GitHub stars
  1. /template

    Replace with description of the skill and when Claude should use it.

    181k GitHub stars
  2. /output-skill

    Overrides default LLM truncation behavior. Enforces complete code generation, bans placeholder patterns, and handles token-limit splits cleanly. Apply to any task requiring exhaustive, unabridged output.

    95k GitHub stars
  3. /skill-creator

    Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends an AI agent's capabilities with specialized knowledge, workflows, or tool integrations.

    51k GitHub stars
  4. /animation-vocabulary

    Reverse-lookup glossary that turns a vague description of a web animation or motion effect into its exact term ("the bouncy thing when a popover opens" → Pop in; "the iOS rubber-band scroll" → Rubber-banding). Use when the user asks "what's it called when…", or describes a motion effect without knowing its name and wants the right word to prompt an AI or designer with. For naming an effect, not designing or building one.

    46k GitHub stars
  5. Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technical decisions, reviewing past architectural choices, or establishing decision processes.

    40k GitHub stars
  6. /writing-code-comments

    Gates whether a code comment should exist and forces the ones that stay to explain why, not what. Use ALWAYS before writing or editing a comment in any language (Python, TypeScript, Go, Rust, SQL), and when reviewing a diff that adds comments. Removes the comment types that clutter the codebase: narration that restates the code, change-history and chat-context notes ("previously did X", "per PR #123", "AI:"), perishable measurements and current-state stamps ("~20 min build", "currently", "today"), commented-out code, and redundant docstrings. Keeps the ones that earn their place: a non-obvious why, a warning about a non-local consequence, a pointer to context a future reader can't reconstruct. Not for user-facing copy (see `/writing-user-facing-copy`) or commit messages.

    40k GitHub stars
  7. Write English that a reader cannot misread: one meaning per word, active voice, simple tenses, one idea per sentence, short sentences. Based on ASD-STE100 (Simplified Technical English), the controlled-language standard written for aircraft maintenance manuals. Use it for any prose an agent produces that someone else acts on. That covers reports and findings, PR descriptions and commit messages, instructions handed to another agent, tool descriptions, error messages, status summaries, and prompts. Also use it on request, with triggers like "simplify this", "make this readable", "too dense", "rewrite in STE", "simplified technical english", "ASD-STE100".

    40k GitHub stars
  8. /add-educational-comments

    Add educational comments to the file specified, or prompt asking for file to comment if one is not provided.

    40k GitHub stars
  9. /comment-code-generate-a-tutorial

    Transform this Python script into a polished, beginner-friendly project by refactoring the code, adding clear instructional comments, and generating a complete markdown tutorial.

    40k GitHub stars
  10. /convert-plaintext-to-md

    Convert a text-based document to markdown following instructions from prompt, or if a documented option is passed, follow the instructions for that option.

    40k GitHub stars

Other tracks