Humanizing AI text

Detects and rewrites machine-sounding patterns in the body text of Chinese articles while keeping the author's facts, headings and legal terms intact.

cat-xierluo/legal-skills

Scores how AI-written a Korean text reads by testing six signals, then shows sample before-and-after fixes in the chat without creating files.

epoko77-ai/im-not-ai

Use Hermes3000 to plan, draft, revise, save, check consistency, and export long-form manuscripts through the Hermes3000 AI writing portal API.

HybridAIOne/hybridclaw

Audit or apply evidence-backed, test-first subtractive cleanup for accumulated agent-created test bloat, verification theater, and defensive or fallback bloat while preserving independent external…

MrZoyo/deslop-GPT

A skill your agent uses when the user names a local file and explicitly asks to clean, rewrite, humanize, or remove AI-writing patterns in that file itself, with minimal targeted edits and post-edit…

conorbronsdon/avoid-ai-writing

Remove AI writing patterns from academic prose. An agent skill from catlog22/maestro-flow.

catlog22/maestro-flow

A skill your agent uses when writing or auditing any written content — captions, carousels, newsletters, threads, LinkedIn posts, long-form — and as the FINAL filter on every piece.

artemnovitckii/content-skills

Strip the machine fingerprint out of any draft - em dashes, AI slop words, invisible watermark characters - and score it against a five-check detection panel before it goes out.

Jakeschincariol/linkedin-agent-skill

Anti-slop, high-craft frontend design: landing pages, brand sites, portfolios, dashboards, product/admin UI, commerce (PDP/PLP/checkout).

iZiTTMarvin/Nova-agent

Quick-reference card for unslop modes, sub-skills, and slash commands.

MohamedAbdallah-14/unslop

A skill your agent uses when researchers ask to remove generic, templated, or AI-like patterns from Chinese or English academic prose, make an AI-assisted draft sound more like the author's own…

Yila-AI/awesome-research-skills

slopbeth for the conversation instead of the shipped artifact.

ehmo/slopkit

Contains well-defined rules for creating natural, accurate, and readable writing.

a2ui-project/a2ui

Diagnoses generic, mechanical or AI-sounding fiction prose by its function and effect, then revises it while keeping plot facts and the author's voice.

Narcooo/inkos

Interview the user for the raw material their posts are made of.

sergebulaev/linkedin-skills

深度润色已有英文科研论文，在尽量保留作者原意、数据、科学判断和表达习惯的前提下， 改善英文准确性、论证逻辑、证据与结论匹配、段落结构和术语一致性，并减少模板化、 宣传式和模型化表达，使文本保持真实作者声音。

yrui-cmd/Cell

Polishes AI-generated web novel text to remove machine-sounding patterns, with rewriting strategies, instruction templates, style techniques and before-and-after examples.

uu201/character-arc

Polishes academic prose without changing its meaning: grammar and flow fixes, tone matched to the evidence, AI-tone removal and Chinese-to-English rewriting for submission.

HKUSTDial/Supervisor-Skills

Rules for writing and reviewing evlog docs, blog posts, READMEs, skills and AGENTS.md files, with separate review and rewrite roles, a house voice and a catalog of AI-sounding tells.

evloghq/evlog

[OMX] Run an anti-slop cleanup/refactor/deslop workflow. An agent skill from yangyuan-zhen/PolyWeather.

yangyuan-zhen/PolyWeather

A skill your agent uses when the user asks to rewrite, humanize, clean up, or remove AI-isms from text while preserving the writer's voice, facts, intent, structure, register, and protected material.

conorbronsdon/avoid-ai-writing

Run a final de-slopping pass on nearly finished JavaScript or TypeScript work before commit or PR.

Consensys/c0

Agentic eyes for Godot work: cross-platform screenshot CLI (asset/region/window/screen) to budgeted WebP, TEMP editor viewport bridge under .gdskills/, and Taste Receptor Atlas v2 (~237…

thedivergentai/GD-Agentic-Skills

Contains well-defined rules for creating natural, accurate, and readable writing.

flutter/flutter

Take the current branch from done-coding to merge-ready in one pass — review the diff against AGENTS.md, deslop, commit and push, open a PR using rule-validate's PR copy, then babysit until mergeable.

millionco/react-doctor

Draft a new LinkedIn post from scratch using one of 20 2026 hook formulas (anaphora, R.I.P., time-anchor, curiosity-gap, contrarian, controlled A/B, false-binary, and more) plus a founders-edition…

sergebulaev/linkedin-skills

Corrective cleanup of AI-generated code — removes LLM-specific patterns while preserving behavior.

tmdgusya/engineering-discipline

Runs Korean text through a humanizing pipeline at a light, standard, or heavy pass depth chosen automatically, then reports what changed and why.

epoko77-ai/im-not-ai

A skill your agent uses when the user has an AI-generated Xiaohongshu draft and wants it to sound more personal, concrete, platform-appropriate, and stronger in hook, retention, and interaction value.

wenziai/wenzi-xhs-agent-skills

Rewrite AI-generated text to sound natural and human-written.

CoWork-OS/CoWork-OS

TypeScript anti-slop guardrails. An agent skill from web-infra-dev/rstest.

web-infra-dev/rstest

Arrangement architecture (编曲结构学) - the shape of a track over time rather than its notes.

jtydhr88/music-composition-skills

This skill should be used when producing content (newsletter posts, blog posts, LinkedIn posts) from existing corpus material.

jacob-dietle/context-os

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

ericosiu/ai-marketing-skills

Tulis dan sunting teks Bahasa Indonesia agar jelas, spesifik, alami untuk audiensnya, dan sesuai suara yang diminta.

adenaufal/anti-slop-writing

This skill should be used when the user asks to "remove AI writing patterns", "humanize this text", "make this sound more natural", "remove AI-generated traces", "fix robotic writing", or needs to…

Galaxy-Dawn/claude-scholar

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.

sergebulaev/x-skills

Draft, audit, or minimally revise English- or Chinese-language academic prose to reduce formulaic, vacuous, mechanically repetitive, or process-leaking language while preserving claims, evidence…

dongshuyan/compass-skills

Strip the machine fingerprint out of any draft - em dashes, AI slop words, invisible watermark characters - and score it against a five-check detection panel before it goes out.

Jakeschincariol/instagram-agent-skill

中文写作的唯一入口，写文章、写稿、改稿、写文案、写脚本、去 AI 味都从这里进. An agent skill from yan-labs/yan-skills.

yan-labs/yan-skills

가장 최근 윤문 결과를 2차로 다시 다듬는다 — 특정 카테고리·문단·강도 조정도 가능. An agent skill from epoko77-ai/im-not-ai.

epoko77-ai/im-not-ai

Draft an Instagram caption with the hook in the first 125 characters, a skimmable body, and one clear CTA, using a 2026 hook formula chosen by goal (saves, shares, comments, follows).

sergebulaev/instagram-skills

Maintain the Prism codebase: measure cyclomatic complexity, refactor hotspots, and enforce the anti-slop type discipline.

irfndi/prism-liquidity-agent

Remove AI-generated code slop and clean up code style. An agent skill from sanity-io/sanity.

sanity-io/sanity

AIくさい日本語を、人間が書いた文章に変換するClaude Codeスキル。

gonta223/humanizer-ja

Clean AI slop and defensiveness out of code and diffs before commit.

jtaroreh/agystack

Strip AI-slop patterns from reasoning traces (chain-of-thought, extended thinking, agent decomposition) — not final prose.

MohamedAbdallah-14/unslop

Break AI Slop — force the AI to think like a real expert before doing anything.

suyuan2022/suyuan-skill