Development · Humanizing AI text

Make AI-generated writing read as human-written, in fiction and in professional prose.

Nanako0129/sepia

Review or de-slop concrete changes in ccch1mneyyy/dsh-TUI at maintainer level: PR numbers or URLs, branches, commit ranges, patch files, staged or unstaged worktrees, and scoped repository-hygiene…

ccch1mneyyy/dsh-TUI

Simplify and refine recently modified code while preserving functionality.

millionco/react-doctor

Deslop, simplify, or review low-value tests and prose only when explicitly requested for a branch or diff.

marin-community/marin

Rewrites code review comments so they read like a human teammate wrote them.

MohamedAbdallah-14/unslop

Strips the cues that make prose read as AI-generated and forces a deliberate human voice instead of the model's default register.

JCarterJohnson/vibecoded-design-tells

A skill your agent uses when writing or editing any prose in this repository - the book's preface, its chapters and epilogue, the brand kit notes, the agent skill documents, the changelog, and the…

kataras/jwt

Rewrites Korean commit messages that read like office jargon or translation into natural wording, leaving the type, scope and meaning untouched.

epoko77-ai/im-not-ai

Sets writing rules for Chinese technical docs: short plain sentences, consistent typography and a checklist for removing AI-sounding filler.

leter/zh-tech-writing

Write, update, or review Serial Studio's user-facing documentation: the doc/help manual, README.md, and examples READMEs.

Serial-Studio/Serial-Studio

Rewrites commit messages so they sound like a careful human engineer wrote them.

MohamedAbdallah-14/unslop

Method and tooling for measuring how AI-generated a piece of prose reads, in Japanese or English.

mizchi/skills

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

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

a2ui-project/a2ui

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

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

tmdgusya/engineering-discipline

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

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

jtaroreh/agystack

Rewrites model-sounding prose into plain technical writing and checks that every claim survives, for PR text, docs, commit messages and similar drafts.

oaustegard/claude-skills

[omh] Messy or AI-generated code to clean up: delete AI-generated slop, dead code, and duplication while observable behavior stays identical.

rlaope/oh-my-hermes

Local quality gate for the current worktree: review for risk/correctness (break, leak, undo intent), standards, spec, and anti-slop; then test, document, lint.

gambitph/Stackable

Strip AI writing tells from Rove's user-facing prose — README, the docs/ pages that sync to docs.rove.run, landing copy, and release notes.

Sma1lboy/rove

Remove AI-generated code slop, unnecessary comments, and over-engineering from the current branch diff.

rohitg00/pro-workflow

Writing style guide for technical content, social media, blog posts, READMEs, git commits, and developer documentation.

waynesutton/markdown-site

Audit and rewrite prose so it stops reading as machine-generated.

wshobson/agents

Create or update a pull request for the current git changes.

boundless-xyz/boundless

Reviews a local diff, branch diff, or PR with file:line findings in confirmed and plausible tiers, gates any test the diff adds or changes, and in apply mode lands the fixes and diff-scoped…

mblode/agent-skills

Pär's writing voice and per-text-type rules for Simple History, on top of the humanizer skill.

bonny/WordPress-Simple-History

Apply a compact final prose pass to Levyra pull request descriptions, release notes, and owner-facing writing so it sounds natural without changing facts, evidence, structure, or validation state.

LUC4N3X/Levyra-deepsound

Writing style and tone guide for human-sounding content. An agent skill from rileyhilliard/claude-essentials.

rileyhilliard/claude-essentials

Make AI-generated writing read as human-written, in fiction and in professional prose.

scott-fryxell/brayness

Detect and eliminate common AI writing tropes from generated text.

OutThisLife/brooklyn-skills

Remove AI-generated code slop from a branch: unnecessary comments, redundant defensive checks, boilerplate, style drift, and type casts.

foryourhealth111-pixel/Vibe-Skills