ai-slop

A local detector for AI-writing patterns. Scores every prose file your agent saves. Python standard library only, no network, no model.

Anti-slop skills for AI agents: slopbeth cleans the shipped writing, slopgent cleans the conversation.

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.

Language-agnostic code quality linter for the agentic era. Catches structural, lexical, and information based rot before it becomes architectural.

花 4 個月慢慢一步一步調整到可以自動化去防 AI Slop 的機制，包括：CLAUDE.md 跟 Hook 之間的設定跟腳本，目的就是幫助整個系統在運作的時候減少 AI Slop。

An open-source skill that finds AI slop in your writing and strips it out without changing the facts, scoring the draft before and after.

Claude Code plugin that stops Claude writing like an AI. 29 researched patterns, loaded every session and checked on every file write.

Statusline script for Claude Code CLI – shows context and quota usage, model, git branch, pwd

Open-source AI text detector — VirusTotal for AI slop. 23 engines, self-hosted, runs on CPU. Scan text or URLs locally.

One behavior ruleset for every coding agent on your machine. Kills chaotic, filler, hype adjectives and AI slop, and enforces plain technical English based on ASD-STE100.

Claude Agent Skill that eliminates generic AI-generated design. Stop your AI shipping the same purple-gradient, Inter-font, three-feature-card website as everyone else.

SCMT/MPC configuration generator for TWC's IntelliSTAR units.

128 usage-ranked, vision-curated UI design prompts (full design specs + live previews) that stop your AI coding agent from shipping generic AI-slop UI. Powered by superdesign.dev

Audit, grade, and rewrite generic AI-slop patterns in prose, social posts, UI/design, and code. Use when asked to de-slop writing, humanize AI copy, grade a draft, review a landing page or generated interface, remove vague claims and repetitive rhetoric, or inspect AI-written code for generic abstractions and happy-path-only logic.

Agent skill that removes AI slop from technical writing with Simplified Technical English, plain-language rules, and a deterministic linter.

Dual-axis prose auditor AND rewriter for Claude Code (+Codex/Cursor). Catches AI-slop and unreadable writing on two axes, then rewrites in a voice you pick and re-scans to prove it. 47 patterns + 200+ vocab tells + comprehension scoring, calibrated on PubMed/arXiv, model fingerprinting. Passes its own test.

AI Generated Penetration Testing Framework

Detect AI-generated language patterns in your codebase with this Claude Code skill to ensure human-quality prose.

Opinionated Claude Code Agent Skills for fighting AI slop in design, code, and copy. stop-slop, red-pen, clarify, distill, quieter, polish, harden.

A transparent linter for AI-slop writing patterns, with a 0–100 SlopScore, evidence spans, genre-specific profiles, and a fairness audit. It identifies detectable writing patterns while avoiding claims about authorship.