---
name: Anti-Slop
slug: anti-slop
category: Writing
description: Detects patterns of AI-generated slop in text using 33 heuristic patterns. Helps writers and developers maintain authentic, high-quality content by flagging common AI writing artifacts.
github: "https://github.com/AgriciDaniel/anti-slop/tree/main/anti-slop-brain/references/canon/025-blader-humanizer-agent-skill.md"
language: Python
stars: 29
forks: 4
install: "npx degit https://github.com/AgriciDaniel/anti-slop/tree/main/anti-slop-brain/references/canon ~/.claude/skills/canon"
installs_to: ~/.claude/skills/canon
source_path: anti-slop-brain/references/canon/025-blader-humanizer-agent-skill.md
collection_size: 7
category_size: 1012
collection_url: "https://dirskills.com/collections/AgriciDaniel/anti-slop"
added: 2026-08-11T07:21:54.565Z
last_synced: 2026-08-11T07:21:54.565Z
canonical_url: "https://dirskills.com/skills/anti-slop"
---

# Anti-Slop

Detects patterns of AI-generated slop in text using 33 heuristic patterns. Helps writers and developers maintain authentic, high-quality content by flagging common AI writing artifacts.

**Install:**

```bash
npx degit https://github.com/AgriciDaniel/anti-slop/tree/main/anti-slop-brain/references/canon ~/.claude/skills/canon
```

## README

# 025. blader humanizer agent skill

Ledger: 025 | source: blader humanizer agent skill | confidence: evidence-based | fold: [[blader humanizer agent skill]] | status: captured.

## What It Says

- Version 2.9.1 as of 2026-07-22, MIT licensed, 31,520 stars and 2,879 forks at retrieval
- It enumerates 33 patterns derived from the Wikipedia signs guide
- It has no severity system, no confidence system, and no per-pattern weights
- Its no-fabrication rule is a prompt instruction with no verification mechanism
- It has no coverage of fabricated citations, vendor residue markers, or code
- Its section 14 bans en dashes outright, which breaks legitimate numeric and date ranges
- Its own runtime prompt contains an em dash, violating its own stated hard constraint

## Source

Source: [blader humanizer agent skill](https://github.com/blader/humanizer); type supporting; retrieved 2026-07-27; refresh_due 2026-08-26.

## Brain Hooks

- Folded concept: [[blader humanizer agent skill]]
- Source ledger: `references/source-ledger.json`
- Verification path: [[Claim Verification Flow]]