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verify-watermark-removal

Verify that a watermark-removal or "humanizer" step actually removed a statistical text watermark, by measuring a sample whose key the user holds. Use after any tool, script or service claims to have cleaned a text, or when the user asks…

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What it does and how to use it

A skill that teaches Claude Code to do general tasks well. It is packaged knowledge the model uses whenever it is relevant.

  1. Install the skill (command above).
  2. In Claude Code, describe what you need - the skill turns on by itself when the context fits.
  3. No commands to memorize: you talk in plain language and the skill does the rest.

Install (Claude Code)

mkdir -p .claude/skills/davepoon-subagents__verify-watermark-removal && curl -fsSL https://doutorai.pt/data/lib/skills__davepoon-subagents__verify-watermark-removal.md -o .claude/skills/davepoon-subagents__verify-watermark-removal/SKILL.md

Paste this command into the terminal, in your project folder, and the component installs automatically.

Content

---
name: verify-watermark-removal
description: Verify that a watermark-removal or "humanizer" step actually removed a statistical text watermark, by measuring a sample whose key the user holds. Use after any tool, script or service claims to have cleaned a text, or when the user asks whether such a tool works, which one to trust, or how to test one. Reports a detector score against fixed thresholds plus what the run cost in meaning, facts, verbatim overlap and length. This skill only measures and never removes a mark.
category: testing-qa
license: MIT
---

# Verify Watermark Removal

A tool s

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