← Back to Skills Marketplace
wxttt

Remove Watermark

by wxttt · GitHub ↗ · v0.1.0 · MIT-0
cross-platform ✓ Security Clean
455
Downloads
0
Stars
1
Active Installs
1
Versions
Install in OpenClaw
/install remove-watermark
Description
Remove light-colored text watermarks from white-background document images (exam papers, scanned documents). No API key needed - pure local image processing....
Usage Guidance
This skill appears internally consistent and purely local, but take these practical precautions before use: 1) Run it on copies of your images (it may whiten pixels or irreversibly alter text if parameters are aggressive). 2) Ensure Pillow/numpy (and scipy for full mode) are available in a controlled environment or virtualenv; the SKILL.md's 'uv run --with ...' is just a runtime helper and platform-specific. 3) The agent will 'read' images during the Visual Analysis step — avoid feeding sensitive or confidential documents if you don't want their contents exposed to the model. 4) Confirm output locations before running: the script creates a sibling directory like <input_dir>_clean by default, which may place files outside the input directory. 5) Legal/ethical: removing watermarks can violate copyrights or institutional rules (e.g., exam papers). Only use for legitimate purposes. If you need higher assurance, review the script locally (it's included) and run it in a sandboxed environment.
Capability Analysis
Type: OpenClaw Skill Name: remove-watermark Version: 0.1.0 The skill provides local image processing capabilities to remove watermarks from document images using standard libraries like Pillow, NumPy, and SciPy. The Python script (scripts/remove_watermark.py) implements legitimate thresholding and contrast enhancement logic without any network calls, suspicious file access, or obfuscation. The SKILL.md instructions are focused on guiding the agent through a multi-step verification and retry process, which is consistent with the stated purpose and lacks any malicious prompt injection or exfiltration attempts.
Capability Assessment
Purpose & Capability
The name/description (remove watermarks from white-background document images) matches the included script and SKILL.md. Required dependencies (Pillow, numpy, optional scipy) are appropriate for image processing. No unrelated credentials, binaries, or config paths are requested.
Instruction Scope
Runtime instructions limit actions to: visually inspect an image via the agent's Read tool, run the bundled script to analyze/remove watermarks, and verify results. The SKILL.md does ask the agent to 'read' sample images (expected) and to retry up to 3 times with adjusted parameters. It does not instruct reading unrelated files, system state, or sending data to external endpoints.
Install Mechanism
This is instruction-only with an included Python script; there is no network installer or archive download. The SKILL.md recommends invoking via 'uv run --with Pillow --with numpy [--with scipy]' to ensure dependencies — that is a convenience for the runtime environment, not an external installer. No suspicious URLs or extraction steps are present.
Credentials
The skill requests no environment variables, secrets, or privileged config paths. The code only accesses image files/directories supplied by the user and writes cleaned outputs; this is proportionate to the stated function.
Persistence & Privilege
The skill is not set as always:true and does not request persistent system-wide privileges or modify other skills. It runs on demand and does not attempt to alter agent configuration or install persistent services.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install remove-watermark
  3. After installation, invoke the skill by name or use /remove-watermark
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v0.1.0
- Initial release: Remove watermarks from white-background document images using a pure local Python script. - 4-step semi-automatic workflow: visual region selection, threshold analysis, watermark removal, and verification with auto-retry. - Handles light-colored text overlays, exam paper watermarks, and scanned document contamination. - Region-based removal preferred for minimal text damage; full-image removal supported for scattered watermarks (requires scipy). - Includes detailed troubleshooting and retry guidance for best results. - No API key needed; works entirely offline with only local Python dependencies.
Metadata
Slug remove-watermark
Version 0.1.0
License MIT-0
All-time Installs 1
Active Installs 1
Total Versions 1
Frequently Asked Questions

What is Remove Watermark?

Remove light-colored text watermarks from white-background document images (exam papers, scanned documents). No API key needed - pure local image processing.... It is an AI Agent Skill for Claude Code / OpenClaw, with 455 downloads so far.

How do I install Remove Watermark?

Run "/install remove-watermark" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Remove Watermark free?

Yes, Remove Watermark is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Remove Watermark support?

Remove Watermark is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Remove Watermark?

It is built and maintained by wxttt (@wxttt); the current version is v0.1.0.

💬 Comments