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在 OpenClaw 中安装
/install remove-watermark
功能描述
Remove light-colored text watermarks from white-background document images (exam papers, scanned documents). No API key needed - pure local image processing....
安全使用建议
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.
功能分析
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.
能力评估
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.
如何使用
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install remove-watermark - 安装完成后,直接呼叫该 Skill 的名称或使用
/remove-watermark触发 - 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
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.
元数据
常见问题
Remove Watermark 是什么?
Remove light-colored text watermarks from white-background document images (exam papers, scanned documents). No API key needed - pure local image processing.... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 455 次。
如何安装 Remove Watermark?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install remove-watermark」即可一键安装,无需额外配置。
Remove Watermark 是免费的吗?
是的,Remove Watermark 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
Remove Watermark 支持哪些平台?
Remove Watermark 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。
谁开发了 Remove Watermark?
由 wxttt(@wxttt)开发并维护,当前版本 v0.1.0。
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