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422
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Install in OpenClaw
/install vibe-harvester
Description
自动向下滚动瀑布流网站(如小红书、Pinterest),根据用户设定的审美偏好进行视觉筛选,并自动下载符合要求的参考图。
Usage Guidance
This skill instructs an agent to perform automated GUI/browser interactions and to evade anti-bot measures (slide captcha handling, disabled right-click workarounds). Before installing, confirm: (1) how will the skill drive the browser and where does the visual model run (local model, platform capability, or external API)? (2) whether any additional binaries, browser extensions, or API keys are required — ask the author for a dependency list and an install plan; (3) that you are permitted to download the target sites' images (terms-of-service and copyright); and (4) that you are comfortable granting an autonomous agent the ability to interact with websites on your behalf. Avoid installing if you cannot verify how it performs captcha bypasses or if doing so would violate site terms or laws. If you proceed, test in a controlled environment and limit its scope (use a throwaway account and a small download folder).
Capability Analysis
Type: OpenClaw Skill
Name: vibe-harvester
Version: 0.1.0
The skill bundle is classified as benign. The `SKILL.md` defines a web scraping agent designed to visually filter and download images from waterfall websites. Crucially, the permissions explicitly set `shell: allowed: false`, preventing any shell command execution. File system write access is strictly limited to `~/Downloads/Vibe_Harvester`, and read access is denied. While the instructions detail advanced anti-detection techniques (e.g., 'human-like scrolling', 'random pause time', 'handling captchas'), these are functional requirements for robust web scraping and do not indicate malicious intent given the restricted permissions and the absence of any instructions for data exfiltration, unauthorized execution, or persistence. The 'Safety and Operation Redlines' further reinforce a benign purpose by forbidding clicking ads and encouraging selective downloading.
Capability Assessment
Purpose & Capability
The declared purpose (scanning waterfall sites and saving matching images) matches the single declared write permission (~/Downloads/Vibe_Harvester). However the SKILL.md explicitly expects GUI/browser automation (mouse movement, clicks, opening large previews, right-click save) and a 'visual large model' for aesthetic filtering. The skill declares no required binaries, automation tools, or model credentials — an incoherence between what it says it will do and what it requests/install/depends on.
Instruction Scope
Instructions go beyond simple browsing: they direct simulated mouse/scroll behavior, opening/closing pages, interacting with UI elements, and explicitly instruct how to handle '滑动验证码' (slide captchas), login popups, and disabled right-clicks. That is scope-creep: it includes steps that attempt to evade anti-bot measures and interact with authentication UI, which are not justified by the declared metadata and raise legal/ethical concerns.
Install Mechanism
No install spec is provided, yet the runtime behavior described would normally require browser automation tooling (Selenium/Playwright), a browser extension, or a platform-provided UI-driving capability, plus a vision model runtime or API. The absence of any declared install or dependency means it's unclear how the skill will actually perform those actions — this mismatch is a deployment risk and a red flag.
Credentials
At face value the single write permission to a downloads folder is proportionate. But the SKILL.md relies on a '视觉大模型' without declaring any API keys, endpoints, or local model requirements, and instructs interacting with login prompts and captchas (which could lead to credential exposure or unintended clicks). The lack of declared credentials or config for the vision model is inconsistent and suspicious.
Persistence & Privilege
always:false (no forced persistence) which is appropriate. Autonomous invocation is allowed by default; combined with the instructions to autonomously interact with arbitrary websites and bypass anti-bot measures, this increases potential impact. No indication the skill modifies other skills or system settings.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install vibe-harvester - After installation, invoke the skill by name or use
/vibe-harvester - Provide required inputs per the skill's parameter spec and get structured output
Version History
v0.1.0
Initial release. Added human-like scrolling, aesthetic visual filtering, and automated precise downloading. (添加了拟人化滚动浏览、基于审美的视觉过滤和自动精准下载功能。)
Metadata
Frequently Asked Questions
What is 瀑布流特定画风采图员 (The Vibe Harvester)?
自动向下滚动瀑布流网站(如小红书、Pinterest),根据用户设定的审美偏好进行视觉筛选,并自动下载符合要求的参考图。 It is an AI Agent Skill for Claude Code / OpenClaw, with 422 downloads so far.
How do I install 瀑布流特定画风采图员 (The Vibe Harvester)?
Run "/install vibe-harvester" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is 瀑布流特定画风采图员 (The Vibe Harvester) free?
Yes, 瀑布流特定画风采图员 (The Vibe Harvester) is completely free (open-source). You can download, install and use it at no cost.
Which platforms does 瀑布流特定画风采图员 (The Vibe Harvester) support?
瀑布流特定画风采图员 (The Vibe Harvester) is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created 瀑布流特定画风采图员 (The Vibe Harvester)?
It is built and maintained by AnotherJ1 (@anotherj1); the current version is v0.1.0.
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