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在 OpenClaw 中安装
/install sensecraft-ai-model-hub
功能描述
Connect OpenClaw to the SenseCraft public model library to search, inspect, export, and download AI vision models for software and edge AI workflows.
安全使用建议
This skill appears to be what it says, but take the usual precautions before running code that downloads and executes artifacts from the network: 1) Review the SenseCraft domain (https://sensecraft.seeed.cc) and confirm you trust it and the license of any downloaded models. 2) Run the demo in an isolated environment (VM or dedicated workstation) and use the provided virtualenv to contain Python packages. 3) Be cautious installing third-party PyPI packages (notably ai-edge-litert); consider reviewing package provenance or pinning versions. 4) Inspect downloaded model files before integrating them into production (models are binary artifacts and could trigger vulnerabilities in interpreters or custom ops). 5) Expect network and disk usage for bulk crawls/downloads; throttle or filter when necessary. 6) The demo accesses your webcam—ensure you understand and accept that and grant camera permission only to trusted terminals/apps.
功能分析
Type: OpenClaw Skill
Name: sensecraft-ai-model-hub
Version: 1.1.2
The skill bundle provides a legitimate interface for searching, indexing, and downloading AI models from the Seeed Studio SenseCraft public model hub (sensecraft.seeed.cc). The Python scripts (sensecraft_models.py and sensecraft_webcam_person_demo.py) use standard libraries and reputable dependencies like ai-edge-litert for TFLite inference. The code includes proper input sanitization (safe_name function) to prevent path traversal during downloads, and the SKILL.md instructions are strictly aligned with the stated purpose of model discovery and local demonstration without any signs of prompt injection or malicious intent.
能力评估
Purpose & Capability
The name/description match the included files and runtime instructions: Python scripts call SenseCraft public API endpoints, crawl/list/view model metadata, download model artifacts, and run a local webcam demo. There are no unrelated requested credentials, bizarre binaries, or config paths that don't belong to a model-hub + demo workflow.
Instruction Scope
SKILL.md and the scripts keep behavior within the stated scope: they call the documented SenseCraft endpoints at https://sensecraft.seeed.cc/aiserverapi, write artifacts under the skill root (./models, ./captures, .venv), and run a local demo that uses the webcam. The instructions do not attempt to read arbitrary system files, environment secrets, or other skills' configs. One expected aspect: the tool will download arbitrary model files from external URLs returned by the API (this is the point of the skill).
Install Mechanism
There is no platform-level install spec (instruction-only skill with bundled scripts). The included setup script creates a Python venv and installs PyPI packages (numpy, opencv-python, pillow, ai-edge-litert). Installing third-party Python packages is a normal part of this demo flow but does carry the usual supply-chain risk (unreviewed PyPI packages).
Credentials
The skill declares no required environment variables, no credentials, and no sensitive config paths. Scripts accept an optional PYTHON_BIN override but otherwise do not demand secrets or unrelated keys.
Persistence & Privilege
The skill is not always-enabled and is user-invocable. It does not request elevated or persistent system privileges and does not modify other skills or system-wide agent settings. Autonomous invocation by the agent is permitted (platform default) but is not combined with other concerning privileges here.
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 sensecraft-ai-model-hub - 安装完成后,直接呼叫该 Skill 的名称或使用
/sensecraft-ai-model-hub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
v1.1.2
Refined the store summary to a cleaner single-line product description for better search and listing display.
v1.1.1
Improved local demo usability with setup and launcher scripts, standard models/captures directories, and a macOS-friendly one-click runner.
v1.1.0
Added a proven local webcam inference demo for SenseCraft TFLite models, plus integration notes for macOS, ai-edge-litert, and SSCMA-Micro-based output decoding.
v1.0.1
Refined store summary wording for clearer public listing presentation.
v1.0.0
### v1.0.0
- Initial release of SenseCraft AI Model Hub
- Connects OpenClaw to the SenseCraft public model library
- Supports listing public models from SenseCraft
- Supports resolving model details and real download URLs by model ID
- Supports filtering by keyword, task, uniform type, and model format
- Supports exporting model indexes to JSON and CSV
- Supports downloading single or multiple model files
- Adds retry handling and safer bulk-fetch behavior
- Adds download manifest generation
- Adds metadata hints such as filename, extension, and TFLite-like URL detection
- Designed for both software-based and edge AI vision workflows
元数据
常见问题
SenseCraft AI Model Hub 是什么?
Connect OpenClaw to the SenseCraft public model library to search, inspect, export, and download AI vision models for software and edge AI workflows. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 173 次。
如何安装 SenseCraft AI Model Hub?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install sensecraft-ai-model-hub」即可一键安装,无需额外配置。
SenseCraft AI Model Hub 是免费的吗?
是的,SenseCraft AI Model Hub 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
SenseCraft AI Model Hub 支持哪些平台?
SenseCraft AI Model Hub 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 SenseCraft AI Model Hub?
由 Jancee(@jancee)开发并维护,当前版本 v1.1.2。
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