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Ai Intelligent Defect Detection
作者
yang1002378395-cmyk
· GitHub ↗
· v1.0.0
· MIT-0
121
总下载
0
收藏
0
当前安装
1
版本数
在 OpenClaw 中安装
/install ai-defect-detection
功能描述
缺陷检测，表面缺陷 + 质量检测。
使用说明 (SKILL.md)
AI 智能缺陷检测系统
描述
缺陷检测，表面缺陷 + 质量检测。
功能
- 缺陷检测（表面缺陷）
- 分类识别（缺陷分类）
- 位置定位（缺陷定位）
- 统计分析（缺陷统计）
- 报告生成（检测报告）
定价
- 基础版：¥399/月（1 条产线）
- 专业版：¥1999/月（10 条产线）
- 企业版：¥5999/月（无限产线）
适用场景
- 工业质检
- 产品检测
- 表面检测
- 自动化检测
技术栈
- Python + FastAPI
- 缺陷检测模型
- 图像处理
- 统计分析
安装
git clone https://github.com/openclaw-skills/ai-intelligent-defect-detection
cd ai-intelligent-defect-detection
pip install -r requirements.txt
python app.py
创建：2026-03-13 作者：OpenClaw Skills Team
安全使用建议
This skill is essentially a pointer to an external GitHub project rather than a bundled implementation. Before cloning or running anything: 1) Inspect the GitHub repository and review its code, especially app.py and requirements.txt; 2) Prefer a pinned commit or release and verify checksums; 3) Run the code in an isolated sandbox or VM (not as root) and restrict network egress while you evaluate; 4) Check the project license, author identity, and recent activity; 5) If you cannot or do not want to audit the external repo, do not run the git clone / pip install steps. The absence of packaged code and lack of install safeguards makes this higher risk than an instruction-only skill that contains no external-install guidance.
功能分析
Type: OpenClaw Skill
Name: ai-defect-detection
Version: 1.0.0
The bundle contains only metadata and documentation (SKILL.md, skill.json) describing an AI-based defect detection system. It lacks any executable code or suspicious instructions, providing only standard installation steps that point to an external GitHub repository (github.com/openclaw-skills/ai-intelligent-defect-detection).
能力评估
Purpose & Capability
Name, description, and listed capabilities (surface defect detection, classification, localization, reporting) are coherent with the declared tech stack (Python, FastAPI, image processing). The skill does not request unrelated credentials or config.
Instruction Scope
The SKILL.md instructs cloning https://github.com/openclaw-skills/ai-intelligent-defect-detection, pip installing requirements.txt, and running python app.py. The packaged skill itself contains no code — so following these instructions causes the agent/user to download and execute external code at runtime. There are no safety indicators (no pinned release, no checksum) and the instructions give broad permission to install arbitrary Python packages and run an application, which is outside the narrow 'describe capabilities' scope and increases risk.
Install Mechanism
There is no declarative install spec in the package; instead SKILL.md advocates git clone + pip install from a GitHub repo. GitHub is a common source, but the lack of a pinned release, commit hash, or package checksums and the unreviewed requirements.txt means arbitrary code and dependencies could be installed. This is a moderate-to-high install risk if executed without inspection.
Credentials
The skill declares no required env vars, binaries, or config paths, and the instructions do not ask for credentials. That is proportionate to a readme-style skill. However, running the recommended app may implicitly require network, file system, or hardware access — the SKILL.md does not document those needs.
Persistence & Privilege
always is false and there is no request to modify other skills or system-wide config. The skill does not request persistent presence in the agent beyond normal invocation.
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 ai-defect-detection - 安装完成后，直接呼叫该 Skill 的名称或使用
/ai-defect-detection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
v1.0.0
Initial release of ai-intelligent-defect-detection.
- Supports surface defect detection and quality inspection
- Provides defect classification, localization, statistical analysis, and report generation
- Available pricing tiers: Basic, Pro, and Enterprise
- Suitable for industrial inspection, product and surface testing, and automated quality assurance
- Built with Python, FastAPI, and advanced image processing models
元数据
常见问题
Ai Intelligent Defect Detection 是什么？
缺陷检测，表面缺陷 + 质量检测。 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 121 次。
如何安装 Ai Intelligent Defect Detection？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install ai-defect-detection」即可一键安装，无需额外配置。
Ai Intelligent Defect Detection 是免费的吗？
是的，Ai Intelligent Defect Detection 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Ai Intelligent Defect Detection 支持哪些平台？
Ai Intelligent Defect Detection 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 Ai Intelligent Defect Detection？
由 yang1002378395-cmyk（@yang1002378395-cmyk）开发并维护，当前版本 v1.0.0。
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