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Install in OpenClaw
/install yoloutils
Description
基于 yoloutils 的命令级技能。用户需要执行 yoloutils 的 label、merge、copy、remove、change、crop、labelimg、resize、classify、test 任一子命令时使用。以源码真实行为为准,提供每个子命令的参数定义、执行逻辑、副作用、限制和示例。
Usage Guidance
This is documentation for a local yoloutils tool rather than code to be installed. Before using: (1) back up your datasets; test commands on a small sample directory first; (2) be careful with flags like --clean and in-place operations (they can delete or overwrite images and labels); (3) ensure the declared Python deps (opencv-python, pillow, ultralytics, etc.) and any model files (e.g., best.pt) are from trusted sources; (4) note the SKILL.md refers to src/netkiller/yoloutils.py but the package/source code is not included here — if you need to execute code, prefer installing/reviewing the original project from a trusted repository or author to verify behavior.
Capability Analysis
Type: OpenClaw Skill
Name: yoloutils
Version: 1.0.0
The `yoloutils` skill bundle describes a utility for YOLO dataset management with extensive file system capabilities, including recursive scanning, in-place modification of label files, and directory deletion via a `--clean` flag as detailed in `SKILL.md`. While these actions are aligned with the stated purpose, they represent high-risk behaviors for an automated agent. Additionally, the instructions explicitly direct the agent to prioritize the logic of an external script (`src/netkiller/yoloutils.py`) that is not included in the provided files, preventing a full verification of the actual execution logic.
Capability Assessment
Purpose & Capability
The name/description describe dataset and YOLO-related utilities (label, merge, copy, remove, change, crop, labelimg, resize, classify, test), and the SKILL.md content documents exactly those commands and their file-system and model interactions. No unrelated credentials, binaries, or services are requested.
Instruction Scope
Instructions are scoped to local filesystem operations and (optionally) running YOLO model inference via ultralytics. They explicitly instruct potentially destructive actions (clearing output dirs, in-place modifications, deleting .txt/.jpg pairs) and require local model files. The SKILL.md claims to reflect src/netkiller/yoloutils.py but no source code is included, so the behavior cannot be independently verified beyond this documentation.
Install Mechanism
No install specification or third-party downloads are present — this is an instruction-only skill, which minimizes install-time risk.
Credentials
No environment variables, credentials, or external config paths are required. The needed resources (filesystem access and optional local model files) are directly relevant to the described operations.
Persistence & Privilege
The skill is not always-enabled and does not request elevated or persistent platform privileges. It can be invoked by the agent, which is the normal default.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install yoloutils - After installation, invoke the skill by name or use
/yoloutils - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
YOLOUtils 1.0.0 — Initial Release
- Introduces command-line toolkit "yoloutils" for dataset management and YOLO workflows.
- Supports 10 subcommands: label, merge, copy, remove, change, crop, labelimg, resize, classify, test.
- Documents each command’s parameters, behaviors, requirements, and examples based on source code.
- Ensures pre-checks on dependencies, paths, and critical files before execution.
- Describes workflow details, such as label statistics, merging, selective copying, batch removals, index replacement, model-based cropping, and structured dataset conversion.
Metadata
Frequently Asked Questions
What is Yolo Utilities?
基于 yoloutils 的命令级技能。用户需要执行 yoloutils 的 label、merge、copy、remove、change、crop、labelimg、resize、classify、test 任一子命令时使用。以源码真实行为为准,提供每个子命令的参数定义、执行逻辑、副作用、限制和示例。 It is an AI Agent Skill for Claude Code / OpenClaw, with 122 downloads so far.
How do I install Yolo Utilities?
Run "/install yoloutils" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Yolo Utilities free?
Yes, Yolo Utilities is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Yolo Utilities support?
Yolo Utilities is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Yolo Utilities?
It is built and maintained by Neo Chan (@netkiller); the current version is v1.0.0.
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