Agent Skills › SharpAI/DeepCamera › annotation-data

annotation-data

GitHub

管理Aegis标注数据集的CRUD、标签处理、COCO格式导出及Kaggle上传，通过JSONL协议与主系统交互。

skills/annotation/dataset-management/SKILL.md SharpAI/DeepCamera

Trigger Scenarios

需要创建或修改数据集请求将数据导出为COCO格式上传数据集到Kaggle 查询数据集统计信息

Install

npx skills add SharpAI/DeepCamera --skill annotation-data -g -y

More Options

Non-standard path

npx skills add https://github.com/SharpAI/DeepCamera/tree/master/skills/annotation/dataset-management -g -y

Use without installing

npx skills use SharpAI/DeepCamera@annotation-data

指定 Agent (Claude Code)

npx skills add SharpAI/DeepCamera --skill annotation-data -a claude-code -g -y

安装 repo 全部 skill

npx skills add SharpAI/DeepCamera --all -g -y

预览 repo 内 skill

npx skills add SharpAI/DeepCamera --list

SKILL.md

Frontmatter

{
    "name": "annotation-data",
    "entry": "scripts\/annotation_manager.py",
    "deploy": "deploy.sh",
    "version": "1.0.0",
    "parameters": [
        {
            "name": "datasets_dir",
            "type": "string",
            "group": "Storage",
            "label": "Datasets Directory",
            "default": "",
            "description": "Root directory for annotation datasets (auto-detected if empty)"
        }
    ],
    "ui_unlocks": [
        "annotation_studio"
    ],
    "description": "Dataset annotation management — COCO labels, sequences, export, and Kaggle upload",
    "capabilities": {
        "live_transform": {
            "script": "scripts\/annotation_manager.py",
            "description": "Dataset CRUD, annotation save\/load, COCO export"
        }
    }
}

Annotation Data Management

Manages annotation datasets for Aegis Annotation Studio. Handles dataset CRUD, label management, COCO-format export, and Kaggle upload.

Protocol (stdin/stdout JSONL)

Aegis → Skill

{"command": "list_datasets", "request_id": "req_001"}
{"command": "get_dataset", "name": "my_dataset", "request_id": "req_002"}
{"command": "save_dataset", "name": "my_dataset", "labels": [...], "request_id": "req_003"}
{"command": "delete_dataset", "name": "my_dataset", "request_id": "req_004"}
{"command": "save_annotation", "dataset": "my_dataset", "frame_id": "f1", "annotations": [...], "request_id": "req_005"}
{"command": "list_labels", "dataset": "my_dataset", "request_id": "req_006"}
{"command": "export_coco", "dataset": "my_dataset", "request_id": "req_007"}
{"command": "get_stats", "dataset": "my_dataset", "request_id": "req_008"}
{"command": "stop"}

Skill → Aegis

{"event": "annotation", "type": "ready", "request_id": "", "data": {"version": "1.0.0"}}
{"event": "annotation", "type": "datasets", "request_id": "req_001", "data": [...]}
{"event": "annotation", "type": "dataset", "request_id": "req_002", "data": {...}}
{"event": "annotation", "type": "saved", "request_id": "req_005", "data": {"frame_id": "f1", "count": 3}}
{"event": "annotation", "type": "exported", "request_id": "req_007", "data": {"path": "/path/to/coco.json"}}