meta_tags_aggregator
OfficialEfficiently aggregate and classify similar metadata tags.
Authorcas-bigdatalab
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill automates the process of aggregating and classifying similar metadata tags, saving time and reducing manual effort in data organization.
Core Features & Use Cases
- Meta Tag Aggregation: Automatically merge similar tags into a unified category.
- Input/Output Management: Specify input and output JSON file paths for processing.
- API Model and Meta Tag Key Configuration: Define the API model and key for metadata tag extraction.
- Target Tags Customization: Optionally specify target tags for classification.
- Use Case: For example, this Skill can be used to aggregate sentiment tags from user reviews into broader categories such as 'Positive' and 'Negative'.
Quick Start
Run the meta_tags_aggregator skill with the input file path 'input.json', output file path 'output.json', API model 'qwen2.5-72b-instruct', and meta tag key 'query_sentiment_label'.
Dependency Matrix
Required Modules
data_juicer
Components
scripts
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: meta_tags_aggregator Download link: https://github.com/cas-bigdatalab/piflow/archive/main.zip#meta-tags-aggregator Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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