seed-generator
OfficialGenerate labeled data for AI models.
Software Engineering#data generation#AI models#labeling#canonicalization#training data#dataset creation
Authorfencio-dev
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill automates the creation of labeled training data for AI models, specifically for vocabulary canonicalization, reducing manual effort and ensuring data quality.
Core Features & Use Cases
- Data Generation: Systematically collects and labels examples from diverse sources like public APIs, datasets, and synthetic variations.
- Stratified Sampling: Ensures balanced representation across different categories (action, resource type, sensitivity).
- Use Case: Imagine you need to train a model to understand user requests like "get user data" vs. "fetch user info". This Skill helps you generate thousands of examples with consistent labels to train that model effectively.
Quick Start
Use the seed-generator skill to create 100 examples from the GitHub API specification.
Dependency Matrix
Required Modules
pyyamljsonschema
Components
scriptsreferences
💻 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: seed-generator Download link: https://github.com/fencio-dev/guard/archive/main.zip#seed-generator Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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