Schema Inference Skill
CommunityIntelligent schema and type inference.
Data & Analytics#data analysis#type inference#data profiling#schema inference#constraint discovery#relationship detection
Authorksmuvva
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill automates the complex and time-consuming process of understanding data structures by automatically detecting schemas, inferring data types, identifying constraints, and uncovering relationships within datasets.
Core Features & Use Cases
- Automatic Schema Detection: Infers schemas from raw data files without explicit definitions.
- Intelligent Type Inference: Identifies primitive, complex, semantic, geographic, and business-specific data types.
- Constraint Discovery: Detects nullability, uniqueness, ranges, lengths, patterns, and enumerations.
- Relationship Inference: Uncovers foreign key, parent-child, and functional dependencies between fields.
- Use Case: When provided with a CSV file containing customer transaction data, this Skill can automatically determine that 'email' is an email type, 'order_id' is a unique identifier, 'country' is a categorical field with specific values, and that 'postal_code' functionally determines 'city' and 'state'.
Quick Start
Use the schema inference skill to analyze the file 'customer_data.csv' and infer its schema.
Dependency Matrix
Required Modules
None requiredComponents
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: Schema Inference Skill Download link: https://github.com/ksmuvva/Synthetic-data-generator/archive/main.zip#schema-inference-skill Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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