data.transform

Transform data between different formats (JSON, YAML, XML, CSV) with validation and error handling

Overview

Purpose: Transform data between different formats (JSON, YAML, XML, CSV) with validation and error handling

Command: /data/transform

Usage

Basic Usage

python3 skills/data/transform/data_transform.py

With Arguments

python3 skills/data/transform/data_transform.py \
  --input_file_path "value" \
  --source_format "value" \
  --target_format "value" \
  --schema_path_(optional) "value" \
  --output-format json

Inputs

input_file_path
source_format
target_format
schema_path (optional)

Outputs

transformed_file
transformation_report.json

Artifact Metadata

Produces

transformed-data
transformation-report

Permissions

filesystem:read
filesystem:write

Implementation Notes

Support transformations between: - JSON ↔ YAML - JSON ↔ XML - JSON ↔ CSV - YAML ↔ XML - XML ↔ CSV Features: - Validate input against schema before transformation - Preserve data types during conversion - Handle nested structures appropriately - Report data loss warnings (e.g., CSV can't represent nesting) - Support custom transformation rules - Provide detailed error messages Output report should include: - Transformation success status - Source and target formats - Data validation results - Warnings about potential data loss - Transformation time and file sizes

Integration

This skill can be used in agents by including it in skills_available:

name: my.agent
skills_available:
  - data.transform

Testing

Run tests with:

pytest skills/data/transform/test_data_transform.py -v

Created By

This skill was generated by meta.skill, the skill creator meta-agent.

Part of the Betty Framework