wizard

name	wizard
description	The ultimate data integrator. Orchestrates transcription, translation, NLP analysis, and Croissant serialization into a single automated pipeline.

Wizard Skill

The Wizard skill is the high-level conductor of the Croissant Toolkit. It automates the entire journey from a raw data source (like a YouTube video or a foreign-language document) to a fully compliant and enriched Croissant JSON-LD file.

Workflow

1. Acquisition: Fetches content via Transcriber (for videos) or reads local files.
2. Harmonization: Passes content through the Translator to ensure it's in English and refined.
3. Intelligence: Uses the NLP Expert (via the Croissant Expert integration) to automatically detect creators, locations, and dates.
4. Finalization: Generates the standardized Croissant JSON-LD file in ./data/croissant/.

Tools

1. The Automated Pipeline

Runs the full integration flow on any provided content or URL.

Usage:

# Process a YouTube video into a Croissant file
python3 wizard/scripts/wizard.py "https://www.youtube.com/watch?v=VIDEO_ID" "My Dataset Name"

# Process a local file
python3 wizard/scripts/wizard.py ./data/my_notes.txt "Notes Dataset"

# Process raw text
python3 wizard/scripts/wizard.py "Long description of my dataset..." "My Dataset"

Capabilities

• Multi-Skill Orchestration: Zero-config coordination between Transcriber, Translator, NLP, and Croissant skills.
• Smart Detection: Automatically handles YouTube URLs vs. local files vs. raw strings.
• Auto-Enrichment: Always applies NLP analysis to maximize metadata quality.