talk-stage1-extract

To create a structured talk summary, ingest your raw article, transcript, or notes material to auto-detect the source type and generate a ready-to-use markdown summary file.

Extracting a presentation narrative arc involves reading the source material, determining whether it is a REX or Concept type, and tailoring the summary structure to match that detected format.

You need to provide essential metadata fields including slug, event, date, duration, and audience alongside your raw source material to produce a complete talk summary file.

Yes, the talk extraction process auto-detects both REX and Concept source types, automatically tailoring the narrative arc and summary output to fit the specific presentation format.

The output talk summary integrates by generating a structured markdown file at a standard file path, which serves as the direct input for downstream research and concept development stages.

Yes, you can summarize raw materials for various events and audiences by specifying those metadata fields during ingestion, ensuring the resulting talk summary matches your specific presentation context.