Extract Action Items

Extract action items from a Fireflies transcript using parallel subagents. Catches items automated summaries miss.

Two modes:

• All attendees (default): No target specified — extract action items for every participant
• Single person: Target specified — extract action items for that person only

Phase 1: Determine Mode

Parse the user's invocation:

• If a target person is specified → single-person mode
• Otherwise → all-attendees mode

Extract the search criteria (date, keyword, or transcript ID) from the invocation.

Phase 2: Fetch & Preprocess (Subagent)

The transcript API returns a JSON array (or an MCP wrapper containing one). Extract to plain text before chunking.