orchestrate-scheduling

name	orchestrate_scheduling
description	Resolves scheduling conflicts between email requests and calendar availability, prioritizing meeting requests over blue (flexible) blocks.

1. Availability Modeling: Create a timeline representing the working day. Mark all "busy" blocks (from pdf_calendar_parser) as unavailable.
2. Constraint Resolution:
   • Sort meeting requests by priority or chronologically.
   • For each request:
     • Check for gaps of duration >= meeting_duration.
     • Treat "blue/flexible" blocks as available space.
     • Check for overlaps with "busy" blocks.
   • Use a greedy algorithm to assign the earliest available slot that satisfies the meeting_duration and recipient constraints.
3. Output Generation:
   • Format dates as {day_name}, {month} {DD}, {YYYY} and times as {HH:MM AM/PM} - {HH:MM AM/PM}.
   • Generate /root/reply_{messageID}.txt using the required template.
   • Compile a list of successfully scheduled requests for results.json in the specified format.