twinmind-core-workflow-b

# TwinMind Core Workflow B: Action Items & Follow-ups ## Contents - [Overview](#overview) - [Prerequisites](#prerequisites) - [Instructions](#instructions) - [Output](#output) - [Error Handling](#error-handling) - [Examples](#examples) - [Resources](#resources) ## Overview Secondary workflow for extracting action items with priority/assignee inference, automating follow-up emails, and syncing tasks to project management tools (Asana, Linear, Jira). ## Prerequisites - Completed `twinmind-core-workflow-a` (transcription) - Valid transcript or summary available - Integration tokens for external services (optional) ## Instructions ### Step 1: Extract Action Items Build `ActionItemExtractor` that calls TwinMind's `/extract/action-items` endpoint with options for context inclusion, speaker-based assignment, and due date inference. Auto-classify priority (high/medium/low) from keywords and categorize items (Review, Development, Communication, Meetings, Documentation). ### Step 2: Automate Follow-up Emails Create `FollowUpAutomation` with `generateFollowUp()` (AI-generated email with summary + action items), `sendFollowUp()` (immediate send), and `scheduleFollowUp()` (delayed send). ### Step 3: Integrate with Task Management Implement a `TaskIntegration` interface with `createTask()` and `updateTask()`. Build concrete integrations for Asana (REST API) and Linear (GraphQL) with priority mapping. Use factory pattern via `getTaskIntegration()`. ### Step 4: Orchestrate Complete F...