micsapp TwinMind Core Workflow B: Action Items & Follow-ups
Contents
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 Follow-up
Wire everything in runFollowUpWorkflow(): extract action items, create tasks in external system, then send or schedule follow-up email to attendees.
See detailed implementation for complete ActionItemExtractor, FollowUpAutomation, task integrations, and orchestration code.
Output
- Extracted action items with assignees and due dates
- Tasks created in project management tool
- Follow-up email sent or scheduled
- Complete audit trail
Error Handling
| Error | Cause | Solution |
|---|---|---|
| No action items found | Transcript too vague | Verify meeting had clear action items |
| Task creation failed | Invalid project/team ID | Check integration credentials |
| Email send failed | Invalid recipients | Verify email addresses |
| Assignee not found | Name mismatch | Map speakers to user accounts |
Examples
Basic usage: Apply twinmind core workflow b to a standard project setup with default configuration options.
Advanced scenario: Customize twinmind core workflow b for production environments with multiple constraints and team-specific requirements.
Supported Integrations
| Service | Tasks | Due Dates | Assignees | Priority |
|---|---|---|---|---|
| Asana | Yes | Yes | Yes | No |
| Linear | Yes | Yes | Yes | Yes |
| Jira | Yes | Yes | Yes | Yes |
| Notion | Yes | Yes | Yes | No |
Resources
Next Steps
For troubleshooting issues, see twinmind-common-errors.