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Task Automation Agent

Overview

The Task Automation Agent automatically creates, updates, and manages tasks in Jira, Asana, or Trello based on meetings, documents, and conversations.

Workflows

Meeting → Tasks

Meeting action items →
Extract task details →
Create tickets:
  - Title from action
  - Assignee from mention
  - Due date from context
  - Link to source →
Notify assignees

Document → Tasks

Upload requirements doc →
AI extracts tasks →
Create checklist →
Assign to team →
Track progress

Conversation → Tasks

Chat with AI about project →
AI suggests tasks →
User approves →
Tasks created →
Team notified

Configuration

yaml
task_automation:
  triggers:
    - meeting.completed
    - document.uploaded
    - keyword.detected
    
  task_creation:
    default_project: PROD
    assignee_mapping: auto
    priority_detection: true
    due_date_parsing: true
    
  integrations:
    - type: jira
      project: PROD
      issue_type: Task
    - type: slack
      notify_channel: "#tasks"

Smart Features

Auto-Assignment:

  • Detect mentions in transcript
  • Match email to project tool
  • Fallback to team lead
  • Load balancing option

Priority Detection:

  • Keywords: "urgent", "asap", "critical"
  • Context analysis
  • Deadline proximity
  • Business impact

Dependency Tracking:

  • Detect blocking relationships
  • Link related tasks
  • Set proper order
  • Alert on conflicts

Metrics

  • Tasks created: 247/month
  • Auto-assigned: 89%
  • Manual corrections: 11%
  • Time saved: 15 hours/week

Next Steps


Last Updated: October 11, 2025

Released under the MIT License.