Overview

Inbox tasks pile up with no clear priority or category, wasting your time and focus. This automation fetches tasks from a specified Todoist project, uses AI to classify them into predefined categories, and updates their priorities accordingly. It cuts manual sorting and enforces consistent task importance across your workflow.

The Impact

  • Slash Manual Sorting. Automatically categorize tasks without lifting a finger.
  • Enforce Priority Consistency. Sync task importance with your predefined project rules.
  • Reduce Inbox Clutter. Keep your Todoist inbox organized and actionable.
  • Save Cleanup Time. Focus on execution instead of triage.

Who This Is For

  • Individual Users Automate daily task categorization and priority setting to maintain focus.
  • Project Managers Standardize task importance in shared Todoist projects for team clarity.
  • Learners Automatically prioritize scattered learning, health, or housing tasks to ensure nothing vital slips.

How It Works

1
  1. Fetch Tasks
  2. Pull inbox tasks from the specified Todoist project using API credentials.
2
  1. Extract & Identify
  2. Parse each task's key data and check if it’s a subtask to decide processing flow.
3
  1. AI Categorization
  2. Use a large language model to classify tasks into predefined project categories or mark as "other".
4
  1. Map & Validate Priority
  2. Convert AI category to a priority level and confirm it’s valid for update.
5
  1. Update Todoist
  2. Push the new priority back to Todoist for tasks needing adjustment.

What You'll Need

Before using this template, make sure you have:

  • A valid Todoist API authentication token for authorized access.
  • The ID of the Todoist project you want to process, to scope task fetching.

How to Use

  1. Step 1. Enter Todoist API Key
  2. Provide your Todoist API token for authenticated API calls.

  3. Step 2. Specify Project ID
  4. Input the project ID whose tasks you want to organize and prioritize.

  5. Step 3. Run the Workflow
  6. Trigger the automation to fetch, categorize, and update task priorities automatically.

  7. Step 4. Monitor Execution
  8. Check logs or notifications for any errors and confirm smooth operation.

  9. Step 5. Verify Task Updates
  10. Review your Todoist project to ensure tasks are correctly categorized and prioritized.

FAQs

How does the workflow decide task categories?
It uses a large language model to classify task content against a predefined list of project categories, returning the matching category or "other".
What happens to subtasks in the inbox?
Subtasks are detected via their parent ID and can be optionally excluded or handled differently to avoid misclassification.
How are priorities assigned to tasks?
Each project category maps to a specific Todoist priority level, which the workflow assigns after AI categorization and validation.
Can I customize project categories and their priorities?
Yes, the "Define Project Mapping" node holds the category-to-priority mapping, which you can adjust to fit your needs.
What if a task doesn’t match any predefined category?
Such tasks are labeled as "other" and assigned a priority of zero, so they are left unchanged unless you update the mapping.
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