#Deduplication Strategy

Task Tracker avoids duplicate tasks by combining canonical identity and AI similarity matching.

#How It Works

1. Each intent has canonical.object and canonical.action
2. If an existing task has the same canonical pair, it is considered the same task
3. If canonical matching fails, the AI similarity check runs on slim task data

#When to Tune

• You see too many duplicates
• Similar tasks are incorrectly merged

#Tuning Options

• Adjust ai.similarity_threshold
• Improve canonical extraction in your prompt
• Ensure toSlimArray() includes the right identifiers

#Related Docs

• AI Overview
• Intents