commitment-triage

To extract commitments from chat conversations, the system identifies implicit or explicit obligations in real-time chats and messaging, then converts them into structured signals for tracking. It automatically surfaces actionable deadlines without interrupting your conversation flow.

Conversation triage works by silently scanning messages to detect obligations and deadlines, creating pending signals that you can review. You promote these pending signals to open commitments or park them for later, ensuring durable records in a defined workspace schema.

Yes, you can track commitments from emails and Slack-like messages. The system applies signal detection across these platforms to capture obligations mentioned during conversations, appending them to memory to prevent lost context and missed deadlines.

To avoid duplicate commitment signals, the system uses memory tools to check existing records before appending new ones. This ensures that only unique obligations from conversations are created as pending signals or open commitments in your workspace.

The best way to review and organize extracted commitment signals is through a triage workflow. You evaluate pending signals, promote valid obligations to open commitments for immediate tracking, or park ideas for later evaluation.

Yes, you need memory tools to manage task commitments. They are required to check for duplicates, append newly detected signals, and create open commitments in a workspace with a defined schema for reliable follow-up.