proactive-checkin

Automate proactive check-ins by evaluating memory lookup results, recent session activity, and instruction checks to determine relevance. It logs outreach decisions with timestamps to maintain a defined cadence and ensure timely engagement.

Proactive messaging with memory housekeeping evaluates memory lookup results, recent sessions, and instruction checks to decide whether to reach out. It logs decisions with timestamps and performs memory cleanup to keep data current.

Set up automated memory cleanup and instruction checks by running a proactive check-in that evaluates memory lookup results and recent session activity. The system logs decisions with timestamps and performs light housekeeping to keep data current.

Yes, proactive check-in operates without external dependencies or components. It relies entirely on internal memory lookups, recent session data, and activity logs stored locally to evaluate outreach timing and perform housekeeping.

The activity log tracks proactive outreach decisions by recording a timestamp and outcome for each check-in. It uses recent session data and memory lookups to evaluate relevance, logging the final decision to maintain a defined cadence.

Use automated proactive check-ins when you need to evaluate ongoing work, reminders, or memory triggers across multiple sessions. It ensures timely engagement by preferring to message when in doubt and performing housekeeping automatically.