While you sleep: a quieter way to catch up

Coming back to work after time away often involves piecing together what occurred while you were absent. A single note can be added, an appointment inserted, or references accumulated. These individual actions may seem inconsequential individually, but collectively they could alter your initial priorities. Ideally, your system should retain these modifications without necessitating constant monitoring.

When you return, there should be a convenient area to address the updates. Rather than a guarantee that an agent has completed your task, you require a concise recap to help identify the next piece of the puzzle. This overview explores a feature within Micelclaw that achieves this objective: the activity digest, its evolution, and its capability for quiet operation.

The digest is distinct from other subsystems, such as the background AI that operates during sleep hours. While a digest can run at any time, the background engine has specific conditions. The demonstration utilizes fictional data from a test user's account, with the digest cycle executed during daytime hours. A community event, named Harbor Lights, is utilized for illustrative purposes.

The event involves confirming venue access, reviewing a supplier quote, preparing a rain plan, and scheduling a crew briefing in the calendar. Two links point to reference materials, but no actual customers, bookings, weather forecasts, or purchases are involved. Three notes, one calendar appointment, and two bookmarks are added, resulting in six new records across three modules.

These additions do not include fabricated emails or invitations to create a visually busy screen. The bookmarks utilize placeholder example.com addresses and the supplier note clarifies the difference between information and action. All three notes follow a pattern of providing a succinct title and explaining the situation in detail.

When the digest is generated, the history entry reports six changes, categorizing them into Notes, Events, and Bookmarks. A delivery time is displayed, along with an alert level and the number of changes. The summary offers a generated overview, and a suggested next step is provided, pointing to reviewing the supplier quote before proceeding.

This suggestion is distinct from taking any action, such as approving the quote or communicating with the supplier. The digest system retains a separate history, allowing you to revisit the records without merging their contents into a single document. The digest output is available in both Spanish and English, preserving the timestamp, change count, alert level, domains, and any date errors.