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Make an AI daily brief that tells you what changed

Build a source-backed daily brief from approved project notes, distinguish deadlines from suggestions, and flag stale or missing inputs before prioritizing work.

Clouds drifting through a mountain range.
Photography by Alessio Soggetti / Unsplash

The short answer

A useful daily brief shows what changed, what you have committed to and what you still need to find out.

Build a source-backed daily brief from approved project notes, distinguish deadlines from suggestions, and flag stale or missing inputs before prioritizing work.

Start with the decisions the brief should support

A morning brief should help you decide what needs attention today. If it summarizes every note or invents priorities nobody approved, it creates more review work. Choose the sources and the few questions you need answered first.

For an individual workflow, begin with an active-project note, a task list and the latest decision records. Add calendar or other service data only through an integration whose access and freshness you have verified. Calendar access depends on your agent and connections; Gigabrain does not include a calendar connector for this exercise.

Check when each input was last updated

InputRecord before using it
Task listLast confirmed update and completion state.
Project decisionsEffective date and superseding records.
Calendar exportExport time, time zone and covered dates.
Waiting-for listLast contact or review, without assuming a reply.

If yesterday's calendar export is the only input, say so. The brief can still help, but it should not present the export as a live view or conclude that an apparently empty slot is available.

Use a brief with four useful parts

Date and time zone: State explicitly
Inputs: Approved sources and their update times

1. Confirmed commitments today
   Item / owner / source / unresolved condition
2. What changed since the last reviewed brief
   Previous state / current state / evidence
3. Decisions waiting on you
   Question / options in the sources / missing evidence
4. Suggested next steps
   Clearly labeled proposals, with reasons

Gaps: Missing sources, stale inputs and ambiguous dates

Keep the suggestions separate from commitments. A task's overdue status alone does not make it the next priority. A busy calendar also cannot decide which project should take precedence.

Resolve dates from the source context

In a fictional Monday meeting, someone asks for a draft "tomorrow." A brief prepared Wednesday should not move the deadline to Thursday. Resolve the phrase from the meeting date and relevant time zone, then retain that interpretation with the source.

If the source date is unavailable or the wording is ambiguous, flag the deadline for confirmation. Do not hide uncertainty by choosing a plausible date. See the decision-log method for preserving approvals and conditions.

Check the brief before allowing actions

For the first few runs, compare each commitment with its source and inspect every reported change. Include a completed task, a superseded date and a missing source in a synthetic exercise. The brief should avoid resurrecting completed work or silently filling the gap.

Keep sending messages, editing calendars and changing task states outside the brief's authority unless separately approved. Try a briefing that only reads and summarizes first. See whether it helps before giving it permission to act or run on a schedule.

Build the loop around your actual work

Download the daily-brief template and run it manually on one project. Record which parts help you make a decision and remove sections you do not use.

Gigabrain provides persistent knowledge and tools for repeatable workflows. System lets you build loops; Pro includes the ready-made pack. Check the included loops and how to run them with your agent. You choose the sources and configure the schedule before it can run each day.

Make the first brief useful

Choose three inputs: today’s tasks, one project note and a recent meeting record. Draft a short brief with priorities and source links. Review it before enabling a schedule.

Today’s priority: ____
Supporting source: ____
Waiting on: ____
Needs a decision: ____

The Loop Pack includes the prepared automations. Choose their tools, permissions and schedule during setup. Explore the Loop Pack.

About this publication

Gigabrain Labs publishes practical guidance for people using file-capable AI agents. Our guides explain the product and link to supporting tests. We label practice exercises separately from recorded results.

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