App workflow tutorial

Triage Gmail and Post a Priority Digest to Slack

Every Gmail message is classified, labelled, and archived by an agent so your Slack digest shows only what needs your attention, reviewed before it posts.

100hrs/yr
~12min/run
10×weekly
Apps in this workflow
Agent operating room
Read, decide, write
Review gated

Triggered when The agent checks Gmail within about a minute of a new message arriving, or on a scheduled inbox sweep.

1

New Gmail message arrives or a scheduled inbox sweep begins

trigger
2

Classify each message by priority and topic

read
3

Apply the matching Gmail label and archive noise messages

write
4

Recall VIP senders and current priorities from memory to sharpen the ranking

read

Approve the digest before it posts to Slack

Confirmation
6

Post the priority inbox digest to Slack

write
~12min/run
10×per week
100hrs/yr

Gmail fills up faster than any one person can sort it, and the cost of missing an urgent message buried under newsletters and notifications is real. Actionist closes the gap: an agent reads each incoming Gmail message, classifies it by priority and topic, applies the matching label, archives the noise, and prepares a priority inbox digest for your review before posting it to Slack. The result is an inbox that stays clean and a Slack channel that only surfaces what actually needs a reply.

Because the agent operates Gmail and Slack directly, it fits the workflow your team already uses. It does not need a rigid folder structure or a special email format. It reads the message, recalls your VIP senders and current priorities from memory, drafts the digest, and waits for a human to approve before anything posts to Slack. The apps shown here are Gmail and Slack as examples. You can build a custom agent for any email provider or messaging platform your team runs on.

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Overview

What this automation does, end to end

The agent checks Gmail within about a minute of a new message arriving, or on a scheduled inbox sweep.

Runs within about a minute
read
Step 2
Actionist
Classify each message by priority and topic
read
Step 4
Actionist
Recall VIP senders and current priorities from memory to sharpen the ranking
Confirmation
Step 5
Human
Approve the digest before it posts to Slack
Saved per run
12 min
Runs / week
~10×
The inbox is sorted and the priority digest is waiting in Slack before you open your email.
The Workflow

See how this Automation works

  1. 1
    Gmail
    Trigger
    Step 1

    New Gmail message arrives or a scheduled inbox sweep begins

    Connect Gmail to Actionist once and the agent picks up new messages within about a minute of arrival, or at whatever sweep cadence you set. There is no manual export or copy-paste. Every message that lands in your inbox becomes an input for the triage run, so the agent handles the volume you cannot.

  2. 2
    Actionist
    Read
    Step 2

    Classify each message by priority and topic

    The agent reads the full message, not just the subject line, and assigns each one to a priority tier: urgent (needs a reply today), needs reply (can wait 24 hours), FYI (no action required), or noise (marketing, automated alerts, or low-signal threads). It also tags the topic so labels are consistent across runs and easy to filter later.

  3. 3
    Gmail
    Write
    Step 3

    Apply the matching Gmail label and archive noise messages

    For every classified message, the agent applies the correct Gmail label (urgent, needs reply, FYI) and moves any noise straight to the archive so the inbox stays clean. Labels are created from your own naming convention if they do not already exist. Nothing is deleted, just organised, so you can always find an archived message if context changes.

  4. 4
    Actionist
    Read
    Step 4

    Recall VIP senders and current priorities from memory to sharpen the ranking

    Before finalising the digest, the agent checks its memory: which senders you have flagged as VIPs, which projects are live this week, and what was in last week's digest so repeat threads are not flagged as urgent twice. This context is what makes each sweep reflect how you actually work, not a generic ruleset that treats every newsletter the same as a message from your CEO.

  5. Human
    ConfirmationOptional
    Step 5

    Approve the digest before it posts to Slack

    You see the proposed digest in one place: the urgent messages, the reply queue, and a count of what was filed. You can bump an item up, remove a false positive, or approve everything in one click. Nothing reaches Slack until you sign off. This step is optional: because labelling emails and posting a digest are internal and non-destructive operations, you can switch the agent to a full-auto approval mode and let the digest post on a schedule without a daily confirmation.

  6. 6
    Slack
    Write
    Step 6

    Post the priority inbox digest to Slack

    Once approved, the agent posts the digest to your chosen Slack channel: a short list of what needs a reply today, what is waiting, and what was filed. The format is the same every time so the team knows where to look. Because the digest only goes out after the labelling step has run, it reflects the cleaned inbox, not the raw flood.

Before & after

By hand vs. with the agent

Without Actionist

What you do manually today

With Actionist

What your agent runs for you

  • Executive office
    80 min / week
    Open every message to decide if it matters

    An EA or executive opens each Gmail message in turn and manually decides whether it needs a reply, is for reference, or can be deleted.

    Executive office Agent
    0 min
    Agent classifies the full inbox in one sweep

    The agent reads and ranks every message, applies labels, and archives noise without opening a single tab.

  • Admin office
    40 min / week
    Apply labels and filing rules by hand

    Someone drags messages into folders or applies labels one at a time, then forgets to keep the rules consistent as senders and projects change.

    Admin office Agent
    0 min
    Labels applied automatically with memory-backed rules

    The agent applies the right label every run based on classification and recalled context, so rules stay consistent without maintenance.

  • Operations
    40 min / week
    Write a morning briefing summary manually

    A team lead or EA composes a daily summary of what needs attention and pastes it into Slack, which takes time and happens after the inbox is already chaotic.

    Operations Agent
    0 min
    Auto-generate and post the approved digest

    The agent drafts the digest from the sweep results and posts it to Slack only after review, so the briefing is ready before the workday starts.

+ 100s of other automations
Average monthly
11 hrs / person / month
Calculator

Calculate what your team saves

Team size
3 people
Hourly rate
$55 / hr
Hours saved / week
8
Hours saved / year
405
Annual ROI
$22,275

Based on typical team usage — the visible tasks plus a few other automations the agent runs: ~2.7 hrs / person / week of admin work automated.

Impact

What this saves your team

0
Hours saved per week
Per month
8 hrs
Per year
100 hrs
  • 100h

    Annual inbox-sorting time removed

    Based on twice-daily sweeps across a five-day week and about 12 minutes of manual triage and labelling saved per run.

  • Urgent messages surface reliably

    Every sweep classifies the full inbox, so high-priority messages are flagged and appear in the Slack digest before the noise can bury them.

  • The inbox stays permanently organised

    Labels and archiving run on every sweep, not just when someone finds time, so the inbox never reverts to an unsorted pile.

  • Approval before anything posts

    The digest pauses for a human review step, so no message lands in Slack without a quick sanity check on the classification.

6
Run steps
Trigger, classify, label and archive, recall memory, approve, post digest
1
Human checkpoint
Approval before the Slack digest posts
~12m
Saved per sweep
Manual triage, labelling, and briefing writing

See this automation run on your stack

Book a personalised demo and watch an Actionist agent do it with your apps, live.

Controls

How it works, and how you stay in control

  • trigger

    Starts from a new Gmail message or a scheduled sweep

    The agent runs each time a Gmail message arrives or on a scheduled inbox sweep you set, so triage begins from the email activity your team already generates.

    Read the docs
  • memory

    Remembers VIP senders and active priorities

    Saved context lets the agent rank messages against your real priorities and flag the senders that matter most, without resetting to a generic ruleset each run.

    Read the docs
  • approval

    Waits for your review before posting to Slack

    The digest is staged for a human approval step so you can adjust the ranking, remove a false positive, or approve everything before anything reaches your Slack channel.

    Read the docs
  • app-connection

    Operates Gmail and Slack directly

    Instead of asking anyone to copy details between tools, the agent reads Gmail messages, writes labels, archives messages, and posts the Slack digest itself.

    See Actionist App Store
Actionist ecosystem

Who automates this with Actionist

App stack

How each app plays a role

GmailTrigger

Your inbox, automated — send, label, and reply on autopilot

View Gmail automations
SlackWrite

Your team's nerve center — now with an agent inside

View Slack automations
FAQ

Questions about this workflow

Does it work directly with Gmail?
Yes. You connect Gmail to Actionist once and the agent reads incoming messages directly, within about a minute of arrival, without any manual export, forwarding rule, or copy-paste step.
What gets posted to Slack?
The agent posts a short priority digest: the messages that need a reply today, the ones that can wait, and a count of what was labelled and filed. The format is the same every run so the team knows what to expect.
Will it post to Slack without my review?
No, not by default. The agent prepares the digest and waits for you to approve, adjust the ranking, or remove a false positive before anything reaches Slack. You can switch to a full-auto mode for non-destructive inbox operations, but the gate is on by default.
What Gmail labels does it apply?
The agent uses your existing label names or creates them from a convention you set (for example, urgent, needs-reply, FYI). Labels and archiving rules are backed by the agent's memory, so they stay consistent across runs without manual maintenance.
How fast does a triage sweep run?
The agent picks up new Gmail messages within about a minute of arrival. For scheduled sweeps, it runs at the cadence you set, such as twice a day, and completes the full classify, label, and digest cycle before notifying you for approval.
Can it post the digest to a different channel or tool?
The digest posts to Slack. You choose which Slack channel receives it, and you can run separate sweeps that post to different channels for different inboxes or teams.
Can I build a custom agent for a different email provider?
Yes. The Gmail and Slack setup shown here is an example. You can build a custom Actionist agent for any email platform or messaging tool your team uses, with the same triage, labelling, and digest logic.
Get started

See your inbox sorted and briefed automatically

Book a free demo and watch an Actionist agent triage your Gmail, apply labels, and deliver a priority digest to Slack.