Use case

Summarize a Slack channel's day with your AI agent

Your agent finds the Slack channel, reads today's messages and gives you a digest: what was decided, what questions are open and where you were mentioned. You catch up in a minute instead of scrolling.

by Jay4 min read

Contents

TL;DR

QuestionAnswer
What does it do?Your agent finds the Slack channel, reads today's messages and gives you a digest: what was decided, what questions are open and where you were mentioned.
Who is it for?People in busy channels who check Slack a few times a day, not all day.
What do I connect?Slack, once, with its own sign-in. ClawLink never sees your password.
What does it cost?About 2 tool calls on your plan. Starter includes 1,000 a month.
Does it work?slack_fetch_conversation_history succeeded on 99.7% of 2,305 calls on ClawLink in the last 30 days.
Which agents?OpenClaw, Hermes, Claude, Codex, ChatGPT and any MCP client connected to ClawLink.

How do you try it?

  1. Set up ClawLink once. Add it to your agent from the install page, then connect Slack.
  2. Send this prompt to your agent. Click the card to copy it.

It works the same in OpenClaw, Hermes, Claude and Codex.

How does the agent do it?

The agent makes 2 calls through ClawLink. You do not pick the tools: the agent finds them by searching ClawLink, reads their input schema and runs them.

Your agentClawLinkslack_find_channelsslack_fetch_conversation_hist…Slack
The calls your agent makes, in order. Tool names are the real ClawLink tool names.
StepToolWhat it doesCalls in 30 days
1slack_find_channelsFinds the channel id from its name.New
2slack_fetch_conversation_historyReads messages in a time range.2,305 (99.7% ok)

How often does this work on ClawLink?

We do not publish a sample run for this job: its output is somebody's own Slack. Instead, here is how the same tools performed for every ClawLink user from 2026-09-03 to 2026-10-03. A call counts as failed only when it reached Slack and came back with an error.

ToolCallsUsersSucceededAverage time
slack_fetch_conversation_history2,305399.7%1.8 s

How do you write the prompt?

  • Name the channel. "#general" or "#product"; the agent looks up the id.
  • Ask for open questions. The most useful part of a digest.
  • Several channels. List them; each is one read.

What can go wrong?

  • Threads. Replies in threads need extra reads. Ask the agent to open busy threads.
  • Private channels. The agent can read only channels your Slack connection can see.
  • Long days. A very busy channel returns pages of messages. Ask for a time window.

How does this compare with other ways to do it?

OptionHow it worksCostBest for
ClawLink + your agentOne prompt, a digest2+ tool calls on your planCatching up from your agent
Slack AI recapsBuilt into SlackPaid Slack add-onTeams already paying for it
Scroll the channelBy handFreeQuiet channels

Frequently asked questions

Can it post the digest to Slack?

Yes, the agent can send it to a channel you name, after you confirm.

Does it read DMs?

Only conversations your connection can access.

Does ClawLink keep the messages?

No.

What does it cost?

Two or more tool calls on your plan.

Can it run every evening?

Yes, schedule the prompt.

Keep reading

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Summarize a Slack channel's day with your AI agent