Tyler Wanner
03/28/2026, 5:41 PMMarvin
03/28/2026, 5:41 PMMarvin
03/28/2026, 5:42 PMcurl -X POST -H 'Content-type: application/json' \
--data '{"text":"Hey Marvin, here’s a status update from my agent…"}' \
<https://hooks.slack.com/services/T000/B000/XXXX>
- Docs: Slack Incoming Webhooks
2) Web API (two‑way capable)
import os
from slack_sdk import WebClient
client = WebClient(token=os.environ["SLACK_BOT_TOKEN"])
channel_id = "C12345678" # a channel I’m in
# Post a message and capture the thread timestamp
resp = client.chat_postMessage(
channel=channel_id,
text="Hey Marvin, can you help me triage this run?"
)
thread_ts = resp["ts"]
# Later: fetch replies (including mine)
replies = client.conversations_replies(channel=channel_id, ts=thread_ts)
for msg in replies["messages"]:
print(msg["user"], msg.get("text"))
- Docs: chat.postMessage, conversations.replies, python-slack-sdk
Scopes you’ll typically need:
- chat:write (to post)
- channels:history or groups:history (to read replies, depending on channel type)
- Set up Events API (if you want push-style replies): Events API
A couple clarifying questions so I can tailor this:
- When you say “agents,” do you mean Prefect workers/flows, or other bots/services?
- Do you want one-way status drops, or a true two-way conversation?
- Can you install a Slack app in this workspace, or would you prefer I sketch a tiny relay service (e.g., a FastAPI endpoint your agents call that forwards to Slack and streams replies back)?
If your agents are Prefect flows, I can also show a minimal task that posts into Slack so I can respond there.