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Operate the Teams Meeting Pipeline

تشغيل خط اجتماعات Teams

Intermediate6 min readLesson 334 questions✓ 2026-08-18
Before you read

What this page is, and what it holds.

This page covers Operate the Teams Meeting Pipeline. You will use hermes teams-pipeline validate and hermes teams-pipeline subscriptions here; about 6 minutes to read. Open the channel to yourself first with an allowlist. An open channel means anyone can message your agent.

8sections
17code examples
3tables
7commands
967source words
The official one-line description

Runbook, go-live checklist, and operator worksheet for the Microsoft Teams meeting pipeline

What you will be able to do

Outcomes taken from this page, not a template.

  • Understand what بوابة المراسلة is and when you need it.
  • Run hermes teams-pipeline validate and hermes teams-pipeline subscriptions and understand what happens next.
  • Read the table and take only the row that applies to you.
  • Set MSGRAPH_WEBHOOK_CLIENT_STATE in the right place.
Identifiers you will meet

Exactly as they appear in Hermes.

Commands
  • hermes teams-pipeline validate
  • hermes teams-pipeline subscriptions
  • hermes teams-pipeline run
  • hermes teams-pipeline fetch
  • hermes teams-pipeline maintain-subscriptions
  • hermes cron create
  • hermes teams-pipeline show
Environment variables
  • MSGRAPH_WEBHOOK_CLIENT_STATE
Page map

Jump to the part you need.

  1. 01Core Operator Commands
  2. 02Routine Runbook
  3. 03Failure Triage
  4. 04Go-Live Checklist
  5. 05Delivery-Mode Decision Guide
  6. 06Operator Worksheet
  7. 07Change Review Worksheet
  8. 08Related Docs
The full official page

Nothing summarised away.

The documentation body below is reproduced from the official source so commands and identifiers stay exact. Each section carries a short note describing what it contains.

Use this guide after you have already enabled the feature from Teams Meetings.

This page covers:

  • operator CLI flows
  • routine subscription maintenance
  • failure triage
  • go-live checks
  • rollout worksheet

Core Operator Commands

Ordered, practical steps. Run one and confirm it worked before moving on. Commands here: hermes cron status, hermes teams-pipeline subscriptions.

Validate the config snapshot

Shell1 line
hermes teams-pipeline validate

Use this first after any config change.

Inspect token health

Shell2 lines
hermes teams-pipeline token-health
hermes teams-pipeline token-health --force-refresh

Use --force-refresh when you suspect stale auth state.

Inspect subscriptions

Shell1 line
hermes teams-pipeline subscriptions

Renew near-expiry subscriptions

Shell2 lines
hermes teams-pipeline maintain-subscriptions
hermes teams-pipeline maintain-subscriptions --dry-run

Automating subscription renewal (REQUIRED for production)

Microsoft Graph subscriptions expire in at most 72 hours. If nothing renews them, meeting notifications silently stop after 3 days and the pipeline looks "broken." This is the #1 operational failure mode for any Graph-backed integration.

You MUST run maintain-subscriptions on a schedule. Pick one of these three options:

Hermes ships a built-in cron scheduler. The --no-agent mode runs a script as the job (rather than using an LLM), and --script must point at a file under ~/.hermes/scripts/. First create the script:

Shell6 lines
mkdir -p ~/.hermes/scripts
cat > ~/.hermes/scripts/maintain-teams-subscriptions.sh <<'EOF'
#!/usr/bin/env bash
exec hermes teams-pipeline maintain-subscriptions
EOF
chmod +x ~/.hermes/scripts/maintain-teams-subscriptions.sh

Then register a script-only cron job that runs every 12 hours (gives 6x headroom against the 72h expiry window):

Shell5 lines
hermes cron create "0 */12 * * *" \
  --name "teams-pipeline-maintain-subscriptions" \
  --no-agent \
  --script maintain-teams-subscriptions.sh \
  --deliver local

Verify it was registered and inspect the next run time:

Shell2 lines
hermes cron list
hermes cron status        # scheduler status

Create /etc/systemd/system/hermes-teams-pipeline-maintain.service:

INI9 lines
[Unit]
Description=Hermes Teams pipeline subscription maintenance
After=network-online.target

[Service]
Type=oneshot
User=hermes
EnvironmentFile=/etc/hermes/env
ExecStart=/usr/local/bin/hermes teams-pipeline maintain-subscriptions

And /etc/systemd/system/hermes-teams-pipeline-maintain.timer:

INI10 lines
[Unit]
Description=Run Hermes Teams pipeline subscription maintenance every 12 hours

[Timer]
OnBootSec=5min
OnUnitActiveSec=12h
Persistent=true

[Install]
WantedBy=timers.target

Enable:

Shell3 lines
sudo systemctl daemon-reload
sudo systemctl enable --now hermes-teams-pipeline-maintain.timer
systemctl list-timers hermes-teams-pipeline-maintain.timer
Option 3: Plain crontab
CRON1 line
0 */12 * * * /usr/local/bin/hermes teams-pipeline maintain-subscriptions >> /var/log/hermes/teams-pipeline-maintain.log 2>&1

Make sure the cron environment has the MSGRAPH_* credentials. Simplest fix: source ~/.hermes/.env at the top of a wrapper script that crontab calls.

Verifying renewal is working

After you've set up the schedule, check renewal activity after the first scheduled run:

Shell2 lines
hermes teams-pipeline subscriptions   # should show expirationDateTime advanced
hermes teams-pipeline maintain-subscriptions --dry-run   # should show "0 expiring soon" most of the time

If you ever see your Graph webhook mysteriously "stop working" after exactly ~72 hours, this is the first thing to check: did the renewal job actually run?

Inspect recent jobs

Shell3 lines
hermes teams-pipeline list
hermes teams-pipeline list --status failed
hermes teams-pipeline show <job-id>

Replay a stored job

Shell1 line
hermes teams-pipeline run <job-id>

Dry-run meeting artifact fetches

Shell2 lines
hermes teams-pipeline fetch --meeting-id <meeting-id>
hermes teams-pipeline fetch --join-web-url "<join-url>"

Routine Runbook

Commands you type in a terminal. Understand what one does before copying it. Commands here: hermes teams-pipeline validate, hermes teams-pipeline subscriptions.

After first setup

Run these in order:

Shell3 lines
hermes teams-pipeline validate
hermes teams-pipeline token-health --force-refresh
hermes teams-pipeline subscriptions

Then trigger or wait for a real meeting event and confirm:

Shell2 lines
hermes teams-pipeline list
hermes teams-pipeline show <job-id>

Daily or periodic checks

  • run hermes teams-pipeline maintain-subscriptions --dry-run
  • inspect hermes teams-pipeline list --status failed
  • verify the Teams delivery target is still the correct chat or channel

Before changing webhook URLs or delivery targets

  • update the public notification URL or Teams target config
  • run hermes teams-pipeline validate
  • renew or recreate affected subscriptions
  • confirm new events land in the expected sink

Failure Triage

Settings you configure once. Change one at a time so you can see what each does. Commands here: hermes teams-pipeline run. Set MSGRAPH_WEBHOOK_CLIENT_STATE in your environment, not in the chat.

No jobs are being created

Check:

  • msgraph_webhook is enabled
  • the public notification URL points to /msgraph/webhook
  • the client state in the subscription matches MSGRAPH_WEBHOOK_CLIENT_STATE
  • subscriptions still exist remotely and are not expired

Jobs stay in retry or fail before summarization

Check:

  • transcript permissions and availability
  • recording permissions and artifact availability
  • ffmpeg availability if recording fallback is enabled
  • Graph token health

Summaries are produced but not delivered to Teams

Check:

  • platforms.teams.enabled: true
  • delivery_mode
  • incoming_webhook_url for webhook mode
  • chat_id or team_id plus channel_id for Graph mode
  • Teams auth config if Graph posting is used

Duplicate or unexpected replays

Check:

  • whether you manually replayed a job with hermes teams-pipeline run
  • whether the sink record already exists for that meeting
  • whether you intentionally enabled a resend path in your local config

Go-Live Checklist

Settings you configure once. Change one at a time so you can see what each does. Commands here: hermes teams-pipeline validate. Set MSGRAPH_WEBHOOK_CLIENT_STATE in your environment, not in the chat.

  • [ ] Graph credentials are present and correct
  • [ ] msgraph_webhook is enabled and reachable from the public internet
  • [ ] MSGRAPH_WEBHOOK_CLIENT_STATE is set and matches subscriptions
  • [ ] transcript subscription is created
  • [ ] recording subscription is created if STT fallback is required
  • [ ] ffmpeg is installed if recording fallback is enabled
  • [ ] Teams outbound delivery target is configured and verified
  • [ ] Notion and Linear sinks are configured only if actually needed
  • [ ] hermes teams-pipeline validate returns an OK snapshot
  • [ ] hermes teams-pipeline token-health --force-refresh succeeds
  • [ ] maintain-subscriptions is scheduled (Hermes cron, systemd timer, or crontab — see Automating subscription renewal ↗). Without this, Graph subscriptions silently expire within 72 hours.
  • [ ] a real end-to-end meeting event has produced a stored job
  • [ ] at least one summary has reached the intended delivery sink

Delivery-Mode Decision Guide

Explains the idea itself. Read it slowly; the later sections build on it.

ModeUse whenTradeoff
incoming_webhookyou only need simple posting into Teamssimplest setup, less control
graphyou need channel or chat posting through Graphmore control, more auth and target config

Operator Worksheet

A lookup table. Do not read it all; find the row that applies to you.

Fill this out before rollout:

ItemValue
Public notification URL
Graph tenant ID
Graph client ID
Webhook client state
Transcript resource subscription
Recording resource subscription
Teams delivery mode
Teams chat ID or team/channel
Notion database ID
Linear team ID
Store path override, if any
Owner for daily checks

Change Review Worksheet

A lookup table. Do not read it all; find the row that applies to you.

Use this before changing the deployment:

QuestionAnswer
Are we changing the public webhook URL?
Are we rotating Graph credentials?
Are we changing Teams delivery mode?
Are we moving to a new Teams chat or channel?
Do subscriptions need to be recreated or renewed?
Do we need a fresh end-to-end verification run?
Knowledge check

4 questions answered by this page alone.

Every option is a real identifier from the Hermes documentation. The wrong ones are real too, just from other pages.

1. According to this lesson, which command does “scheduler status”?
2. According to this lesson, which command does “should show expirationDateTime advanced”?
3. Which of these environment variables actually appears in this lesson?
4. Which of these headings does not appear in this lesson?