Teams Meeting Pipeline

Teams Meeting Pipeline

Use this skill whenever the user asks about Microsoft Teams meeting summaries, transcripts, recordings, action items, Graph subscriptions, or any operational question about the Teams meeting pipeline. Works in any language — the triggers below are examples, not an exhaustive list.

Everything operator-facing is a loki teams-pipeline subcommand run via the terminal tool. There are no new model tools for this pipeline — the CLI is the surface.

When to use this skill

The user is asking to:

• summarize a Teams meeting / extract action items / pull meeting notes
• check pipeline status, inspect a stored meeting job, or see recent meetings
• replay / re-run a stored job that failed or needs a fresh summary
• validate Microsoft Graph setup after changing env or config
• troubleshoot "meeting summary never arrived" or "no new meetings are ingesting"
• manage Graph webhook subscriptions (create, renew, delete, inspect)
• set up automated subscription renewal (see pitfall below)

Multilingual trigger examples (not exhaustive):

• English: "summarize the Teams meeting", "pipeline status", "replay job X"
• Turkish: "Teams meeting özetle", "action item çıkar", "toplantı notu", "pipeline durumu", "replay job"

Prerequisites

Before using the pipeline, verify these are set in ${LOKI_HOME:-~/.loki}/.env:

MSGRAPH_TENANT_ID=...
MSGRAPH_CLIENT_ID=...
MSGRAPH_CLIENT_SECRET=...

If any are missing, direct the user to the Azure app registration guide at /docs/guides/microsoft-graph-app-registration — they need an Azure AD app registration with admin-consented Graph application permissions before the pipeline will work.

Command reference

Status and inspection (start here)

loki teams-pipeline validate              # config snapshot — run first after any change
loki teams-pipeline token-health          # Graph token status
loki teams-pipeline token-health --force-refresh   # force a fresh token acquisition
loki teams-pipeline list                  # recent meeting jobs
loki teams-pipeline list --status failed  # only failed jobs
loki teams-pipeline show <job-id>         # full detail of one job
loki teams-pipeline subscriptions         # current Graph webhook subscriptions

Re-running / debugging

loki teams-pipeline run <job-id>          # replay a stored job (re-summarize, re-deliver)
loki teams-pipeline fetch --meeting-id <id>   # dry-run: resolve meeting + transcript without persisting
loki teams-pipeline fetch --join-web-url "<url>"   # dry-run by join URL
loki teams-pipeline fetch --join-web-url "<url>" --organizer-user-id <id>   # organizer-scoped lookup (required for /meet/ short URLs)

Subscription management

loki teams-pipeline subscribe \
  --resource communications/onlineMeetings/getAllTranscripts \
  --notification-url https://<your-public-host>/msgraph/webhook \
  --client-state "$MSGRAPH_WEBHOOK_CLIENT_STATE"

loki teams-pipeline renew-subscription <sub-id> --expiration <iso-8601>
loki teams-pipeline delete-subscription <sub-id>
loki teams-pipeline maintain-subscriptions            # renew near-expiry ones
loki teams-pipeline maintain-subscriptions --dry-run  # show what would be renewed

Decision tree for common asks

• User asks "why didn't I get a summary for today's meeting?" → start with list --status failed, then show <job-id> on the relevant row. If the job doesn't exist at all, check subscriptions — the webhook may have expired (see pitfall below).
• User asks "is setup working?" → validate, then token-health, then subscriptions. If all three pass, request a test meeting and check list for a fresh row.
• User asks "re-run summary for meeting X" → list to find the job ID, run <job-id> to replay. If it fails again, show <job-id> to inspect the error and fetch --meeting-id to dry-run the artifact resolution.
• User asks "add meeting X to the pipeline" → usually you don't — the pipeline is subscription-driven, not per-meeting. If they want a specific past meeting summarized, use fetch to pull transcript + run after a job is created.

Critical pitfall: Graph subscriptions expire in 72 hours

Microsoft Graph caps webhook subscriptions at 72 hours and will not auto-renew them. If maintain-subscriptions is not scheduled, meeting notifications silently stop arriving 3 days after any manual subscription creation.

When the user reports "the pipeline worked yesterday but nothing is arriving today":

1. Run loki teams-pipeline subscriptions — if it's empty or all entries show expirationDateTime in the past, that's the cause.
2. Recreate with subscribe as shown above.
3. Set up automated renewal immediately via loki cron add, a systemd timer, or plain crontab. The operator runbook at /docs/guides/operate-teams-meeting-pipeline#automating-subscription-renewal-required-for-production has all three options. 12-hour interval is safe (6x headroom against the 72h limit).

Other pitfalls

• Transcript not available yet. Teams takes some time after a meeting ends to generate the transcript artifact. fetch --meeting-id on a just-ended meeting may return empty. Wait 2-5 minutes and retry, or let the Graph webhook drive ingestion naturally.
• Delivery mode mismatch. If summaries are produced (list shows success) but nothing lands in Teams, check platforms.teams.extra.delivery_mode and the matching target config (incoming_webhook_url OR chat_id OR team_id+channel_id). The writer reads these from config.yaml or TEAMS_* env vars.
• Graph app permissions. A token acquires cleanly (token-health passes) but Graph API calls return 401/403 when permissions were added but admin consent wasn't re-granted. Have the user revisit the app registration in the Azure portal and click "Grant admin consent" again.

Related docs

Point the user to these when they need more depth than this skill covers:

• Azure app registration walkthrough: /docs/guides/microsoft-graph-app-registration
• Full pipeline setup: /docs/user-guide/messaging/teams-meetings
• Operator runbook (renewal automation, troubleshooting, go-live checklist): /docs/guides/operate-teams-meeting-pipeline
• Webhook listener setup: /docs/user-guide/messaging/msgraph-webhook