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Teams Meeting Pipeline · aivrar | DecimalAI

productivityby aivrar

Teams Meeting Pipeline

aivrar/teams-meeting-pipeline

Source aivrar/portable-hermes-agent ↗License MIT

Teams meeting summaries, job replay, Graph subscriptions.

SkillScore83Maintained

Automatic

DevOps & SRE pack

Last verified 9/29/2026

What it changes

Passed 17 of 21 test cases with the skill, and 4 of 21 without it.

Without skill17%

With skill83%

Checks it passed that the model alone missed

Specifies running hermes teams-pipeline run job-9942.
Specifies running hermes teams-pipeline show job-554.
Specifies running hermes teams-pipeline subscriptions.

and 16 more in the full report

16 fixed4 passed either way4 still failing0 broke

Pass-rate lift: +67 pp
Tokens: +24%
Agent turns: 0%
Response time: -55%

Model gemini-3.6-flashMeasured 9/29/2026v120 of 24 cases passed with skill · 21 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/aivrar-teams-meeting-pipeline/SKILL.md https://app.decimal.ai/s/aivrar-teams-meeting-pipeline/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add aivrar-teams-meeting-pipeline, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/aivrar-teams-meeting-pipeline/ and pins it in .decimal/skills.lock

decimalai skills add aivrar-teams-meeting-pipeline

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/aivrar-teams-meeting-pipeline/SKILL.md https://app.decimal.ai/s/aivrar-teams-meeting-pipeline/SKILL.md

Raw file: /s/aivrar-teams-meeting-pipeline/SKILL.md ↗ · machine-readable summary at /s/aivrar-teams-meeting-pipeline.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 16 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 16

Prompt

We have an obsolete Graph subscription with ID 'sub-7712-abc' that is sending webhooks to an old server. What command permanently deletes this subscription?

What was checked, without and with the skill
Checked	Without skill	With skill
Specifies running hermes teams-pipeline delete-subscription sub-7712-abc.	Missed	Passed

case-14 · gemini-3.6-flash · 9/29/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md99 linessingle file

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 hermes 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 ${HERMES_HOME:-~/.hermes}/.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)

hermes teams-pipeline validate              # config snapshot — run first after any change
hermes teams-pipeline token-health          # Graph token status

Track record

Benchmark

17 / 21

test cases passed, vs 4 / 21 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v5 — 9/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

aivrar / portable-hermes-agent

skills/productivity/teams-meeting-pipeline/SKILL.md

View on GitHub ↗

License MITImported 9/3/2026Version v1

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

nousresearch/teams-meeting-pipelineTeams meeting summaries, job replay, Graph subscriptions.Near-identical description+41 pp pass-rate lift

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Teams Meeting Pipeline

When to use this skill

Prerequisites

Command reference

Status and inspection (start here)

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills