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MS Outlook + Teams Assistant

Track and nag about Microsoft Outlook email and (optionally) Microsoft Teams messages on a Windows machine, without relying on web versions. Use when the user asks to: (1) monitor inbox/mentions and remind them on Telegram/Teams until dismissed, (2) draft short, personable, low-jargon email replies from an existing Outlook thread, (3) surface action items from the last N days (default 7). Works via Outlook Desktop automation (COM) and optionally Microsoft Graph for Teams if configured.

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name: ms-outlook-teams-assistant description: "Track and nag about Microsoft Outlook email and (optionally) Microsoft Teams messages on a Windows machine, without relying on web versions. Use when the user asks to: (1) monitor inbox/mentions and remind them on Telegram/Teams until dismissed, (2) draft short, personable, low-jargon email replies from an existing Outlook thread, (3) surface action items from the last N days (default 7). Works via Outlook Desktop automation (COM) and optionally Microsoft Graph for Teams if configured."

MS Outlook + Teams Assistant (Desktop-first)

What this skill does

  • Inbox nagging (Outlook Desktop): find messages from the last 7 days that likely need a reply, then send reminders until dismissed.
  • Email reply drafting: produce concise drafts that match the user’s tone rules (conversational, spartan, polite; simple English; short; reduce redundancy; avoid em dashes).
  • Teams tracking (optional): if Microsoft Graph is configured and permitted by tenant policy, track recent Teams chat messages that likely need a reply and nag similarly.

Safety defaults

  • Do not auto-send emails or Teams messages.
  • Create drafts in Outlook, or paste drafts into Telegram for approval.
  • For reminders: send to Telegram by default; only send to Teams if explicitly enabled.

Setup (one time)

A) Outlook Desktop automation (recommended)

  1. Ensure Outlook Desktop is installed and signed in.
  2. Install the Python dependency (ask before doing this on the machine):
    • pip install pywin32
  3. Create a config file:
    • Copy references/config.example.jsonreferences/config.json and fill it.
    • IMPORTANT: Do not commit references/config.json if it contains personal IDs.

B) Teams via Graph (optional)

Only if you can create an Entra ID app registration and grant permissions.

  • Copy references/config.example.jsonreferences/config.json and fill teams.tenantId, teams.clientId, and teams.scopes.
  • Then run scripts/teams_scan.py once to complete Device Code sign-in.

See references/teams-graph-setup.md.

Core workflows

1) Scan and remind (Outlook)

Use scripts/scan_outlook.py.

1b) Scan Teams (Graph)

Use scripts/teams_scan.py.

Parameters:

  • --days 7 (default)

First run will print a device code sign-in message (follow it once).

Parameters:

  • --days 7 (default)
  • --mode report|telegram (default: report)
  • --max-items 200

Heuristics (editable in config):

  • Within last N days
  • Not from obvious broadcast sources
  • Prefer threads where user is To: (not only CC) OR subject/body contains direct asks
  • Prefer messages not replied by user (best-effort)

Output:

  • A list of actionable items with: subject, sender, received time, why it was flagged.

Then:

  • If --mode telegram, send a single concise reminder message with bullet items.

2) Dismiss / snooze an item

This skill uses a local state file to avoid nag loops.

  • Dismiss: add the message’s internetMessageId (or subject+timestamp fallback) to the dismissed list.
  • Snooze: store a snoozeUntil timestamp.

Use scripts/state.py helpers (or edit JSON directly if needed).

3) Draft an email reply (Outlook)

Use scripts/draft_reply.py.

4) Generate reminders (no send)

Use scripts/scan_all.py to update cached scan results, then scripts/remind.py to generate a Telegram-ready reminder message (it does not send). It applies:

  • 1:1 Teams → remind when needsReply=true
  • Group Teams → remind when mentionedMe=true AND needsReply=true
  • Outlook → remind for flagged items

The agent should send the output to Telegram if non-empty.

Inputs:

  • Either a message EntryID (preferred) or search by subject + recent window.

Behavior:

  • Extract the thread (best-effort) + key metadata.
  • Generate 2 drafts:
    • Short (2–5 sentences)
    • Normal (5–10 sentences)
  • Apply tone rules from references/writing-style.md.

Outputs:

  • Print drafts to stdout.
  • Optionally create an Outlook draft reply (no sending) if --create-draft is set.

When you need more context from the user

Ask only what you cannot infer:

  • Which email to reply to (subject / sender / when)
  • The user’s intent (agree/decline/ask for info/confirm timeline)
  • Any constraints (deadlines, attachments, names)

Keep questions minimal (max 3 at a time).

如何使用「MS Outlook + Teams Assistant」?

  1. 打开小龙虾AI(Web 或 iOS App)
  2. 点击上方「立即使用」按钮,或在对话框中输入任务描述
  3. 小龙虾AI 会自动匹配并调用「MS Outlook + Teams Assistant技能完成任务
  4. 结果即时呈现,支持继续对话优化

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