Ai-first-toolkit meeting-prep

Comprehensive pre-meeting briefing that gathers all relevant context from Slack, email, Google Docs, Notion, and calendar. Produces a structured prep document so the manager walks into every meeting fully prepared. Supports thorough meeting preparation.

install
source · Clone the upstream repo
git clone https://github.com/techwolf-ai/ai-first-toolkit
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/techwolf-ai/ai-first-toolkit "$T" && mkdir -p ~/.claude/skills && cp -r "$T/plugins/people-management/skills/meeting-prep" ~/.claude/skills/techwolf-ai-ai-first-toolkit-meeting-prep && rm -rf "$T"
manifest: plugins/people-management/skills/meeting-prep/SKILL.md
source content

Meeting Prep

Principle: "Narrow scope, high impact." One meeting, one thorough brief. No guessing, only sourced context.

Gathers context from all connected sources for a specific upcoming meeting and produces a structured briefing.

When to Use

  • Before any meeting (1:1s have their own skill, use
    /prep-one-on-one
    instead)
  • When the manager says "prep me for [meeting]", "what do I need to know for [meeting]"
  • Can be invoked for the next upcoming meeting or a specific one by name/time

Instructions

If any MCP connector is unavailable, follow the connector unavailability protocol in

../../references/operating-principles.md
.

1. Identify the Meeting

If not specified, check Google Calendar for the next upcoming meeting.

If specified by name or time, search calendar for the matching event.

Extract from the calendar event:

  • Title
  • Time and duration
  • Attendees (names and emails)
  • Location/link
  • Description/agenda (if present)
  • Attached documents (if any)

If no matching meeting is found:

I couldn't find a meeting matching "[query]" on your calendar.
Could you clarify which meeting you mean? Your upcoming meetings are:
- [list next 5 meetings with times]

2. Load Manager Context

Read from

manager-context/
(created by /setup):

  • manager-profile.md
    for team members and stakeholders
  • terminology.md
    for decoding any internal terms
  • sources.md
    for known data locations

If manager-context doesn't exist, note this:

⚠️ No manager context found. Run /setup first for richer meeting prep.
Proceeding with what I can find from sources directly.

3. Gather Attendee Context

For each attendee, search across sources:

Slack:

  • Recent messages from/by this person (last 7 days)
  • Threads they've been active in that relate to meeting topics
  • Any messages that mention the meeting topic

Gmail:

  • Recent email threads with this person (last 14 days)
  • Especially any threads that include multiple meeting attendees

Google Drive:

  • Shared documents with this person
  • Docs recently edited by them that relate to meeting topics

Notion:

  • Pages authored or edited by them recently
  • Any decision logs or project pages relevant to the meeting

From manager-context (if available):

  • Their role, team, and relationship to the manager
  • Any known context from previous interactions

4. Gather Topic Context

Based on the meeting title, description, and agenda:

Identify key topics from the meeting title and description.

For each topic, search:

  • Slack for recent discussions (last 14 days)
  • Notion for related pages, decisions, project status
  • Google Drive for related documents (pre-reads, previous meeting notes)
  • Gmail for related threads

5. Find Previous Meeting Notes

Search for prior instances of this meeting:

  • Google Drive: Search for docs matching the meeting name + "notes", "minutes", "recap"
  • Notion: Search for pages matching the meeting name

If found, extract:

  • Action items from the last meeting
  • Decisions made
  • Open questions carried forward

6. Produce the Briefing

Read

references/output-template.md
for the full output template structure.

7. Present to Manager

Share the briefing and offer follow-up:

Here's your prep for [meeting]. Anything you'd like me to dig deeper on?

Important Notes

Read

../../references/operating-principles.md
for shared operating principles (data scope, DM flagging, signals vs diagnoses, connector unavailability).

Additional notes specific to this skill:

  • Don't draft talking points as scripts. Frame as prompts: "You might want to discuss..." not "Say this..."
  • If context is thin, say so: "I found limited context for this meeting."
  • 1:1 meetings: Redirect to
    /prep-one-on-one
    which has deeper team-member-specific logic.