Google Calendar Meeting Load Analyzer

AI-powered weekly team meeting load analysis — overload risk, deep work erosion, meeting bloat, schedule patterns, and capacity distribution scored per-person across 5 dimensions.

Analyzes Google Calendar events weekly across your team to compute per-person Calendar Health Scores. Identifies overloaded team members, eroded deep work time, bloated meetings, back-to-back chains, and uneven capacity distribution. Generates a Notion calendar health brief and Slack overload digest. 24-node n8n workflow with Monday scheduler. BQS 12/12 certified.

triggerSchedule01FetcherCalendar API02Assembler5 CHS Dims03AnalystLoad Scoring04FormatterBrief + DigestNotionHealth BriefSlackLoad Digest

Four Agents. Weekly Meeting Load Scoring. Per-Person Health.

The Fetcher

Step 1The Fetcher

Code-only

Retrieves calendar event data from Google Calendar API for all configured team members over the previous 7 days — event times, durations, attendee counts, recurring vs. one-off flags, and free/busy status. Pulls per-person event lists for individual load scoring.

The Assembler

Step 2The Assembler

Code-only

Computes 5 Calendar Health Score (CHS) dimensions per person: overload risk (total meeting hours vs. available hours), deep work erosion (longest uninterrupted block length), meeting bloat (average attendee count and duration trend), schedule patterns (morning vs. afternoon concentration, back-to-back chains), and capacity distribution (internal vs. external vs. recurring ratio).

The Analyst

Step 3The Analyst

Tier 2 Classification

Scores each CHS dimension per person with evidence-based ratings. Identifies individuals at overload risk, flags teams with eroding deep work time, and surfaces systemic patterns like recurring meeting creep or back-to-back scheduling. Generates per-person health scorecards with prioritized recommendations.

The Formatter

Step 4The Formatter

Tier 3 Creative

Generates a Notion weekly meeting load brief with per-person scorecards, team-level CHS summary, and trend comparisons, plus a Slack digest with top 3 calendar health actions and at-risk individuals.

What It Does NOT Do

×

Does not create, modify, or delete calendar events — read-only analysis of existing events

×

Does not enforce meeting policies — it identifies overload and patterns for human decision-making

×

Does not integrate with meeting tools like Zoom or Teams — it analyzes calendar event metadata only

×

Does not provide real-time alerts — weekly batch analysis optimizes for actionable patterns over noise

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Does not replace calendar management tools — it provides health scoring intelligence for team leads

The Complete Customer Success Bundle

6 files. Main workflow + scheduler + prompts + docs.

google_calendar_meeting_load_analyzer_v1_0_0.jsonMain workflow (24 nodes)
google_calendar_meeting_load_analyzer_scheduler_v1_0_0.jsonScheduler workflow (3 nodes)
README.md10-minute setup guide
docs/TDD.mdTechnical Design Document
system_prompts/analyst_system_prompt.mdAnalyst prompt (calendar health scoring)
system_prompts/formatter_system_prompt.mdFormatter prompt (Notion + Slack)

Tested. Measured. Documented.

Weekly meeting load analysis with per-person Calendar Health Scores across 5 dimensions, back-to-back chain detection, and deep work erosion tracking delivered via Notion and Slack.

Google Calendar Meeting Load Analyzer v1.0.0──────────────────────────────────────────Nodes:        24 main + 3 scheduler (27 total)Agents:       4 (Fetcher, Assembler, Analyst, Formatter)LLM Calls:    2 per run (Analyst + Formatter)Model:        Sonnet 4.6 (SINGLE-MODEL)Trigger:      Schedule (weekly Monday 7:00 UTC) + WebhookPattern:      AGGREGATE (weekly meeting load analysis)Tool A:       Google Calendar API (OAuth2) — event data per team memberTool B:       Notion (httpHeaderAuth) — weekly meeting load briefTool C:       Slack (httpHeaderAuth) — digest with top 3 calendar health actionsITP:          8/8 records, 14/14 milestonesBQS:          12/12 PASSCost:         $0.03–$0.10 per run

What You'll Need

Platform

n8n 2.7.5+

Est. Monthly API Cost

Weekly cost ~$0.03-0.10/run (~$0.12-0.40/month)

Credentials Required

  • Anthropic API
  • Google Calendar (OAuth2)
  • Slack (Bot Token, httpHeaderAuth Bearer)
  • Notion (httpHeaderAuth Bearer)

Services

  • Google Calendar (Google Workspace with OAuth2)
  • Anthropic API key
  • Notion workspace
  • Slack workspace (Bot Token with chat:write)

Setup Track

Quick Start

~15 min

All credentials live, n8n running

Full Setup

1–2 hrs

Needs API config + tables

From Scratch

2–4 hrs

No n8n, no credentials

Google Calendar Meeting Load Analyzer v1.0.0

$199

one-time purchase

What you get:

  • Production-ready n8n workflow (24 nodes + 3-node scheduler)
  • 5-dimension Calendar Health Score per person (overload risk, deep work erosion, meeting bloat, schedule patterns, capacity distribution)
  • Per-person scorecards with individual health ratings and coaching recommendations
  • Team-level CHS summary with week-over-week trend comparison
  • Back-to-back meeting chain detection and deep work block analysis
  • Internal vs. external vs. recurring meeting ratio breakdown
  • Notion weekly meeting load brief with full dimension analysis
  • Slack digest with top 3 calendar health actions and at-risk individuals
  • Configurable: team member list, overload thresholds, deep work minimum, lookback period
  • Full technical documentation and system prompts

Frequently Asked Questions

What are the 5 Calendar Health Score dimensions?+

Overload risk measures total meeting hours vs. available hours. Deep work erosion tracks the longest uninterrupted block. Meeting bloat monitors attendee count and duration trends. Schedule patterns analyze morning/afternoon concentration and back-to-back chains. Capacity distribution breaks down internal vs. external vs. recurring ratios.

How many team members can it analyze?+

The workflow processes all team members configured in the scheduler payload. Each member needs a Google Calendar accessible via the configured service account or OAuth2 credential. Typical deployments cover 5-50 team members.

Does it modify calendar events?+

No. This is a read-only analysis tool. It retrieves event data from Google Calendar API but never creates, modifies, or deletes any events.

Is there a refund policy?+

All sales are final after download. Review the Blueprint Dependency Matrix and prerequisites before purchase. Questions? Contact support@forgeworkflows.com before buying. Full terms at forgeworkflows.com/legal.

Read the full guide →

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