Weekly AI Adoption Digest

Auto-generate a weekly summary of AI usage trends, new skill adoptions, and productivity wins for leadership.

Integrations: Slack, Google Sheets

When to Use

• The user wants to set up recurring AI adoption reports
• Leadership asks for regular updates on AI tool usage
• The user mentions "weekly digest", "adoption report", "AI summary", or "leadership update"
• Teams need to communicate AI adoption progress consistently

Steps

Step 1: Define Digest Content

Help the user choose which sections to include:

Section	Description	Data Source
Usage Snapshot	Active users this week vs last week, trend direction	Tool admin dashboards
New Adoptions	New users who started using AI tools this week	SSO/login data
Top Workflows	Most-used AI workflows ranked by frequency	Usage analytics
Productivity Wins	Concrete examples of time saved or quality improved	Team submissions, PR data
Skills Installed	New agent skills added across the organization	skills list output
Cost Update	Week-over-week spending and budget utilization	Billing data
Champion Spotlight	Highlight an AI champion and their team's progress	Champion reports
Tips & Tricks	One useful tip for getting more out of AI tools	Curated by AI team
Upcoming	Training sessions, new tool rollouts, policy changes	Calendar/roadmap

Step 2: Set Up Data Collection

For each section, configure the data source:

Automated Data (Google Sheets):

• Create a "Weekly Metrics" sheet with columns for each tracked metric
• Add formulas to calculate week-over-week changes
• Set up data validation for manual entries

Manual Submissions:

• Create a Slack workflow or Google Form for "Productivity Win" submissions
• Template: "What tool did you use? What did you accomplish? How much time did you save?"

Skills Tracking:

• Run npx skills list across projects to inventory installed skills
• Compare against previous week to identify new installations

Step 3: Design the Digest Template

Create a consistent format:

AI Adoption Weekly Digest — Week of [DATE]

USAGE SNAPSHOT
  Active Users: XXX (+X% from last week)
  Total Sessions: X,XXX
  Trending: [up/down/stable]

NEW ADOPTIONS THIS WEEK
  - [Name] ([Team]) started using [Tool]
  - [Name] ([Team]) installed [Skill]
  - X new users total

TOP WORKFLOWS
  1. [Workflow] — used X times
  2. [Workflow] — used X times
  3. [Workflow] — used X times

PRODUCTIVITY WIN OF THE WEEK
  "[Quote from team member about their AI success story]"
  — [Name], [Team]
  Impact: Saved X hours on [task]

COST UPDATE
  This Week: $X,XXX
  Month to Date: $XX,XXX
  Budget Remaining: $XX,XXX (XX%)

CHAMPION SPOTLIGHT
  [Name] from [Team] helped X team members get started
  with [Tool] this week. Their team's adoption rate is now XX%.

TIP OF THE WEEK
  [Practical tip for using AI tools more effectively]

COMING UP
  - [Date]: [Event/Training]
  - [Date]: [New tool rollout]

Step 4: Configure Slack Delivery

Set up automated Slack posting:

• Channel: #ai-adoption or #engineering-leadership
• Schedule: Every Monday at 9:00 AM (configurable)
• Format: Rich Slack message with sections, emoji indicators, and expandable details
• Thread: Auto-thread detailed data below the summary

Provide a Slack message template with Block Kit formatting.

Step 5: Create the Google Sheets Backend

Build a spreadsheet with:

• Sheet 1: Current Week — This week's data entry (manual + automated)
• Sheet 2: Historical Data — Rolling 52-week history for trend analysis
• Sheet 3: Charts — Auto-generated charts (adoption curve, cost trend, top workflows)
• Sheet 4: Digest Generator — Formulas that compose the digest text from current week data
• Sheet 5: Configuration — Editable settings (team names, tool list, Slack channel, schedule)

Step 6: Establish the Process

Define who does what each week:

Day	Task	Owner
Friday	Champions submit metrics and wins	Department Champions
Monday AM	Review data, fill gaps, add commentary	AI Program Lead
Monday 9 AM	Digest auto-posts to Slack	Automated
Monday PM	Leadership reviews, asks questions in thread	Leadership
Ongoing	Collect productivity win submissions	All team members

Output

Deliver:

• Slack message template (Block Kit JSON)
• Google Sheets backend with formulas and charts
• Data collection form/workflow
• Process runbook for weekly maintenance
• Sample digest with realistic example data