Weekly AI Adoption Digest

Updated May 13, 2026

What this skill does

Sets up a recurring weekly report that summarizes AI tool adoption metrics, highlights new user activations, ranks top workflows, features a productivity win of the week, tracks costs against budget, and announces upcoming events. Stores historical data in Google Sheets for trend analysis and posts a formatted digest to Slack on a configurable schedule.

Example

PROMPT

Teams: 8 engineering teams, 120 developers AI tools tracked: GitHub Copilot, Cursor, Claude Team Slack channel: #engineering-leadership Schedule: Every Monday at 9:00 AM EST Metrics sources: GitHub API, tool admin dashboards, weekly champion reports

OUTPUT

AI Adoption Weekly Digest — Week of Feb 16, 2026 USAGE SNAPSHOT Active Users: 94/120 (78%) ↑ 3% from last week Total Sessions: 2,847 ↑ 12% from last week Trending: Up 📈 NEW ADOPTIONS THIS WEEK - Maria G. (Data team) started using Claude Team - Backend team installed "ai-roi-calculator" skill - 4 new Copilot activations across Mobile and QA TOP WORKFLOWS 1. Code completion (Copilot) — 8,200 acceptances 2. PR review assist (Claude) — 127 reviews 3. Test generation (Cursor) — 89 test files PRODUCTIVITY WIN OF THE WEEK "Used Claude to refactor our payment service — cut 3 days of work into 4 hours. The AI caught 2 edge cases I would have missed." — Alex T., Platform Team | Impact: 20 hours saved COST UPDATE This Week: $2,400 | MTD: $7,200 | Budget Remaining: $16,800 (70%) COMING UP - Feb 25: AI Champions monthly sync (3:00 PM) - Mar 1: Cursor Enterprise rollout to QA team Generated: Google Sheet updated with Week 8 data + trend charts Posted: Slack #engineering-leadership with threaded details

Required Tools

Slack

Google Sheets

Compatible Agents

Claude

Cursor

Windsurf

ChatGPT

GitHub Copilot

Any MCP-compatible agent

Add to your agent

Download Skill

Or install via CLI:
$ npx skills add webrix-ai/agent-skills --skill weekly-ai-adoption-digest

Deploy Org-wide

Provision to teams via RBAC

Identity-aware execution

Signed & verified skills

Full audit trail

Auto-bundled with required MCP servers

Use with

Free for up to 5 users

Related Skills

Abandoned Cart Recovery

Detects abandoned carts and triggers recovery workflows including email sequences, discount offers, and retargeting campaigns. Analyzes cart abandonment patterns to identify friction points in the checkout flow. Tracks recovery rate and revenue recaptured.

A/B Testing

Helps design statistically rigorous A/B tests for marketing campaigns, landing pages, and product features. Calculates required sample sizes, defines success metrics, sets up test variants, and analyzes results with confidence intervals. Prevents common testing mistakes like peeking and underpowered tests.

AI Adoption Dashboard Builder

Creates a multi-tab analytics dashboard for tracking AI tool adoption across your engineering organization. Includes executive KPIs, team-level adoption curves, per-tool usage breakdowns, productivity impact comparisons, and cost tracking. Optionally generates a Grafana dashboard JSON for real-time monitoring.

AI Adoption Readiness Assessment

A structured assessment framework that scores your organization across five critical dimensions of AI readiness. Produces an actionable scorecard with prioritized recommendations, a detailed gap analysis spreadsheet, and optional Jira tickets to track remediation efforts.

Your agents are already in the wild.

Give them a Basecamp. Go from AI chaos to AI work, in minutes.

Get Started

See a Demo