Skills

AI Adoption Dashboard Builder

verified
Updated May 13, 2026

What this skill does

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.

Example

PROMPT

Organization: 150 engineers across 8 teams AI tools in use: GitHub Copilot, Cursor, Claude Metrics to track: Adoption rate, usage frequency, productivity impact, cost Data sources: GitHub API, SSO logs, billing invoices

OUTPUT
AI Adoption Dashboard — February 2026 EXECUTIVE SUMMARY Active Users: 112/150 (75%) ↑ 8% from last month Monthly Cost: $6,200 Budget: 78% utilized Time Saved: 1,840 hrs ≈ $159,160 value Top Tool: GitHub Copilot (98 active users) ADOPTION BY TEAM Platform: 92% | Frontend: 81% | Backend: 78% | Data: 65% Mobile: 62% | DevOps: 58% | QA: 45% | Security: 38% TOP WORKFLOWS 1. Code completion (Copilot) — 12,400 acceptances/week 2. Code review assist (Claude) — 340 reviews/week 3. Test generation (Cursor) — 180 test files/week Generated: Google Sheet (6 tabs) with charts and sparklines Generated: Grafana dashboard JSON (4 rows, 12 panels)

Required Tools

Google SheetsGoogle Sheets
GrafanaGrafana

Compatible Agents

ClaudeClaude
CursorCursor
WindsurfWindsurf
ChatGPTChatGPT
GitHub CopilotGitHub Copilot
Any MCP-compatible agentAny MCP-compatible agent

Add to your agent

Download Skill

Or install via CLI:

$ npx skills add webrix-ai/agent-skills --skill ai-adoption-dashboard-builder

Deploy Org-wide

Provision to teams via RBAC
Identity-aware execution
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Auto-bundled with required MCP servers
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AI Adoption Dashboard Builder | Willow Marketplace