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📡 Signal

The server is not configured. An administrator needs to set the following environment variables:

# .env (local dev) or platform env vars
GITHUB_TOKEN=ghp_xxxxxx
GITHUB_ORG=your-org-name

Required token scopes: manage_billing:copilot, read:org, repo (classic PAT; enterprise billing & budgets need enterprise admin or billing manager)

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Seat Utilization

Activity Distribution

Commit timeframe:

📊 Developer Productivity

How are commits counted?
Rank Developer Team Commits Top Repos

📦 Most Active Repositories

Repository Total Merges Merges / Developer Active Developers

Monthly Copilot Adoption Growth

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Daily Requests Trend (Last 3 Months)

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Code Completions Acceptance Rate (28d)

Active Users by Mode (28d)

Total Copilot Cost Trend

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AI Credit Pool Burn-down

🎯 Spending Budgets

Managed in GitHub billing settings — read-only here
Scope Product Budget Spend (MTD) Used On limit

AI Usage vs Developer Output (28d)

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Cost per AI Interaction (12 months)

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AI Usage Mix Trend (12 months)

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📊 AI Adoption & Effectiveness

Ranked by total requests (last 28 days)
Rank Developer Team Total Requests Dev Prompts AI Credits Commits 4wk Credits / Commit Credit Overage $/Commit Top Model Days Active Top Repos

Cost by Developer

💰 Per-Developer Cost Analysis

Identifies underutilized seats
Developer Team Status Total Cost Seat Cost Credit Cost Requests Recommendation

Code Generation

Lines of Code Changed with AI (28d)

User-Initiated Code Changes (28d)

Agent-Initiated Code Changes (28d)

Code Changes per Model (28d)

Code Changes per Language (28d)

Model & Cost Breakdown

Copilot Cost Breakdown

AI Credit Cost by Model

AI Credit Volume by Model

🤖 AI Credit Usage by Model

Model Credits Used Included Billable Net Cost

Extended Usage Trends

Avg Requests per Active User (Last 3 Months)

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Avg Copilot Requests per Developer (Monthly)

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Avg Chat Requests per Active User (28d)

Model Usage per Day (28d)

Top Languages by Suggestions (28d)

Editor Breakdown (28d)

Commit timeframe:

Copilot Adoption Rate by Team

Avg Commits / Developer

Avg Copilot Requests / Developer

Avg Active Days by Team

Feature Adoption by Team

Seat Utilization by Team

Avg Credit Cost / Developer

📊 Team Comparison

Team Members Avg Requests Avg Commits Adoption % Chat % Agent % CLI % Avg Active Days Credit Cost $ / Commit

System Health

⚙️ Team Manager

🔧 Admin Settings

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