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Analyze GitHub activity to see what's written by humans, AI assistants, and bots.

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Materials for Stats 306, Winter 2024, University of Michigan

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14
Total ActivityTotal analyzed activity across the selected repositories. Includes human manual work, AI assistance, and maintenance bots.
Manual Work
100.0%
Human CommitsHigh percentage of manual work. This reflects direct human craftsmanship and manual effort.
Why 0% AI?
0%
Detected AIPercent of added lines attributed to AI assistants (Copilot, Cursor, etc.), based on commit attribution markers. Based on 4.2K total added lines. Showing 0%? Your AI tools might be missing attribution markers.
0% code
0%
Bot CommitsPercent of added lines from automation bots (Dependabot, Renovate, etc.). Based on 4.2K total added lines.
Developer Rank
🌿
Organic ArchitectDeveloper rank is derived from the Human percentage shown in this summary.
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Contribution heatmap for the last twelve months, grouped by day in UTC. Squares may contain mixed colors to represent human, AI, and automation shares. Focus a square for day details, or use the data table below for a full accessible list of active days.

MarAprMayJunJulAugSepOctNovDecJanFebMarMonWedFri

All activity is older than 1 year. Heatmap shows the last 12 months.

Commits per day — UTC. Mixed days are split by share.
Less
More (Human)
(AI)
(Automation)
(Mixed)
Daily commits for active days in the last twelve months (UTC)
DateHumanAIAutomationTotal