Pulse
2026-09-18-v3.0
Dataset
2026-10-27-catalog-ai-v2
Ruleset
b2e8889c66f7
Scanned
2026-10-27
Window
February–September 15, 2026
Catalog tracking observation. This repository is measured with the same fixed window and ruleset, but it is not part of the published benchmark or its aggregate claims.

SkiaSharp is a cross-platform 2D graphics API for .NET platforms based on Google's Skia Graphics Library. It provides a comprehensive 2D API that can be used across mobile, server and desktop models to render images.

01Result

mono/SkiaSharp ↗

mono/SkiaSharp AI coding statistics: 88.3%

of 522 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
88.3% agent · top contributor 82%7 contributors
individual

One person is driving this. The headline number reflects a single contributor's workflow, not a project-wide shift.

461
agent commits
61
other considered commits
7
agent contributors
82%
largest contributor

02Drivers

What shapes this result

Mode, timing, and detected signatures show whether the result reflects broad adoption or one concentrated workflow.

Assisted or autonomous

412assisted
49autonomous

Assisted — a developer’s identity authored the commit and the agent added itself as co-author. Autonomous — a bot identity authored the commit without a human identity attached.

Agent share by month

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-0221.4%28
2026-0394.6%56
2026-0482.1%95
2026-0590.1%71
2026-06100%63
2026-0799.1%113
2026-0891.7%36
2026-0986.7%60

Peak month: 100%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
GitHub CopilotGitHub45086.2%
Claude CodeAnthropic224.2%

03Evidence

Inspect the matches

Public commit samples let you inspect the signatures behind the aggregate result.

Matched commit samples

  • 83b07463 on GitHubAdd transport package build tag (#5087)GitHub Copilot
  • 50a5d34a on GitHubAlign documentation workflows with compiler XML (#5080)GitHub Copilot
  • a92c5ff3 on GitHubRemove legacy API documentation generation from SkiaSharp (#5053)GitHub Copilot
  • 3047f3af on GitHubAdd Graphite GPU backend bindings for Vulkan, Metal, and Dawn (#3968)Claude Code
  • 840ea4ec on GitHub[WASM] Add Emscripten 5.0.6 static libraries for .NET 11 (#4459)Claude Code
  • ea900896 on GitHub[tests] Add cross-backend golden-image (visual regression) test harness (#Claude Code

04Method

What entered the denominator

The result begins with commit history, removes merges and routine automation, and reports literal agent signatures as a lower bound.

Exclusion ledger

Commits in window541
Merge commits removed−3
CI / dependency bots removed−16
Considered522

Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →GitHub Copilot commitsBrowse repositories with detected GitHub Copilot signatures →C# AI coding statisticsCompare evidence across C# repositories →GitHub AI commit analyzerInspect another repository with the same evidence model →
Reproduce this observation

Run the same detector locally.

Deterministic signature matching; no code-style inference. Squash merges can remove trailers, so this result remains a measured floor.

npx qmmit-cli mono/SkiaSharp

Scan another repository

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