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.

The Turn Based Strategy Game/eSport. Master your beasts! 🐺

01Result

FreezingMoon/AncientBeast ↗

FreezingMoon/AncientBeast AI coding statistics: 4%

of 529 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
4% agent · top contributor 85.7%2 contributors
individual

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

21
agent commits
508
other considered commits
2
agent contributors
85.7%
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

18assisted
3autonomous

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
2026-030%41
2026-040%108
2026-057.2%276
2026-060%37
2026-071.6%62
2026-080%1
2026-090%4

Peak month: 7.2%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
GitHub CopilotGitHub203.8%
Claude CodeAnthropic10.2%

03Evidence

Inspect the matches

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

Matched commit samples

  • 67f18e94 on GitHubfix(Gumble): guard Pretty Ribbon activate against undefined targetGitHub Copilot
  • 8ce8aad4 on GitHubfix(abilities): guard against missing target/path in Nutcase, Chimera, VehGitHub Copilot
  • 76ed32dc on GitHubfix(Chimera): guard knockback against undefined targetGitHub Copilot
  • 797e6def on GitHubfix(devvit): strip metadata from SVG icons so stats/mastery/grid overlays 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 window565
Merge commits removed−29
CI / dependency bots removed−7
Considered529

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 →TypeScript AI coding statisticsCompare evidence across TypeScript 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 FreezingMoon/AncientBeast

Scan another repository

Try