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.

Unified framework for robot learning with multi-physics/renderer support

01Result

isaac-sim/IsaacLab ↗

isaac-sim/IsaacLab AI coding statistics: 2.8%

of 1,595 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

2.8% agent · top contributor 20%19 contributors

org-wide

Adoption is broad. Many contributors are committing agent-authored work, which is what a real organisational rollout looks like.

agent commits

1,550

other considered commits

agent contributors

20%

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

45assisted

0autonomous

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

Peak month: 6%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	31	1.9%
Cursor Agent	Anysphere	7	0.4%
GitHub Copilot	GitHub	7	0.4%

03Evidence

Inspect the matches

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

Matched commit samples

eaf85e3f on GitHubFix benign OmniRtx*API schema errors with newton_rtx + ovphysx (#7653)Claude Code
037f8530 on GitHubFix SIGSEGV on second play() after stop() without reset() on GPU PhysX (#7Claude Code
f023d8c5 on GitHubKeep isaaclab.utils.configclass bound to the decorator (#7646)Claude Code
a3b6411e on GitHubRestructure KaminoSolverCfg with nested sub-configs and enable DVI backendCursor Agent
5f2db990 on GitHub[Kamino] fourbar-pole swingup task (#6327)Cursor Agent
861d343e on GitHub[Kamino] Core (#5962)Cursor Agent
e01cde58 on GitHubMerge recent commits from main (#5854)GitHub Copilot
3896938e on GitHubAdd experimental Newton deformable support with rigid-deformable coupling GitHub Copilot
632d05fa on GitHubRefactor NewtonManager into solver-specific subclasses (#5439)GitHub Copilot

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 window	1,724
Merge commits removed	−9
CI / dependency bots removed	−120
Considered	1,595

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 →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →Python AI coding statisticsCompare evidence across Python 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 isaac-sim/IsaacLab

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	1%	104
2026-03	1.5%	196
2026-04	6%	117
2026-05	2.7%	223
2026-06	1.1%	180
2026-07	3.1%	259
2026-08	3.2%	314
2026-09	4%	202