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.

For rooted LG webOS TVs: a live dashboard, privacy control, debloating (Hide system apps & uninstall apps), an ad & telemetry blocker, and custom screensavers. Runs on the TV itself. Includes an optional Home Assistant MQTT bridge for smart home control.

01Result

rorygallagher2024/glasshouse ↗

rorygallagher2024/glasshouse AI coding statistics: 55.7%

of 174 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

55.7% agent · top contributor 55.7%2 contributors

individual

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

agent commits

other considered commits

agent contributors

55.7%

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

97assisted

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.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	97	55.7%

03Evidence

Inspect the matches

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

Matched commit samples

e6f34910 on GitHubRework the core features section and the setup guide (#107)Claude Code
8c78e4a6 on GitHubReorganise panel controls, fix processor reporting, and rebuild starscape Claude Code
8da3e257 on GitHubBump version to 0.33.1 (#97)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 window	188
Merge commits removed	−14
CI / dependency bots removed	−0
Considered	174

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 →JavaScript AI coding statisticsCompare evidence across JavaScript 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 rorygallagher2024/glasshouse

Scan another repository

Try