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.

LoRA Manager for ComfyUI - A powerful extension for organizing, previewing, and integrating LoRA models with metadata and workflow support.

01Result

willmiao/ComfyUI-Lora-Manager ↗

willmiao/ComfyUI-Lora-Manager AI coding statistics: 1.9%

of 994 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

1.9% agent · top contributor 63.2%6 contributors

team

A small group is using agents. Adoption has spread beyond one person but is not project-wide.

agent commits

975

other considered commits

agent contributors

63.2%

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

19assisted

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: 6.5%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	19	1.9%

03Evidence

Inspect the matches

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

Matched commit samples

4a6042d0 on GitHubfix: include locally available LoRAs in recipe syntax even if deleted fromClaude Code
3e0bb737 on GitHubfix: support SOCKS proxies for outbound requestsClaude Code
7f92d092 on GitHubfix(ui): make Lora Loader list scrollable in Nodes 2.0 modeClaude 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	1,033
Merge commits removed	−24
CI / dependency bots removed	−15
Considered	994

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 →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 willmiao/ComfyUI-Lora-Manager

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	1%	97
2026-03	4.2%	96
2026-04	5.2%	97
2026-05	6.5%	93
2026-06	1.2%	162
2026-07	0%	146
2026-08	0.5%	200
2026-09	0%	103