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.

小白自建代理神器！ArgoSBX一键无交互小钢炮脚本💣：Sing-box、Xray、Argo三内核自动搭配；支持VPS、Docker、容器多环境部署；套CDN的5大方案+套WARP的15种组合；已支持协议：Naiveproxy、AnyTLS、Any-reality、Vless-xhttp-reality-vision-enc、Vless-tcp-reality-vision、Vless-xhttp-vision-enc、Vless-ws-vision-enc、Shadowsocks-2022、Hysteria2、Tuic、Socks5、Vmess-ws、Argo临时/固定隧道

01Result

yonggekkk/argosbx ↗

yonggekkk/argosbx AI coding statistics: 0%

of 107 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

No signed agent commits found

No agent signatures were found in the last 107 considered commits. That is a real result, not a failure to measure.

It does not mean no AI was used here. A developer can use an agent and commit by hand without leaving a detectable git signature.

agent commits

107

other considered commits

—

agent contributors

—

largest contributor

02Drivers

What shapes this result

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

No agent signatures were detected, so there are no agent, mode, or timing drivers to break down.

03Evidence

Inspect the matches

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

No matched commit samples are available for this observation.

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	114
Merge commits removed	−7
CI / dependency bots removed	−0
Considered	107

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

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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 yonggekkk/argosbx

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