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.

IP-Sentinel 是一款轻量化、模块化的分布式 VPS 资产养护系统，通过地理位置信号锚定与高拟真本土流量注入，精准解决 IP 定位偏移（IP送中）及风控分过高的痛点，并配合 Telegram 实现全球多节点“低功耗、拟真、无人值守”的自动化资产养护。

01Result

hotyue/IP-Sentinel ↗

hotyue/IP-Sentinel AI coding statistics: 0%

of 588 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 588 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

588

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	839
Merge commits removed	−15
CI / dependency bots removed	−236
Considered	588

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

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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 hotyue/IP-Sentinel

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