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Repository inspection report

kaansenol5/VibeOS

A completely vibecoded operating system targeting Aarch64

Last inspected 1 inspection since Nov 4, 2026, 09:44 PM UTCgithub.com/kaansenol5/VibeOS

This page shows the stored results of the latest inspection. It is only recomputed when someone inspects again.

AI-generation likelihood

No model score

No code detection model is configured, so an AI-generation likelihood is unavailable. Metadata, provenance and heuristic evidence below are still reported.

How to connect a detection model →

AI detection is probabilistic. No score - or lack of one - proves who wrote or made this content.

Summary

No AI-generation likelihood was produced because no detection model is configured for this content type. 1 indicator(s) of AI-assisted development were found (AI tool configuration, builder boilerplate or AI-authored commits).

Provenance: 1Heuristic signals: 7

Primary language

C

License

MIT

Stars

1,541

Files analysed

48 of 834

Key findings

Highlights from the latest inspection. Only model findings affect the likelihood score.

Claude Code configuration in the repository

Moderate

CLAUDE.md is read by Claude Code. It shows that the project is (or was) developed with an AI coding tool, not how much of the code it wrote.

CLAUDE.md

Template placeholder

Weak

Placeholder text “// TODO: Implement search in much more efficient manner” is typical of example or scaffolded code.

micropython/lib/re1.5/compilecode.c

Files

FileLanguageModel score
doomgeneric/doomgeneric/p_ceilng.cC-
kernel/fb.cC-
kernel/hal/hal.hC-
kernel/hal/pizero2w/platform.cC-
kernel/hal/pizero2w/usb/usb.cC-
kernel/hal/qemu/fb.cC-
kernel/libc/arpa/inet.hC-
kernel/libc/string.hC-
micropython/extmod/modheapq.cC-
micropython/lib/re1.5/compilecode.cC-
micropython/ports/vibeos/main.cC-
micropython/py/scope.cC-
micropython/shared/libc/string0.cC-
micropython/shared/memzip/memzip.cC-
micropython/shared/netutils/trace.cC-

Directories

micropython/shared14 files-
kernel/hal7 files-
tinycc/vibeos5 files-
kernel/libc3 files-
doomgeneric/doomgeneric2 files-
kernel2 files-
micropython/extmod2 files-
micropython/lib2 files-
micropython/ports2 files-
micropython/py2 files-
tinycc2 files-
tinycc/include2 files-

How this was inspected

  • • code detection model - model, unavailable
  • • Code pattern heuristics - heuristic, completed
  • • AI tooling & commit provenance - provenance, skipped

Limitations

  • • Code detection is less mature than text detection. Idiomatic, boilerplate or framework-generated code is frequently indistinguishable from AI output.
  • • Linters, formatters and code generators homogenise style and can trigger heuristic signals.
  • • Heuristic code signals are descriptive and do not contribute to the likelihood score.
  • • Uploaded code is treated as text only. It is never executed, compiled or installed.
  • • Only files on the selected branch are analysed, plus authorship of the most recent commits.
  • • Commit history could not be read, so AI co-author trailers were not checked.

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