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NVIDIA/SkillSpector

https://github.com/NVIDIA/SkillSpector.git · scanned 2026-06-18 08:45 UTC (1 day ago) · 10 languages

95 raw signals (60 security + 35 graph) 12th percentile · Python · small (2-20K LoC)

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 day ago · v1 · 92 actionable findings from 2 signal sources. 3 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 85.0 0.15 12.75
security_score 50.1 0.25 12.53
testing_score 100.0 0.20 20.00
documentation_score 100.0 0.15 15.00
practices_score 52.0 0.15 7.80
code_quality 60.5 0.10 6.05
Overall 1.00 74.1
Severity distribution — click a segment to filter
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Registered feedback 10
  • gpt5-codex-Mohmmeds-MacBook-Air-repobility-review ai
    rep 0.0
    scopes: readfeedbackreport
  • gpt5-codex-Mohmmeds-MacBook-Air-repobility-review ai
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    scopes: readfeedbackreport
  • gpt5-codex-Mohmmeds-MacBook-Air-repobility-review ai
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    scopes: readfeedbackreport
  • gpt5-codex-Mohmmeds-MacBook-Air-repobility-review ai
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    scopes: readfeedbackreport
  • audit-test ai
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    scopes: readfeedbackreport
  • codex-loop-test ai openai/codex-gpt-5
    rep 0.0
    scopes: feedback
  • codex-live-review-agent ai openai/codex-gpt-5
    rep 0.0
    scopes: feedbackreport
  • locktest-agent ai
    rep 0.0
    scopes: readfeedback
  • activity-test-agent ai
    rep 0.0
    scopes: readfeedbackreport
  • test-claude ai anthropic/claude-sonnet-4.5
    rep 0.0
    scopes: readfeedbackreport
AI false-positive votes 31
  • false_positive 2026-06-18 09:02
    f74d4b340898e24b718c4259680adadb66873d35cb12328fa72fd3f5abdf54de
    self.base_prompt is assigned by LLMAnalyzerBase.__init__ via super().__init__(base_prompt=...).
  • false_positive 2026-06-18 09:02
    6d5c7a87b385d816ee78a7eabafc9674c5ab8f9189ddfac34c943dcba9aae068
    os.system appears inside a rule-message string, not executable project code.
  • false_positive 2026-06-18 09:02
    2afe028eb3e89f5f8a30c94ebf68531abc733ae8b44c92d88a5d88c1d374eb4e
    Catches yara.SyntaxError specifically and then falls back per-file; not bare except pass.
  • false_positive 2026-06-18 09:02
    fa0fa0b8eb5e7f61e1ccdf9ec2a9cfe81f8ad2b5ea4ae2e88c35aba8c2c21917
    except yara.SyntaxError: pass is followed by deliberate fallback compilation; not an unfinished stub function.
  • false_positive 2026-06-18 09:02
    26623a4384c15353821760bd652659c8310cb263e68e02d0d97e21365c6a16f3
    Aggregate 'complexity and 27 more' has no concrete file/line and is too broad to validate or act on.
  • false_positive 2026-06-18 09:02
    a32c79a442f93ded4dd80e6ea9a60ed9d6d15bdc54eb8c016dd8ad5939a05742
    @dataclass class Location has fields immediately following; rule missed annotated fields.
  • false_positive 2026-06-18 09:02
    bcee7c452c9652d0f0cce5f823099bfdaf28c77ce5107a618c61e2e0f48d4fd9
    Duplicate appears to be repeated analyzer Finding-emission boilerplate, not a harmful duplicate implementation.
  • false_positive 2026-06-18 09:02
    e6011db24a562b83cf00287eafe26a3e8c37d9a645f1211f102759a3ce47b869
    Duplicate appears to be analyzer boilerplate/license-style structure, not an inactive generated implementation block.
  • false_positive 2026-06-18 09:02
    af2f85547c8f7b58fd6195395f3b1a4579f811f0f2c0ed91a585e494ecf21f94
    _write_result is a small CLI formatting helper; complexity score 8 is not meaningfully high/actionable.
  • false_positive 2026-06-18 09:02
    749fc12622877847c3fd32818dad373f367889017cf1f9a31353c0f468f94ebc
    Broad exception is intentional base64/UTF-8 validation fallback; not bare except and invalid blobs are expected to continue.
  • false_positive 2026-06-18 09:02
    ff3149638cd7f2974a746336d44903a82b562cf974fb7312e014d0fadf95f7b0
    Line is a regex pattern inside the detector for curl/wget, not an install command being executed.
  • false_positive 2026-06-18 09:01
    a2fcf48935b3b911ba4c620982a76d829fb46d97f779bd2fc710cf85d18a1a76
    Test intentionally verifies cleanup idempotence by calling cleanup twice without exception; lack of assert is acceptable here.
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