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cuda-python

https://github.com/NVIDIA/cuda-python.git · scanned 2026-05-17 02:50 UTC (17 hours, 33 minutes ago) · 10 languages

289 findings (6 legacy + 283 scanner) 87th percentile · Python · medium (20-100K LoC) Scanner says 93 (lower by 12)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 17 hours, 32 minutes ago · v2 · 147 findings from 2 sources. Findings combine the legacy security pipeline AND the multi-layer engine (atlas, wiring, flows, ranked) AND verified AI agent contributions.

JSON
Combined
82.7
/100
Repobility
73
6 legacy
9-layer
93
88.9% cov · 141 gaps
Critical
0
click to filter
Agents
6
0 votes
Crowd
0
reported
{# ── 2026-05-17 R27 #5: score breakdown panel ────────────────────── Surfaces the score_breakdown JSON that's been silently stored on Repository for months. Turns hidden math into a trust signal. #}
Score breakdown â 2026-05-17-v4 calibration-aware
Component Sub-score Weight Contribution
structure_score 40.0 0.15 6.00
security_score 98.0 0.25 24.50
testing_score 95.0 0.20 19.00
documentation_score 82.0 0.15 12.30
practices_score 80.0 0.15 12.00
code_quality 63.1 0.10 6.31
Overall 1.00 80.1
Calibrated penalty buckets (security_score): threat: 2.0
Severity distribution — click a segment to filter
Active filters: search: "commented-code" × excluding tests × Reset all
Severity: Critical 0 High 9 Medium 15 Low 95 Source: Legacy 6 9-layer 141 Crowd 0 Layer: Security 3 Quality 80 Software 43 Api 1 Frontend 1 Cicd 19
Corpus Intelligence Cross-corpus context (cohort percentile, top patterns, fix plan) is shown only on repositories you own. Sign up and connect your repo to view it.
Scan summary Repository scanned at 92.6/100 with 88.9% coverage. It contains 3401 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 141 findings — concentrated in quality (76), software (42), cicd (19). Risk profile is high: 0 critical, 8 high, 14 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 26 of 147 findings. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

info 9-layer quality integrity conf 1.00 Commented-code block (11 lines) in cuda_core/cuda/core/utils/_program_cache/_file_stream.py:405
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (5 lines) in cuda_bindings/build_hooks.py:4
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (5 lines) in cuda_bindings/tests/nvml/test_init.py:22
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (5 lines) in cuda_bindings/tests/test_cuda.py:241
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (5 lines) in cuda_core/examples/gl_interop_plasma.py:30
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (5 lines) in cuda_core/examples/jit_lto_fractal.py:7
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (5 lines) in cuda_core/tests/memory_ipc/test_event_ipc.py:28
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (5 lines) in cuda_core/tests/system/test_system_device.py:35
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (5 lines) in cuda_core/tests/test_checkpoint.py:10
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (5 lines) in cuda_core/tests/test_object_protocols.py:655
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (5 lines) in cuda_core/tests/test_program_cache_multiprocess.py:184
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (5 lines) in cuda_core/tests/test_tensor_map.py:556
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (6 lines) in cuda_bindings/examples/0_Introduction/vector_add_mmap.py:182
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (6 lines) in cuda_core/tests/graph/test_graph_definition_integration.py:163
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (6 lines) in cuda_core/tests/test_memory.py:1045
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (6 lines) in cuda_pathfinder/cuda/pathfinder/_dynamic_libs/dynamic_lib_subprocess.py:23
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (6 lines) in cuda_pathfinder/cuda/pathfinder/_dynamic_libs/search_platform.py:46
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (6 lines) in cuda_pathfinder/cuda/pathfinder/_utils/find_sub_dirs.py:57
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (7 lines) in benchmarks/cuda_core/benchmarks/bench_launch.py:99
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (7 lines) in cuda_core/cuda/core/__init__.py:35
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (7 lines) in cuda_core/cuda/core/utils/_program_cache/_keys.py:19
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (7 lines) in cuda_pathfinder/tests/test_search_steps.py:151
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (8 lines) in cuda_bindings/tests/nvml/test_pynvml.py:178
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (8 lines) in cuda_core/tests/test_enum_coverage.py:31
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (8 lines) in cuda_core/tests/test_launcher.py:266
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (8 lines) in cuda_core/tests/test_program.py:210
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
{# ── 2026-05-17 Round 14: AI-agent bridge footer ────────────────────── Discoverability: the /agents/voting/ guide + MCP manifest exist but aren't linked from anywhere users actually land. Small, opt-in footer. #}
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