xxxcoolestFish/VLDB_Distance_experiment — Repobility public scan

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xxxcoolestFish/VLDB_Distance_experiment

https://github.com/xxxcoolestFish/VLDB_Distance_experiment · scanned 2026-06-16 01:03 UTC (2 months, 1 week ago)

74 raw signals (0 security + 74 graph)

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Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 59 actionable findings from 1 signal source. 15 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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Security checks

66.7% cov · 59 findings

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Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 0 Medium 5 Low 40 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 59 Crowd 0 Layer: Software 30 Frontend 1 Security 1 Cicd 1 Quality 26

Exclude dismissed / FP Exclude test files

Bug-class explainers. Each card groups findings of the same shape — these are the patterns most likely to ship to prod and reappear in future scans unless you systematically fix the cause, not just the instance.

Duplicates & near-duplicates 5 findings

What it is: Same function copy-pasted into multiple modules with minor variations.

Why it matters: Each copy drifts independently — bug fixes apply to one, miss the others.

How AI causes it: AI completes the same pattern in each file rather than refactoring to a shared helper.

Fix approach: Extract the duplicated logic into the most general module both call sites already import. Add tests at the helper level.

5 matching findings on this repo

low Near-duplicate function bodies in 6 places repo-level
low Near-duplicate function bodies in 14 places
low Near-duplicate function bodies in 8 places
low Near-duplicate function bodies in 2 places
low Near-duplicate function bodies in 3 places repo-level

View all duplicates & near-duplicates findings →

Commented-out code 12 findings

What it is: Lines of source that were intentionally disabled but never deleted.

Why it matters: Git already remembers history — commented code rots, becomes wrong, and adds noise to diffs.

How AI causes it: AI sometimes comments out broken code instead of fixing it. Reviewers approve out of inertia.

Fix approach: Delete. Trust `git log`. If you really need to remember, save it in a notes file under `docs/`.

12 matching findings on this repo

info Commented-code block (14 lines) in train.py:980
info Commented-code block (14 lines) in ablation_study/models/train.py:912
info Commented-code block (7 lines) in ablation_study/models/torch_utils.py:317
info Commented-code block (5 lines) in ablation_study/models/data_utils.py:983
info Commented-code block (8 lines) in models/sparse_matrix_model.py:82
info Commented-code block (14 lines) in modified/train.py:865
info Commented-code block (7 lines) in utils/torch_utils.py:317
info Commented-code block (5 lines) in utils/data_utils.py:983
info Commented-code block (14 lines) in original/train.py:865
info Commented-code block (8 lines) in original/sparse_matrix_model.py:82
info Commented-code block (7 lines) in original/torch_utils.py:317
info Commented-code block (5 lines) in original/data_utils.py:905

View all commented-out code findings →

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