mjun0812/flash-attention-prebuild-wheels

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mjun0812/flash-attention-prebuild-wheels

https://github.com/mjun0812/flash-attention-prebuild-wheels · scanned 2026-06-05 23:28 UTC (4 days, 5 hours ago) · 10 languages

166 raw signals (70 security + 96 graph) 22nd percentile · Python · small (2-20K LoC) System graph score 82 (lower by 27)

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Complete repo analysis

Last scanned 4 days, 5 hours ago · v2 · 46 actionable findings from 2 signal sources. 72 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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88.9% cov · 21 findings

Score breakdown â 2026-05-18-v5

Component	Sub-score	Weight	Contribution
`structure_score`	55.0	0.15	8.25
`security_score`	70.0	0.25	17.50
`testing_score`	0.0	0.20	0.00
`documentation_score`	76.0	0.15	11.40
`practices_score`	74.0	0.15	11.10
`code_quality`	63.4	0.10	6.34
Overall		1.00	54.6

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 1 High 4 Medium 8 Low 15 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 25 System graph 21 Crowd 0 Layer: Cicd 10 Quality 22 Security 2 Software 7 Api 1 Hardware 3 Frontend 1

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 1 finding

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.

1 matching finding on this repo

low Near-duplicate function bodies in 2 places repo-level

View all duplicates & near-duplicates findings →

Commented-out code 4 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/`.

4 matching findings on this repo

info Commented-code block (5 lines) in scripts/coverage_matrix.py:197
info Commented-code block (7 lines) in scripts/common.py:196
info Commented-code block (5 lines) in scripts/maintenance/update_readme_coverage.py…
info Commented-code block (5 lines) in scripts/tools/check_missing_packages.py:2

View all commented-out code findings →

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