ggml-org/whisper.cpp

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https://github.com/ggml-org/whisper.cpp · scanned 2026-06-05 11:43 UTC (5 days, 11 hours ago) · 10 languages

380 raw signals (148 security + 232 graph) 11/13 scanners ran 62nd percentile · Cpp · large (100-500K LoC) System graph score 77 (lower by 9)

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Complete repo analysis

Last scanned 5 days, 11 hours ago · v2 · 98 actionable findings from 2 signal sources. 166 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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100.0% cov · 46 findings

Score breakdown â 2026-05-18-v5

Component	Sub-score	Weight	Contribution
`structure_score`	65.0	0.15	9.75
`security_score`	100.0	0.25	25.00
`testing_score`	26.0	0.20	5.20
`documentation_score`	87.0	0.15	13.05
`practices_score`	71.0	0.15	10.65
`code_quality`	44.0	0.10	4.40
Overall		1.00	68.0

security_score may be inflated — optional security scanners were skipped on this fast scan

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 4 High 16 Medium 11 Low 32 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 52 System graph 46 Crowd 0 Layer: Software 20 Quality 46 Security 17 Cicd 5 Api 1 Frontend 9

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 2 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.

2 matching findings on this repo

low Near-duplicate function bodies in 2 places
low Near-duplicate function bodies in 4 places

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Legacy markers 1 finding

What it is: TODO, FIXME, XXX, HACK comments. Often indicate a known-broken path the author meant to fix.

Why it matters: Each marker is an unfinished thought. Production code shouldn't ship with debt that's documented but not tracked.

How AI causes it: AI mirrors the style of the codebase, so existing TODOs propagate into new code.

Fix approach: Convert each into a ticket. Delete the comment when the ticket lands. Use a pre-commit hook to block new TODOs without an issue link.

1 matching finding on this repo

low Old/deprecated-named symbol `dynCallLegacy` in bindings/javascript/whisper.js:8

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Commented-out code 3 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/`.

3 matching findings on this repo

info Commented-code block (5 lines) in models/convert-pt-to-ggml.py:27
info Commented-code block (6 lines) in models/convert-whisper-to-coreml.py:15
info Commented-code block (8 lines) in examples/wchess/wchess.wasm/chessboardjs-1.0.…

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