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trrad/maritime-acoustic-drifter-detection-nets

https://github.com/trrad/maritime-acoustic-drifter-detection-nets · scanned 2026-06-16 00:42 UTC (2 months, 1 week ago)

113 raw signals (0 security + 113 graph)

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Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 93 actionable findings from 1 signal source. 20 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 · 93 findings

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Severity: Critical 0 High 0 Medium 10 Low 43 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 93 Crowd 0 Layer: Software 24 Frontend 1 Cicd 1 Quality 67

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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 2 places repo-level
low Near-duplicate function bodies in 7 places repo-level
low Near-duplicate function bodies in 6 places repo-level
low Near-duplicate function bodies in 24 places
low Near-duplicate function bodies in 12 places

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Legacy markers 4 findings

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.

4 matching findings on this repo

low Old/deprecated-named symbol `iid_legacy` in experiments/harmonic_prototype/_smo…
low Old/deprecated-named symbol `iid_legacy` in experiments/harmonic_prototype/_dia…
low Old/deprecated-named symbol `iid_legacy` in experiments/harmonic_prototype/rbpf…
low Old/deprecated-named symbol `iid_legacy` in experiments/harmonic_prototype/rbpf…

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Commented-out code 38 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 (8 lines) in tests/maritime/test_dashboard.py:575
info Commented-code block (6 lines) in tests/maritime/test_run_pf_float.py:1132
info Commented-code block (5 lines) in tests/maritime/test_dynamics.py:327
info Commented-code block (11 lines) in tests/maritime/test_pf_float_weight.py:376
info Commented-code block (7 lines) in tests/maritime/test_state_layout.py:429
info Commented-code block (6 lines) in tests/maritime/test_pf_float_predict.py:725
info Commented-code block (5 lines) in rtl/vectors/pf_weight_trace.py:182
info Commented-code block (8 lines) in rtl/vectors/maritime/dynamics.py:29
info Commented-code block (11 lines) in rtl/vectors/maritime/pf_float.py:56
info Commented-code block (7 lines) in experiments/01_eml_basics.py:95
info Commented-code block (7 lines) in experiments/06_lns_precision.py:277
info Commented-code block (5 lines) in experiments/08_lns_cycle_accurate.py:32

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