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bbstats/chimeraboost

https://github.com/bbstats/chimeraboost · scanned 2026-06-17 01:38 UTC (1 month, 2 weeks ago)

44 raw signals (0 security + 44 graph)

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Complete repo analysis

Last scanned 1 month, 2 weeks ago · v2 · last Δ -7.1 (diff) · 29 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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44.4% cov · 29 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 0 Medium 4 Low 19 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 29 Crowd 0 Layer: Software 12 Security 1 Cicd 1 Quality 15

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 3 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.

3 matching findings on this repo

low Near-duplicate function bodies in 2 places repo-level
low Near-duplicate function bodies in 3 places
low Near-duplicate function bodies in 5 places repo-level

View all duplicates & near-duplicates findings →

Commented-out code 6 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/`.

6 matching findings on this repo

info Commented-code block (5 lines) in benchmarks/make_tables.py:197
info Commented-code block (7 lines) in benchmarks/run_benchmarks.py:270
info Commented-code block (7 lines) in benchmarks/summarize.py:32
info Commented-code block (5 lines) in benchmarks/research/cascade.py:172
info Commented-code block (6 lines) in chimeraboost/booster.py:43
info Commented-code block (6 lines) in chimeraboost/sklearn_api.py:253

View all commented-out code findings →

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