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che-yjwj/ascent-bifurcation-controller

https://github.com/che-yjwj/ascent-bifurcation-controller · scanned 2026-06-17 01:48 UTC (1 month, 1 week ago)

240 raw signals (0 security + 240 graph)

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Complete repo analysis

Last scanned 1 month, 1 week ago · v2 · last Δ +6.3 (diff) · 231 actionable findings from 1 signal source. 9 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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55.6% cov · 231 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 6 Medium 129 Low 94 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 231 Crowd 0 Layer: Software 10 Security 10 Quality 211

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 17 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.

12 matching findings on this repo

low Near-duplicate function bodies in 49 places
low Near-duplicate function bodies in 28 places
low Near-duplicate function bodies in 37 places repo-level
low Near-duplicate function bodies in 18 places
low Near-duplicate function bodies in 105 places
low Near-duplicate function bodies in 15 places
low Near-duplicate function bodies in 17 places
low Near-duplicate function bodies in 13 places repo-level
low Near-duplicate function bodies in 38 places
low Near-duplicate function bodies in 30 places
low Near-duplicate function bodies in 19 places
low Near-duplicate function bodies in 4 places repo-level

View all duplicates & near-duplicates findings →

Commented-out code 2 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/`.

2 matching findings on this repo

info Commented-code block (5 lines) in scripts/phase13_babylm_data_prep.py:20
info Commented-code block (9 lines) in src/bifurcation/looped_transformer.py:92

View all commented-out code findings →

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