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ZIJIAN004/UniCOP

https://github.com/ZIJIAN004/UniCOP · scanned 2026-06-16 01:12 UTC (2 months, 1 week ago)

93 raw signals (0 security + 93 graph)

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Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 69 actionable findings from 1 signal source. 24 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 · 69 findings

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Active filters: excluding tests × Reset all

Severity: Critical 0 High 7 Medium 7 Low 31 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 69 Crowd 0 Layer: Software 15 Network 2 Frontend 1 Security 8 Cicd 1 Quality 40 Api 2

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

View all duplicates & near-duplicates findings →

Commented-out code 22 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 (10 lines) in Latent-SFT/train.py:119
info Commented-code block (6 lines) in Latent-SFT/model.py:41
info Commented-code block (7 lines) in UniCOP-Distill/build_reverse_chains.py:249
info Commented-code block (5 lines) in UniCOP-Distill/stage2_reasoning/train_sft_sta…
info Commented-code block (5 lines) in FOARL/train_grpo_foarl.py:79
info Commented-code block (5 lines) in tools/merge_lora.py:47
info Commented-code block (11 lines) in UniCOP-Reason-Mask/train.py:32
info Commented-code block (5 lines) in UniCOP-Reason-Mask/grpo_prm_trainer.py:93
info Commented-code block (19 lines) in UniCOP-Reason-Mask/config.py:36
info Commented-code block (7 lines) in UniCOP-Reason-Mask/terminal_reward.py:56
info Commented-code block (5 lines) in UniCOP-Reason-Mask/merge_shards.py:25
info Commented-code block (5 lines) in UniCOP-Reason-Mask/pomo_prm.py:113

View all commented-out code findings →

Config drift 2 findings

What it is: Settings duplicated across env files, Docker compose, K8s, and code defaults, all with slightly different values.

Why it matters: Production behaviour depends on whichever copy your loader reads first. Subtle bugs in staging that don't reproduce in dev.

How AI causes it: AI writes new config from memory rather than reading the existing source.

Fix approach: Pick one source of truth (env vars + a settings module). Have every other place import from there. Lint for duplicates in CI.

2 matching findings on this repo

info Commented-code block (19 lines) in UniCOP-Reason-Mask/config.py:36
info Commented-code block (8 lines) in UniCOP-Reason/config.py:36

View all config drift findings →

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