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wilcompute/W33-Theory

https://github.com/wilcompute/W33-Theory · scanned 2026-06-16 01:03 UTC (2 months, 1 week ago)

1178 raw signals (0 security + 1178 graph)

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Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 1067 actionable findings from 1 signal source. 111 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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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 10 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.
10 matching findings on this repo
  • low Near-duplicate function bodies in 22 places
  • low Near-duplicate function bodies in 138 places
  • low Near-duplicate function bodies in 124 places
  • low Near-duplicate function bodies in 9 places
  • low Near-duplicate function bodies in 2 places repo-level
  • low Near-duplicate function bodies in 6 places
  • low Near-duplicate function bodies in 3 places repo-level
  • low Near-duplicate function bodies in 11 places
  • low Near-duplicate function bodies in 5 places
  • low Near-duplicate function bodies in 4 places
View all duplicates & near-duplicates findings →
Legacy markers 74 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.
12 matching findings on this repo
  • low Very large file: legacy/root_solvers/MASTER_SOLVER.py (1340 lines)
  • low Old/deprecated-named symbol `voevodsky_legacy` in tests/test_motivic_homotopy.p…
  • low Old/deprecated-named symbol `voevodsky_legacy` in pillars/THEORY_PART_CCLIV_MOT…
  • low Old/deprecated-named symbol `sin2_th12_legacy` in scripts/w33_conflict_clearanc…
  • low Old/deprecated-named symbol `nufit53_legacy` in scripts/SOLVE_RG_NEUTRINO.py:9
  • info Commented-code block (5 lines) in legacy/one_off_root/phase5_computations.py:52
  • info Commented-code block (5 lines) in legacy/one_off_root/_explore31b.py:429
  • info Commented-code block (5 lines) in legacy/one_off_root/_explore_L.py:82
  • info Commented-code block (6 lines) in legacy/one_off_root/phase7_april2026.py:60
  • info Commented-code block (7 lines) in legacy/one_off_root/_explore_LI2.py:103
  • info Commented-code block (6 lines) in legacy/one_off_root/_explore_L2.py:97
  • low Old/deprecated-named symbol `r_adj_v2` in legacy/one_off_root/_explore_LII.py:5…
View all legacy markers findings →
Commented-out code 705 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 (6 lines) in explore_kirchhoff_clustering.py:74
  • info Commented-code block (5 lines) in BT389_CKM_WOLFENSTEIN.py:60
  • info Commented-code block (6 lines) in SOLVE_IT.py:93
  • info Commented-code block (6 lines) in FINAL_SOLVER.py:651
  • info Commented-code block (5 lines) in deep_computations.py:86
  • info Commented-code block (5 lines) in W33_MASTER_IDENTITY.py:129
  • info Commented-code block (5 lines) in verify_w33_golden_ratio_structure.py:64
  • info Commented-code block (5 lines) in explore_spreads_codes.py:48
  • info Commented-code block (6 lines) in explore_twograph2.py:246
  • info Commented-code block (7 lines) in SOLVE_PLANCK_EW_HIERARCHY.py:100
  • info Commented-code block (9 lines) in PART_CLIV_SRG_DERIVED_FROM_RING.py:94
  • info Commented-code block (5 lines) in verify_w33_mW_exact.py:128
View all commented-out code findings →
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