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WeathermanAAA/tat-satellite-render

https://github.com/WeathermanAAA/tat-satellite-render · scanned 2026-06-16 00:55 UTC (2 months, 1 week ago)

65 raw signals (8 security + 57 graph)

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Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 53 actionable findings from 2 signal sources. 18 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 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 3 places repo-level
  • low Near-duplicate function bodies in 2 places repo-level
  • low Near-duplicate function bodies in 5 places
View all duplicates & near-duplicates findings →
Legacy markers 1 finding
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.
1 matching finding on this repo
  • low Old/deprecated-named symbol `test_png_cache_key_is_byte_identical_to_legacy` in…
View all legacy markers findings →
Commented-out code 19 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 (11 lines) in cyclolab_basemap.py:26
  • info Commented-code block (7 lines) in hafs_render_poller.py:84
  • info Commented-code block (11 lines) in intensity_poller.py:71
  • info Commented-code block (6 lines) in cyclolab_sst.py:74
  • info Commented-code block (5 lines) in render.py:122
  • info Commented-code block (5 lines) in app.py:356
  • info Commented-code block (7 lines) in kml_advisories.py:334
  • info Commented-code block (13 lines) in cyclolab_advisories.py:64
  • info Commented-code block (6 lines) in satellites.py:43
  • info Commented-code block (5 lines) in derived_cone.py:209
  • info Commented-code block (7 lines) in floater_poller.py:84
  • info Commented-code block (6 lines) in cyclolab_pages.py:173
View all commented-out code findings →
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