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toouur/foursquare-dashboard

https://github.com/toouur/foursquare-dashboard · scanned 2026-06-16 00:40 UTC (2 months, 1 week ago)

53 raw signals (0 security + 53 graph)

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Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 44 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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88.9% cov · 44 findings

Severity distribution — click a segment to filter

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Severity: Critical 0 High 1 Medium 26 Low 10 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 44 Crowd 0 Layer: Software 2 Frontend 2 Security 21 Cicd 2 Quality 17

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

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Commented-out code 5 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/`.

5 matching findings on this repo

info Commented-code block (5 lines) in functions/api/feed.js:30
info Commented-code block (6 lines) in scripts/metrics.py:192
info Commented-code block (6 lines) in scripts/fetch_checkins.py:465
info Commented-code block (5 lines) in scripts/transform.py:242
info Commented-code block (9 lines) in scripts/gen_year_pages.py:40

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Config drift 1 finding

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.

1 matching finding on this repo

high Agent instruction/config may expose a secret: CLAUDE.md CLAUDE.md:67

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