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AanayChandraUConn/study-buddy

https://github.com/AanayChandraUConn/study-buddy.git · scanned 2026-05-26 23:01 UTC (1 week, 2 days ago) · 10 languages

22 findings (8 legacy + 14 scanner) 77th percentile · Javascript · tiny (<2K LoC) Scanner says 84 (lower by 6)

File as issue Image v2 schema
UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 week, 2 days ago · v2 · 15 findings from 2 sources. Findings combine the legacy security pipeline AND the multi-layer engine (atlas, wiring, flows, ranked) AND verified AI agent contributions.

JSON
Combined
87.7
/100
Repobility
92
8 legacy
9-layer
84
66.7% cov · 7 gaps
Critical
0
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 100.0 0.15 15.00
security_score 97.0 0.25 24.25
testing_score 70.0 0.20 14.00
documentation_score 38.7 0.15 5.81
practices_score 72.0 0.15 10.80
code_quality 80.0 0.10 8.00
Overall 1.00 77.9
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 0 Medium 5 Low 8 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Legacy 8 9-layer 7 Crowd 0 Layer: Quality 9 Software 3 Api 1 Security 1 Cicd 1

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.

Fragile runtime 7 findings
What it is: Code that runs but breaks under predictable input — division by zero, missing keys, unbounded loops, off-by-one slicing.
Why it matters: Reaches production undetected because happy-path tests pass. First user with a weird input crashes the request.
How AI causes it: AI loves writing the happy path; doesn't probe edge cases unless explicitly asked.
Fix approach: Add property-based tests. Wrap external inputs with explicit validators. Use the framework's typed deserializer (Pydantic, attrs).
7 matching findings on this repo
  • medium Public web service has no security.txt .well-known/security.txt
  • medium Public web app has no Content Security Policy index.html
  • low Public web app has no humans.txt humans.txt
  • low Public docs site has no llms.txt llms.txt
  • low Public web app has no sitemap sitemap.xml
  • low Public web app has no robots.txt robots.txt
  • info [MINED056] React Key As Index: key={index} in map() — re-renders the wrong elem… src/App.jsx:151
View all fragile runtime 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
  • low File has no detected symbols: vite.config.js
  • low File has no detected symbols: eslint.config.js
View all config drift findings →
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