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unslothai/unsloth

https://github.com/unslothai/unsloth · scanned 2026-05-15 07:28 UTC (3 weeks ago) · 10 languages

519 findings (57 legacy + 462 scanner) 19th percentile · Typescript · large (100-500K LoC) Scanner says 63 (higher by 5)

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

Complete repo analysis

Last scanned 3 weeks ago · v1 · 44 findings from 1 source. Findings combine the legacy security pipeline AND the multi-layer engine (atlas, wiring, flows, ranked) AND verified AI agent contributions.

JSON
Combined
61.6
/100
Repobility
60
44 legacy
9-layer
63
100.0% cov · 0 gaps
Critical
0
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-17-v4 calibration-aware
Component Sub-score Weight Contribution
structure_score 60.0 0.15 9.00
security_score 53.3 0.25 13.32
testing_score 96.0 0.20 19.20
documentation_score 83.0 0.15 12.45
practices_score 65.0 0.15 9.75
code_quality 39.6 0.10 3.96
Overall 1.00 67.7
Calibrated penalty buckets (security_score): web: 1.6 · agent: 10.4 · threat: 27.4 · journey: 7.4
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 31 Medium 8 Low 2 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Legacy 44 9-layer 0 Crowd 0 Layer: Quality 27 Security 15 Software 2

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 27 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).
12 matching findings on this repo
  • medium Public web service has no security.txt .well-known/security.txt
  • medium [ERR002] Empty Catch Block: Empty catch blocks hide errors. studio/frontend/src/features/chat/runtime-provide…:863
  • medium [ERR002] Empty Catch Block: Empty catch blocks hide errors. studio/frontend/src/features/chat/chat-page.tsx:1040
  • medium [ERR002] Empty Catch Block: Empty catch blocks hide errors. studio/frontend/src/components/assistant-ui/model…:579
  • medium [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides … scripts/scan_npm_packages.py:1334
  • medium [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides … studio/install_llama_prebuilt.py:970
  • medium [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides … studio/install_python_stack.py:104
  • medium localStorage write failures are swallowed silently studio/frontend/src/features/training/hooks/use-m…:26
  • medium localStorage write failures are swallowed silently studio/frontend/src/features/settings/stores/them…:80
  • medium localStorage write failures are swallowed silently studio/frontend/src/features/settings/stores/sett…:58
  • medium localStorage write failures are swallowed silently studio/frontend/src/features/chat/stores/chat-run…:78
  • medium localStorage write failures are swallowed silently studio/frontend/src/features/chat/external-provid…:170
View all fragile runtime findings →
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