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VectifyAI/OpenKB

https://github.com/VectifyAI/OpenKB · scanned 2026-05-15 03:47 UTC (3 weeks ago) · 10 languages

13 findings (1 legacy + 12 scanner) 85th percentile · Python · small (2-20K LoC) Scanner says 96 (lower by 12)

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

Complete repo analysis

Last scanned 3 weeks ago · v1 · 1 finding 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
90.9
/100
Repobility
86
1 legacy
9-layer
96
66.7% cov · 0 gaps
Critical
0
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-14-v3
Component Sub-score Weight Contribution
structure_score 75.0 0.15 11.25
security_score 100.0 0.25 25.00
testing_score 100.0 0.20 20.00
documentation_score 73.0 0.15 10.95
practices_score 65.0 0.15 9.75
code_quality 68.3 0.10 6.83
Overall 1.00 83.8
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 1 Medium 0 Low 0 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Legacy 1 9-layer 0 Crowd 0 Layer: Quality 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 1 finding
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).
1 matching finding on this repo
  • medium Duplicated implementation block across source files openkb/agent/query.py:132
View all fragile runtime findings →
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