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HKUDS/Vibe-Trading

https://github.com/HKUDS/Vibe-Trading · scanned 2026-07-23 19:48 UTC (4 days, 21 hours ago) · 10 languages

172 raw signals (39 security + 133 graph) 60th percentile · Python · medium (20-100K LoC)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 4 days, 21 hours ago · v6 · last Δ +6.0 (diff) · 159 actionable findings from 2 signal sources. 9 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
69.1
/100
Security checks
64
26 findings
System graph
74
100.0% cov · 133 findings
Critical
0
click to filter
Agents
10
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 58.3 0.25 14.57
testing_score 95.0 0.20 19.00
documentation_score 88.0 0.15 13.20
practices_score 75.0 0.15 11.25
code_quality 61.2 0.10 6.12
Overall 1.00 73.1
Calibrated penalty buckets (security_score): web: 1.6 · agent: 6.9 · authz: 8.4 · threat: 21.6 · journey: 3.3
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 24 Medium 73 Low 51 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 26 System graph 133 Crowd 0 Layer: Quality 86 Security 43 Cicd 3 Software 17 Frontend 6 Hardware 1 Dependencies 1 Api 2

Last 6 scans of this repo. Each new scan persists a full payload — historical comparison is exact, not lossy.

v1
May 15 05:00
v2
Jul 23 07:37
v3
Jul 23 08:38
v4
Jul 23 10:46
v5
Jul 23 18:55
v6
Jul 23 19:47
Diff: previous → latest scan
Score Δ
6.00
Gaps added
5
Gaps resolved
72
Edges changed
+0 / -0
New gaps in latest scan:
  • Debug logging residue appears in source files low
  • Placeholder or mock-heavy implementation detected medium
  • Runtime service client appears to use placeholder configuration medium
  • Critical user flow still appears backed by mock or placeholder data medium
  • 23 backend endpoints not called by scanned frontend low
Gaps resolved since last scan:
  • Debug logging residue appears in source files
  • Placeholder or mock-heavy implementation detected
  • Runtime service client appears to use placeholder configuration
  • Critical user flow still appears backed by mock or placeholder data
  • Commented-code block (7 lines) in frontend/src/components/layout/Layout.tsx:271
v#IDStatusScoreGapsNodesCommitStarted
v scan_task_77555e6777f8c992669099359d3755c7 ok 74.1 133 14060 0aa45a9 Jul 23 19:47
v scan_task_dccd0fb8056898bca288f7cea215c5dd ok 68.1 200 14060 0aa45a9 Jul 23 18:55
v scan_task_5ae64f0f208e0564ea9f6110c298f70e ok 66.4 227 14060 0aa45a9 Jul 23 10:46
v scan_3a4d0b2f01d8 ok 64.5 247 14060 0aa45a9 Jul 23 08:38
v scan_a1d4edc0467c ok 61.2 241 13912 0aa45a9 Jul 23 07:37
v scan_22a5c2850602 ok 72.0 89 3318 14b160e session02-pr112-run-card-ui-20260515 May 15 05:00
For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.
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