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kalynnka/octomate

https://github.com/kalynnka/octomate.git · scanned 2026-06-25 17:45 UTC (1 month ago) · 10 languages

249 raw signals (105 security + 144 graph) 17th percentile · Python · medium (20-100K LoC)

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month ago · v1 · 176 actionable findings from 2 signal sources. 73 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 75.0 0.15 11.25
security_score 24.3 0.25 6.08
testing_score 100.0 0.20 20.00
documentation_score 58.0 0.15 8.70
practices_score 52.0 0.15 7.80
code_quality 60.9 0.10 6.09
Overall 1.00 59.9
Severity distribution — click a segment to filter
Active filters: layer: hardware × excluding tests × Reset all
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Scan summary Repository scanned at 53.6/100 with 77.8% coverage. It contains 1634 nodes across 6 cross-layer flows, written primarily in mixed languages. Engine surfaced 144 findings — concentrated in security (69), quality (57), software (13). Risk profile is high: 0 critical, 33 high, 34 medium. Recommended next step: open the security layer findings first — that's where the highest-impact wins live.

Showing 2 of 176 actionable findings. 249 raw detector signals were grouped into reader-sized issues. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

medium System graph hardware Security conf 1.00 Dockerfile runs as root: Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
low System graph hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: ghcr.io/astral-sh/uv:python3.13-bookworm-slim
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
Dockerfile:1 containersPinned dependencies
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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