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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) 18th percentile · Python · medium (20-100K LoC)

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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.

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77.8% cov · 114 findings

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: excluding tests × Reset all

Severity: Critical 1 High 40 Medium 47 Low 65 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 62 System graph 114 Crowd 0 Layer: Quality 64 Security 57 Software 40 Cicd 10 Network 3 Hardware 2

Exclude dismissed / FP Exclude test files

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.

Duplicates & near-duplicates 5 findings

What it is: Same function copy-pasted into multiple modules with minor variations.

Why it matters: Each copy drifts independently — bug fixes apply to one, miss the others.

How AI causes it: AI completes the same pattern in each file rather than refactoring to a shared helper.

Fix approach: Extract the duplicated logic into the most general module both call sites already import. Add tests at the helper level.

5 matching findings on this repo

low Near-duplicate function bodies in 3 places repo-level
low Near-duplicate function bodies in 2 places repo-level
low Near-duplicate function bodies in 6 places
low Near-duplicate function bodies in 4 places repo-level
low Near-duplicate function bodies in 18 places

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Commented-out code 7 findings

What it is: Lines of source that were intentionally disabled but never deleted.

Why it matters: Git already remembers history — commented code rots, becomes wrong, and adds noise to diffs.

How AI causes it: AI sometimes comments out broken code instead of fixing it. Reviewers approve out of inertia.

Fix approach: Delete. Trust `git log`. If you really need to remember, save it in a notes file under `docs/`.

7 matching findings on this repo

info Commented-code block (5 lines) in octomate/base.py:112
info Commented-code block (5 lines) in octomate/capabilities/react.py:171
info Commented-code block (6 lines) in octomate/capabilities/agent.py:178
info Commented-code block (6 lines) in octomate/tentacles/channel/web/vercel/routes.…
info Commented-code block (5 lines) in octomate/tentacles/channel/feelers/output.py:…
info Commented-code block (5 lines) in octomate/tentacles/channel/slack/base.py:155
info Commented-code block (5 lines) in octomate/tentacles/channel/lark/chromo.py:51

View all commented-out code findings →

Config drift 4 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.

4 matching findings on this repo

medium No CI/CD configuration found
medium SkillSpector E1 (data-exfil) in octomate/config/mcp.py octomate/config/mcp.py:9
medium SkillSpector E1 (data-exfil) in tests/test_config.py tests/test_config.py:372
high SkillSpector PE3 (priv-esc) in octomate/config/__init__.py octomate/config/__init__.py:58

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