signalbot-org/signalbot

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https://github.com/signalbot-org/signalbot · scanned 2026-06-05 18:28 UTC (4 days, 19 hours ago) · 10 languages

151 raw signals (69 security + 82 graph) 93rd percentile · Python · small (2-20K LoC)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 4 days, 19 hours ago · v2 · 41 actionable findings from 2 signal sources. 44 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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88.9% cov · 14 findings

Score breakdown â 2026-05-18-v5

Component	Sub-score	Weight	Contribution
`structure_score`	100.0	0.15	15.00
`security_score`	98.8	0.25	24.70
`testing_score`	87.0	0.20	17.40
`documentation_score`	66.0	0.15	9.90
`practices_score`	75.0	0.15	11.25
`code_quality`	80.0	0.10	8.00
Overall		1.00	86.2

Severity distribution — click a segment to filter

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Severity: Critical 0 High 3 Medium 5 Low 12 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 27 System graph 14 Crowd 0 Layer: Security 3 Quality 26 Cicd 7 Software 3 Api 1 Frontend 1

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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 2 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.

2 matching findings on this repo

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

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Config drift 1 finding

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.

1 matching finding on this repo

low [COMP001] High cognitive complexity: Function `load_config` has cognitive compl… src/signalbot/bot_config.py:81

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