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RobertIlisei/MARVIN

https://github.com/RobertIlisei/MARVIN · scanned 2026-06-15 23:53 UTC (2 months, 3 weeks ago)

201 raw signals (0 security + 201 graph)

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Complete repo analysis

Last scanned 2 months, 3 weeks ago · v1 · 174 actionable findings from 1 signal source. 27 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 · 174 findings

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Severity: Critical 0 High 8 Medium 70 Low 31 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 174 Crowd 0 Layer: Software 9 Frontend 16 Security 33 Cicd 3 Quality 113

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

View all duplicates & near-duplicates findings →

Commented-out code 51 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/`.

12 matching findings on this repo

info Commented-code block (5 lines) in scripts/run-tests-via-jiti.mjs:341
info Commented-code block (5 lines) in .claude/skills/skill-creator/scripts/improve_…
info Commented-code block (5 lines) in sidecar/next.config.ts:19
info Commented-code block (6 lines) in sidecar/packages/ui/src/alert-dialog.tsx:69
info Commented-code block (13 lines) in sidecar/packages/ui/src/dialog.tsx:69
info Commented-code block (6 lines) in sidecar/packages/ui/src/dropdown-menu.tsx:45
info Commented-code block (7 lines) in sidecar/packages/ui/src/context-menu.tsx:9
info Commented-code block (5 lines) in sidecar/packages/project-context/src/workflow…
info Commented-code block (5 lines) in sidecar/packages/project-context/src/index.ts…
info Commented-code block (10 lines) in sidecar/packages/runtime/tests/can-use-tool-…
info Commented-code block (7 lines) in sidecar/packages/runtime/tests/models-tier.te…
info Commented-code block (5 lines) in sidecar/packages/runtime/tests/skill-enableme…

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Config drift 13 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.

12 matching findings on this repo

medium Runtime service client appears to use placeholder configuration
high Agent instruction/config may expose a secret: .claude/skills/claude-api/SKILL.md .claude/skills/claude-api/SKILL.md:191
high Agent instruction/config may expose a secret: .claude/skills/claude-api/php/man… .claude/skills/claude-api/php/managed-agents/READ…:433
high Agent instruction/config may expose a secret: .claude/skills/claude-api/ruby/ma… .claude/skills/claude-api/ruby/managed-agents/REA…:309
high Agent instruction/config may expose a secret: .claude/skills/claude-api/shared/… .claude/skills/claude-api/shared/model-migration.…:614
high Agent instruction/config may expose a secret: .claude/skills/claude-api/csharp/… .claude/skills/claude-api/csharp/claude-api.md:21
high Agent instruction/config may expose a secret: .claude/skills/claude-api/python/… .claude/skills/claude-api/python/claude-api/strea…:114
high Agent instruction/config may expose a secret: .claude/skills/claude-api/java/cl… .claude/skills/claude-api/java/claude-api.md:20
high Agent instruction/config may expose a secret: .claude/skills/claude-api/go/mana… .claude/skills/claude-api/go/managed-agents/READM…:452
info Commented-code block (5 lines) in sidecar/next.config.ts:19
info Commented-code block (5 lines) in sidecar/packages/runtime/src/honeycomb-config…
info Commented-code block (5 lines) in sidecar/src/components/settings/honeycomb-con…

View all config drift findings →

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