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calesthio/OpenMontage

https://github.com/calesthio/OpenMontage · scanned 2026-07-23 19:47 UTC (4 days, 17 hours ago)

257 raw signals (0 security + 257 graph)

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Complete repo analysis

Last scanned 4 days, 17 hours ago · v7 · last Δ +0.1 (diff) · 248 actionable findings from 1 signal source. 9 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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100.0% cov · 248 findings

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Severity: Critical 0 High 47 Medium 163 Low 35 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 248 Crowd 0 Layer: Software 16 Security 104 Quality 123 Cicd 1 Dependencies 4

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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
low Near-duplicate function bodies in 2 places

View all duplicates & near-duplicates findings →

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

high Agent instruction/config may expose a secret: .claude/skills/heygen/references/… .claude/skills/heygen/references/photo-avatars.md:169
high Agent instruction/config may expose a secret: .claude/skills/heygen/references/… .claude/skills/heygen/references/captions.md:138
high Agent instruction/config may expose a secret: .claude/skills/threejs-materials/… .claude/skills/threejs-materials/SKILL.md:505
high Agent instruction/config may expose a secret: .claude/skills/bfl-api/SKILL.md .claude/skills/bfl-api/SKILL.md:163
high Agent instruction/config may expose a secret: .claude/skills/bfl-api/references… .claude/skills/bfl-api/references/api-key-setup.md:50
high Agent instruction/config may expose a secret: .claude/skills/bfl-api/references… .claude/skills/bfl-api/references/webhook-integra…:270
high Agent instruction/config may expose a secret: .claude/skills/video_toolkit/SKIL… .claude/skills/video_toolkit/SKILL.md:7
high Agent instruction/config may expose a secret: .claude/skills/avatar-video/refer… .claude/skills/avatar-video/references/photo-avat…:169
high Agent instruction/config may expose a secret: .claude/skills/avatar-video/refer… .claude/skills/avatar-video/references/captions.md:138
high Agent instruction/config may expose a secret: .claude/skills/video-translate/SK… .claude/skills/video-translate/SKILL.md:230
high Agent instruction/config may expose a secret: .claude/skills/ltx2/SKILL.md .claude/skills/ltx2/SKILL.md:164
medium Agent authority lacks a verifier contract: .claude/skills/manimce-best-practice… .claude/skills/manimce-best-practices/rules/confi…

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