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calesthio/OpenMontage

https://github.com/calesthio/OpenMontage.git · scanned 2026-06-22 13:35 UTC (1 month ago) · 10 languages

799 raw signals (173 security + 626 graph) 11/13 scanners ran 40th percentile · Python · large (100-500K LoC)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month ago · v1 · 314 actionable findings from 2 signal sources. 460 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 · 273 findings

Score breakdown â 2026-05-18-v5

Component	Sub-score	Weight	Contribution
`structure_score`	85.0	0.15	12.75
`security_score`	100.0	0.25	25.00
`testing_score`	38.0	0.20	7.60
`documentation_score`	88.0	0.15	13.20
`practices_score`	42.0	0.15	6.30
`code_quality`	56.0	0.10	5.60
Overall		1.00	70.4

security_score may be inflated — optional security scanners were skipped on this fast scan

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 1 High 56 Medium 166 Low 49 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 41 System graph 273 Crowd 0 Layer: Quality 162 Security 128 Software 21 Frontend 3

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 6 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.

6 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
low Near-duplicate function bodies in 5 places
low Near-duplicate function bodies in 7 places
low Near-duplicate function bodies in 13 places
low Near-duplicate function bodies in 4 places repo-level

View all duplicates & near-duplicates findings →

Commented-out code 10 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/`.

10 matching findings on this repo

info Commented-code block (5 lines) in remotion-composer/src/components/EndTag.tsx:16
info Commented-code block (5 lines) in lib/scoring.py:495
info Commented-code block (7 lines) in .claude/skills/manimgl-best-practices/templat…
info Commented-code block (6 lines) in tools/tool_registry.py:356
info Commented-code block (8 lines) in tools/audio/audio_mixer.py:537
info Commented-code block (8 lines) in tools/graphics/recraft_image.py:147
info Commented-code block (5 lines) in tools/video/corpus_builder.py:305
info Commented-code block (5 lines) in tools/video/hyperframes_compose.py:223
info Commented-code block (7 lines) in tools/video/video_compose.py:451
info Commented-code block (7 lines) in tools/video/stock_sources/archive_org.py:65

View all commented-out code findings →

Config drift 14 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 No CI/CD configuration found
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

View all config drift findings →

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