abi/screenshot-to-code

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80 of your 355 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.

Scan timing: clone 1.45s · analysis 54.51s · 3.0 MB · GitHub API rate-limit (preflight)

https://github.com/abi/screenshot-to-code · scanned 2026-06-05 08:07 UTC (5 days, 21 hours ago) · 10 languages

549 raw signals (345 security + 204 graph) 41st percentile · Python · medium (20-100K LoC)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 5 days, 21 hours ago · v2 · 322 actionable findings from 2 signal sources. 125 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 · 100 findings

Score breakdown â 2026-05-18-v5

Component	Sub-score	Weight	Contribution
`structure_score`	60.0	0.15	9.00
`security_score`	28.8	0.25	7.20
`testing_score`	70.0	0.20	14.00
`documentation_score`	62.0	0.15	9.30
`practices_score`	54.0	0.15	8.10
`code_quality`	60.5	0.10	6.05
Overall		1.00	53.6

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 5 High 68 Medium 75 Low 118 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 222 System graph 100 Crowd 0 Layer: Quality 55 Software 211 Cicd 9 Security 17 Frontend 12 Hardware 5 Api 13

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 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 7 places

View all duplicates & near-duplicates findings →

Config drift 8 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.

8 matching findings on this repo

medium No CI/CD configuration found
low File has no detected symbols: frontend/vite.config.ts
low File has no detected symbols: frontend/jest.config.js
low File has no detected symbols: frontend/tailwind.config.js
low File has no detected symbols: frontend/postcss.config.js
low File has no detected symbols: frontend/src/config.ts
low File has no detected symbols: backend/config.py
low File has no detected symbols: backend/evals/config.py

View all config drift findings →

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