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abi/screenshot-to-code

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.

JSON
Combined
51.2
/100
Security checks
47
222 findings
System graph
55
88.9% cov · 100 findings
Critical
5
click to filter
Agents
6
0 votes
Crowd
0
reported
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

Top 10 actions, ranked by impact × ease. Severity drives impact; tag-based fix-clarity drives ease.

#1
FastAPI POST `app_screenshot` without auth dependency — backend/routes/screenshot.py:85
GapSeverity.HIGH Layer.SECURITY score 0.537
Why: high severity · OWASP-class risk
Fix: Add `user = Depends(get_current_user)` to the function signature in backend/routes/screenshot.py:85.
backend/routes/screenshot.py:85
#2
FastAPI POST `compare_openai_inputs_for_evals` without auth dependency — backend/routes/evals.py:232
GapSeverity.HIGH Layer.SECURITY score 0.537
Why: high severity · OWASP-class risk
Fix: Add `user = Depends(get_current_user)` to the function signature in backend/routes/evals.py:232.
backend/routes/evals.py:232
#3
FastAPI POST `run_evals` without auth dependency — backend/routes/evals.py:260
GapSeverity.HIGH Layer.SECURITY score 0.537
Why: high severity · OWASP-class risk
Fix: Add `user = Depends(get_current_user)` to the function signature in backend/routes/evals.py:260.
backend/routes/evals.py:260
#4
FastAPI POST `run_evals_stream` without auth dependency — backend/routes/evals.py:285
GapSeverity.HIGH Layer.SECURITY score 0.537
Why: high severity · OWASP-class risk
Fix: Add `user = Depends(get_current_user)` to the function signature in backend/routes/evals.py:285.
backend/routes/evals.py:285
#5
FastAPI POST `create_design_system` without auth dependency — backend/routes/design_systems.py:109
GapSeverity.HIGH Layer.SECURITY score 0.537
Why: high severity · OWASP-class risk
Fix: Add `user = Depends(get_current_user)` to the function signature in backend/routes/design_systems.py:109.
backend/routes/design_systems.py:109
#6
FastAPI PATCH `update_design_system` without auth dependency — backend/routes/design_systems.py:125
GapSeverity.HIGH Layer.SECURITY score 0.537
Why: high severity · OWASP-class risk
Fix: Add `user = Depends(get_current_user)` to the function signature in backend/routes/design_systems.py:125.
backend/routes/design_systems.py:125
#7
FastAPI DELETE `delete_design_system` without auth dependency — backend/routes/design_systems.py:152
GapSeverity.HIGH Layer.SECURITY score 0.537
Why: high severity · OWASP-class risk
Fix: Add `user = Depends(get_current_user)` to the function signature in backend/routes/design_systems.py:152.
backend/routes/design_systems.py:152
#8
FastAPI POST `export_code` without auth dependency — backend/routes/export.py:450
GapSeverity.HIGH Layer.SECURITY score 0.537
Why: high severity · OWASP-class risk
Fix: Add `user = Depends(get_current_user)` to the function signature in backend/routes/export.py:450.
backend/routes/export.py:450
#9
Dangling fetch: POST https://backend.buildpicoapps.com/form (frontend/src/components/TermsOfServiceDialog.tsx:23)
GapSeverity.HIGH Layer.API score 0.338
Why: high severity · contract mismatch FE↔BE
Fix: Confirm the FE call URL matches a backend endpoint; update one side.
#10
No auth library detected
GapSeverity.MEDIUM Layer.SECURITY score 0.338
Why: medium severity

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