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SPB-AI-Data-Science-Club/style-transfer

https://github.com/SPB-AI-Data-Science-Club/style-transfer · scanned 2026-06-16 02:57 UTC (2 months ago)

19 raw signals (0 security + 19 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months ago · v2 · 19 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
67.4
/100
Security checks
67
0 findings
System graph
67
88.9% cov · 19 findings
Critical
0
click to filter
Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 2 Medium 2 Low 13 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 19 Crowd 0 Layer: Software 6 Quality 2 Frontend 1 Security 3 Cicd 1 Api 6
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Scan summary Repository scanned at 67.4/100 with 88.9% coverage. It contains 28 nodes across 6 cross-layer flows, written primarily in mixed languages. Engine surfaced 19 findings — concentrated in software (6), api (6), security (3). Risk profile is high: 0 critical, 2 high, 2 medium. Recommended next step: open the software layer findings first — that's where the highest-impact wins live.

Showing 17 of 19 actionable findings. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

high System graph security auth conf 1.00 Flask mutation route `restyle` without `@login_required` — app.py:218
Flask route declares POST/PUT/DELETE/PATCH methods without an auth decorator. Add `@login_required` (Flask-Login) or equivalent.
app.py:218 securityAuth flask unauth route
high System graph security auth conf 1.00 Flask mutation route `transform` without `@login_required` — app.py:167
Flask route declares POST/PUT/DELETE/PATCH methods without an auth decorator. Add `@login_required` (Flask-Login) or equivalent.
app.py:167 securityAuth flask unauth route
medium System graph cicd CI/CD security conf 1.00 No CI/CD pipelines detected
No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints.
CI/CD securityCoverage
medium System graph quality Tests conf 1.00 Very low test-to-source ratio
0 test file(s) for 1 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths.
Coverage
low System graph security security conf 1.00 Insecure pattern 'debug_true' in app.py:296
Found a known-risky pattern (debug_true). Review and replace if possible.
app.py:296 Debug true
low System graph software Dead code conf 1.00 Possibly dead Python function: style_mosaic
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
app.py:98
low System graph software Dead code conf 1.00 Possibly dead Python function: style_neon_glow
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
app.py:76
low System graph software Dead code conf 1.00 Possibly dead Python function: style_oil_painting
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
app.py:64
low System graph software Dead code conf 1.00 Possibly dead Python function: style_pencil_sketch
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
app.py:30
low System graph software Dead code conf 1.00 Possibly dead Python function: style_vintage
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
app.py:107
low System graph software Dead code conf 1.00 Possibly dead Python function: style_watercolor
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
app.py:45
low System graph api Wiring conf 1.00 Unused endpoint: ANY /
`app.py` declares `ANY /` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: ANY /api/gpu-status
`app.py` declares `ANY /api/gpu-status` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: ANY /api/job/<jid>
`app.py` declares `ANY /api/job/<jid>` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: ANY /api/job/<jid>/result
`app.py` declares `ANY /api/job/<jid>/result` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: ANY /api/restyle
`app.py` declares `ANY /api/restyle` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: ANY /api/transform
`app.py` declares `ANY /api/transform` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
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