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14 of your 29 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.

programminghistorian/ph-submissions

https://github.com/programminghistorian/ph-submissions · scanned 2026-06-05 14:13 UTC (5 days, 4 hours ago) · 10 languages

27 findings 11/13 scanners ran 18th percentile · Python · small (2-20K LoC)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

21 actionable findings from 1 signal source. 6 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

Combined
69.1
/100
Security checks
69
21 findings
System graph
—
—% cov · 0 findings
Critical
0
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 55.0 0.15 8.25
security_score 100.0 0.25 25.00
testing_score 0.0 0.20 0.00
documentation_score 43.0 0.15 6.45
practices_score 30.0 0.15 4.50
code_quality 80.0 0.10 8.00
Overall 1.00 52.2
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 0 High 3 Medium 3 Low 3 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 21 System graph 0 Crowd 0 Layer: Quality 19 Security 1 Software 1

Showing 9 of 21 actionable findings. 27 raw detector signals were grouped into reader-sized issues. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

high Security checks quality Quality conf 1.00 ✓ Repobility [MINED107] Missing import: `io` used but not imported: The file uses `io.something(...)` but never imports `io`. This raises NameError at runtime the first time the line executes.
Add `import io` at the top of the file.
assets/mappingpythonleaflet-tutorial-files/geocoder.py:27
high Security checks quality Quality conf 1.00 ✓ Repobility [MINED107] Missing import: `io` used but not imported: The file uses `io.something(...)` but never imports `io`. This raises NameError at runtime the first time the line executes.
Add `import io` at the top of the file.
assets/mappingpythonleaflet-tutorial-files/geocoder-helpercolumn.py:27
high Security checks security path traversal conf 0.80 [SEC013] Path Traversal — User Input in File Path: User-controlled input used in file path without sanitization. Allows reading arbitrary files.
Use os.path.realpath() and verify the path starts with your expected base directory. Use secure_filename() for uploads.
assets/use-api-almost-without-coding-php/europeana_api.php:4
medium Security checks quality Practices conf 1.00 [CFG006] Missing .gitignore: No .gitignore file. Risk of committing secrets and build artifacts.
Add a .gitignore appropriate for your language/framework.
medium Security checks quality Quality conf 1.00 [SEC123] Production stack trace / debug output exposed: Debug mode left on in production exposes stack traces, environment variables, framework internals — sometimes triggers RCE (Django debug page with arbitrary template eval).
Set DEBUG=False / APP_DEBUG=false in production. Provide a generic 500 handler that logs to backend but returns a sanitized page to clients.
assets/interactive-data-visualization-dashboard/app.py:121
medium Security checks quality Quality conf 1.00 [SEC123] Production stack trace / debug output exposed: Debug mode left on in production exposes stack traces, environment variables, framework internals — sometimes triggers RCE (Django debug page with arbitrary template eval).
Set DEBUG=False / APP_DEBUG=false in production. Provide a generic 500 handler that logs to backend but returns a sanitized page to clients.
assets/interactive-data-visualization-dashboard/app-rq2.py:75
low Security checks quality Quality conf 0.60 Duplicated implementation block across source files
Duplicate implementation blocks are maintenance debt. Keep them visible, but they are not a high-severity defect unless the duplicated logic is security-sensitive or drifting.
assets/mappingpythonleaflet-tutorial-files/map/leafletmap.js:1 duplicationquality
low Security checks quality Quality conf 0.60 Duplicated implementation block across source files
Duplicate implementation blocks are maintenance debt. Keep them visible, but they are not a high-severity defect unless the duplicated logic is security-sensitive or drifting.
assets/mappingpythonleaflet-exercises/exercise04/leafletmap.js:5 duplicationquality
low Security checks quality Documentation No LICENSE file
Add a LICENSE file to your repository. Use choosealicense.com to pick the right license (MIT for permissive, Apache 2.0 for patent protection, GPL for copyleft).
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