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ethanfel/8-cut

https://github.com/ethanfel/8-cut · scanned 2026-06-16 04:22 UTC (2 months ago)

41 raw signals (0 security + 41 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months ago · v1 · 30 actionable findings from 1 signal source. 11 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
96.5
/100
Security checks
97
0 findings
System graph
97
55.6% cov · 30 findings
Critical
0
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Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 0 Medium 1 Low 28 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 30 Crowd 0 Layer: Software 20 Security 1 Quality 9
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Scan summary Repository scanned at 96.5/100 with 55.6% coverage. It contains 362 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 41 findings — concentrated in software (20), quality (20), security (1). Risk profile is low: 0 critical, 0 high, 1 medium. Recommended next step: open the software layer findings first — that's where the highest-impact wins live.

Showing 29 of 30 actionable findings. 41 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.

medium System graph security Coverage conf 1.00 No auth library detected
The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). The repo has auth/admin/session surface indicators, so auth may live in custom code, in a separate service, or be missing.
auth
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 20 console/debugger/print-style debug statements in non-test source. This is a common fast-generation residue before production cleanup.
CleanupRepo hardeningGenerated repo pattern
low System graph quality Integrity conf 1.00 11 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: main.py:positive_folders, main.py:positive_folder This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate.
11 occurrences
repo-level (11 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: main.py:mousePressEvent, main.py:mousePressEvent, main.py:mousePressEvent This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate.
duplicatesduplication
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 4 places
Functions with the same first-5-line body hash: main.py:cancel, main.py:cancel, main.py:cancel, main.py:cancel This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate.
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 6 places
Functions with the same first-5-line body hash: main.py:paintEvent, main.py:paintEvent, main.py:paintEvent, main.py:paintEvent This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate.
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 8 places
Functions with the same first-5-line body hash: main.py:run, main.py:run, main.py:run, main.py:run This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate.
duplicatesduplication
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `keeper_old` in main.py:1717
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph software Dead code conf 1.00 Possibly dead Python function: advance
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:3607
low System graph software Dead code conf 1.00 Possibly dead Python function: all_regions
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:1569
low System graph software Dead code conf 1.00 Possibly dead Python function: clear_active_scan_region
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:2040
low System graph software Dead code conf 1.00 Possibly dead Python function: clear_all
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:3550
low System graph software Dead code conf 1.00 Possibly dead Python function: contextMenuEvent
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:3680
low System graph software Dead code conf 1.00 Possibly dead Python function: current_path
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:3620
low System graph software Dead code conf 1.00 Possibly dead Python function: delete_selected
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:1404
low System graph software Dead code conf 1.00 Possibly dead Python function: dragEnterEvent
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:7830
low System graph software Dead code conf 1.00 Possibly dead Python function: dragMoveEvent
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:7836
low System graph software Dead code conf 1.00 Possibly dead Python function: dropEvent
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:7842
low System graph software Dead code conf 1.00 Possibly dead Python function: finish
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:3341
low System graph software Dead code conf 1.00 Possibly dead Python function: follow_main
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:3273
low System graph software Dead code conf 1.00 Possibly dead Python function: has_results
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:1623
low System graph software Dead code conf 1.00 Possibly dead Python function: mouseMoveEvent
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:3136
low System graph software Dead code conf 1.00 Possibly dead Python function: mousePressEvent
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:3133
low System graph software Dead code conf 1.00 Possibly dead Python function: mouseReleaseEvent
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:2584
low System graph software Dead code conf 1.00 Possibly dead Python function: paintEvent
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:3182
low System graph software Dead code conf 1.00 Possibly dead Python function: set_active_scan_region
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:2018
low System graph software Dead code conf 1.00 Possibly dead Python function: undo
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:1626
low System graph software Dead code conf 1.00 Possibly dead Python function: wheelEvent
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:2626
low System graph quality Complexity conf 1.00 Very large file: main.py (7855 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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