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v7sm25qk5v-ui/NeuroEdit

https://github.com/v7sm25qk5v-ui/NeuroEdit · scanned 2026-06-16 00:46 UTC (2 months, 1 week ago)

36 raw signals (0 security + 36 graph)

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Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 27 actionable findings from 1 signal source. 9 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
73.0
/100
Security checks
73
0 findings
System graph
73
66.7% cov · 27 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 6 Low 18 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 27 Crowd 0 Layer: Software 10 Frontend 1 Security 1 Cicd 3 Quality 12
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Scan summary Repository scanned at 73.0/100 with 66.7% coverage. It contains 859 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 36 findings — concentrated in quality (19), software (10), cicd (5). Risk profile is low: 0 critical, 0 high, 6 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 24 of 27 actionable findings. 36 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 quality Placeholder conf 1.00 Critical user flow still appears backed by mock or placeholder data
A payment/auth/admin/order/billing-style flow contains mock, fake, TODO, dummy, or placeholder markers in runtime source. In the Fable corpus this is a high-leverage completeness smell: the app can look finished while the money, identity, or tenant flow is still scaffolded.
Mock dataCritical flowGenerated repo pattern
medium System graph cicd CI/CD security conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
softprops/action-gh-release@v2 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/build.yml:81 CI/CD securitySupply chainGithub actions
medium System graph cicd CI/CD security conf 1.00 GitHub Actions workflow grants broad write permissions
CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.
.github/workflows/build.yml CI/CD securitySupply chainGithub actions
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — desktop/scripts/make_smoothness_fixture.py:54
`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — desktop/src/neuroedit_desktop/exporter.py:469
`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
runtime safetyRobustness
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 12 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 cicd CI/CD security conf 1.00 3 occurrences GitHub Action is tag-pinned rather than SHA-pinned
actions/upload-artifact@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
lines 37, 62, 77
.github/workflows/build.yml:37, 62, 77 (3 hits)
CI/CD securitySupply chainGithub actions
low System graph quality Integrity conf 1.00 4 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: desktop/src/neuroedit_desktop/diagnostics.py:log_dir, desktop/src/neuroedit_desktop/diagnostics.py:log 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…
4 occurrences
repo-level (4 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 3 occurrences Near-duplicate function bodies in 4 places
Functions with the same first-5-line body hash: desktop/src/neuroedit_desktop/ui/editor_panels.py:refresh, desktop/src/neuroedit_desktop/ui/editor_panels.py:refresh, desktop/src/neuroedit_desktop/ui/editor_panels.py:refresh, desktop/src/neuroedit_desktop/ui/editor_panels.py:refresh This is *the* A…
3 occurrences
repo-level (3 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 3 occurrences Near-duplicate function bodies in 5 places
Functions with the same first-5-line body hash: desktop/src/neuroedit_desktop/ui/editor_panels.py:set_project, desktop/src/neuroedit_desktop/ui/editor_panels.py:set_project, desktop/src/neuroedit_desktop/ui/editor_panels.py:set_project, desktop/src/neuroedit_desktop/ui/editor_panels.py:set_project …
3 occurrences
repo-level (3 hits)
duplicatesduplication
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.
desktop/src/neuroedit_desktop/ui/tutorial.py:276
low System graph software Dead code conf 1.00 Possibly dead Python function: build_practice_steps
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
desktop/src/neuroedit_desktop/ui/tutorial.py:627
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.
desktop/src/neuroedit_desktop/ui/editor_panels.py:840
low System graph software Dead code conf 1.00 Possibly dead Python function: eventFilter
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
desktop/src/neuroedit_desktop/ui/tutorial.py:171
low System graph software Dead code conf 1.00 Possibly dead Python function: keyReleaseEvent
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
desktop/src/neuroedit_desktop/ui/tutorial.py:415
low System graph software Dead code conf 1.00 Possibly dead Python function: paint
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
desktop/src/neuroedit_desktop/ui/main_window.py:373
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.
desktop/src/neuroedit_desktop/ui/editor_panels.py:1412
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.
desktop/src/neuroedit_desktop/ui/tutorial.py:283
low System graph software Dead code conf 1.00 Possibly dead Python function: redo
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
desktop/src/neuroedit_desktop/ui/main_window.py:4159
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.
desktop/src/neuroedit_desktop/ui/main_window.py:4148
low System graph quality Provenance conf 1.00 Shallow git history limits provenance confidence
The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence.
Git historyGenerated repo pattern
low System graph quality Complexity conf 1.00 Very large file: desktop/src/neuroedit_desktop/ui/editor_panels.py (2244 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: desktop/src/neuroedit_desktop/ui/main_window.py (6114 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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