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VincentChoi33/address-to-digital-twin-mvp

https://github.com/VincentChoi33/address-to-digital-twin-mvp · scanned 2026-06-16 00:50 UTC (2 months, 1 week ago)

54 raw signals (3 security + 51 graph)

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Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 36 actionable findings from 2 signal sources. 19 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
98.1
/100
Security checks
98
2 findings
System graph
98
77.8% cov · 34 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 1 Medium 13 Low 17 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 2 System graph 34 Crowd 0 Layer: Quality 20 Software 4 Frontend 6 Security 6
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Scan summary Repository scanned at 98.1/100 with 77.8% coverage. It contains 737 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 51 findings — concentrated in quality (35), frontend (6), security (6). Risk profile is low: 0 critical, 0 high, 12 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 31 of 36 actionable findings. 55 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 Testing conf 0.78 2 occurrences Foundry mined test ci gap after feedback: VincentChoi33/address-to-digital-twin-mvp
Graph query export: Feedback exposes missing tests or CI Query id: test_ci_gap_after_feedback Query type: motif_query Intent: Hard negatives for feedback/fix chains without adequate guardrails. Motif: test_ci_gap_after_feedback Training usage: hard_negative Graph gold label: supported_by_verificati…
2 occurrences
repo-level (2 hits)
medium Security checks quality maintenance conf 0.70 2 occurrences Foundry mined blueprint gap alignment: VincentChoi33/address-to-digital-twin-mvp
Graph query export: Human feedback aligned with blueprint or architecture gaps Query id: blueprint_gap_alignment Query type: motif_query Intent: Curriculum-gap examples connecting issue threads to helicopter-view gaps. Motif: blueprint_gap_alignment Training usage: curriculum_gap Graph gold label: …
2 occurrences
repo-level (2 hits)
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 security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in public/reports/address_twin_mvp_upgrade_report.html:70
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
public/reports/address_twin_mvp_upgrade_report.html:70 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in src/app/main.ts:102
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
src/app/main.ts:102 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in src/app/ui.ts:264
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
src/app/ui.ts:264 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in src/nvidia/exportOmniversePackage.ts:2
Found a known-risky pattern (node_child_process). Review and replace if possible.
src/nvidia/exportOmniversePackage.ts:2 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in src/nvidia/preflight.ts:1
Found a known-risky pattern (node_child_process). Review and replace if possible.
src/nvidia/preflight.ts:1 Node child process
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — scripts/nvidia_content_agents.py:201
`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 — scripts/nvidia_register_key.py:119
`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 — scripts/nvidia_remote_finish.py:242
`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 — scripts/nvidia_simready_validate.py:68
`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
medium System graph quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 12 placeholder/mock markers across 9 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data.
Mock dataIncompleteGenerated repo pattern
low System graph quality Integrity conf 1.00 23 env vars used in code but missing from .env.example
Drift between code and config docs. The first few: `CONTENT_AGENTS_MATERIAL_GPU`, `CONTENT_AGENTS_PHYSICS_GPU`, `CONTENT_AGENTS_UPSTREAM_ROOT`, `GEMMA_MODEL`, `HOME`, `HOST`, `INFERENCE_NVIDIA_API_KEY`, `JUSO_CONFIRM_KEY` + 15 more. Add them (with a placeholder/comment) to .env.example so onboardin…
config drift
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 38 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 17 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: scripts/nvidia_ovstream_smoke_server.py:do_GET, src/samples/sadang_317_6/omniverse/nvidia_ovstream_smoke_server.py:do_GET This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate o…
17 occurrences
repo-level (17 hits)
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: scripts/nvidia_content_agents.py:load_json, scripts/nvidia_finish.py:load_json, scripts/nvidia_remote_finish.py:load_json, scripts/nvidia_acceptance.py:load_json This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https…
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: scripts/nvidia_content_agents.py:write_reports, scripts/nvidia_finish.py:write_reports, scripts/nvidia_content_agents_deploy_audit.py:write_reports, scripts/nvidia_remote_finish.py:write_reports This is *the* AI-coder failure mode (4× more duplicatio…
duplicatesduplication
low System graph software Dead code conf 1.00 Possibly dead Python function: do_POST
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
deploy/server.py:1683
low System graph software Dead code conf 1.00 Possibly dead Python function: log_message
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/nvidia_ovstream_smoke_server.py:97
low System graph software Dead code conf 1.00 Possibly dead Python function: read_json
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
deploy/server.py:98
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 frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — src/core/runAddressTwin.ts:93
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — src/nvidia/exportOmniversePackage.ts:108
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — src/nvidia/packageHandoff.ts:12
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — src/nvidia/runPreflight.ts:13
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — src/nvidia/validatePackage.ts:7
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph quality Integrity conf 1.00 Stub function `log_message` (body is just `pass`/`return`) — scripts/nvidia_ovstream_smoke_server.py:97
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
low System graph quality Integrity conf 1.00 Stub function `log_message` (body is just `pass`/`return`) — src/samples/sadang_317_6/omniverse/nvidia_ovstream_smoke_server.py:97
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
low System graph quality Complexity conf 1.00 Very large file: deploy/server.py (1733 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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