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robotmabel/website

https://github.com/robotmabel/website · scanned 2026-06-15 23:53 UTC (2 months, 3 weeks ago)

45 raw signals (0 security + 45 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 3 weeks ago · v1 · 41 actionable findings from 1 signal source. 4 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
86.3
/100
Security checks
86
0 findings
System graph
86
77.8% cov · 41 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 0 Medium 13 Low 23 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 41 Crowd 0 Layer: Software 14 Frontend 1 Security 8 Cicd 1 Quality 17
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Scan summary Repository scanned at 86.3/100 with 77.8% coverage. It contains 1137 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 45 findings — concentrated in quality (21), software (14), security (8). Risk profile is low: 0 critical, 0 high, 13 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 36 of 41 actionable findings. 45 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 Agent instructions conf 1.00 Agent instructions exist but release-hardening basics are missing
AI-coder instruction files were found, but the repo is missing ci, tests, operator-readme. Treat this as a contract gap: the agent is guided, but the generated output is not yet guarded by the controls that make it repeatable.
Repo hardeningGenerated repo pattern
medium System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: ci, tests, operator-readme. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.
Repo hardeningGenerated repo pattern
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 assets/explode-viewer.js:91
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
assets/explode-viewer.js:91 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in assets/mabel.js:256
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
assets/mabel.js:256 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in assets/teleop-app.js:697
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
assets/teleop-app.js:697 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in mabel-2.html:3233
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
mabel-2.html:3233 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in mabel-3.html:3235
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
mabel-3.html:3235 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in mabel-4.html:3211
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
mabel-4.html:3211 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in mabel-onepage-original.html:3210
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
mabel-onepage-original.html:3210 Direct innerhtml assignment
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 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 14 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths.
Coverage
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 5 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 2 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: assets/tools/gen_gui_mockups.py:head, assets/tools/gen_gui_mockups.py:head 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 2 occurrences Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: assets/tools/gen_gui_mockups.py:A, assets/tools/gen_gui_mockups.py:A, assets/tools/gen_gui_mockups.py:A 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 the…
2 occurrences
repo-level (2 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: assets/tools/gen_gui_mockups.py:R, assets/tools/gen_gui_mockups.py:R, assets/tools/gen_gui_mockups.py:R, assets/tools/gen_gui_mockups.py:R This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygien…
3 occurrences
repo-level (3 hits)
duplicatesduplication
low System graph software Dead code conf 1.00 Possibly dead Python function: arm
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
assets/tools/gen_ios_app.py:146
low System graph software Dead code conf 1.00 Possibly dead Python function: bridge_svg
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
assets/tools/gen_gui_mockups.py:723
low System graph software Dead code conf 1.00 Possibly dead Python function: data_svg
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
assets/tools/gen_gui_mockups.py:794
low System graph software Dead code conf 1.00 Possibly dead Python function: dataflow_svg
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
assets/tools/gen_gui_mockups.py:309
low System graph software Dead code conf 1.00 Possibly dead Python function: hand_svg
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
assets/tools/gen_gui_mockups.py:159
low System graph software Dead code conf 1.00 Possibly dead Python function: home
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
assets/tools/gen_ios_app.py:248
low System graph software Dead code conf 1.00 Possibly dead Python function: nav
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
assets/tools/gen_ios_app.py:180
low System graph software Dead code conf 1.00 Possibly dead Python function: policies
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
assets/tools/gen_ios_app.py:217
low System graph software Dead code conf 1.00 Possibly dead Python function: retarget_svg
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
assets/tools/gen_gui_mockups.py:659
low System graph software Dead code conf 1.00 Possibly dead Python function: ros_graph_svg
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
assets/tools/gen_gui_mockups.py:352
low System graph software Dead code conf 1.00 Possibly dead Python function: swerve_demo_svg
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
assets/tools/gen_gui_mockups.py:218
low System graph software Dead code conf 1.00 Possibly dead Python function: swerve_svg
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
assets/tools/gen_gui_mockups.py:70
low System graph software Dead code conf 1.00 Possibly dead Python function: system_arch_mobile_svg
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
assets/tools/gen_gui_mockups.py:590
low System graph software Dead code conf 1.00 Possibly dead Python function: system_arch_svg
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
assets/tools/gen_gui_mockups.py:498
low System graph quality Docs conf 1.00 README lacks setup or run instructions
A README exists, but it does not contain common install/setup/run markers. This matches a frequent generated-code pattern: UI is present, operational handoff is thin.
ReadmeRepo hardeningGenerated repo pattern
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: assets/teleop-app.js (1686 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: assets/three/jsm/loaders/GLTFLoader.js (4663 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: assets/tools/gen_gui_mockups.py (850 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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