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shosmer/ai-design-simulation

https://github.com/shosmer/ai-design-simulation · scanned 2026-06-16 00:11 UTC (2 months, 2 weeks ago)

30 raw signals (0 security + 30 graph)

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Complete repo analysis

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

JSON
Combined
94.0
/100
Security checks
94
0 findings
System graph
94
66.7% cov · 30 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 10 Low 16 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 30 Crowd 0 Layer: Software 12 Frontend 1 Security 6 Cicd 1 Quality 10
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Scan summary Repository scanned at 94.0/100 with 66.7% coverage. It contains 190 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 30 findings — concentrated in software (12), quality (10), security (6). Risk profile is low: 0 critical, 0 high, 10 medium. Recommended next step: open the software layer findings first — that's where the highest-impact wins live.

Showing 26 of 30 actionable findings. 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 Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, ci, tests. 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 docs/explore.html:106
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
docs/explore.html:106 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in docs/flows.html:87
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
docs/flows.html:87 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in docs/index.html:244
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
docs/index.html:244 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in docs/terrain.html:121
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
docs/terrain.html:121 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in writeup/story/index.html:198
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
writeup/story/index.html:198 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 24 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 50 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 License conf 1.00 No license file detected
No LICENSE/COPYING/NOTICE file was found. Generated repositories often omit licensing, which blocks reuse and automated intake.
Repo hardeningGenerated repo pattern
low System graph software Dead code conf 1.00 Possibly dead Python function: aei_design_task_usage
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/des_sim/targets.py:80
low System graph software Dead code conf 1.00 Possibly dead Python function: categorize
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/des_sim/targets.py:150
low System graph software Dead code conf 1.00 Possibly dead Python function: design_revenue
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/des_sim/targets.py:351
low System graph software Dead code conf 1.00 Possibly dead Python function: page_categories
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/des_sim/model/site.py:680
low System graph software Dead code conf 1.00 Possibly dead Python function: page_data
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/des_sim/model/site.py:1050
low System graph software Dead code conf 1.00 Possibly dead Python function: page_dots
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/des_sim/model/site.py:295
low System graph software Dead code conf 1.00 Possibly dead Python function: page_explore
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/des_sim/model/site.py:190
low System graph software Dead code conf 1.00 Possibly dead Python function: page_flows
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/des_sim/model/site.py:387
low System graph software Dead code conf 1.00 Possibly dead Python function: page_futures
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/des_sim/model/site.py:463
low System graph software Dead code conf 1.00 Possibly dead Python function: page_signals
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/des_sim/model/site.py:749
low System graph software Dead code conf 1.00 Possibly dead Python function: page_story
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/des_sim/model/site.py:1115
low System graph software Dead code conf 1.00 Possibly dead Python function: page_terrain
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/des_sim/model/site.py:568
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: src/des_sim/model/site.py (1152 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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