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Central-Park-Walk/central-park-walk

https://github.com/Central-Park-Walk/central-park-walk · scanned 2026-06-16 02:52 UTC (2 months, 1 week ago)

113 raw signals (0 security + 113 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v5 · 16 actionable findings from 1 signal source. 1 repeated signal grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
95.0
/100
Security checks
95
0 findings
System graph
95
66.7% cov · 16 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 3 Low 10 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 16 Crowd 0 Layer: Software 5 Quality 8 Frontend 1 Security 1 Cicd 1
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Scan summary Repository scanned at 95.0/100 with 66.7% coverage. It contains 99 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 17 findings — concentrated in quality (9), software (5), frontend (1). Risk profile is low: 0 critical, 0 high, 3 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 13 of 16 actionable findings. 17 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
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 8 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths.
Coverage
low System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: ci, tests. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.
Repo hardeningGenerated repo pattern
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 256 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: convert_to_godot.py:build_height_grid_lidar, convert_to_godot.py:build_height_grid 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 3 places
Functions with the same first-5-line body hash: convert_to_godot.py:world_to_pixel, convert_to_godot.py:world_to_pixel, convert_to_godot.py:world_to_pixel 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 …
duplicatesduplication
low System graph software Dead code conf 1.00 Possibly dead Python function: build_height_grid
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
convert_to_godot.py:446
low System graph software Dead code conf 1.00 Possibly dead Python function: prebake_boundary_mask
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
convert_to_godot.py:4080
low System graph software Dead code conf 1.00 Possibly dead Python function: prebake_water_grids
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
convert_to_godot.py:2921
low System graph software Dead code conf 1.00 Possibly dead Python function: prebake_world_atlas
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
convert_to_godot.py:3083
low System graph software Dead code conf 1.00 Possibly dead Python function: sample
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
convert_to_godot.py:462
low System graph quality Complexity conf 1.00 Very large file: convert_to_godot.py (4123 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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