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tobert/cpal

https://github.com/tobert/cpal · scanned 2026-06-16 00:38 UTC (2 months, 2 weeks ago)

24 raw signals (0 security + 24 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 24 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
73.1
/100
Security checks
73
0 findings
System graph
73
55.6% cov · 24 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 5 Low 13 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 24 Crowd 0 Layer: Software 7 Frontend 1 Security 1 Cicd 1 Quality 14
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Scan summary Repository scanned at 73.1/100 with 55.6% coverage. It contains 539 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 24 findings — concentrated in quality (14), software (7), frontend (1). Risk profile is low: 0 critical, 0 high, 5 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 18 of 24 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 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. 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 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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — contrib/git-timeline-video.py:1029
`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 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
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 29 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 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: src/cpal/server.py:get_session_lock, src/cpal/server.py:get_session 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.
duplicatesduplication
low System graph software Dead code conf 1.00 Possibly dead Python function: ease_bounce
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
contrib/git-timeline-video.py:101
low System graph software Dead code conf 1.00 Possibly dead Python function: render_single_frame
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
contrib/git-timeline-video.py:1023
low System graph software Dead code conf 1.00 Possibly dead Python function: scene_collaboration
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
contrib/git-timeline-video.py:778
low System graph software Dead code conf 1.00 Possibly dead Python function: scene_day_one
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
contrib/git-timeline-video.py:435
low System graph software Dead code conf 1.00 Possibly dead Python function: scene_growing
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
contrib/git-timeline-video.py:669
low System graph software Dead code conf 1.00 Possibly dead Python function: scene_hardening
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
contrib/git-timeline-video.py:550
low System graph software Dead code conf 1.00 Possibly dead Python function: scene_kaizen
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
contrib/git-timeline-video.py:886
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: contrib/git-timeline-video.py (1174 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/cpal/server.py (2264 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: tests/test_tools.py (1626 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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