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yspennstate/toeplitz-hankel-exact-moments

https://github.com/yspennstate/toeplitz-hankel-exact-moments · scanned 2026-06-16 01:08 UTC (2 months, 1 week ago)

16 raw signals (0 security + 16 graph)

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Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 15 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
89.3
/100
Security checks
89
0 findings
System graph
89
44.4% cov · 15 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 3 Low 8 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 15 Crowd 0 Layer: Software 4 Frontend 1 Cicd 1 Quality 9
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Scan summary Repository scanned at 89.3/100 with 44.4% coverage. It contains 86 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 16 findings — concentrated in quality (10), software (4), 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 11 of 15 actionable findings. 16 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 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 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 13 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 72 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: exact_count_check.py:K, exact_count_check.py:K 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 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: cyc
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tl_noncrossing.py:113
low System graph software Dead code conf 1.00 Possibly dead Python function: eq
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
analysis.py:85
low System graph software Dead code conf 1.00 Possibly dead Python function: m2k
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
analysis.py:64
low System graph software Dead code conf 1.00 Possibly dead Python function: worker
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
run_moments.py:23
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
For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.
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