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Yuanqi1231/VLSI-Testing

https://github.com/Yuanqi1231/VLSI-Testing · scanned 2026-06-16 01:08 UTC (2 months, 1 week ago)

36 raw signals (0 security + 36 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 32 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.

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Combined
95.0
/100
Security checks
95
0 findings
System graph
95
55.6% cov · 32 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 4 Low 25 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 32 Crowd 0 Layer: Software 11 Frontend 1 Security 1 Cicd 1 Quality 18
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Scan summary Repository scanned at 95.0/100 with 55.6% coverage. It contains 248 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 36 findings — concentrated in quality (18), software (15), frontend (1). Risk profile is low: 0 critical, 0 high, 4 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 29 of 32 actionable findings. 36 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 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
1 test file(s) for 25 source file(s) (ratio 0.04). 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 154 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: sim/ml_diagnose.py:load_data, sim/ml_diagnose_v2.py:load_v2 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 quality Integrity conf 1.00 Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: sim/verify_sections.py:deck, sim/verify_sections.py:deck, sim/verify_sections.py:deck 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 quality Integrity conf 1.00 Near-duplicate function bodies in 4 places
Functions with the same first-5-line body hash: sim/ml_diagnose.py:forward, sim/ml_diagnose.py:forward, sim/ml_diagnose_v2.py:forward, sim/ml_diagnose_v2.py:forward This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or doc…
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 quality Integrity conf 1.00 Old/deprecated-named symbol `ablations_v2` in sim/ablations_v2.py:4
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `extra_v2` in sim/extra_v2.py:3
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `extra_v2` in sim/why_ai_v2.py:1
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `ml_diagnose_v2` in sim/ml_diagnose_v2.py:3
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `results_v2` in slides/render_ladder.py:6
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `results_v2` in slides/render_telemetry_value.py:5
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `run_v2` in sim/d2dsim/wave_campaign_v2.py:182
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `wave_campaign_v2` in sim/run_wave2.py:5
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_campaign
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sim/run.py:140
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_probe
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sim/run.py:126
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_selftest
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sim/run.py:149
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_single
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sim/run.py:84
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_tdr
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sim/run.py:112
low System graph software Dead code conf 1.00 5 occurrences Possibly dead Python function: forward
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
5 files, 5 locations
sim/extra_models.py:43
sim/extra_v2.py:38
sim/ml_diagnose.py:117
sim/ml_diagnose_v2.py:159
sim/why_ai_v2.py:138
low System graph software Dead code conf 1.00 Possibly dead Python function: period
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sim/d2dsim/prbs.py:39
low System graph software Dead code conf 1.00 Possibly dead Python function: r_on_eff
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sim/d2dsim/physics.py:131
low System graph software Dead code conf 1.00 Possibly dead Python function: run_wave_campaign
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sim/d2dsim/wave_campaign.py:107
low System graph software Dead code conf 1.00 Possibly dead Python function: t_die_from_power
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sim/d2dsim/physics.py:32
low System graph software Dead code conf 1.00 Possibly dead Python function: to_dict
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sim/d2dsim/params.py:185
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
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