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Dan23RR/AION-Nexus

https://github.com/Dan23RR/AION-Nexus · scanned 2026-06-17 01:25 UTC (1 month, 2 weeks ago)

38 raw signals (0 security + 38 graph)

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Complete repo analysis

Last scanned 1 month, 2 weeks ago · v2 · last Δ +5.7 (diff) · 30 actionable findings from 1 signal source. 8 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
82.4
/100
Security checks
82
0 findings
System graph
82
77.8% cov · 30 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 22 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 30 Crowd 0 Layer: Software 3 Network 1 Hardware 1 Security 1 Cicd 2 Quality 22
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Scan summary Repository scanned at 82.4/100 with 77.8% coverage. It contains 477 nodes across 7 cross-layer flows, written primarily in mixed languages. Engine surfaced 38 findings — concentrated in quality (22), software (8), cicd (5). 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 25 of 30 actionable findings. 38 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 cicd CI/CD security conf 1.00 2 occurrences GitHub Action is tag-pinned rather than SHA-pinned
docker/setup-buildx-action@v3 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
lines 82, 85
.github/workflows/ci.yml:82, 85 (2 hits)
CI/CD securitySupply chainGithub actions
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 network Security conf 1.00 Privileged port 6 in use
Port 6 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
.github/workflows/ci.yml Ports
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 118 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 hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: python:3.11-slim
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
Dockerfile:4 containersPinned dependencies
low System graph cicd CI/CD security conf 1.00 3 occurrences GitHub Action is tag-pinned rather than SHA-pinned
actions/setup-python@v5 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
lines 26, 57, 121
.github/workflows/ci.yml:26, 57, 121 (3 hits)
CI/CD securitySupply chainGithub actions
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 4 places
Functions with the same first-5-line body hash: scripts/verify_with_source_v6.py:f1_macro, scripts/verify_checkpoint.py:f1_macro, scripts/diagnose_v6.py:f1_macro, scripts/per_bearing_f1_breakdown.py:f1_macro This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https:/…
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 5 places
Functions with the same first-5-line body hash: aion_nexus/model.py:forward, aion_nexus/model.py:forward, aion_nexus/model.py:forward, aion_nexus/model.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 docum…
duplicatesduplication
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `aion_nexus_v1` in aion_nexus/few_shot.py:51
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 `aion_nexus_v1` in aion_nexus/inference.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 `aion_nexus_v1` in examples/01_basic_inference.py:26
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 `aion_nexus_v1` in examples/02_batch_inference.py:26
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 `aion_nexus_v1` in examples/03_few_shot_adaptation.py:37
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 `aion_nexus_v1` in examples/04_api_client.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 `aion_nexus_v1` in scripts/export_onnx.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 `aion_nexus_v1` in scripts/per_bearing_f1_breakdown.py:21
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 `aion_nexus_v1` in scripts/quantize.py:9
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 `aion_nexus_v1` in scripts/verify_checkpoint.py:20
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 `aion_nexus_v1` in scripts/verify_onnx_parity.py:9
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 `aion_nexus_v1` in scripts/verify_per_class.py:15
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 `aion_nexus_v1` in server/main.py:13
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 `test_v6_smaller_than_v1` in tests/test_v6.py:34
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: bearing_collate_fn
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
results/lobo_cv_v6/lobo_cv_validation.py:191
low System graph software Dead code conf 1.00 Possibly dead Python function: format
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
server/main.py:92
low System graph software Dead code conf 1.00 6 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.
6 files, 6 locations
aion_nexus/model.py:156
aion_nexus/model_v6.py:98
aion_nexus/recursive_reasoner.py:72
aion_nexus/substrate_v3.py:161
aion_nexus/temporal_attention.py:62
scripts/export_onnx.py:41
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