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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)

UNIFIED Repobility · multi-layer engine · AI coders

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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All 477 nodes from the latest scan, grouped by kind. Each node is a unit the engine identified (file, function, endpoint, table…). Most users won't need this view — it's primarily for debugging the engine's graph extraction or for AI agents that want to enumerate the project structure.

LabelLayerStatusPath
_set_seed software healthy tests/test_determinism.py:21
test_same_seed_same_logits_random_weights software healthy tests/test_determinism.py:27
test_same_input_same_output_eval_mode software healthy tests/test_determinism.py:46
test_dropout_disabled_in_eval software healthy tests/test_determinism.py:57
test_batch_vs_single_consistency software healthy tests/test_determinism.py:71
test_extract_features_consistency software healthy tests/test_determinism.py:88
test_param_count_locked software healthy tests/test_determinism.py:99
test_param_count_with_alternate_classes software healthy tests/test_determinism.py:104
test_feature_dim_locked software healthy tests/test_determinism.py:113
test_logits_dim_locked software healthy tests/test_determinism.py:121
test_v6_param_count_locked software healthy tests/test_v6.py:29
test_v6_smaller_than_v1 software healthy tests/test_v6.py:34
test_v6_forward_shape software healthy tests/test_v6.py:42
test_v6_forward_with_supervision software healthy tests/test_v6.py:53
test_v6_extract_features_shape software healthy tests/test_v6.py:63
test_detect_v1_from_state_dict software healthy tests/test_v6.py:75
test_detect_v6_from_state_dict software healthy tests/test_v6.py:82
test_detect_unknown_architecture_raises software healthy tests/test_v6.py:89
test_engine_v1_predict software healthy tests/test_v6.py:97
test_engine_v6_predict software healthy tests/test_v6.py:105
test_engine_health_includes_arch_version software healthy tests/test_v6.py:113
test_temporal_attention_shape software healthy tests/test_v6.py:122
test_temporal_attention_deterministic_eval software healthy tests/test_v6.py:131
test_trm_shape software healthy tests/test_v6.py:144
test_trm_halt_prob_in_unit_interval software healthy tests/test_v6.py:155
test_v1_param_count_unchanged software healthy tests/test_v6.py:168
test_v1_forward_unchanged software healthy tests/test_v6.py:171
app software healthy tests/test_api_integration.py:27
fresh_engine software healthy tests/test_api_integration.py:34
client software healthy tests/test_api_integration.py:54
test_health_returns_200 software healthy tests/test_api_integration.py:62
test_health_includes_architecture_version software healthy tests/test_api_integration.py:70
test_health_architecture_version_v3_engine software healthy tests/test_api_integration.py:74
test_health_no_engine_returns_down software healthy tests/test_api_integration.py:91
test_version_returns_200 software healthy tests/test_api_integration.py:106
test_valid_signal_returns_200 software healthy tests/test_api_integration.py:117
test_short_signal_returns_400 software healthy tests/test_api_integration.py:129
test_wrong_shape_returns_400 software healthy tests/test_api_integration.py:135
test_stuck_sensor_returns_400 software healthy tests/test_api_integration.py:141
test_no_body_returns_4xx software healthy tests/test_api_integration.py:146
test_response_probabilities_sum_to_one software healthy tests/test_api_integration.py:152
test_response_confidence_in_unit_interval software healthy tests/test_api_integration.py:161
test_response_confidence_band_valid software healthy tests/test_api_integration.py:169
test_invalid_signal_via_csv software healthy tests/test_api_integration.py:176
test_valid_csv_returns_200 software healthy tests/test_api_integration.py:196
test_short_csv_returns_400 software healthy tests/test_api_integration.py:213
test_malformed_csv_returns_400 software healthy tests/test_api_integration.py:222
test_long_signal_aggregation_mean software healthy tests/test_api_integration.py:234
test_long_signal_majority_vote software healthy tests/test_api_integration.py:247
test_invalid_aggregation_method software healthy tests/test_api_integration.py:256

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
RISK_REGISTER.md software healthy RISK_REGISTER.md
PERFORMANCE_BENCHMARKS.md software healthy PERFORMANCE_BENCHMARKS.md
INDEX.md software healthy INDEX.md
CONTRIBUTING.md software healthy CONTRIBUTING.md
CHANGELOG.md software healthy CHANGELOG.md
MODEL_CARD.md software healthy MODEL_CARD.md
requirements.txt software healthy requirements.txt
README.md software healthy README.md
DEPLOYMENT.md software healthy DEPLOYMENT.md
pyproject.toml software healthy pyproject.toml
Makefile software healthy Makefile
SECURITY.md software healthy SECURITY.md
LICENSE software healthy LICENSE
docker-compose.yml software healthy docker-compose.yml
requirements-dev.txt software healthy requirements-dev.txt
.pre-commit-config.yaml software healthy .pre-commit-config.yaml
RETRACTIONS.md software healthy RETRACTIONS.md
Dockerfile software healthy Dockerfile
test_determinism.py software healthy tests/test_determinism.py
test_v6.py software healthy tests/test_v6.py
test_api_integration.py software healthy tests/test_api_integration.py
test_smoke.py software healthy tests/test_smoke.py
__init__.py software healthy tests/__init__.py
test_preprocessing_edge_cases.py software healthy tests/test_preprocessing_edge_cases.py
test_ood.py software healthy tests/test_ood.py
test_substrate_v3.py software healthy tests/test_substrate_v3.py
test_concurrency.py software healthy tests/test_concurrency.py
test_few_shot.py software healthy tests/test_few_shot.py
quantize.py software healthy scripts/quantize.py
generate_manifest.py software healthy scripts/generate_manifest.py
export_onnx.py software healthy scripts/export_onnx.py
verify_per_class.py software healthy scripts/verify_per_class.py
benchmark_inference.py software healthy scripts/benchmark_inference.py
__init__.py software healthy scripts/__init__.py
verify_with_source_v6.py software healthy scripts/verify_with_source_v6.py
verify_checkpoint.py software healthy scripts/verify_checkpoint.py
audit_supply_chain.py software healthy scripts/audit_supply_chain.py
verify_onnx_parity.py software healthy scripts/verify_onnx_parity.py
diagnose_v6.py software healthy scripts/diagnose_v6.py
per_bearing_f1_breakdown.py software healthy scripts/per_bearing_f1_breakdown.py
ci.yml software healthy .github/workflows/ci.yml
README.md software healthy checkpoints/README.md
04_api_client.py software healthy examples/04_api_client.py
generate_sample_signal.py software healthy examples/generate_sample_signal.py
02_batch_inference.py software healthy examples/02_batch_inference.py
01_basic_inference.py software healthy examples/01_basic_inference.py
03_few_shot_adaptation.py software healthy examples/03_few_shot_adaptation.py
__init__.py software healthy server/__init__.py
main.py software healthy server/main.py
schemas.py software healthy server/schemas.py

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
TestDeterminism software healthy tests/test_determinism.py:26
TestArchitectureFrozen software healthy tests/test_determinism.py:98
TestV6Architecture software healthy tests/test_v6.py:28
TestArchitectureAutoDetect software healthy tests/test_v6.py:74
TestEngineDualArchitecture software healthy tests/test_v6.py:96
TestTemporalSelfAttentionUnit software healthy tests/test_v6.py:121
TestTinyRecursiveReasonerUnit software healthy tests/test_v6.py:143
TestBackwardCompatV1 software healthy tests/test_v6.py:165
TestHealthEndpoint software healthy tests/test_api_integration.py:61
TestVersionEndpoint software healthy tests/test_api_integration.py:105
TestPredictEndpointJson software healthy tests/test_api_integration.py:116
TestPredictCsvEndpoint software healthy tests/test_api_integration.py:193
TestPredictLongSignal software healthy tests/test_api_integration.py:233
TestApiKey software healthy tests/test_api_integration.py:270
TestBodySizeLimit software healthy tests/test_api_integration.py:296
TestMetricsEndpoint software healthy tests/test_api_integration.py:312
TestErrorHandling software healthy tests/test_api_integration.py:331
TestKillShotDosLongSignal software healthy tests/test_api_integration.py:347
TestKillShotRaggedList software healthy tests/test_api_integration.py:420
TestKillShotOodAbstain software healthy tests/test_api_integration.py:449
TestValidateSignal software healthy tests/test_preprocessing_edge_cases.py:18
TestPreprocessSignal software healthy tests/test_preprocessing_edge_cases.py:150
TestPreprocessBatch software healthy tests/test_preprocessing_edge_cases.py:179
TestNumericalStability software healthy tests/test_preprocessing_edge_cases.py:209
TestFloat32OverflowFiniteness software healthy tests/test_preprocessing_edge_cases.py:240
TestPlausibilityGateSynthetic software healthy tests/test_ood.py:59
TestPlausibilityGateRealFemto software healthy tests/test_ood.py:130
TestEngineOodIntegration software healthy tests/test_ood.py:147
TestThreadSafetyReadOnly software healthy tests/test_concurrency.py:30
_OnnxWrapper software healthy scripts/export_onnx.py:37
_JsonLogFormatter software healthy server/main.py:89
_Metrics software healthy server/main.py:126
JsonSignalRequest software healthy server/main.py:372
PredictResponse software healthy server/schemas.py:36
BatchPredictResponse software healthy server/schemas.py:57
HealthResponse software healthy server/schemas.py:63
ErrorResponse software healthy server/schemas.py:73
LongSignalRequest software healthy server/schemas.py:78
TinyRecursiveReasoner software healthy aion_nexus/recursive_reasoner.py:24
PredictionResult software healthy aion_nexus/inference.py:47
InferenceEngine software healthy aion_nexus/inference.py:87
MultiScaleTemporalCNN software healthy aion_nexus/model.py:21
AttentionFusion software healthy aion_nexus/model.py:60
TemporalEncoder software healthy aion_nexus/model.py:82
ClassificationHead software healthy aion_nexus/model.py:108
AIONNexus software healthy aion_nexus/model.py:128
AIONNexusV6 software healthy aion_nexus/model_v6.py:40
OODConfig software healthy aion_nexus/ood.py:91
OODResult software healthy aion_nexus/ood.py:109
FewShotAdapter software healthy aion_nexus/few_shot.py:41

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
tests software healthy tests
scripts software healthy scripts
.github software healthy .github
workflows software healthy .github/workflows
checkpoints software healthy checkpoints
examples software healthy examples
server software healthy server
docs software healthy docs
aion_nexus software healthy aion_nexus
results software healthy results
lobo_cv_v6 software healthy results/lobo_cv_v6

LabelLayerStatusPath
GET /version api healthy server/main.py
GET /health api healthy server/main.py
GET /metrics api healthy server/main.py
POST /predict api healthy server/main.py
POST /predict_csv api healthy server/main.py
POST /predict_batch api healthy server/main.py
POST /predict_long_signal api healthy server/main.py

LabelLayerStatusPath
test cicd healthy .github/workflows/ci.yml
build-check cicd healthy .github/workflows/ci.yml
docker-build cicd healthy .github/workflows/ci.yml
supply-chain-audit cicd healthy .github/workflows/ci.yml

LabelLayerStatusPath
port:8080 network healthy README.md
port:06 network healthy .github/workflows/ci.yml

LabelLayerStatusPath
image::Dockerfile hardware healthy Dockerfile
aion-nexus hardware healthy docker-compose.yml

LabelLayerStatusPath
Dan23RR__AION-Nexus software healthy /data/fable5_failed_archive/Dan23RR__AION-Nexus

LabelLayerStatusPath
gpu (detected) hardware healthy README.md

LabelLayerStatusPath
gha::ci cicd healthy .github/workflows/ci.yml
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