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Seanachan/FlexHook-CF

https://github.com/Seanachan/FlexHook-CF · scanned 2026-06-16 00:05 UTC (2 months, 3 weeks ago)

66 raw signals (0 security + 66 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 3 weeks ago · v1 · 47 actionable findings from 1 signal source. 19 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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77.8% cov · 47 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 2 Medium 4 Low 30 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 47 Crowd 0 Layer: Software 17 Frontend 1 Security 3 Cicd 1 Quality 25

Exclude dismissed / FP Exclude test files

All 1034 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.

Label	Layer	Status	Path
`create_logger`	software	healthy	`logger.py:10`
`generate_final_results_mix`	software	healthy	`test_utils_mix.py:19`
`__init__`	software	healthy	`loss.py:78`
`forward`	software	healthy	`loss.py:86`
`_update_config_from_file`	software	healthy	`config.py:186`
`update_config`	software	healthy	`config.py:201`
`_check_args`	software	healthy	`config.py:208`
`get_config`	software	healthy	`config.py:298`
`build_scheduler`	software	healthy	`lr_scheduler.py:10`
`__init__`	software	healthy	`lr_scheduler.py:113`
`_get_lr`	software	healthy	`lr_scheduler.py:129`
`get_epoch_values`	software	dead	`lr_scheduler.py:136`
`get_update_values`	software	dead	`lr_scheduler.py:142`
`generate_final_results`	software	healthy	`test_utils.py:48`
`generate_final_results_dance`	software	healthy	`test_utils.py:133`
`build_optimizer`	software	healthy	`optimizer.py:13`
`set_weight_decay`	software	healthy	`optimizer.py:53`
`check_keywords_in_name`	software	healthy	`optimizer.py:70`
`get_pretrain_param_groups`	software	healthy	`optimizer.py:78`
`get_swin_layer`	software	dead	`optimizer.py:98`
`get_finetune_param_groups`	software	healthy	`optimizer.py:114`
`load_checkpoint`	software	healthy	`utils.py:15`
`load_pretrained`	software	healthy	`utils.py:42`
`load_ckpt_my`	software	healthy	`utils.py:224`
`save_checkpoint`	software	healthy	`utils.py:285`
`get_grad_norm`	software	dead	`utils.py:314`
`auto_resume_helper`	software	healthy	`utils.py:327`
`reduce_tensor`	software	healthy	`utils.py:340`
`reduce_tensor_sum`	software	healthy	`utils.py:346`
`ampscaler_get_grad_norm`	software	healthy	`utils.py:352`
`__init__`	software	healthy	`utils.py:371`
`__call__`	software	healthy	`utils.py:374`
`state_dict`	software	healthy	`utils.py:407`
`load_state_dict`	software	healthy	`utils.py:410`
`box_cxcywh_to_xyxy`	software	dead	`utils.py:428`
`box_xyxy_to_cxcywh`	software	dead	`utils.py:435`
`box_iou`	software	healthy	`utils.py:443`
`generalized_box_iou`	software	dead	`utils.py:459`
`masks_to_boxes`	software	dead	`utils.py:482`
`parse_option`	software	healthy	`main.py:37`
`main`	software	healthy	`main.py:116`
`deep_merge_dict`	software	healthy	`main.py:183`
`train_one_epoch`	software	healthy	`main.py:353`
`validate`	software	healthy	`main.py:552`
`multi_dim_dict`	software	healthy	`main.py:680`
`inference`	software	healthy	`main.py:685`
`throughput`	software	healthy	`main.py:736`
`init_random_2d_freqs`	software	healthy	`models/vit_rope.py:15`
`compute_mixed_cis`	software	dead	`models/vit_rope.py:30`
`compute_axial_cis`	software	dead	`models/vit_rope.py:42`

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

Label	Layer	Status	Path
`__init__.py`	software	healthy	`__init__.py`
`logger.py`	software	healthy	`logger.py`
`cpmix.sh`	software	healthy	`cpmix.sh`
`test_utils_mix.py`	software	healthy	`test_utils_mix.py`
`README.md`	software	healthy	`README.md`
`train.sh`	software	healthy	`train.sh`
`loss.py`	software	healthy	`loss.py`
`CLAUDE.md`	software	healthy	`CLAUDE.md`
`config.py`	software	healthy	`config.py`
`lr_scheduler.py`	software	healthy	`lr_scheduler.py`
`train-mix.sh`	software	healthy	`train-mix.sh`
`test_utils.py`	software	healthy	`test_utils.py`
`infer.sh`	software	healthy	`infer.sh`
`eval.sh`	software	healthy	`eval.sh`
`optimizer.py`	software	healthy	`optimizer.py`
`utils.py`	software	healthy	`utils.py`
`LICENSE`	software	healthy	`LICENSE`
`main.py`	software	healthy	`main.py`
`PLAN.md`	software	healthy	`PLAN.md`
`infer_tracker.sh`	software	healthy	`infer_tracker.sh`
`DATASET.md`	software	healthy	`datasets/DATASET.md`
`__init__.py`	software	healthy	`models/__init__.py`
`vit_rope.py`	software	healthy	`models/vit_rope.py`
`swin_transformer_rope.py`	software	healthy	`models/swin_transformer_rope.py`
`mymodel.py`	software	healthy	`models/mymodel.py`
`build.py`	software	healthy	`models/build.py`
`utils.py`	software	healthy	`models/utils.py`
`mymodel_src.py`	software	healthy	`models/mymodel_src.py`
`CKPTS.md`	software	healthy	`SOTA_ckpts/CKPTS.md`
`results-cf-ablation.md`	software	healthy	`docs/results-cf-ablation.md`
`results-ablation-esi-cf.md`	software	healthy	`docs/results-ablation-esi-cf.md`
`lit-mamba-rmot.md`	software	healthy	`docs/lit-mamba-rmot.md`
`lit-lstm-rmot.md`	software	healthy	`docs/lit-lstm-rmot.md`
`colab_esi_setup.md`	software	healthy	`docs/colab_esi_setup.md`
`PRETRAIN.md`	software	healthy	`pretrained/PRETRAIN.md`
`__init__.py`	software	healthy	`CLIP_my/__init__.py`
`hubconf.py`	software	healthy	`CLIP_my/hubconf.py`
`setup.py`	software	healthy	`CLIP_my/setup.py`
`requirements.txt`	software	healthy	`CLIP_my/requirements.txt`
`test_consistency.py`	software	healthy	`CLIP_my/tests/test_consistency.py`
`__init__.py`	software	healthy	`CLIP_my/clip/__init__.py`
`model.py`	software	healthy	`CLIP_my/clip/model.py`
`clip.py`	software	healthy	`CLIP_my/clip/clip.py`
`simple_tokenizer.py`	software	healthy	`CLIP_my/clip/simple_tokenizer.py`
`resmlp_models.py`	software	healthy	`deit/resmlp_models.py`
`losses.py`	software	healthy	`deit/losses.py`
`hubconf.py`	software	healthy	`deit/hubconf.py`
`augment.py`	software	healthy	`deit/augment.py`
`datasets.py`	software	healthy	`deit/datasets.py`
`models_v2.py`	software	healthy	`deit/models_v2.py`

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

Label	Layer	Status	Path
`SimilarityLoss`	software	healthy	`loss.py:14`
`multiSimilarityLoss`	software	healthy	`loss.py:52`
`FocalLoss`	software	healthy	`loss.py:77`
`LinearLRScheduler`	software	healthy	`lr_scheduler.py:60`
`MultiStepLRScheduler`	software	healthy	`lr_scheduler.py:112`
`NativeScalerWithGradNormCount`	software	healthy	`utils.py:368`
`RoPEAttention`	software	healthy	`models/vit_rope.py:85`
`RoPE_Layer_scale_init_Block`	software	healthy	`models/vit_rope.py:107`
`rope_vit_models`	software	healthy	`models/vit_rope.py:119`
`RoPEWindowAttention`	software	healthy	`models/swin_transformer_rope.py:75`
`RoPESwinTransformerBlock`	software	healthy	`models/swin_transformer_rope.py:144`
`RoPEBasicLayer`	software	healthy	`models/swin_transformer_rope.py:165`
`RoPESwinTransformer`	software	healthy	`models/swin_transformer_rope.py:197`
`SimpleSwinTransformer`	software	healthy	`models/swin_transformer_rope.py:258`
`Mlp`	software	healthy	`models/mymodel.py:72`
`Mlp_resid`	software	healthy	`models/mymodel.py:90`
`Conv_resid`	software	healthy	`models/mymodel.py:109`
`MyModel`	software	healthy	`models/mymodel.py:128`
`SelfAttentionLayer`	software	healthy	`models/utils.py:8`
`CrossAttentionLayer`	software	healthy	`models/utils.py:68`
`FFNLayer`	software	healthy	`models/utils.py:132`
`MLP`	software	healthy	`models/utils.py:187`
`Attention`	software	healthy	`models/utils.py:208`
`CAttention`	software	healthy	`models/utils.py:266`
`CAttention_pure`	software	healthy	`models/utils.py:350`
`TransformerBlock`	software	healthy	`models/utils.py:418`
`CATransformerBlock`	software	healthy	`models/utils.py:442`
`CATransformerBlock_noffn`	software	healthy	`models/utils.py:469`
`CATransformerBlockTest`	software	healthy	`models/utils.py:492`
`FeedForward`	software	healthy	`models/utils.py:519`
`PositionEmbeddingSine`	software	healthy	`models/utils.py:534`
`SinusoidalPositionalEmbedding`	software	healthy	`models/utils.py:570`
`Mlp`	software	healthy	`models/mymodel_src.py:11`
`Mlp_resid`	software	healthy	`models/mymodel_src.py:29`
`Conv_resid`	software	healthy	`models/mymodel_src.py:48`
`MyModel_noLRE`	software	healthy	`models/mymodel_src.py:67`
`Bottleneck`	software	healthy	`CLIP_my/clip/model.py:10`
`AttentionPool2d`	software	healthy	`CLIP_my/clip/model.py:58`
`ModifiedResNet`	software	healthy	`CLIP_my/clip/model.py:94`
`LayerNorm`	software	healthy	`CLIP_my/clip/model.py:174`
`QuickGELU`	software	healthy	`CLIP_my/clip/model.py:183`
`ResidualAttentionBlock`	software	healthy	`CLIP_my/clip/model.py:188`
`Transformer`	software	healthy	`CLIP_my/clip/model.py:212`
`VisionTransformer`	software	healthy	`CLIP_my/clip/model.py:223`
`CLIP`	software	healthy	`CLIP_my/clip/model.py:260`
`SimpleTokenizer`	software	healthy	`CLIP_my/clip/simple_tokenizer.py:62`
`Affine`	software	healthy	`deit/resmlp_models.py:15`
`layers_scale_mlp_blocks`	software	healthy	`deit/resmlp_models.py:24`
`resmlp_models`	software	healthy	`deit/resmlp_models.py:42`
`DistillationLoss`	software	healthy	`deit/losses.py:9`

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

Label	Layer	Status	Path
`datasets`	software	healthy	`datasets`
`models`	software	healthy	`models`
`SOTA_ckpts`	software	healthy	`SOTA_ckpts`
`docs`	software	healthy	`docs`
`pretrained`	software	healthy	`pretrained`
`CLIP_my`	software	healthy	`CLIP_my`
`tests`	software	healthy	`CLIP_my/tests`
`clip`	software	healthy	`CLIP_my/clip`
`deit`	software	healthy	`deit`
`TrackEval`	software	healthy	`TrackEval`
`tests`	software	healthy	`TrackEval/tests`
`scripts`	software	healthy	`TrackEval/scripts`
`trackeval`	software	healthy	`TrackEval/trackeval`
`baselines`	software	healthy	`TrackEval/trackeval/baselines`
`datasets`	software	healthy	`TrackEval/trackeval/datasets`
`metrics`	software	healthy	`TrackEval/trackeval/metrics`
`tools`	software	healthy	`tools`
`SwinTransformer`	software	healthy	`SwinTransformer`
`models`	software	healthy	`SwinTransformer/models`
`configs`	software	healthy	`SwinTransformer/configs`
`swinv2`	software	healthy	`SwinTransformer/configs/swinv2`
`swinmlp`	software	healthy	`SwinTransformer/configs/swinmlp`
`swinmoe`	software	healthy	`SwinTransformer/configs/swinmoe`
`swin`	software	healthy	`SwinTransformer/configs/swin`
`swinrope`	software	healthy	`SwinTransformer/configs/swinrope`
`simmim`	software	healthy	`SwinTransformer/configs/simmim`
`kernels`	software	healthy	`SwinTransformer/kernels`
`window_process`	software	healthy	`SwinTransformer/kernels/window_process`
`configs`	software	healthy	`configs`
`train`	software	healthy	`configs/train`
`infer`	software	healthy	`configs/infer`
`tracker_outputs`	software	healthy	`tracker_outputs`

Label	Layer	Status	Path
`repobility-clone-sce4p9kb`	software	healthy	`/tmp/repobility-clone-sce4p9kb`

Label	Layer	Status	Path
`4.4.0.46`	network	healthy	`TrackEval/requirements.txt`

Label	Layer	Status	Path
`gpu (detected)`	hardware	healthy	`README.md`

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Seanachan/FlexHook-CF

Complete repo analysis

function 50+

file 50+

class 50+

directory 32

repo 1

service 1

gpu 1