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raidenippen/detect-model

https://github.com/raidenippen/detect-model · scanned 2026-06-15 23:45 UTC (2 months, 4 weeks ago)

23 raw signals (0 security + 23 graph)

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 4 weeks ago · v1 · 23 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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All 127 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
slugify software healthy scripts/import_hf_dataset.py:51
save_value software healthy scripts/import_hf_dataset.py:55
main software healthy scripts/import_hf_dataset.py:76
photo_gate software healthy scripts/import_hf_dataset.py:111
load_commfor_base software healthy scripts/train.py:59
list_images software healthy scripts/train.py:117
__init__ software healthy scripts/train.py:184
__len__ software healthy scripts/train.py:191
_to_tensor software healthy scripts/train.py:140
__getitem__ software healthy scripts/train.py:194
worker_init software dead scripts/train.py:210
auc_score software healthy scripts/train.py:220
collect_logits software healthy scripts/train.py:236
summarize software healthy scripts/train.py:246
fit_temperature software healthy scripts/train.py:263
closure software dead scripts/train.py:269
_thr_for_fpr software healthy scripts/train.py:279
pick_operating_point software healthy scripts/train.py:288
main software healthy scripts/train.py:319
lr_lambda software dead scripts/train.py:403
save_original software healthy scripts/collect_real.py:64
fetch_and_save software healthy scripts/collect_real.py:87
collect_unsplash software dead scripts/collect_real.py:102
collect_pexels software dead scripts/collect_real.py:161
_wiki_query software healthy scripts/collect_real.py:224
_wiki_fetch software healthy scripts/collect_real.py:231
_wiki_file_urls software healthy scripts/collect_real.py:247
collect_wikimedia software dead scripts/collect_real.py:273
collect_open_images software dead scripts/collect_real.py:338
collect_coco software dead scripts/collect_real.py:387
main software healthy scripts/collect_real.py:439
random_prompt software healthy scripts/collect_ai.py:170
save_png software healthy scripts/collect_ai.py:180
save_bytes software healthy scripts/collect_ai.py:189
collect_local software healthy scripts/collect_ai.py:209
collect_replicate software healthy scripts/collect_ai.py:306
collect_openai software healthy scripts/collect_ai.py:357
main software healthy scripts/collect_ai.py:401
list_images software healthy scripts/split_val.py:25
cluster_by_phash software healthy scripts/split_val.py:32
find software healthy scripts/split_val.py:63
union software healthy scripts/split_val.py:68
split software healthy scripts/split_val.py:92
main software healthy scripts/split_val.py:116
load_commfor software healthy scripts/benchmark_baselines.py:72
classify software dead scripts/benchmark_baselines.py:91
load_classifier software healthy scripts/benchmark_baselines.py:100
ai_score software healthy scripts/benchmark_baselines.py:121
degrade software healthy scripts/benchmark_baselines.py:136
list_images software healthy scripts/benchmark_baselines.py:153

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

LabelLayerStatusPath
README.md software healthy README.md
CLAUDE.md software healthy CLAUDE.md
.env.example software healthy .env.example
requirements.txt software healthy requirements.txt
ROBUSTNESS.md software healthy docs/ROBUSTNESS.md
TRAINING.md software healthy docs/TRAINING.md
train_4090.sh software healthy scripts/train_4090.sh
import_hf_dataset.py software healthy scripts/import_hf_dataset.py
train.py software healthy scripts/train.py
collect_real.py software healthy scripts/collect_real.py
collect_ai.py software healthy scripts/collect_ai.py
split_val.py software healthy scripts/split_val.py
benchmark_baselines.py software healthy scripts/benchmark_baselines.py
eval_operating_point.py software healthy scripts/eval_operating_point.py
validate_dataset.py software healthy scripts/validate_dataset.py
mine_hard_negatives.py software healthy scripts/mine_hard_negatives.py
degrade.py software healthy scripts/degrade.py
collect_community_forensics.py software healthy scripts/collect_community_forensics.py
leakage_probe.py software healthy scripts/leakage_probe.py
CLAUDE.md quality healthy CLAUDE.md

LabelLayerStatusPath
docs software healthy docs
scripts software healthy scripts

LabelLayerStatusPath
TrainSet software healthy scripts/train.py:125
EvalSet software healthy scripts/train.py:181

LabelLayerStatusPath
repobility-clone-o60ibiav software healthy /tmp/repobility-clone-o60ibiav

LabelLayerStatusPath
gpu (detected) hardware healthy CLAUDE.md
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