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D4vidHuang/CoRefusion

https://github.com/D4vidHuang/CoRefusion · scanned 2026-06-17 01:25 UTC (1 month, 2 weeks ago)

85 raw signals (0 security + 85 graph)

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month, 2 weeks ago · v2 · last Δ -11.5 (diff) · 49 actionable findings from 1 signal source. 36 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 1024 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
__init__ software healthy unified_framework.py:35
load software healthy unified_framework.py:217
generate software healthy unified_framework.py:221
run_model software healthy unified_framework.py:257
analyze_csv software healthy analyze_full_edit_signal.py:4
extract_num software dead analyze_full_edit_signal.py:10
cohens_d software healthy analyze_exp_bc.py:65
extract_num software dead generate_edit_signal_plots.py:26
tqdm software healthy run_inference.py:16
main software healthy run_inference.py:22
__getattr__ software healthy experiments/check_multi_token_noise.py:11
__call__ software healthy experiments/check_multi_token_noise.py:13
nms software dead experiments/check_multi_token_noise.py:23
calculate_token_entropy software healthy experiments/check_multi_token_noise.py:28
identify_bad_names software healthy experiments/check_multi_token_noise.py:37
get_num_transfer_tokens software healthy experiments/check_multi_token_noise.py:45
add_gumbel_noise software healthy experiments/check_multi_token_noise.py:54
expand_sequence_with_masks software healthy experiments/check_multi_token_noise.py:62
run_multi_token_noise_experiment software healthy experiments/check_multi_token_noise.py:86
log_and_print software healthy experiments/check_multi_token_noise.py:96
visualize_results software healthy experiments/visualize_token_adhesion.py:6
load_test_data software healthy experiments/llm_judge_variable_naming.py:98
extract_context software healthy experiments/llm_judge_variable_naming.py:142
build_user_prompt software healthy experiments/llm_judge_variable_naming.py:194
load_judge software healthy experiments/llm_judge_variable_naming.py:212
_apply_chat_template software healthy experiments/llm_judge_variable_naming.py:229
parse_verdict software healthy experiments/llm_judge_variable_naming.py:264
judge_one software healthy experiments/llm_judge_variable_naming.py:287
collect_benchmark_files software healthy experiments/llm_judge_variable_naming.py:338
load_existing_results software healthy experiments/llm_judge_variable_naming.py:359
evaluate_file software healthy experiments/llm_judge_variable_naming.py:374
main software healthy experiments/llm_judge_variable_naming.py:568
__getattr__ software healthy experiments/run_refine_id_diffucoder.py:13
__call__ software healthy experiments/run_refine_id_diffucoder.py:14
nms software dead experiments/run_refine_id_diffucoder.py:20
clean_prediction software healthy experiments/run_refine_id_diffucoder.py:33
run_experiment software healthy experiments/run_refine_id_diffucoder.py:57
__getattr__ software healthy experiments/inspect_diffucoder_history.py:7
__call__ software healthy experiments/inspect_diffucoder_history.py:8
nms software dead experiments/inspect_diffucoder_history.py:16
inspect_history software healthy experiments/inspect_diffucoder_history.py:19
parse_run_name software healthy experiments/score_deobfuscation_consistency.py:59
score_file software healthy experiments/score_deobfuscation_consistency.py:71
aggregate software healthy experiments/score_deobfuscation_consistency.py:108
main software healthy experiments/score_deobfuscation_consistency.py:138
__getattr__ software healthy experiments/scaled_naming_flip_step.py:15
__call__ software healthy experiments/scaled_naming_flip_step.py:16
nms software dead experiments/scaled_naming_flip_step.py:22
get_java_identifier_metadata software healthy experiments/scaled_naming_flip_step.py:27
traverse software healthy experiments/scaled_naming_flip_step.py:45

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

LabelLayerStatusPath
unified_framework.py software healthy unified_framework.py
fix_oom.py software healthy fix_oom.py
analyze_results_temp.py software warning analyze_results_temp.py
generate_presentation_plots.py software healthy generate_presentation_plots.py
README.md software healthy README.md
analyze_full_edit_signal.py software healthy analyze_full_edit_signal.py
analyze_exp_bc.py software healthy analyze_exp_bc.py
LICENSE software healthy LICENSE
analyze_edit_signal.py software healthy analyze_edit_signal.py
generate_edit_signal_plots.py software healthy generate_edit_signal_plots.py
run_inference.py software healthy run_inference.py
check_multi_token_noise.py software healthy experiments/check_multi_token_noise.py
visualize_token_adhesion.py software healthy experiments/visualize_token_adhesion.py
run_llm_judge_dreamon_java.sh software healthy experiments/run_llm_judge_dreamon_java.sh
llm_judge_variable_naming.py software healthy experiments/llm_judge_variable_naming.py
run_refine_id_diffucoder.py software healthy experiments/run_refine_id_diffucoder.py
inspect_diffucoder_history.py software healthy experiments/inspect_diffucoder_history.py
score_deobfuscation_consistency.py software healthy experiments/score_deobfuscation_consistency.py
scaled_naming_flip_step.py software healthy experiments/scaled_naming_flip_step.py
exp_overconfidence_stratified.py software healthy experiments/exp_overconfidence_stratified.py
experiment_a_internal_rep.py software healthy experiments/experiment_a_internal_rep.py
exp_context_sensitivity_stratified.py software healthy experiments/exp_context_sensitivity_stratified.py
run_llm_judge_unified.py software healthy experiments/run_llm_judge_unified.py
check_java_syntax.py software healthy experiments/check_java_syntax.py
filter_by_length.py software healthy experiments/filter_by_length.py
benchmark_diffusion_models.py software healthy experiments/benchmark_diffusion_models.py
experiment_deobfuscation_refineID.py software healthy experiments/experiment_deobfuscation_refineID.py
run_llm_judge_dreamon.sh software healthy experiments/run_llm_judge_dreamon.sh
analyse_diffusion_steps.py software healthy experiments/analyse_diffusion_steps.py
dreamcoder_naming_flip_step.py software healthy experiments/dreamcoder_naming_flip_step.py
dreamcoder_step_by_step.py software healthy experiments/dreamcoder_step_by_step.py
analyze_deobfuscation.py software healthy experiments/analyze_deobfuscation.py
benchmark_dreamon.py software healthy experiments/benchmark_dreamon.py
export_java_data.py software healthy experiments/export_java_data.py
naming_flip_step.py software healthy experiments/naming_flip_step.py
dreamcoder_refactor_showcase.py software healthy experiments/dreamcoder_refactor_showcase.py
compare_math_vs_smell_noise.py software healthy experiments/compare_math_vs_smell_noise.py
benchmark_ar_models_fim.py software healthy experiments/benchmark_ar_models_fim.py
run_refine_id_ar.py software healthy experiments/run_refine_id_ar.py
benchmark_t5_models.py software healthy experiments/benchmark_t5_models.py
run_refine_id_dreamcoder_no_prompt.py software healthy experiments/run_refine_id_dreamcoder_no_prompt.py
exp_diffusion_steps_benchmark.py software healthy experiments/exp_diffusion_steps_benchmark.py
run_llm_judge_dreamon_java.py software healthy experiments/run_llm_judge_dreamon_java.py
run_diffucoder_noise_exp.py software healthy experiments/run_diffucoder_noise_exp.py
benchmark_codet5p_16b.py software healthy experiments/benchmark_codet5p_16b.py
experiment_b_unmasking_order.py software healthy experiments/experiment_b_unmasking_order.py
experiment_deobfuscation.py software healthy experiments/experiment_deobfuscation.py
run_refine_id_diffucoder_no_prompt.py software healthy experiments/run_refine_id_diffucoder_no_prompt.py
run_llm_judge.sh software healthy experiments/run_llm_judge.sh
benchmark_dreamon_java_identifiers.py software healthy experiments/benchmark_dreamon_java_identifiers.py

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

LabelLayerStatusPath
BaseModel software healthy unified_framework.py:34
CodeGemmaModel software healthy unified_framework.py:46
DeepSeekModel software healthy unified_framework.py:61
DiffuCoderModel software healthy unified_framework.py:76
LLaDAModel software healthy unified_framework.py:129
LlamaModel software healthy unified_framework.py:178
QwenModel software healthy unified_framework.py:200
DreamCoderModel software healthy unified_framework.py:216
MockModule software healthy experiments/check_multi_token_noise.py:10
DummyOps software healthy experiments/check_multi_token_noise.py:22
MockModule software healthy experiments/run_refine_id_diffucoder.py:12
DummyOps software healthy experiments/run_refine_id_diffucoder.py:19
MockModule software healthy experiments/inspect_diffucoder_history.py:6
DummyOps software healthy experiments/inspect_diffucoder_history.py:15
MockModule software healthy experiments/scaled_naming_flip_step.py:14
DummyOps software healthy experiments/scaled_naming_flip_step.py:21
MockModule software healthy experiments/experiment_a_internal_rep.py:17
DummyOps software healthy experiments/experiment_a_internal_rep.py:26
MockModule software healthy experiments/benchmark_diffusion_models.py:47
DummyOps software healthy experiments/benchmark_diffusion_models.py:56
MockModule software healthy experiments/experiment_deobfuscation_refineID.py:52
DummyOps software healthy experiments/experiment_deobfuscation_refineID.py:60
MockModule software healthy experiments/dreamcoder_naming_flip_step.py:14
DummyOps software healthy experiments/dreamcoder_naming_flip_step.py:21
MockModule software healthy experiments/dreamcoder_step_by_step.py:10
DummyOps software healthy experiments/dreamcoder_step_by_step.py:22
_MockModule software healthy experiments/benchmark_dreamon.py:61
_DummyOps software healthy experiments/benchmark_dreamon.py:69
MockModule software healthy experiments/naming_flip_step.py:10
DummyOps software healthy experiments/naming_flip_step.py:17
MockModule software healthy experiments/dreamcoder_refactor_showcase.py:5
DummyOps software healthy experiments/dreamcoder_refactor_showcase.py:20
MockModule software healthy experiments/compare_math_vs_smell_noise.py:73
DummyOps software healthy experiments/compare_math_vs_smell_noise.py:82
MockModule software healthy experiments/run_refine_id_dreamcoder_no_prompt.py:12
DummyOps software healthy experiments/run_refine_id_dreamcoder_no_prompt.py:19
_MockModule software healthy experiments/exp_diffusion_steps_benchmark.py:101
_DummyOps software healthy experiments/exp_diffusion_steps_benchmark.py:109
MockModule software healthy experiments/run_diffucoder_noise_exp.py:10
DummyOps software healthy experiments/run_diffucoder_noise_exp.py:19
MockModule software healthy experiments/experiment_b_unmasking_order.py:17
DummyOps software healthy experiments/experiment_b_unmasking_order.py:26
MockModule software healthy experiments/experiment_deobfuscation.py:27
DummyOps software healthy experiments/experiment_deobfuscation.py:36
MockModule software healthy experiments/run_refine_id_diffucoder_no_prompt.py:12
DummyOps software healthy experiments/run_refine_id_diffucoder_no_prompt.py:19
_MockModule software healthy experiments/benchmark_dreamon_java_identifiers.py:114
_DummyOps software healthy experiments/benchmark_dreamon_java_identifiers.py:122
MockModule software healthy experiments/experiment_constrained_v2.py:12
DummyOps software healthy experiments/experiment_constrained_v2.py:21

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

LabelLayerStatusPath
experiments software healthy experiments
tests software healthy experiments/tests
1t5t_exp software healthy experiments/1t5t_exp
smell_as_noise_refactoring software healthy experiments/smell_as_noise_refactoring
multi_site_rename software healthy experiments/multi_site_rename
notebooks software healthy notebooks
scripts software healthy scripts
server software healthy server
jobs software healthy server/jobs
models software healthy models
figures software healthy figures
analysis software healthy analysis
dreamon_results software healthy analysis/dreamon_results
docs software healthy docs
figures software healthy docs/figures
logo software healthy docs/logo
detector software healthy detector
ml_layer software healthy detector/ml_layer
runs software healthy detector/ml_layer/runs
20260509_160652 software healthy detector/ml_layer/runs/20260509_160652
20260509_155804 software healthy detector/ml_layer/runs/20260509_155804
comparison_results software healthy detector/comparison_results
.claude software healthy .claude

LabelLayerStatusPath
port:08 network healthy experiments/run_llm_judge_dreamon_java.sh
port:06 network healthy experiments/run_llm_judge_dreamon.sh
port:01 network healthy scripts/scaledNamingFlip.sh
port:02 network healthy scripts/dreamcoderNamingFlip.sh
port:16 network healthy server/gen_model_jobs.sh
port:18 network healthy server/gen_model_jobs.sh
port:12 network healthy server/gen_model_jobs.sh
port:30 network healthy server/gen_model_jobs.sh
port:04 network healthy server/gen_model_jobs.sh
port:20 network healthy server/jobs/fill_lj.sh

LabelLayerStatusPath
D4vidHuang__CoRefusion software healthy /data/fable5_failed_archive/D4vidHuang__CoRefusion

LabelLayerStatusPath
gpu (detected) hardware healthy unified_framework.py
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