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marios4371/llm_thesis

https://github.com/marios4371/llm_thesis · scanned 2026-06-16 04:32 UTC (1 month, 4 weeks ago)

15 raw signals (0 security + 15 graph)

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month, 4 weeks ago · v1 · 13 actionable findings from 1 signal source. 2 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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Severity distribution — click a segment to filter
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All 172 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
verify software healthy siv_module.py:171
_forward_audit software healthy siv_module.py:330
_find_unused_givens software healthy siv_module.py:387
_build_symbolic_chain software healthy siv_module.py:415
_fallback_parse software healthy siv_module.py:511
_reconstruct_single_given software healthy siv_module.py:537
get_error_localization_report software healthy siv_module.py:691
_estimate_tokens software healthy baselines.py:87
_parse_numeric software healthy baselines.py:92
direct_answer software healthy baselines.py:121
chain_of_thought software healthy baselines.py:161
self_consistency software healthy baselines.py:203
baseline_only software healthy baselines.py:292
pal software healthy baselines.py:372
pot software healthy baselines.py:470
_make_df software healthy test_metrics.py:21
test_intersection_basic software healthy test_metrics.py:27
test_intersection_empty_input software healthy test_metrics.py:34
setUp software healthy test_metrics.py:39
test_accuracy_computation software healthy test_metrics.py:69
test_delta_and_error_reduction software healthy test_metrics.py:76
test_efficiency_metrics software healthy test_metrics.py:87
test_siv_and_sht_rates software healthy test_metrics.py:97
test_empty_dataframe_no_crash software healthy test_metrics.py:107
test_ci_columns_are_populated software healthy test_metrics.py:118
test_wilson_n_zero software healthy test_metrics.py:137
test_wilson_brackets_point software healthy test_metrics.py:140
test_wilson_extremes software healthy test_metrics.py:149
test_bootstrap_empty software healthy test_metrics.py:159
test_bootstrap_brackets_point software healthy test_metrics.py:163
test_paired_delta_unequal_lengths software healthy test_metrics.py:170
test_paired_delta_brackets_point software healthy test_metrics.py:176
test_exact_when_few_discordant software healthy test_metrics.py:187
test_asymptotic_when_many_discordant software healthy test_metrics.py:203
test_degenerate_no_discordant software healthy test_metrics.py:216
test_intersect_drops_unmatched_ids software healthy test_metrics.py:229
_safe_mean software healthy evaluation_metrics.py:61
wilson_ci software healthy evaluation_metrics.py:84
_z_for_alpha software healthy evaluation_metrics.py:101
bootstrap_ci software healthy evaluation_metrics.py:125
paired_delta_bootstrap_ci software healthy evaluation_metrics.py:159
_intersect_problem_ids software healthy evaluation_metrics.py:194
_restrict_to_ids software healthy evaluation_metrics.py:210
compute_all_metrics software healthy evaluation_metrics.py:228
run_mcnemar_tests software healthy evaluation_metrics.py:388
plot_comparison software healthy evaluation_metrics.py:473
write_artifact_bundle software dead evaluation_metrics.py:593
__init__ software healthy test_baselines.py:32
call_model software healthy test_baselines.py:36
test_returns_baseline_result software healthy test_baselines.py:44

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

LabelLayerStatusPath
GivenReconstruction software healthy siv_module.py:77
SIVResult software healthy siv_module.py:91
SymbolicInverseVerifier software healthy siv_module.py:139
BaselineResult software healthy baselines.py:57
TestIntersection software healthy test_metrics.py:26
TestComputeAllMetrics software healthy test_metrics.py:38
TestConfidenceIntervals software healthy test_metrics.py:136
TestMcNemar software healthy test_metrics.py:186
StubClient software healthy test_baselines.py:29
TestDirectAnswer software healthy test_baselines.py:43
TestChainOfThought software healthy test_baselines.py:66
TestSelfConsistency software healthy test_baselines.py:79
TestBaselineOnly software healthy test_baselines.py:114
TestRegistry software healthy test_baselines.py:127
TestPAL software healthy test_baselines.py:135
TestPoT software healthy test_baselines.py:166
AgentRole software healthy Mas_solver.py:182
ModelConfig software healthy Mas_solver.py:194
RateLimiter software healthy Mas_solver.py:441
TokenBudget software healthy Mas_solver.py:457
PythonExecutor software healthy Mas_solver.py:762
SymbolicSolver software healthy Mas_solver.py:812
LLMCallError software healthy Mas_solver.py:964
UnifiedLLMClient software healthy Mas_solver.py:971
EnhancedProblemManager software healthy Mas_solver.py:1530
AgentResponse software healthy Mas_solver.py:2090
HypothesisResult software healthy Mas_solver.py:2099
HypothesisLog software healthy Mas_solver.py:2112
QualityEnhancedMultiAgentSolver software healthy Mas_solver.py:2123
QualityAwarePipeline software healthy Mas_solver.py:3396

LabelLayerStatusPath
siv_module.py software healthy siv_module.py
baselines.py software healthy baselines.py
test_metrics.py software healthy test_metrics.py
evaluation_metrics.py software healthy evaluation_metrics.py
test_baselines.py software healthy test_baselines.py
Mas_solver.py software healthy Mas_solver.py
opus_extension_prompt.md software healthy opus_extension_prompt.md
test_siv.py software healthy test_siv.py
analyze_results.py software healthy analyze_results.py
EXTENSIONS_README.md software healthy EXTENSIONS_README.md
test_integration.py software healthy test_integration.py

LabelLayerStatusPath
marios4371__llm_thesis software healthy /data/fable5_failed_archive/marios4371__llm_thesis

LabelLayerStatusPath
gpu (detected) hardware healthy Mas_solver.py
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