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ssamalsamir/cot-model-specificity

https://github.com/ssamalsamir/cot-model-specificity · scanned 2026-06-16 00:20 UTC (2 months, 2 weeks ago)

10 raw signals (0 security + 10 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 9 actionable findings from 1 signal source. 1 repeated signal grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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Combined
91.8
/100
Security checks
92
0 findings
System graph
92
66.7% cov · 9 findings
Critical
0
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Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
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Severity: Critical 0 High 0 Medium 3 Low 4 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 9 Crowd 0 Layer: Frontend 1 Security 1 Cicd 1 Quality 6

All 36 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
wilson software healthy make_appendix.py:11
mcnemar software healthy make_appendix.py:19
holm software healthy make_appendix.py:26
stars software healthy make_appendix.py:32
fmt_log software healthy make_figures.py:26
setup_env software healthy run_experiments_local.py:50
max_new_tokens_for software healthy run_experiments_local.py:136
build_prompt software healthy run_experiments_local.py:147
extract_answer software healthy run_experiments_local.py:218
check_correct software healthy run_experiments_local.py:289
gsm8k_continuous software healthy run_experiments_local.py:301
wilson_ci software healthy run_experiments_local.py:330
mcnemar_test software healthy run_experiments_local.py:341
holm_correction software healthy run_experiments_local.py:351
sig_stars software healthy run_experiments_local.py:361
__init__ software healthy run_experiments_local.py:419
generate software healthy run_experiments_local.py:439
unload software healthy run_experiments_local.py:465
_config software healthy run_experiments_local.py:430
load_benchmark software healthy run_experiments_local.py:471
run_experiment software healthy run_experiments_local.py:505
write_cost_table software healthy run_experiments_local.py:619
aggregate software healthy run_experiments_local.py:652

LabelLayerStatusPath
paper.html software healthy paper.html
run_seed43_chunks.sh software healthy run_seed43_chunks.sh
make_appendix.py software healthy make_appendix.py
make_figures.py software healthy make_figures.py
README.md software healthy README.md
run_experiments_local.py software healthy run_experiments_local.py
merge_seed43_gemma.py software healthy merge_seed43_gemma.py
LICENSE software healthy LICENSE
requirements.txt software healthy requirements.txt

LabelLayerStatusPath
MLXModel software healthy run_experiments_local.py:366
GeminiModel software healthy run_experiments_local.py:418

LabelLayerStatusPath
repobility-clone-xyiz7y21 software healthy /tmp/repobility-clone-xyiz7y21

LabelLayerStatusPath
gpu (detected) hardware healthy run_experiments_local.py
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