yangdabei/tara-misalignment-persona — Repobility public scan

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yangdabei/tara-misalignment-persona

https://github.com/yangdabei/tara-misalignment-persona · scanned 2026-06-16 01:04 UTC (2 months, 1 week ago)

29 raw signals (0 security + 29 graph)

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Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 29 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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Security checks

66.7% cov · 29 findings

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Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 0 Medium 2 Low 25 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 29 Crowd 0 Layer: Software 20 Frontend 1 Security 1 Cicd 1 Quality 6

Exclude dismissed / FP Exclude test files

Top 10 actions, ranked by impact × ease. Severity drives impact; tag-based fix-clarity drives ease.

#1

No auth library detected

GapSeverity.MEDIUM Layer.SECURITY score 0.338

Why: medium severity

#2

No CI/CD pipelines detected

GapSeverity.MEDIUM Layer.CICD score 0.225

Why: medium severity

#3

Possibly dead Python function: compute_lead_time

GapSeverity.LOW Layer.SOFTWARE score 0.140

Why: low severity · clean removal is a safe PR

Fix: If genuinely unused, remove the function in src/monitoring/checkpoint_monitor.py:86; if framework-registered, add a docstring.

src/monitoring/checkpoint_monitor.py:86

#4

Possibly dead Python function: compute_roc

GapSeverity.LOW Layer.SOFTWARE score 0.140

Why: low severity · clean removal is a safe PR

Fix: If genuinely unused, remove the function in src/monitoring/checkpoint_monitor.py:136; if framework-registered, add a docstring.

src/monitoring/checkpoint_monitor.py:136

#5

Possibly dead Python function: plot_trajectories

GapSeverity.LOW Layer.SOFTWARE score 0.140

Why: low severity · clean removal is a safe PR

Fix: If genuinely unused, remove the function in src/monitoring/checkpoint_monitor.py:173; if framework-registered, add a docstring.

src/monitoring/checkpoint_monitor.py:173

#6

Possibly dead Python function: load_base_model

GapSeverity.LOW Layer.SOFTWARE score 0.140

Why: low severity · clean removal is a safe PR

Fix: If genuinely unused, remove the function in src/helpers/model_utils.py:55; if framework-registered, add a docstring.

src/helpers/model_utils.py:55

#7

Possibly dead Python function: load_peft_model

GapSeverity.LOW Layer.SOFTWARE score 0.140

Why: low severity · clean removal is a safe PR

Fix: If genuinely unused, remove the function in src/helpers/model_utils.py:79; if framework-registered, add a docstring.

src/helpers/model_utils.py:79

#8

Possibly dead Python function: clear_gpu_memory

GapSeverity.LOW Layer.SOFTWARE score 0.140

Why: low severity · clean removal is a safe PR

Fix: If genuinely unused, remove the function in src/helpers/model_utils.py:109; if framework-registered, add a docstring.

src/helpers/model_utils.py:109

#9

Possibly dead Python function: run_first_plot_eval

GapSeverity.LOW Layer.SOFTWARE score 0.140

Why: low severity · clean removal is a safe PR

Fix: If genuinely unused, remove the function in src/helpers/judge_utils.py:115; if framework-registered, add a docstring.

src/helpers/judge_utils.py:115

#10

Possibly dead Python function: gen_with_steer

GapSeverity.LOW Layer.SOFTWARE score 0.140

Why: low severity · clean removal is a safe PR

Fix: If genuinely unused, remove the function in src/helpers/hook_utils.py:86; if framework-registered, add a docstring.

src/helpers/hook_utils.py:86

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