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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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UNIFIED Repobility · multi-layer engine · AI coders

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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66.7% cov · 29 findings

Severity distribution — click a segment to filter

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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

All 155 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.

Label	Layer	Status	Path
`forward`	software	healthy	`tests/test_hooks.py:44`
`__init__`	software	healthy	`tests/test_hooks.py:40`
`_unit`	software	healthy	`tests/test_hooks.py:48`
`test_return_layers_on_dummy`	software	healthy	`tests/test_hooks.py:54`
`test_capper_identity_above_threshold`	software	healthy	`tests/test_hooks.py:60`
`test_capper_clamps_above_threshold`	software	healthy	`tests/test_hooks.py:70`
`test_capper_floor_mode_raises_low_projection`	software	healthy	`tests/test_hooks.py:84`
`test_capper_floor_mode_identity_above_threshold`	software	healthy	`tests/test_hooks.py:96`
`test_capper_removes_hooks_on_exit`	software	healthy	`tests/test_hooks.py:107`
`test_steering_hook_adds_scaled_direction`	software	healthy	`tests/test_hooks.py:119`
`test_pairwise_cosine_identity`	software	healthy	`tests/test_directions.py:21`
`test_pairwise_cosine_orthogonal`	software	healthy	`tests/test_directions.py:32`
`test_ablate_direction_orthogonal`	software	healthy	`tests/test_directions.py:39`
`test_ablate_preserves_orthogonal_component`	software	healthy	`tests/test_directions.py:49`
`test_mean_diff_normalization`	software	healthy	`tests/test_directions.py:57`
`test_principal_angle_identical_and_orthogonal`	software	healthy	`tests/test_directions.py:66`
`test_subspace_explained_variance`	software	healthy	`tests/test_directions.py:76`
`__init__`	software	healthy	`tests/test_orthogonalize.py:58`
`forward`	software	healthy	`tests/test_orthogonalize.py:62`
`_rand_dir`	software	healthy	`tests/test_orthogonalize.py:69`
`test_residual_stream_cannot_carry_direction`	software	healthy	`tests/test_orthogonalize.py:73`
`test_orthogonalize_is_idempotent`	software	healthy	`tests/test_orthogonalize.py:83`
`test_writer_projection_norms_reports_zero_after`	software	healthy	`tests/test_orthogonalize.py:92`
`test_layer_range_restricts_and_skips_embedding`	software	healthy	`tests/test_orthogonalize.py:99`
`test_b_callback_keeps_lora_b_orthogonal_across_steps`	software	healthy	`tests/test_orthogonalize.py:109`
`test_bf16_roundtrip_leaves_only_quantization_floor`	software	healthy	`tests/test_orthogonalize.py:125`
`test_b_callback_does_not_touch_other_weights`	software	healthy	`tests/test_orthogonalize.py:136`
`__init__`	software	healthy	`src/monitoring/checkpoint_monitor.py:30`
`record`	software	healthy	`src/monitoring/checkpoint_monitor.py:35`
`_sorted`	software	healthy	`src/monitoring/checkpoint_monitor.py:58`
`_series`	software	healthy	`src/monitoring/checkpoint_monitor.py:61`
`_first_crossing`	software	healthy	`src/monitoring/checkpoint_monitor.py:70`
`_sigma_threshold`	software	healthy	`src/monitoring/checkpoint_monitor.py:76`
`compute_lead_time`	software	dead	`src/monitoring/checkpoint_monitor.py:86`
`compute_roc`	software	dead	`src/monitoring/checkpoint_monitor.py:136`
`plot_trajectories`	software	dead	`src/monitoring/checkpoint_monitor.py:173`
`from_log`	software	healthy	`src/monitoring/checkpoint_monitor.py:225`
`_return_layers`	software	healthy	`src/helpers/model_utils.py:37`
`load_base_model`	software	dead	`src/helpers/model_utils.py:55`
`load_peft_model`	software	dead	`src/helpers/model_utils.py:79`
`_normalize_messages`	software	healthy	`src/helpers/model_utils.py:84`
`get_layer_count`	software	dead	`src/helpers/model_utils.py:104`
`clear_gpu_memory`	software	dead	`src/helpers/model_utils.py:109`
`_parse_score`	software	healthy	`src/helpers/judge_utils.py:54`
`score_with_autorater`	software	healthy	`src/helpers/judge_utils.py:65`
`score_alignment`	software	healthy	`src/helpers/judge_utils.py:88`
`score_coherence`	software	healthy	`src/helpers/judge_utils.py:95`
`is_em_response`	software	healthy	`src/helpers/judge_utils.py:102`
`load_eval_questions`	software	healthy	`src/helpers/judge_utils.py:109`
`run_first_plot_eval`	software	dead	`src/helpers/judge_utils.py:115`

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

Label	Layer	Status	Path
`README.md`	software	healthy	`README.md`
`PROGRESS.md`	software	healthy	`PROGRESS.md`
`.env.example`	software	healthy	`.env.example`
`requirements.txt`	software	healthy	`requirements.txt`
`test_hooks.py`	software	healthy	`tests/test_hooks.py`
`test_directions.py`	software	healthy	`tests/test_directions.py`
`test_orthogonalize.py`	software	healthy	`tests/test_orthogonalize.py`
`README.md`	software	healthy	`results/README.md`
`04_orthogonalized_finetuning_plan.md`	software	healthy	`docs/04_orthogonalized_finetuning_plan.md`
`__init__.py`	software	healthy	`src/__init__.py`
`__init__.py`	software	healthy	`src/monitoring/__init__.py`
`checkpoint_monitor.py`	software	healthy	`src/monitoring/checkpoint_monitor.py`
`__init__.py`	software	healthy	`src/helpers/__init__.py`
`model_utils.py`	software	healthy	`src/helpers/model_utils.py`
`judge_utils.py`	software	healthy	`src/helpers/judge_utils.py`
`hook_utils.py`	software	healthy	`src/helpers/hook_utils.py`
`generation_utils.py`	software	healthy	`src/helpers/generation_utils.py`
`lora_trainer.py`	software	healthy	`src/finetuning/lora_trainer.py`
`__init__.py`	software	healthy	`src/finetuning/__init__.py`
`orthogonalize.py`	software	healthy	`src/finetuning/orthogonalize.py`
`__init__.py`	software	healthy	`src/directions/__init__.py`
`geometry.py`	software	healthy	`src/directions/geometry.py`
`assistant_axis.py`	software	healthy	`src/directions/assistant_axis.py`
`mean_diff.py`	software	healthy	`src/directions/mean_diff.py`

Label	Layer	Status	Path
`DummyBlock`	software	healthy	`tests/test_hooks.py:19`
`DummyInner`	software	healthy	`tests/test_hooks.py:26`
`DummyModel`	software	healthy	`tests/test_hooks.py:37`
`DummyAttn`	software	healthy	`tests/test_orthogonalize.py:22`
`DummyMLP`	software	healthy	`tests/test_orthogonalize.py:28`
`DummyLayer`	software	healthy	`tests/test_orthogonalize.py:37`
`DummyInner`	software	healthy	`tests/test_orthogonalize.py:48`
`DummyLM`	software	healthy	`tests/test_orthogonalize.py:55`
`CheckpointMonitor`	software	healthy	`src/monitoring/checkpoint_monitor.py:17`
`SteeringHook`	software	healthy	`src/helpers/hook_utils.py:24`
`ActivationCapper`	software	healthy	`src/helpers/hook_utils.py:112`
`CappingCallback`	software	healthy	`src/helpers/hook_utils.py:173`
`ActivationCache`	software	healthy	`src/helpers/hook_utils.py:194`
`EMFineTuneConfig`	software	healthy	`src/finetuning/lora_trainer.py:29`
`EMCheckpointCallback`	software	healthy	`src/finetuning/lora_trainer.py:115`
`BOrthogonalizeCallback`	software	healthy	`src/finetuning/orthogonalize.py:121`

Label	Layer	Status	Path
`tests`	software	healthy	`tests`
`results`	software	healthy	`results`
`docs`	software	healthy	`docs`
`src`	software	healthy	`src`
`monitoring`	software	healthy	`src/monitoring`
`helpers`	software	healthy	`src/helpers`
`finetuning`	software	healthy	`src/finetuning`
`directions`	software	healthy	`src/directions`

Label	Layer	Status	Path
`repobility-clone-fqxcp8bk`	software	healthy	`/tmp/repobility-clone-fqxcp8bk`

Label	Layer	Status	Path
`gpu (detected)`	hardware	healthy	`README.md`

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yangdabei/tara-misalignment-persona

Complete repo analysis

function 50+

file 24

class 16

directory 8

repo 1

gpu 1