https://github.com/DACN-1/MC-AI
· scanned 2026-06-17 01:25 UTC (1 month, 2 weeks ago)
34 raw signals (0 security + 34 graph)
Last scanned 1 month, 2 weeks ago · v2 · last Δ -20.8 (diff) · 34 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.
All 303 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 |
|---|---|---|---|
__init__ |
software | healthy | VLAAgent.py:21 |
feature_dim |
software | healthy | VLAAgent.py:104 |
encode |
software | healthy | VLAAgent.py:112 |
_grab |
software | healthy | VLAAgent.py:156 |
_split_pool |
software | healthy | VLAAgent.py:178 |
_masked_mean |
software | healthy | VLAAgent.py:220 |
forward |
software | dead | VLAAgent.py:228 |
map_to_minerl_action |
software | healthy | action_mapping.py:23 |
build_per_action_vector |
software | healthy | action_mapping.py:125 |
__init__ |
software | healthy | imitation_learning.py:62 |
_add_samples |
software | healthy | imitation_learning.py:116 |
_load_consolidated |
software | healthy | imitation_learning.py:152 |
_load_individual_files |
software | healthy | imitation_learning.py:166 |
_decoder |
software | healthy | imitation_learning.py:185 |
_past_actions |
software | healthy | imitation_learning.py:208 |
__len__ |
software | healthy | imitation_learning.py:221 |
__getitem__ |
software | healthy | imitation_learning.py:224 |
get_stats |
software | dead | imitation_learning.py:233 |
vla_loss |
software | healthy | imitation_learning.py:244 |
compute_class_weights |
software | healthy | imitation_learning.py:338 |
compute_task_active_weights |
software | healthy | imitation_learning.py:388 |
compute_camera_onset_weights |
software | healthy | imitation_learning.py:451 |
_iter_trajectory_dirs |
software | healthy | imitation_learning.py:511 |
apply_history_dropout |
software | healthy | imitation_learning.py:523 |
apply_past_action_slot_dropout |
software | healthy | imitation_learning.py:540 |
_collate |
software | healthy | imitation_learning.py:568 |
_resolve_device |
software | healthy | imitation_learning.py:582 |
_atomic_save |
software | healthy | imitation_learning.py:589 |
_empty_history |
software | healthy | imitation_learning.py:597 |
_try_resume_training |
software | healthy | imitation_learning.py:605 |
_print_device_info |
software | healthy | imitation_learning.py:641 |
train_vla |
software | healthy | imitation_learning.py:653 |
_save_checkpoint |
software | healthy | imitation_learning.py:1167 |
_flat_step_logits |
software | healthy | imitation_learning.py:784 |
_flat_step_targets |
software | healthy | imitation_learning.py:788 |
split_indices_by_stem |
software | healthy | imitation_learning.py:873 |
_cached_collate |
software | healthy | imitation_learning.py:924 |
train_cached_head |
software | healthy | imitation_learning.py:929 |
evaluate_cached |
software | healthy | imitation_learning.py:1337 |
evaluate |
software | healthy | imitation_learning.py:1431 |
consolidate_actions |
software | healthy | consolidate_metadata.py:18 |
consolidate_infos |
software | healthy | consolidate_metadata.py:54 |
consolidate_trajectory |
software | healthy | consolidate_metadata.py:91 |
main |
software | healthy | consolidate_metadata.py:124 |
__init__ |
software | healthy | vpt_camera.py:23 |
n_bins |
software | healthy | vpt_camera.py:34 |
null_bin |
software | healthy | vpt_camera.py:38 |
discretize |
software | healthy | vpt_camera.py:42 |
undiscretize |
software | healthy | vpt_camera.py:58 |
bin_centers |
software | healthy | vpt_camera.py:69 |
Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.
| Label | Layer | Status | Path |
|---|---|---|---|
test_minerl.py |
software | healthy | test_minerl.py |
slurm_train_nvidiaall.sh |
software | healthy | slurm_train_nvidiaall.sh |
CLAUDE.md |
software | healthy | CLAUDE.md |
VLAAgent.py |
software | healthy | VLAAgent.py |
action_mapping.py |
software | healthy | action_mapping.py |
imitation_learning.py |
software | healthy | imitation_learning.py |
slurm_clip_nomove.sh |
software | healthy | slurm_clip_nomove.sh |
consolidate_metadata.py |
software | healthy | consolidate_metadata.py |
download_llava.sh |
software | healthy | download_llava.sh |
vpt_camera.py |
software | healthy | vpt_camera.py |
slurm_train.sh |
software | healthy | slurm_train.sh |
monitor.sh |
software | healthy | monitor.sh |
eval_envs.py |
software | healthy | eval_envs.py |
requirements.txt |
software | healthy | requirements.txt |
color_targets.json |
software | healthy | color_targets.json |
README.md |
software | healthy | README.md |
frozen_vision_baseline.py |
software | healthy | frozen_vision_baseline.py |
feature_cache.py |
software | healthy | feature_cache.py |
run_minerl.sh |
software | healthy | run_minerl.sh |
agent_loader.py |
software | healthy | agent_loader.py |
fp8_probe.py |
software | healthy | fp8_probe.py |
docker-compose.yml |
software | healthy | docker-compose.yml |
constants.py |
software | healthy | constants.py |
eval_logger.py |
software | healthy | eval_logger.py |
inference_server.py |
software | healthy | inference_server.py |
cluster_pipeline.py |
software | healthy | cluster_pipeline.py |
Dockerfile |
software | healthy | Dockerfile |
run_rollout.py |
software | healthy | run_rollout.py |
_grab_eval_frame.py |
software | healthy | _grab_eval_frame.py |
test_camera_onset.py |
software | healthy | tests/test_camera_onset.py |
test_encode_equivalence.py |
software | healthy | tests/test_encode_equivalence.py |
test_frame_history.py |
software | healthy | tests/test_frame_history.py |
__init__.py |
software | healthy | tests/__init__.py |
test_split.py |
software | healthy | tests/test_split.py |
test_action_conversion.py |
software | healthy | tests/test_action_conversion.py |
test_patch_grid.py |
software | healthy | tests/test_patch_grid.py |
inventory_reward.py |
software | healthy | scripts/inventory_reward.py |
analyze_chop_aiming.py |
software | healthy | scripts/analyze_chop_aiming.py |
launch_5090_phase_c.sh |
software | healthy | scripts/launch_5090_phase_c.sh |
setup_vastai_5090.sh |
software | healthy | scripts/setup_vastai_5090.sh |
eval_compare.py |
software | healthy | scripts/eval_compare.py |
probe_5090_throughput.py |
software | healthy | scripts/probe_5090_throughput.py |
setup_vastai_inference.sh |
software | healthy | scripts/setup_vastai_inference.sh |
push_data_to_5090.sh |
software | healthy | scripts/push_data_to_5090.sh |
eval_suite.sh |
software | healthy | scripts/eval_suite.sh |
no_move_fix.md |
software | healthy | docs/no_move_fix.md |
ARCHITECTURE.md |
software | healthy | docs/ARCHITECTURE.md |
rollouts.md |
software | healthy | docs/rollouts.md |
HANDOFF.md |
software | healthy | docs/HANDOFF.md |
first_attempt.md |
software | healthy | docs/first_attempt.md |
Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.
| Label | Layer | Status | Path |
|---|---|---|---|
VLAAgent |
software | healthy | VLAAgent.py:20 |
TrajectoryDataset |
software | healthy | imitation_learning.py:36 |
CameraQuantizer |
software | healthy | vpt_camera.py:20 |
_Combined640EnvSpec |
software | healthy | eval_envs.py:81 |
ReinhardColorWrapper |
software | healthy | eval_envs.py:277 |
FrozenVisionAgent |
software | healthy | frozen_vision_baseline.py:41 |
CachedFeatureDataset |
software | healthy | feature_cache.py:371 |
HeadOnlyAgent |
software | healthy | feature_cache.py:510 |
_CachedHeadRolloutAgent |
software | healthy | agent_loader.py:23 |
EpisodeLogger |
software | healthy | eval_logger.py:16 |
_Handler |
software | healthy | inference_server.py:42 |
_RemoteAgent |
software | healthy | run_rollout.py:29 |
InventoryRewardWrapper |
software | healthy | run_rollout.py:161 |
TestCameraOnsetWeight |
software | healthy | tests/test_camera_onset.py:22 |
SplitPoolSyntheticTests |
software | healthy | tests/test_encode_equivalence.py:38 |
_Cfg |
software | healthy | tests/test_encode_equivalence.py:50 |
_Llava |
software | healthy | tests/test_encode_equivalence.py:52 |
SplitPoolLLaVAIntegrationTests |
software | healthy | tests/test_encode_equivalence.py:151 |
TestFrameHistory |
software | healthy | tests/test_frame_history.py:51 |
TestSplitByStem |
software | healthy | tests/test_split.py:15 |
ActionToTensorEnvFormatTests |
software | healthy | tests/test_action_conversion.py:30 |
ActionToTensorContractorFormatTests |
software | healthy | tests/test_action_conversion.py:69 |
CameraQuantizerTests |
software | healthy | tests/test_action_conversion.py:109 |
MapToMineRLActionTests |
software | healthy | tests/test_action_conversion.py:139 |
ActionToOnehotTests |
software | healthy | tests/test_action_conversion.py:272 |
VLALossShapeTests |
software | healthy | tests/test_action_conversion.py:308 |
HeadOnlyAgentTests |
software | healthy | tests/test_action_conversion.py:346 |
ResumePrimitivesTests |
software | healthy | tests/test_action_conversion.py:386 |
HeadOnlyTrainingResumeTests |
software | healthy | tests/test_action_conversion.py:431 |
TestPoolPatchGrid |
software | healthy | tests/test_patch_grid.py:10 |
| Label | Layer | Status | Path |
|---|---|---|---|
tests |
software | healthy | tests |
scripts |
software | healthy | scripts |
docs |
software | healthy | docs |
_archive |
software | healthy | docs/_archive |
| Label | Layer | Status | Path |
|---|---|---|---|
port:08 |
network | healthy | slurm_clip_nomove.sh |
port:06 |
network | healthy | slurm_train.sh |
port:04 |
network | healthy | slurm_train.sh |
| Label | Layer | Status | Path |
|---|---|---|---|
image::Dockerfile |
hardware | healthy | Dockerfile |
minerl |
hardware | healthy | docker-compose.yml |
| Label | Layer | Status | Path |
|---|---|---|---|
DACN-1__MC-AI |
software | healthy | /data/fable5_failed_archive/DACN-1__MC-AI |
| Label | Layer | Status | Path |
|---|---|---|---|
gpu (detected) |
hardware | healthy | slurm_train_nvidiaall.sh |
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