Public scan — anyone with this URL can view this analysis. Sign up to track your own repos privately, run scheduled re-scans, and get AI fix prompts via your dashboard.

riordanaa/PSC-Policy-Experiments

https://github.com/riordanaa/PSC-Policy-Experiments · scanned 2026-06-15 23:51 UTC (2 months, 3 weeks ago)

66 raw signals (0 security + 66 graph)

File as issue Image

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 3 weeks ago · v1 · 51 actionable findings from 1 signal source. 15 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON

55.6% cov · 51 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 0 Medium 5 Low 40 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 51 Crowd 0 Layer: Software 27 Frontend 1 Security 1 Cicd 1 Quality 21

Exclude dismissed / FP Exclude test files

All 711 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
`sigmoid`	software	healthy	`ds_world.py:13`
`__init__`	software	healthy	`ds_world.py:104`
`update`	software	healthy	`ds_world.py:83`
`normalize`	software	healthy	`ds_world.py:34`
`_reset_on_change`	software	healthy	`ds_world.py:55`
`select_arm`	software	healthy	`ds_world.py:61`
`get_weights`	software	healthy	`ds_world.py:96`
`get_arm_counts`	software	healthy	`ds_world.py:99`
`set_per_episode_learning_rates`	software	healthy	`ds_world.py:238`
`clear_per_episode_learning_rates`	software	dead	`ds_world.py:243`
`_initialize_with_last_state`	software	healthy	`ds_world.py:248`
`save_checkpoint`	software	healthy	`ds_world.py:265`
`load_checkpoint`	software	healthy	`ds_world.py:282`
`_update_hist`	software	healthy	`ds_world.py:313`
`reset`	software	healthy	`ds_world.py:318`
`_select_state`	software	healthy	`ds_world.py:359`
`_get_trend`	software	healthy	`ds_world.py:369`
`_compute_backlog_balance`	software	healthy	`ds_world.py:375`
`step_reward`	software	healthy	`ds_world.py:400`
`update_drls`	software	healthy	`ds_world.py:712`
`perform_update`	software	healthy	`ds_world.py:723`
`take_actions`	software	healthy	`ds_world.py:738`
`_update_next_state`	software	healthy	`ds_world.py:814`
`_update_states_from_dict`	software	healthy	`ds_world.py:820`
`_get_observation_size`	software	healthy	`ds_world.py:830`
`get_state_values`	software	healthy	`ds_world.py:841`
`_load_with_seed_tag`	software	healthy	`gen_reward_inputs.py:38`
`mean_se`	software	healthy	`gen_reward_inputs.py:65`
`shade_disruption`	software	healthy	`gen_reward_inputs.py:72`
`plot_line`	software	healthy	`gen_reward_inputs.py:79`
`save_fig`	software	healthy	`gen_reward_inputs.py:85`
`build_state_config`	software	healthy	`config.py:240`
`get_ds_connected_hcs`	software	healthy	`config.py:262`
`get_ds_connected_mns`	software	healthy	`config.py:266`
`get_hc_connected_dss`	software	dead	`config.py:270`
`get_mn_connected_dss`	software	dead	`config.py:274`
`get_num_actions_for_ds`	software	healthy	`config.py:278`
`set_global_seeds`	software	healthy	`config.py:287`
`snapshot_config`	software	healthy	`config.py:301`
`save_config_snapshot`	software	healthy	`config.py:316`
`save_run_seed_metadata`	software	healthy	`config.py:325`
`load_config_from_snapshot`	software	dead	`config.py:338`
`phase_means`	software	healthy	`gen_reward_components_single.py:42`
`mean_se`	software	healthy	`gen_reward_components.py:46`
`phase_means`	software	healthy	`gen_reward_components.py:52`
`apply_config_overrides`	software	healthy	`run_r5_diagnostic.py:62`
`build_simulation_single_drl`	software	healthy	`run_r5_diagnostic.py:93`
`run_episode`	software	dead	`run_r5_diagnostic.py:137`
`_save_checkpoint_with_state`	software	healthy	`run_r5_diagnostic.py:147`
`phase_train`	software	healthy	`run_r5_diagnostic.py:159`

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

Label	Layer	Status	Path
`ds_world.py`	software	healthy	`ds_world.py`
`run_batch_C.sh`	software	healthy	`run_batch_C.sh`
`run_batch_B.sh`	software	healthy	`run_batch_B.sh`
`README.md`	software	healthy	`README.md`
`gen_reward_inputs.py`	software	healthy	`gen_reward_inputs.py`
`CLAUDE.md`	software	healthy	`CLAUDE.md`
`config.py`	software	healthy	`config.py`
`gen_reward_components_single.py`	software	healthy	`gen_reward_components_single.py`
`gen_reward_components.py`	software	healthy	`gen_reward_components.py`
`run_r5_diagnostic.py`	software	healthy	`run_r5_diagnostic.py`
`model_a2c.py`	software	healthy	`model_a2c.py`
`generate_plots.py`	software	healthy	`generate_plots.py`
`gen_reward_components_v2.py`	software	healthy	`gen_reward_components_v2.py`
`gen_deadzone.py`	software	healthy	`gen_deadzone.py`
`run_batch_A.sh`	software	healthy	`run_batch_A.sh`
`run_all_studies.sh`	software	healthy	`run_all_studies.sh`
`LICENSE`	software	healthy	`LICENSE`
`run_parallel.sh`	software	healthy	`run_parallel.sh`
`requirements.txt`	software	healthy	`requirements.txt`
`regen_plots.py`	software	healthy	`regen_plots.py`
`test_pipeline.py`	software	healthy	`test_pipeline.py`
`metrics_vds.py`	software	healthy	`value_decomposition_study/metrics_vds.py`
`run_vds.py`	software	healthy	`value_decomposition_study/run_vds.py`
`LEDGER.md`	software	healthy	`value_decomposition_study/LEDGER.md`
`make_figures_vds.py`	software	healthy	`value_decomposition_study/make_figures_vds.py`
`policies_v2.py`	software	healthy	`value_decomposition_study/policies_v2.py`
`analyze_ds_seat.py`	software	healthy	`value_decomposition_study/analyze_ds_seat.py`
`analyze_phase1.py`	software	healthy	`value_decomposition_study/analyze_phase1.py`
`gates_vds.py`	software	healthy	`value_decomposition_study/gates_vds.py`
`STATUS.md`	software	healthy	`value_decomposition_study/STATUS.md`
`analyze_phase2.py`	software	healthy	`value_decomposition_study/analyze_phase2.py`
`PLAN.md`	software	healthy	`value_decomposition_study/PLAN.md`
`run_sat_ladder.py`	software	healthy	`value_decomposition_study/run_sat_ladder.py`
`NEXT_PLAN.md`	software	healthy	`value_decomposition_study/NEXT_PLAN.md`
`audit_phase1.py`	software	healthy	`value_decomposition_study/audit/audit_phase1.py`
`audit_phase2.py`	software	healthy	`value_decomposition_study/audit/audit_phase2.py`
`H9_severity_aware_redirect.md`	software	healthy	`value_decomposition_study/hypotheses/H9_severity_aware_redi…`
`H7_lever_flip_map.md`	software	healthy	`value_decomposition_study/hypotheses/H7_lever_flip_map.md`
`H4_ceiling.md`	software	healthy	`value_decomposition_study/hypotheses/H4_ceiling.md`
`H1_glut_fix.md`	software	healthy	`value_decomposition_study/hypotheses/H1_glut_fix.md`
`H10_recurrence_coverage_equity.md`	software	healthy	`value_decomposition_study/hypotheses/H10_recurrence_coverag…`
`H2_buffer_null_frontier.md`	software	healthy	`value_decomposition_study/hypotheses/H2_buffer_null_frontie…`
`H3_detection.md`	software	healthy	`value_decomposition_study/hypotheses/H3_detection.md`
`H8_ds_seat_thesis_world.md`	software	healthy	`value_decomposition_study/hypotheses/H8_ds_seat_thesis_worl…`
`H6_frontier.md`	software	healthy	`value_decomposition_study/hypotheses/H6_frontier.md`
`HA_addenda_taper_fairness.md`	software	healthy	`value_decomposition_study/hypotheses/HA_addenda_taper_fairn…`
`H5_routing_under_scarcity.md`	software	healthy	`value_decomposition_study/hypotheses/H5_routing_under_scarc…`
`experiment_config.json`	software	healthy	`r5_test_results_fixed_schedule/experiment_config.json`
`r5_findings.md`	software	healthy	`r5_test_results_fixed_schedule/r5_findings.md`
`training_state.json`	software	healthy	`r5_test_results_fixed_schedule/checkpoint_ep25/training_sta…`

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

Label	Layer	Status	Path
`RunningNormalizer`	software	healthy	`ds_world.py:17`
`UCBPBandit`	software	healthy	`ds_world.py:40`
`DsWorld`	software	healthy	`ds_world.py:103`
`Actor`	software	healthy	`model_a2c.py:27`
`Critic`	software	healthy	`model_a2c.py:148`
`a2c_Model`	software	healthy	`model_a2c.py:223`
`TestActorDense`	software	healthy	`test_pipeline.py:36`
`TestActorGRU`	software	healthy	`test_pipeline.py:86`
`TestCriticDense`	software	healthy	`test_pipeline.py:134`
`TestCriticGRU`	software	healthy	`test_pipeline.py:153`
`TestA2CModel`	software	healthy	`test_pipeline.py:172`
`TestDsWorld`	software	healthy	`test_pipeline.py:222`
`TestDsWorldDS2`	software	healthy	`test_pipeline.py:263`
`TestSigmoid`	software	healthy	`test_pipeline.py:280`
`TestOrderIDs`	software	healthy	`test_pipeline.py:292`
`TestAllocation`	software	healthy	`test_pipeline.py:302`
`TestSimulationPipeline`	software	healthy	`test_pipeline.py:380`
`TestDRLInventoryFlow`	software	healthy	`test_pipeline.py:483`
`TestCollectData`	software	healthy	`test_pipeline.py:529`
`RecoveryAwareWriteoffHC`	software	healthy	`value_decomposition_study/policies_v2.py:43`
`DetectRerouteHC`	software	healthy	`value_decomposition_study/policies_v2.py:70`
`UpstreamSignalRerouteHC`	software	healthy	`value_decomposition_study/policies_v2.py:122`
`HeadroomCappedRerouteHC`	software	healthy	`value_decomposition_study/policies_v2.py:153`
`CapacityAwareRerouteHC`	software	healthy	`value_decomposition_study/policies_v2.py:207`
`DiscountWriteoffHC`	software	healthy	`value_decomposition_study/policies_v2.py:247`
`ShapedDS`	software	healthy	`value_decomposition_study/policies_v2.py:272`
`FlexibleHCDecisionMaker`	software	healthy	`routing_study/policies.py:23`
`LoggingSimpleDS`	software	healthy	`routing_study/policies.py:181`
`ConfigDrivenProfile`	software	healthy	`Test/drl_simulation_profile_config.py:17`
`Network`	software	healthy	`simulator/network.py:4`
`NetworkPayload`	software	healthy	`simulator/network.py:47`
`InTransit`	software	healthy	`simulator/network.py:66`
`OrderMessage`	software	healthy	`simulator/network.py:82`
`DecisionMaker`	software	healthy	`simulator/decision_maker.py:14`
`PerAgentDecisionMaker`	software	healthy	`simulator/decision_maker.py:33`
`UrgentFirstHCDecisionMaker`	software	healthy	`simulator/decision_maker.py:51`
`SimpleHCDecisionMaker`	software	healthy	`simulator/decision_maker.py:88`
`DRLHCDecisionMaker`	software	healthy	`simulator/decision_maker.py:179`
`SimpleDSDecisionMaker`	software	healthy	`simulator/decision_maker.py:198`
`DRLDSDecisionMaker`	software	healthy	`simulator/decision_maker.py:224`
`TempMNDecisionMaker`	software	healthy	`simulator/decision_maker.py:332`
`SimpleMNDecisionMaker`	software	healthy	`simulator/decision_maker.py:382`
`PatientModel`	software	healthy	`simulator/patient_model.py:6`
`NormalDistPatientModel`	software	healthy	`simulator/patient_model.py:25`
`UniformDistPatientModel`	software	healthy	`simulator/patient_model.py:51`
`ConstantPatientModel`	software	healthy	`simulator/patient_model.py:57`
`AccumulatingConstantPatientModel`	software	healthy	`simulator/patient_model.py:69`
`end_customer_demand`	software	healthy	`simulator/patient_model.py:85`
`PredefinedPatientModel`	software	healthy	`simulator/patient_model.py:102`
`OrderUpToLevelCalculator`	software	healthy	`simulator/order_up_to_level_calculator.py:7`

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

Label	Layer	Status	Path
`value_decomposition_study`	software	healthy	`value_decomposition_study`
`audit`	software	healthy	`value_decomposition_study/audit`
`hypotheses`	software	healthy	`value_decomposition_study/hypotheses`
`r5_test_results_fixed_schedule`	software	healthy	`r5_test_results_fixed_schedule`
`checkpoint_ep25`	software	healthy	`r5_test_results_fixed_schedule/checkpoint_ep25`
`analysis`	software	healthy	`r5_test_results_fixed_schedule/analysis`
`checkpoint_ep75`	software	healthy	`r5_test_results_fixed_schedule/checkpoint_ep75`
`checkpoint`	software	healthy	`r5_test_results_fixed_schedule/checkpoint`
`checkpoint_ep50`	software	healthy	`r5_test_results_fixed_schedule/checkpoint_ep50`
`routing_study`	software	healthy	`routing_study`
`Test`	software	healthy	`Test`
`consolidated_report`	software	healthy	`consolidated_report`
`r5_test_results_fixed`	software	healthy	`r5_test_results_fixed`
`checkpoint_ep300`	software	healthy	`r5_test_results_fixed/checkpoint_ep300`
`checkpoint_ep250`	software	healthy	`r5_test_results_fixed/checkpoint_ep250`
`checkpoint_ep200`	software	healthy	`r5_test_results_fixed/checkpoint_ep200`
`checkpoint_ep150`	software	healthy	`r5_test_results_fixed/checkpoint_ep150`
`analysis`	software	healthy	`r5_test_results_fixed/analysis`
`checkpoint`	software	healthy	`r5_test_results_fixed/checkpoint`
`checkpoint_ep50`	software	healthy	`r5_test_results_fixed/checkpoint_ep50`
`checkpoint_ep100`	software	healthy	`r5_test_results_fixed/checkpoint_ep100`
`simulator`	software	healthy	`simulator`
`documentation`	software	healthy	`documentation`
`r5_test_results_dense_partial_05`	software	healthy	`r5_test_results_dense_partial_05`
`checkpoint_ep300`	software	healthy	`r5_test_results_dense_partial_05/checkpoint_ep300`
`checkpoint_ep250`	software	healthy	`r5_test_results_dense_partial_05/checkpoint_ep250`
`checkpoint_ep200`	software	healthy	`r5_test_results_dense_partial_05/checkpoint_ep200`
`checkpoint_ep350`	software	healthy	`r5_test_results_dense_partial_05/checkpoint_ep350`
`checkpoint_ep400`	software	healthy	`r5_test_results_dense_partial_05/checkpoint_ep400`
`checkpoint_ep450`	software	healthy	`r5_test_results_dense_partial_05/checkpoint_ep450`
`checkpoint_ep500`	software	healthy	`r5_test_results_dense_partial_05/checkpoint_ep500`
`checkpoint_ep150`	software	healthy	`r5_test_results_dense_partial_05/checkpoint_ep150`
`checkpoint`	software	healthy	`r5_test_results_dense_partial_05/checkpoint`
`checkpoint_ep50`	software	healthy	`r5_test_results_dense_partial_05/checkpoint_ep50`
`checkpoint_ep100`	software	healthy	`r5_test_results_dense_partial_05/checkpoint_ep100`
`r5_test_results_fixed_pretrain`	software	healthy	`r5_test_results_fixed_pretrain`
`checkpoint_pretrain100`	software	healthy	`r5_test_results_fixed_pretrain/checkpoint_pretrain100`
`analysis`	software	healthy	`r5_test_results_fixed_pretrain/analysis`
`checkpoint`	software	healthy	`r5_test_results_fixed_pretrain/checkpoint`
`r5_test_results`	software	healthy	`r5_test_results`
`checkpoint_ep300`	software	healthy	`r5_test_results/checkpoint_ep300`
`checkpoint_ep250`	software	healthy	`r5_test_results/checkpoint_ep250`
`checkpoint_ep200`	software	healthy	`r5_test_results/checkpoint_ep200`
`checkpoint_ep350`	software	healthy	`r5_test_results/checkpoint_ep350`
`checkpoint_ep400`	software	healthy	`r5_test_results/checkpoint_ep400`
`checkpoint_ep450`	software	healthy	`r5_test_results/checkpoint_ep450`
`checkpoint_ep500`	software	healthy	`r5_test_results/checkpoint_ep500`
`checkpoint_ep150`	software	healthy	`r5_test_results/checkpoint_ep150`
`checkpoint`	software	healthy	`r5_test_results/checkpoint`
`checkpoint_ep50`	software	healthy	`r5_test_results/checkpoint_ep50`

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

Label	Layer	Status	Path
`repobility-clone-nu227x0a`	software	healthy	`/tmp/repobility-clone-nu227x0a`

For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.

For AI agents + API integrations

Email me when this repo regresses

Free. We re-scan periodically; new criticals → your inbox. No signup required for the scan itself.

API access

This page is publicly accessible at: https://repobility.com/scan/42770e0f-da0b-4f08-9485-86cc8ab59848/

To check status programmatically (no auth required):

curl -s https://repobility.com/api/v1/public/scan/42770e0f-da0b-4f08-9485-86cc8ab59848/

Important — please don't re-submit the same URL repeatedly. The submission endpoint is idempotent: re-submitting the same git URL returns this same scan_token, not a new one. To re-scan this repo, sign up free and use the dashboard.

riordanaa/PSC-Policy-Experiments

Complete repo analysis

function 50+

file 50+

class 50+

directory 50+

repo 1