test_integration_all_sectors.test_payment_verifier  (tests\test_integration_all_sectors.py:71)


test_integration_all_sectors.test_proof_ledger  (tests\test_integration_all_sectors.py:99)


test_integration_all_sectors.test_security_fortress  (tests\test_integration_all_sectors.py:121)


test_integration_all_sectors.test_end_to_end_flow  (tests\test_integration_all_sectors.py:172)


test_integration_all_sectors.run_all_tests  (tests\test_integration_all_sectors.py:215)


test_integration_router.MockEvidenceChain  (tests\test_integration_router.py:22)


test_integration_router.MockDecisionGateway  (tests\test_integration_router.py:35)


test_integration_router.gateway  (tests\test_integration_router.py:85)


test_integration_router.test_full_pipeline_first_computation  (tests\test_integration_router.py:90)


test_integration_router.test_routing_consistency  (tests\test_integration_router.py:111)


test_integration_router.test_type_theory_routing  (tests\test_integration_router.py:130)


test_integration_router.test_classical_logic_routing  (tests\test_integration_router.py:142)


test_integration_router.test_extraction_routing  (tests\test_integration_router.py:154)


test_integration_router.test_energy_awareness  (tests\test_integration_router.py:167)


test_integration_router.test_ntp4vc_citation_in_rationale  (tests\test_integration_router.py:185)


test_integration_router.test_cross_validation_confidence  (tests\test_integration_router.py:200)


test_integration_router.test_complexity_based_routing  (tests\test_integration_router.py:215)


test_integration_router.test_all_categories  (tests\test_integration_router.py:226)


test_integration_router.__init__  (tests\test_integration_router.py:24)


test_integration_router.store_proof  (tests\test_integration_router.py:27)


test_integration_router.get_proof  (tests\test_integration_router.py:31)


test_integration_router.__init__  (tests\test_integration_router.py:37)


test_integration_router.verify_decision  (tests\test_integration_router.py:41)


test_live_domains.test_domains  (tests\test_live_domains.py:19)


test_merkle_aggregator.create_test_hash  (tests\test_merkle_aggregator.py:55)


test_merkle_aggregator.create_test_hashes  (tests\test_merkle_aggregator.py:60)


test_merkle_aggregator.TestMerkleTreeBasic  (tests\test_merkle_aggregator.py:69)


test_merkle_aggregator.TestMerkleProof  (tests\test_merkle_aggregator.py:131)


test_merkle_aggregator.TestMerkleTreeBatch  (tests\test_merkle_aggregator.py:226)


test_merkle_aggregator.TestMerkleProofSerialization  (tests\test_merkle_aggregator.py:280)


test_merkle_aggregator.TestMerkleVerification  (tests\test_merkle_aggregator.py:335)


test_merkle_aggregator.TestMerkleVerificationAdvanced  (tests\test_merkle_aggregator.py:491)


test_merkle_aggregator.TestMerkleVerificationIntegration  (tests\test_merkle_aggregator.py:554)


test_merkle_aggregator.test_tree_sizes  (tests\test_merkle_aggregator.py:630)


test_merkle_aggregator.test_file_verification_sizes  (tests\test_merkle_aggregator.py:648)


test_merkle_aggregator.test_large_merkle_tree_performance  (tests\test_merkle_aggregator.py:676)


test_merkle_aggregator.test_file_verification_performance  (tests\test_merkle_aggregator.py:704)


test_merkle_aggregator.test_empty_tree  (tests\test_merkle_aggregator.py:72)


test_merkle_aggregator.test_single_leaf  (tests\test_merkle_aggregator.py:78)


test_merkle_aggregator.test_two_leaves  (tests\test_merkle_aggregator.py:89)


test_merkle_aggregator.test_odd_number_leaves  (tests\test_merkle_aggregator.py:100)


test_merkle_aggregator.test_power_of_two_leaves  (tests\test_merkle_aggregator.py:110)


test_merkle_aggregator.test_large_tree  (tests\test_merkle_aggregator.py:120)


test_merkle_aggregator.test_generate_proof_single_leaf  (tests\test_merkle_aggregator.py:134)


test_merkle_aggregator.test_generate_proof_two_leaves  (tests\test_merkle_aggregator.py:144)


test_merkle_aggregator.test_generate_proof_multiple_leaves  (tests\test_merkle_aggregator.py:154)


test_merkle_aggregator.test_proof_not_found  (tests\test_merkle_aggregator.py:167)


test_merkle_aggregator.test_verify_valid_proof  (tests\test_merkle_aggregator.py:176)


test_merkle_aggregator.test_verify_invalid_proof_wrong_root  (tests\test_merkle_aggregator.py:186)


test_merkle_aggregator.test_verify_invalid_proof_tampered_path  (tests\test_merkle_aggregator.py:203)


test_merkle_aggregator.test_build_merkle_tree_function  (tests\test_merkle_aggregator.py:229)


test_merkle_aggregator.test_batch_proof_verification  (tests\test_merkle_aggregator.py:244)


test_merkle_aggregator.test_deterministic_root  (tests\test_merkle_aggregator.py:260)


test_merkle_aggregator.test_different_leaves_different_root  (tests\test_merkle_aggregator.py:269)


test_merkle_aggregator.test_proof_to_dict  (tests\test_merkle_aggregator.py:283)


test_merkle_aggregator.test_proof_json_serialization  (tests\test_merkle_aggregator.py:303)


test_merkle_aggregator.test_hash_data  (tests\test_merkle_aggregator.py:338)


test_merkle_aggregator.test_hash_file  (tests\test_merkle_aggregator.py:353)


test_merkle_aggregator.test_hash_nonexistent_file  (tests\test_merkle_aggregator.py:371)


test_merkle_aggregator.test_build_merkle_tree_single_file  (tests\test_merkle_aggregator.py:378)


test_merkle_aggregator.test_build_merkle_tree_multiple_files  (tests\test_merkle_aggregator.py:394)


test_merkle_aggregator.test_build_tree_empty_list  (tests\test_merkle_aggregator.py:413)


test_merkle_aggregator.test_verify_integrity_no_changes  (tests\test_merkle_aggregator.py:420)


test_merkle_aggregator.test_verify_integrity_file_modified  (tests\test_merkle_aggregator.py:445)


test_merkle_aggregator.test_verify_integrity_no_expected_root  (tests\test_merkle_aggregator.py:470)


test_merkle_aggregator.test_set_expected_root  (tests\test_merkle_aggregator.py:494)


test_merkle_aggregator.test_generate_proof_path  (tests\test_merkle_aggregator.py:503)


test_merkle_aggregator.test_generate_proof_path_file_not_found  (tests\test_merkle_aggregator.py:528)


test_merkle_aggregator.test_generate_proof_path_no_tree  (tests\test_merkle_aggregator.py:546)


test_merkle_aggregator.test_end_to_end_verification  (tests\test_merkle_aggregator.py:557)


test_merkle_aggregator.test_merkle_node_structure  (tests\test_merkle_aggregator.py:595)


test_merkle_aggregator.test_integrity_check_structure  (tests\test_merkle_aggregator.py:609)


test_mhc_layer.test_manifold_constraint_property  (tests\test_mhc_layer.py:10)


test_mhc_layer.test_mhc_forward_pass  (tests\test_mhc_layer.py:34)


test_mhc_layer.test_mhc_residual_block_integration  (tests\test_mhc_layer.py:46)


test_mhc_layer.test_gradient_flow  (tests\test_mhc_layer.py:59)


test_mlflow_integration.TestVerifiedExperimentLogger  (tests\test_mlflow_integration.py:41)


test_mlflow_integration.TestModelSignatureVerifier  (tests\test_mlflow_integration.py:122)


test_mlflow_integration.TestArtifactProofGenerator  (tests\test_mlflow_integration.py:202)


test_mlflow_integration.TestVerifiedModelRegistry  (tests\test_mlflow_integration.py:275)


test_mlflow_integration.TestVerifiedTrainingWorkflow  (tests\test_mlflow_integration.py:380)


test_mlflow_integration.TestMLflowPlugin  (tests\test_mlflow_integration.py:450)


test_mlflow_integration.TestIntegration  (tests\test_mlflow_integration.py:480)


test_mlflow_integration.test_basic_logging  (tests\test_mlflow_integration.py:44)


test_mlflow_integration.test_proof_verification  (tests\test_mlflow_integration.py:69)


test_mlflow_integration.test_proof_save_load  (tests\test_mlflow_integration.py:83)


test_mlflow_integration.test_tamper_detection  (tests\test_mlflow_integration.py:105)


test_mlflow_integration.test_pytorch_model_signing  (tests\test_mlflow_integration.py:129)


test_mlflow_integration.test_model_verification  (tests\test_mlflow_integration.py:160)


test_mlflow_integration.test_tampered_model_detection  (tests\test_mlflow_integration.py:181)


test_mlflow_integration.test_artifact_logging  (tests\test_mlflow_integration.py:205)


test_mlflow_integration.test_merkle_proof_generation  (tests\test_mlflow_integration.py:227)


test_mlflow_integration.test_artifact_verification  (tests\test_mlflow_integration.py:252)


test_mlflow_integration.test_model_registration  (tests\test_mlflow_integration.py:278)


test_mlflow_integration.test_stage_transitions  (tests\test_mlflow_integration.py:306)


test_mlflow_integration.test_registry_audit_trail  (tests\test_mlflow_integration.py:337)


test_mlflow_integration.test_complete_workflow  (tests\test_mlflow_integration.py:383)


test_mlflow_integration.test_workflow_with_model  (tests\test_mlflow_integration.py:419)


test_mlflow_integration.test_plugin_installation  (tests\test_mlflow_integration.py:453)


test_mlflow_integration.test_plugin_logging  (tests\test_mlflow_integration.py:462)


test_mlflow_integration.test_full_ml_pipeline  (tests\test_mlflow_integration.py:483)


test_napqc.TestBraidWord  (tests\test_napqc.py:20)


test_napqc.TestAAGKeyPair  (tests\test_napqc.py:62)


test_napqc.TestAAGExchange  (tests\test_napqc.py:78)


test_napqc.TestDeriveSharedSecret  (tests\test_napqc.py:95)


test_napqc.test_reduce  (tests\test_napqc.py:21)


test_napqc.test_product  (tests\test_napqc.py:26)


test_napqc.test_inverse  (tests\test_napqc.py:33)


test_napqc.test_conjugate  (tests\test_napqc.py:40)


test_napqc.test_random  (tests\test_napqc.py:49)


test_napqc.test_to_bytes  (tests\test_napqc.py:56)


test_napqc.test_keypair  (tests\test_napqc.py:63)


test_napqc.test_public_to_bytes  (tests\test_napqc.py:71)


test_napqc.test_alice_bob_same_secret  (tests\test_napqc.py:79)


test_napqc.test_canonical_order  (tests\test_napqc.py:84)


test_napqc.test_mismatch_n_raises  (tests\test_napqc.py:96)


test_oig_failure_library.TestFailureLibrary  (tests\test_oig_failure_library.py:16)


test_oig_failure_library.TestClaimMatcher  (tests\test_oig_failure_library.py:120)


test_oig_failure_library.TestVetProofIntegration  (tests\test_oig_failure_library.py:213)


test_oig_failure_library.TestDataIntegrity  (tests\test_oig_failure_library.py:263)


test_oig_failure_library.setup_method  (tests\test_oig_failure_library.py:19)


test_oig_failure_library.test_load_failures  (tests\test_oig_failure_library.py:23)


test_oig_failure_library.test_get_all_failures  (tests\test_oig_failure_library.py:29)


test_oig_failure_library.test_get_by_type_suicide_screening  (tests\test_oig_failure_library.py:34)


test_oig_failure_library.test_get_by_type_financial_fraud  (tests\test_oig_failure_library.py:40)


test_oig_failure_library.test_get_by_directive  (tests\test_oig_failure_library.py:46)


test_oig_failure_library.test_get_by_severity_high  (tests\test_oig_failure_library.py:52)


test_oig_failure_library.test_get_by_facility  (tests\test_oig_failure_library.py:58)


test_oig_failure_library.test_search_by_keywords  (tests\test_oig_failure_library.py:64)


test_oig_failure_library.test_get_directive  (tests\test_oig_failure_library.py:71)


test_oig_failure_library.test_get_all_directives  (tests\test_oig_failure_library.py:78)


test_oig_failure_library.test_high_severity_failures  (tests\test_oig_failure_library.py:84)


test_oig_failure_library.test_failure_pattern_from_dict  (tests\test_oig_failure_library.py:90)


test_oig_failure_library.test_failure_pattern_to_dict  (tests\test_oig_failure_library.py:110)


test_oig_failure_library.setup_method  (tests\test_oig_failure_library.py:123)


test_oig_failure_library.test_match_suicide_claim  (tests\test_oig_failure_library.py:127)


test_oig_failure_library.test_match_delayed_diagnosis  (tests\test_oig_failure_library.py:136)


test_oig_failure_library.test_match_mental_health_scheduling  (tests\test_oig_failure_library.py:144)


test_oig_failure_library.test_match_with_context_facility  (tests\test_oig_failure_library.py:151)


test_oig_failure_library.test_match_with_context_conditions  (tests\test_oig_failure_library.py:161)


test_oig_failure_library.test_match_result_to_dict  (tests\test_oig_failure_library.py:169)


test_oig_failure_library.test_match_confidence_range  (tests\test_oig_failure_library.py:179)


test_oig_failure_library.test_get_matching_logic_rule  (tests\test_oig_failure_library.py:186)


test_oig_failure_library.test_convenience_functions  (tests\test_oig_failure_library.py:195)


test_oig_failure_library.test_no_match_irrelevant_text  (tests\test_oig_failure_library.py:205)


test_oig_failure_library.setup_method  (tests\test_oig_failure_library.py:216)


test_oig_failure_library.test_import_oig_in_claim_analyzer  (tests\test_oig_failure_library.py:220)


test_oig_failure_library.test_claim_analysis_has_oig_precedents  (tests\test_oig_failure_library.py:225)


test_oig_failure_library.test_json_file_exists  (tests\test_oig_failure_library.py:266)


test_oig_failure_library.test_json_file_valid  (tests\test_oig_failure_library.py:271)


test_oig_failure_library.test_all_reports_have_required_fields  (tests\test_oig_failure_library.py:284)


test_openclaw_hybrid_profiles._read  (tests\test_openclaw_hybrid_profiles.py:6)


test_openclaw_hybrid_profiles.test_secure_profile_includes_required_security_defaults  (tests\test_openclaw_hybrid_profiles.py:10)


test_openclaw_hybrid_profiles.test_secure_profile_enables_required_tool_surface_with_guardrails  (tests\test_openclaw_hybrid_profiles.py:20)


test_openclaw_hybrid_profiles.test_tailnet_profile_keeps_manual_pairing_and_secure_dm  (tests\test_openclaw_hybrid_profiles.py:39)


test_prefect_integration.TestAevionTask  (tests\test_prefect_integration.py:34)


test_prefect_integration.TestProofFlow  (tests\test_prefect_integration.py:103)


test_prefect_integration.TestProofBlock  (tests\test_prefect_integration.py:147)


test_prefect_integration.TestAevionCredentials  (tests\test_prefect_integration.py:194)


test_prefect_integration.TestProofArtifact  (tests\test_prefect_integration.py:219)


test_prefect_integration.TestMetrics  (tests\test_prefect_integration.py:299)


test_prefect_integration.TestUtilities  (tests\test_prefect_integration.py:349)


test_prefect_integration.TestEndToEnd  (tests\test_prefect_integration.py:454)


test_prefect_integration.test_basic_task_execution  (tests\test_prefect_integration.py:37)


test_prefect_integration.test_task_with_dict_inputs  (tests\test_prefect_integration.py:47)


test_prefect_integration.test_task_proof_generation  (tests\test_prefect_integration.py:57)


test_prefect_integration.test_task_with_custom_signer  (tests\test_prefect_integration.py:74)


test_prefect_integration.test_task_error_handling  (tests\test_prefect_integration.py:85)


test_prefect_integration.test_basic_flow_execution  (tests\test_prefect_integration.py:106)


test_prefect_integration.test_flow_proof_composition  (tests\test_prefect_integration.py:126)


test_prefect_integration.test_proof_block_creation  (tests\test_prefect_integration.py:150)


test_prefect_integration.test_proof_block_to_dict  (tests\test_prefect_integration.py:162)


test_prefect_integration.test_proof_block_with_credentials  (tests\test_prefect_integration.py:177)


test_prefect_integration.test_proof_block_auto_generate_signer  (tests\test_prefect_integration.py:185)


test_prefect_integration.test_auto_generate_credentials  (tests\test_prefect_integration.py:197)


test_prefect_integration.test_credentials_from_path  (tests\test_prefect_integration.py:205)


test_prefect_integration.test_create_proof_artifact  (tests\test_prefect_integration.py:222)


test_prefect_integration.test_proof_artifact_to_markdown  (tests\test_prefect_integration.py:242)


test_prefect_integration.test_proof_artifact_to_table  (tests\test_prefect_integration.py:264)


test_prefect_integration.test_proof_artifact_to_json  (tests\test_prefect_integration.py:285)


test_prefect_integration.test_metrics_tracker_singleton  (tests\test_prefect_integration.py:302)


test_prefect_integration.test_metrics_recording  (tests\test_prefect_integration.py:309)


test_prefect_integration.test_metrics_percentiles  (tests\test_prefect_integration.py:329)


test_prefect_integration.test_compose_task_proofs_merkle_tree  (tests\test_prefect_integration.py:352)


test_prefect_integration.test_compose_task_proofs_chain  (tests\test_prefect_integration.py:381)


test_prefect_integration.test_compose_task_proofs_aggregate  (tests\test_prefect_integration.py:394)


test_prefect_integration.test_verify_flow_proofs  (tests\test_prefect_integration.py:422)


test_prefect_integration.test_ml_inference_pipeline  (tests\test_prefect_integration.py:457)


test_prefect_integration.test_etl_pipeline  (tests\test_prefect_integration.py:487)


test_prefect_integration.simple_task  (tests\test_prefect_integration.py:41)


test_prefect_integration.dict_task  (tests\test_prefect_integration.py:51)


test_prefect_integration.proof_task  (tests\test_prefect_integration.py:61)


test_prefect_integration.signed_task  (tests\test_prefect_integration.py:79)


test_prefect_integration.failing_task  (tests\test_prefect_integration.py:89)


test_prefect_integration.task1  (tests\test_prefect_integration.py:110)


test_prefect_integration.task2  (tests\test_prefect_integration.py:114)


test_prefect_integration.test_flow  (tests\test_prefect_integration.py:118)


test_prefect_integration.task_a  (tests\test_prefect_integration.py:130)


test_prefect_integration.task_b  (tests\test_prefect_integration.py:134)


test_prefect_integration.composed_flow  (tests\test_prefect_integration.py:138)


test_prefect_integration.load_model  (tests\test_prefect_integration.py:461)


test_prefect_integration.preprocess  (tests\test_prefect_integration.py:465)


test_prefect_integration.run_inference  (tests\test_prefect_integration.py:469)


test_prefect_integration.ml_pipeline  (tests\test_prefect_integration.py:476)


test_prefect_integration.extract  (tests\test_prefect_integration.py:491)


test_prefect_integration.transform  (tests\test_prefect_integration.py:495)


test_prefect_integration.load  (tests\test_prefect_integration.py:503)


test_prefect_integration.etl_pipeline  (tests\test_prefect_integration.py:507)


test_proactive_fetching.TestFactPredictor  (tests\test_proactive_fetching.py:44)


test_proactive_fetching.TestProactiveFetcher  (tests\test_proactive_fetching.py:111)


test_proactive_fetching.TestSKESTProactiveIntegration  (tests\test_proactive_fetching.py:151)


test_proactive_fetching.test_predict_facts_basic  (tests\test_proactive_fetching.py:47)


test_proactive_fetching.test_predict_facts_mathematical  (tests\test_proactive_fetching.py:57)


test_proactive_fetching.test_predict_facts_prime  (tests\test_proactive_fetching.py:71)


test_proactive_fetching.test_get_high_confidence_facts  (tests\test_proactive_fetching.py:83)


test_proactive_fetching.test_extract_entities  (tests\test_proactive_fetching.py:93)


test_proactive_fetching.test_extract_relationships  (tests\test_proactive_fetching.py:101)


test_proactive_fetching.test_fetcher_initialization  (tests\test_proactive_fetching.py:114)


test_proactive_fetching.test_sympy_searcher_can_handle  (tests\test_proactive_fetching.py:122)


test_proactive_fetching.test_sympy_searcher_search  (tests\test_proactive_fetching.py:130)


test_proactive_fetching.test_determine_strategy  (tests\test_proactive_fetching.py:138)


test_proactive_fetching.test_skest_with_proactive_fetching  (tests\test_proactive_fetching.py:154)


test_proactive_fetching.test_get_fact_with_proactive_fetch  (tests\test_proactive_fetching.py:168)


test_proactive_fetching.SymPySearcher  (tests\test_proactive_fetching.py:22)


test_proactive_fetching.ProactiveFetcher  (tests\test_proactive_fetching.py:31)


test_proactive_fetching.can_handle  (tests\test_proactive_fetching.py:23)


test_proactive_fetching.search  (tests\test_proactive_fetching.py:25)


test_proactive_fetching.__init__  (tests\test_proactive_fetching.py:32)


test_proactive_fetching.fetch  (tests\test_proactive_fetching.py:34)


test_proactive_fetching._determine_strategy  (tests\test_proactive_fetching.py:36)


test_puf_defense.TestLFSRAPUF  (tests\test_puf_defense.py:36)


test_puf_defense.TestDeceptionPUF  (tests\test_puf_defense.py:129)


test_puf_defense.TestPUFAESPUFChain  (tests\test_puf_defense.py:217)


test_puf_defense.TestHelmKeeper  (tests\test_puf_defense.py:349)


test_puf_defense.TestPUFDefenseIntegration  (tests\test_puf_defense.py:489)


test_puf_defense.TestPUFSecurityHardening  (tests\test_puf_defense.py:547)


test_puf_defense.test_lfsr_transform_non_linear  (tests\test_puf_defense.py:39)


test_puf_defense.test_generate_response_returns_dict  (tests\test_puf_defense.py:58)


test_puf_defense.test_response_consistency  (tests\test_puf_defense.py:73)


test_puf_defense.test_multiple_challenges_unique_responses  (tests\test_puf_defense.py:85)


test_puf_defense.test_xor_stages_parameter  (tests\test_puf_defense.py:97)


test_puf_defense.test_no_lfsr_option  (tests\test_puf_defense.py:112)


test_puf_defense.test_initialization  (tests\test_puf_defense.py:132)


test_puf_defense.test_normal_access_no_deception  (tests\test_puf_defense.py:142)


test_puf_defense.test_suspicious_pattern_detection  (tests\test_puf_defense.py:153)


test_puf_defense.test_exponential_backoff_applied  (tests\test_puf_defense.py:165)


test_puf_defense.test_deception_response_flag  (tests\test_puf_defense.py:185)


test_puf_defense.test_access_log_tracking  (tests\test_puf_defense.py:201)


test_puf_defense.test_initialization  (tests\test_puf_defense.py:220)


test_puf_defense.test_constant_time_compare_equal  (tests\test_puf_defense.py:228)


test_puf_defense.test_constant_time_compare_unequal  (tests\test_puf_defense.py:237)


test_puf_defense.test_constant_time_compare_different_lengths  (tests\test_puf_defense.py:247)


test_puf_defense.test_aes_encrypt_produces_output  (tests\test_puf_defense.py:257)


test_puf_defense.test_encrypt_and_verify_returns_dict  (tests\test_puf_defense.py:269)


test_puf_defense.test_encryption_increments_counter  (tests\test_puf_defense.py:286)


test_puf_defense.test_verify_and_decrypt_success  (tests\test_puf_defense.py:298)


test_puf_defense.test_verify_detects_tamper  (tests\test_puf_defense.py:318)


test_puf_defense.test_initialization  (tests\test_puf_defense.py:352)


test_puf_defense.test_attestation_returns_dict  (tests\test_puf_defense.py:367)


test_puf_defense.test_attestation_increments_counter  (tests\test_puf_defense.py:380)


test_puf_defense.test_all_five_layers_verified  (tests\test_puf_defense.py:392)


test_puf_defense.test_layer1_has_puf_response  (tests\test_puf_defense.py:405)


test_puf_defense.test_layer2_has_crypto_verification  (tests\test_puf_defense.py:415)


test_puf_defense.test_layer5_has_shel_bound  (tests\test_puf_defense.py:425)


test_puf_defense.test_attestation_score_range  (tests\test_puf_defense.py:435)


test_puf_defense.test_get_status_returns_info  (tests\test_puf_defense.py:444)


test_puf_defense.test_multiple_attestations_accumulate  (tests\test_puf_defense.py:460)


test_puf_defense.test_payload_encryption_optional  (tests\test_puf_defense.py:470)


test_puf_defense.test_full_attestation_pipeline  (tests\test_puf_defense.py:492)


test_puf_defense.test_attestation_bound_improves_with_cycles  (tests\test_puf_defense.py:510)


test_puf_defense.test_concurrent_attestation_isolation  (tests\test_puf_defense.py:526)


test_puf_defense.test_puf_response_is_binary  (tests\test_puf_defense.py:550)


test_puf_defense.test_deception_prevents_immediate_retry  (tests\test_puf_defense.py:559)


test_puf_defense.test_constant_time_compare_timing_independent  (tests\test_puf_defense.py:573)


test_puf_defense.test_encryption_produces_different_output  (tests\test_puf_defense.py:586)


test_puf_defense.test_helm_keeper_verification_threshold  (tests\test_puf_defense.py:607)


test_puf_defense.test_tamper_detection_increments  (tests\test_puf_defense.py:618)


test_qkl_sheriff_integration.TestBicycleCodeMatrix  (tests\test_qkl_sheriff_integration.py:21)


test_qkl_sheriff_integration.TestQKLBicycleVerifier  (tests\test_qkl_sheriff_integration.py:59)


test_qkl_sheriff_integration.TestSheriffTNR  (tests\test_qkl_sheriff_integration.py:135)


test_qkl_sheriff_integration.TestFullStackIntegration  (tests\test_qkl_sheriff_integration.py:214)


test_qkl_sheriff_integration.test_parity_check_matrix_shape  (tests\test_qkl_sheriff_integration.py:22)


test_qkl_sheriff_integration.test_syndrome_zero_for_codeword  (tests\test_qkl_sheriff_integration.py:28)


test_qkl_sheriff_integration.test_syndrome_nonzero_for_error  (tests\test_qkl_sheriff_integration.py:36)


test_qkl_sheriff_integration.test_greedy_decoder_corrects_single_error  (tests\test_qkl_sheriff_integration.py:46)


test_qkl_sheriff_integration.test_all_published_codes_load  (tests\test_qkl_sheriff_integration.py:60)


test_qkl_sheriff_integration.test_encode_claim_deterministic  (tests\test_qkl_sheriff_integration.py:67)


test_qkl_sheriff_integration.test_encode_different_claims_differ  (tests\test_qkl_sheriff_integration.py:74)


test_qkl_sheriff_integration.test_verify_clean_bits  (tests\test_qkl_sheriff_integration.py:80)


test_qkl_sheriff_integration.test_verify_detects_errors  (tests\test_qkl_sheriff_integration.py:89)


test_qkl_sheriff_integration.test_verify_corrects_single_error  (tests\test_qkl_sheriff_integration.py:97)


test_qkl_sheriff_integration.test_report_format  (tests\test_qkl_sheriff_integration.py:106)


test_qkl_sheriff_integration.test_logical_qubits_protected  (tests\test_qkl_sheriff_integration.py:114)


test_qkl_sheriff_integration.test_verify_claim_returns_result  (tests\test_qkl_sheriff_integration.py:136)


test_qkl_sheriff_integration.test_verify_claim_commits_at_low_threshold  (tests\test_qkl_sheriff_integration.py:143)


test_qkl_sheriff_integration.test_verify_claim_rollback_on_regression  (tests\test_qkl_sheriff_integration.py:150)


test_qkl_sheriff_integration.test_xgml_certificate_generated_on_commit  (tests\test_qkl_sheriff_integration.py:157)


test_qkl_sheriff_integration.test_xgml_certificate_structure  (tests\test_qkl_sheriff_integration.py:167)


test_qkl_sheriff_integration.test_xgml_court_admissible_above_threshold  (tests\test_qkl_sheriff_integration.py:176)


test_qkl_sheriff_integration.test_batch_verify  (tests\test_qkl_sheriff_integration.py:182)


test_qkl_sheriff_integration.test_checkpoint_cleaned_up_after_commit  (tests\test_qkl_sheriff_integration.py:193)


test_qkl_sheriff_integration.test_confidence_components_sum_correctly  (tests\test_qkl_sheriff_integration.py:199)


test_qkl_sheriff_integration.test_cobrex_to_sheriff_pipeline  (tests\test_qkl_sheriff_integration.py:215)


test_qkl_sheriff_integration.test_bicycle_verifier_on_cobrex_output  (tests\test_qkl_sheriff_integration.py:259)


test_rate_limiting.rate_limit_config  (tests\test_rate_limiting.py:23)


test_rate_limiting.sliding_window_config  (tests\test_rate_limiting.py:34)


test_rate_limiting.TestRedisRateLimiter  (tests\test_rate_limiting.py:43)


test_rate_limiting.TestRateLimitMiddleware  (tests\test_rate_limiting.py:277)


test_rate_limiting.test_in_memory_token_bucket_allows_requests  (tests\test_rate_limiting.py:47)


test_rate_limiting.test_in_memory_token_bucket_blocks_excess  (tests\test_rate_limiting.py:64)


test_rate_limiting.test_in_memory_token_bucket_refills  (tests\test_rate_limiting.py:87)


test_rate_limiting.test_in_memory_sliding_window_allows_requests  (tests\test_rate_limiting.py:126)


test_rate_limiting.test_in_memory_sliding_window_blocks_excess  (tests\test_rate_limiting.py:142)


test_rate_limiting.test_in_memory_sliding_window_resets  (tests\test_rate_limiting.py:164)


test_rate_limiting.test_different_identifiers_separate_limits  (tests\test_rate_limiting.py:202)


test_rate_limiting.test_different_endpoints_separate_limits  (tests\test_rate_limiting.py:231)


test_rate_limiting.test_memory_cleanup  (tests\test_rate_limiting.py:260)


test_rate_limiting.test_middleware_allows_requests_within_limit  (tests\test_rate_limiting.py:280)


test_rate_limiting.test_middleware_blocks_excess_requests  (tests\test_rate_limiting.py:306)


test_rate_limiting.test_middleware_exempts_health_checks  (tests\test_rate_limiting.py:337)


test_rate_limiting.test_middleware_per_endpoint_limits  (tests\test_rate_limiting.py:370)


test_rate_limiting.test_endpoint  (tests\test_rate_limiting.py:293)


test_rate_limiting.test_endpoint  (tests\test_rate_limiting.py:320)


test_rate_limiting.health  (tests\test_rate_limiting.py:351)


test_rate_limiting.test_endpoint  (tests\test_rate_limiting.py:355)


test_rate_limiting.normal_endpoint  (tests\test_rate_limiting.py:397)


test_rate_limiting.expensive_endpoint  (tests\test_rate_limiting.py:401)


test_semantic_drift.simulate_normal_response  (tests\test_semantic_drift.py:35)


test_semantic_drift.simulate_drifted_response  (tests\test_semantic_drift.py:46)


test_semantic_drift.TestMetricWindow  (tests\test_semantic_drift.py:96)


test_semantic_drift.TestModelMonitor  (tests\test_semantic_drift.py:198)


test_semantic_drift.TestDriftDetector  (tests\test_semantic_drift.py:381)


test_semantic_drift.TestDriftAlert  (tests\test_semantic_drift.py:546)


test_semantic_drift.TestAnomalyDetectionAlgorithms  (tests\test_semantic_drift.py:594)


test_semantic_drift.TestIntegration  (tests\test_semantic_drift.py:648)


test_semantic_drift.test_all_drift_types  (tests\test_semantic_drift.py:735)


test_semantic_drift.test_various_window_sizes  (tests\test_semantic_drift.py:759)


test_semantic_drift.test_multiple_models_scale  (tests\test_semantic_drift.py:773)


test_semantic_drift.test_high_volume_monitoring  (tests\test_semantic_drift.py:795)


test_semantic_drift.test_long_running_monitoring  (tests\test_semantic_drift.py:813)


test_semantic_drift.test_alert_generation_performance  (tests\test_semantic_drift.py:833)


test_semantic_drift.test_window_initialization  (tests\test_semantic_drift.py:99)


test_semantic_drift.test_add_value  (tests\test_semantic_drift.py:108)


test_semantic_drift.test_baseline_computation  (tests\test_semantic_drift.py:118)


test_semantic_drift.test_current_mean  (tests\test_semantic_drift.py:131)


test_semantic_drift.test_current_std  (tests\test_semantic_drift.py:144)


test_semantic_drift.test_z_score_calculation  (tests\test_semantic_drift.py:156)


test_semantic_drift.test_is_anomaly  (tests\test_semantic_drift.py:169)


test_semantic_drift.test_window_max_size  (tests\test_semantic_drift.py:183)


test_semantic_drift.test_monitor_initialization  (tests\test_semantic_drift.py:201)


test_semantic_drift.test_record_normal_response  (tests\test_semantic_drift.py:210)


test_semantic_drift.test_record_multiple_responses  (tests\test_semantic_drift.py:225)


test_semantic_drift.test_detect_confidence_drift  (tests\test_semantic_drift.py:237)


test_semantic_drift.test_detect_latency_anomaly  (tests\test_semantic_drift.py:256)


test_semantic_drift.test_detect_error_spike  (tests\test_semantic_drift.py:275)


test_semantic_drift.test_detect_output_length_drift  (tests\test_semantic_drift.py:294)


test_semantic_drift.test_detect_refusal_spike  (tests\test_semantic_drift.py:313)


test_semantic_drift.test_get_health_status  (tests\test_semantic_drift.py:332)


test_semantic_drift.test_health_score_degrades_with_drift  (tests\test_semantic_drift.py:352)


test_semantic_drift.test_detector_initialization  (tests\test_semantic_drift.py:384)


test_semantic_drift.test_get_monitor_creates_new  (tests\test_semantic_drift.py:391)


test_semantic_drift.test_get_monitor_returns_existing  (tests\test_semantic_drift.py:400)


test_semantic_drift.test_record_response_single_model  (tests\test_semantic_drift.py:409)


test_semantic_drift.test_record_response_multiple_models  (tests\test_semantic_drift.py:425)


test_semantic_drift.test_global_alerts_accumulate  (tests\test_semantic_drift.py:439)


test_semantic_drift.test_get_all_health  (tests\test_semantic_drift.py:458)


test_semantic_drift.test_get_unhealthy_models  (tests\test_semantic_drift.py:475)


test_semantic_drift.test_get_recent_alerts  (tests\test_semantic_drift.py:502)


test_semantic_drift.test_get_alert_summary  (tests\test_semantic_drift.py:520)


test_semantic_drift.test_alert_creation  (tests\test_semantic_drift.py:549)


test_semantic_drift.test_alert_severity_levels  (tests\test_semantic_drift.py:571)


test_semantic_drift.test_z_score_detection  (tests\test_semantic_drift.py:597)


test_semantic_drift.test_threshold_sensitivity  (tests\test_semantic_drift.py:611)


test_semantic_drift.test_baseline_stability  (tests\test_semantic_drift.py:624)


test_semantic_drift.test_complete_monitoring_workflow  (tests\test_semantic_drift.py:651)


test_semantic_drift.test_multi_model_monitoring  (tests\test_semantic_drift.py:676)


test_semantic_drift.test_alert_accumulation_and_summary  (tests\test_semantic_drift.py:700)


test_semantic_drift_detection.create_mock_embedding  (tests\test_semantic_drift_detection.py:42)


test_semantic_drift_detection.create_similar_embedding  (tests\test_semantic_drift_detection.py:53)


test_semantic_drift_detection.TestSemanticDriftDetector  (tests\test_semantic_drift_detection.py:68)


test_semantic_drift_detection.TestTemporalVerifierIntegration  (tests\test_semantic_drift_detection.py:320)


test_semantic_drift_detection.test_drift_alert_serialization  (tests\test_semantic_drift_detection.py:486)


test_semantic_drift_detection.test_drift_analysis_to_dict  (tests\test_semantic_drift_detection.py:505)


test_semantic_drift_detection.test_initialization  (tests\test_semantic_drift_detection.py:71)


test_semantic_drift_detection.test_add_embedding  (tests\test_semantic_drift_detection.py:84)


test_semantic_drift_detection.test_cosine_similarity  (tests\test_semantic_drift_detection.py:102)


test_semantic_drift_detection.test_find_similar  (tests\test_semantic_drift_detection.py:118)


test_semantic_drift_detection.test_detect_semantic_drift_no_drift  (tests\test_semantic_drift_detection.py:149)


test_semantic_drift_detection.test_detect_semantic_drift_with_drift  (tests\test_semantic_drift_detection.py:174)


test_semantic_drift_detection.test_detect_statistical_anomalies  (tests\test_semantic_drift_detection.py:210)


test_semantic_drift_detection.test_detect_concept_drift  (tests\test_semantic_drift_detection.py:241)


test_semantic_drift_detection.test_analyze_drift_comprehensive  (tests\test_semantic_drift_detection.py:280)


test_semantic_drift_detection.test_temporal_verifier_with_semantic_drift  (tests\test_semantic_drift_detection.py:323)


test_semantic_drift_detection.test_generate_consistency_report_with_drift_analysis  (tests\test_semantic_drift_detection.py:358)


test_semantic_drift_detection.test_get_all_alerts  (tests\test_semantic_drift_detection.py:394)


test_semantic_drift_detection.test_get_drift_summary  (tests\test_semantic_drift_detection.py:431)


test_semantic_drift_detection.test_disabled_semantic_drift  (tests\test_semantic_drift_detection.py:461)


test_shield._halt_precision  (tests\test_shield.py:27)


test_shield._accuracy  (tests\test_shield.py:35)


test_shield.test_pleasefix_calendar_hijack_blocked_and_no_unsafe_actions  (tests\test_shield.py:42)


test_shield.test_riemann_forecast_and_cache_hit_behavior  (tests\test_shield.py:67)


test_shield.test_riemann_cache_stability_and_invalidation  (tests\test_shield.py:78)


test_shield.test_chaos_attractor_safe_halt_three_body_double_pendulum_aizawa  (tests\test_shield.py:92)


test_shield.test_chaos_halt_at_threshold_and_false_negative_reduction  (tests\test_shield.py:113)


test_shield.test_chaos_nonfinite_state_triggers_fail_safe_halt  (tests\test_shield.py:134)


test_shield.test_cauchy_contour_verification_and_attestation  (tests\test_shield.py:147)


test_shield.test_cauchy_continuity_failure_path  (tests\test_shield.py:159)


test_shield.test_cauchy_sparse_and_nonfinite_edge_paths  (tests\test_shield.py:173)


test_shield.test_quality_gates_accuracy_and_halt_precision  (tests\test_shield.py:194)


test_signer_implementation.TestKeyManager  (tests\test_signer_implementation.py:24)


test_signer_implementation.TestPostQuantumSigner  (tests\test_signer_implementation.py:199)


test_signer_implementation.TestEdgeCases  (tests\test_signer_implementation.py:211)


test_signer_implementation.test_ed25519_keypair_generation  (tests\test_signer_implementation.py:27)


test_signer_implementation.test_ed25519_sign_verify  (tests\test_signer_implementation.py:37)


test_signer_implementation.test_ed25519_verify_invalid_signature  (tests\test_signer_implementation.py:49)


test_signer_implementation.test_ed25519_verify_wrong_message  (tests\test_signer_implementation.py:63)


test_signer_implementation.test_ed25519_verify_wrong_public_key  (tests\test_signer_implementation.py:74)


test_signer_implementation.test_keypair_export_no_password  (tests\test_signer_implementation.py:86)


test_signer_implementation.test_keypair_export_with_password  (tests\test_signer_implementation.py:98)


test_signer_implementation.test_keypair_import_no_password  (tests\test_signer_implementation.py:112)


test_signer_implementation.test_keypair_import_with_password  (tests\test_signer_implementation.py:124)


test_signer_implementation.test_keypair_import_wrong_password  (tests\test_signer_implementation.py:137)


test_signer_implementation.test_keypair_import_missing_password  (tests\test_signer_implementation.py:149)


test_signer_implementation.test_sign_verify_round_trip  (tests\test_signer_implementation.py:161)


test_signer_implementation.test_invalid_private_key  (tests\test_signer_implementation.py:179)


test_signer_implementation.test_dilithium_not_implemented  (tests\test_signer_implementation.py:186)


test_signer_implementation.test_hybrid_not_implemented  (tests\test_signer_implementation.py:192)


test_signer_implementation.test_post_quantum_signer_not_implemented  (tests\test_signer_implementation.py:202)


test_signer_implementation.test_empty_message  (tests\test_signer_implementation.py:214)


test_signer_implementation.test_unicode_message  (tests\test_signer_implementation.py:222)


test_signer_implementation.test_deterministic_signatures  (tests\test_signer_implementation.py:238)


test_signer_implementation.test_keypair_uniqueness  (tests\test_signer_implementation.py:250)


test_silicon_attestation.test_silicon_attestation_flow  (tests\test_silicon_attestation.py:12)


test_silicon_attestation.test_non_compliant_silicon  (tests\test_silicon_attestation.py:52)


test_skest.TestLineageTracker  (tests\test_skest.py:14)


test_skest.TestSearchTree  (tests\test_skest.py:57)


test_skest.TestSKESTOrchestrator  (tests\test_skest.py:80)


test_skest.test_lineage_registration  (tests\test_skest.py:17)


test_skest.test_lineage_diversity_check  (tests\test_skest.py:32)


test_skest.test_tree_initialization  (tests\test_skest.py:60)


test_skest.test_skest_initialization  (tests\test_skest.py:83)


test_skest.test_spawn_tree  (tests\test_skest.py:91)


test_skest.test_consensus_with_lineage  (tests\test_skest.py:103)


test_skest.test_fact_teleportation  (tests\test_skest.py:129)


test_snowflake_integration.mock_snowflake_connection  (tests\test_snowflake_integration.py:21)


test_snowflake_integration.snowflake_connection  (tests\test_snowflake_integration.py:34)


test_snowflake_integration.TestSnowflakeConnection  (tests\test_snowflake_integration.py:46)


test_snowflake_integration.TestProofUDFs  (tests\test_snowflake_integration.py:100)


test_snowflake_integration.TestProofTables  (tests\test_snowflake_integration.py:136)


test_snowflake_integration.TestExternalFunctions  (tests\test_snowflake_integration.py:171)


test_snowflake_integration.TestSetup  (tests\test_snowflake_integration.py:188)


test_snowflake_integration.TestSnowflakeIntegration  (tests\test_snowflake_integration.py:220)


test_snowflake_integration.test_connection_from_env  (tests\test_snowflake_integration.py:49)


test_snowflake_integration.test_connection_missing_credentials  (tests\test_snowflake_integration.py:62)


test_snowflake_integration.test_connection_context_manager  (tests\test_snowflake_integration.py:69)


test_snowflake_integration.test_execute_query  (tests\test_snowflake_integration.py:83)


test_snowflake_integration.test_generate_proof_udf_registration  (tests\test_snowflake_integration.py:103)


test_snowflake_integration.test_udf_examples  (tests\test_snowflake_integration.py:120)


test_snowflake_integration.test_create_tables  (tests\test_snowflake_integration.py:139)


test_snowflake_integration.test_time_travel_examples  (tests\test_snowflake_integration.py:156)


test_snowflake_integration.test_external_function_examples  (tests\test_snowflake_integration.py:174)


test_snowflake_integration.test_setup_aevion_snowflake  (tests\test_snowflake_integration.py:191)


test_snowflake_integration.test_connection_real  (tests\test_snowflake_integration.py:223)


test_snowflake_integration.test_generate_proof_real  (tests\test_snowflake_integration.py:228)


test_snowflake_integration.test_verify_proof_real  (tests\test_snowflake_integration.py:245)


test_snowflake_integration.test_batch_proof_generation_real  (tests\test_snowflake_integration.py:268)


test_snowflake_integration.test_merkle_root_computation_real  (tests\test_snowflake_integration.py:285)


test_stratus_hybrid_runtime.FakeRegistry  (tests\test_stratus_hybrid_runtime.py:20)


test_stratus_hybrid_runtime.test_router_code_chain_prefers_rtx_then_pi_then_litellm  (tests\test_stratus_hybrid_runtime.py:28)


test_stratus_hybrid_runtime.test_router_reasoning_skips_unavailable_kimi  (tests\test_stratus_hybrid_runtime.py:35)


test_stratus_hybrid_runtime.test_registry_marks_hailo_and_kimi_unavailable_by_config  (tests\test_stratus_hybrid_runtime.py:42)


test_stratus_hybrid_runtime.FailingProvider  (tests\test_stratus_hybrid_runtime.py:56)


test_stratus_hybrid_runtime.SuccessProvider  (tests\test_stratus_hybrid_runtime.py:63)


test_stratus_hybrid_runtime.test_runtime_fallback_moves_to_second_provider  (tests\test_stratus_hybrid_runtime.py:78)


test_stratus_hybrid_runtime.test_telemetry_is_metadata_only  (tests\test_stratus_hybrid_runtime.py:100)


test_stratus_hybrid_runtime.StubResult  (tests\test_stratus_hybrid_runtime.py:118)


test_stratus_hybrid_runtime.StubAdapter  (tests\test_stratus_hybrid_runtime.py:123)


test_stratus_hybrid_runtime.test_stratus_orchestrator_hybrid_enabled_with_stub_adapter  (tests\test_stratus_hybrid_runtime.py:130)


test_stratus_hybrid_runtime.__init__  (tests\test_stratus_hybrid_runtime.py:21)


test_stratus_hybrid_runtime.is_available  (tests\test_stratus_hybrid_runtime.py:24)


test_stratus_hybrid_runtime.generate  (tests\test_stratus_hybrid_runtime.py:59)


test_stratus_hybrid_runtime.__init__  (tests\test_stratus_hybrid_runtime.py:66)


test_stratus_hybrid_runtime.generate  (tests\test_stratus_hybrid_runtime.py:69)


test_stratus_hybrid_runtime.generate  (tests\test_stratus_hybrid_runtime.py:124)


test_timexl_pipeline._fake_mistral_key  (tests\test_timexl_pipeline.py:29)


test_timexl_pipeline._pred_response  (tests\test_timexl_pipeline.py:36)


test_timexl_pipeline._refl_response  (tests\test_timexl_pipeline.py:45)


test_timexl_pipeline._refine_response  (tests\test_timexl_pipeline.py:55)


test_timexl_pipeline._oracle_response  (tests\test_timexl_pipeline.py:62)


test_timexl_pipeline.make_mock_chat  (tests\test_timexl_pipeline.py:66)


test_timexl_pipeline.TestTimexlStage  (tests\test_timexl_pipeline.py:87)


test_timexl_pipeline.TestTimexlStageResult  (tests\test_timexl_pipeline.py:197)


test_timexl_pipeline.TestConstitutionalHalt  (tests\test_timexl_pipeline.py:275)


test_timexl_pipeline.TestPipelineIntegration  (tests\test_timexl_pipeline.py:338)


test_timexl_pipeline._chat  (tests\test_timexl_pipeline.py:70)


test_timexl_pipeline.test_import  (tests\test_timexl_pipeline.py:88)


test_timexl_pipeline.test_instantiation  (tests\test_timexl_pipeline.py:93)


test_timexl_pipeline.test_lazy_init  (tests\test_timexl_pipeline.py:99)


test_timexl_pipeline.test_run_code_happy_path  (tests\test_timexl_pipeline.py:110)


test_timexl_pipeline.test_run_claim_happy_path  (tests\test_timexl_pipeline.py:140)


test_timexl_pipeline.test_run_dispatch_code  (tests\test_timexl_pipeline.py:161)


test_timexl_pipeline.test_run_dispatch_claim  (tests\test_timexl_pipeline.py:178)


test_timexl_pipeline.test_content_hash_is_hex16  (tests\test_timexl_pipeline.py:198)


test_timexl_pipeline.test_proof_hash_changes_per_run  (tests\test_timexl_pipeline.py:216)


test_timexl_pipeline.test_chain_entry_structure  (tests\test_timexl_pipeline.py:245)


test_timexl_pipeline.test_variance_halt_triggers_on_high_sigma  (tests\test_timexl_pipeline.py:276)


test_timexl_pipeline.test_convergence_on_stable_confidences  (tests\test_timexl_pipeline.py:316)


test_timexl_pipeline.test_python_test_execution_real  (tests\test_timexl_pipeline.py:339)


test_timexl_pipeline.test_chain_entry_proof_hash_is_deterministic_per_run  (tests\test_timexl_pipeline.py:363)


test_timexl_pipeline.oscillating_chat  (tests\test_timexl_pipeline.py:283)


test_verified_orchestrator.TestOrchestratorState  (tests\test_trading_bot\test_verified_orchestrator.py:37)


test_verified_orchestrator.TestTradeDecisionProof  (tests\test_trading_bot\test_verified_orchestrator.py:52)


test_verified_orchestrator.TestOFIWindow  (tests\test_trading_bot\test_verified_orchestrator.py:158)


test_verified_orchestrator.TestOrchestratorInitialization  (tests\test_trading_bot\test_verified_orchestrator.py:208)


test_verified_orchestrator.TestStateTransitions  (tests\test_trading_bot\test_verified_orchestrator.py:294)


test_verified_orchestrator.TestGuardrailExecution  (tests\test_trading_bot\test_verified_orchestrator.py:391)


test_verified_orchestrator.TestConsensusIntegration  (tests\test_trading_bot\test_verified_orchestrator.py:479)


test_verified_orchestrator.TestCryptographicProofs  (tests\test_trading_bot\test_verified_orchestrator.py:495)


test_verified_orchestrator.TestAuditIntegration  (tests\test_trading_bot\test_verified_orchestrator.py:537)


test_verified_orchestrator.TestMemoryManagement  (tests\test_trading_bot\test_verified_orchestrator.py:583)


test_verified_orchestrator.TestRollingOFI  (tests\test_trading_bot\test_verified_orchestrator.py:607)


test_verified_orchestrator.TestVerificationStats  (tests\test_trading_bot\test_verified_orchestrator.py:633)


test_verified_orchestrator.TestInputValidation  (tests\test_trading_bot\test_verified_orchestrator.py:653)


test_verified_orchestrator.TestRecentProofsStorage  (tests\test_trading_bot\test_verified_orchestrator.py:727)


test_verified_orchestrator.TestDataStaleness  (tests\test_trading_bot\test_verified_orchestrator.py:747)


test_verified_orchestrator.TestStatusReporting  (tests\test_trading_bot\test_verified_orchestrator.py:757)


test_verified_orchestrator.TestComplianceReport  (tests\test_trading_bot\test_verified_orchestrator.py:797)


test_verified_orchestrator.test_state_enum_values  (tests\test_trading_bot\test_verified_orchestrator.py:40)


test_verified_orchestrator.test_proof_creation  (tests\test_trading_bot\test_verified_orchestrator.py:55)


test_verified_orchestrator.test_proof_hash_computation  (tests\test_trading_bot\test_verified_orchestrator.py:84)


test_verified_orchestrator.test_proof_to_dict  (tests\test_trading_bot\test_verified_orchestrator.py:126)


test_verified_orchestrator.test_ofi_window_add  (tests\test_trading_bot\test_verified_orchestrator.py:161)


test_verified_orchestrator.test_ofi_window_cleanup  (tests\test_trading_bot\test_verified_orchestrator.py:175)


test_verified_orchestrator.test_ofi_window_sum_within_timeframe  (tests\test_trading_bot\test_verified_orchestrator.py:193)


test_verified_orchestrator.mock_components  (tests\test_trading_bot\test_verified_orchestrator.py:212)


test_verified_orchestrator.test_orchestrator_initialization  (tests\test_trading_bot\test_verified_orchestrator.py:236)


test_verified_orchestrator.test_ofi_windows_initialized  (tests\test_trading_bot\test_verified_orchestrator.py:268)


test_verified_orchestrator.mock_orchestrator  (tests\test_trading_bot\test_verified_orchestrator.py:298)


test_verified_orchestrator.test_valid_transition_initializing_to_ready  (tests\test_trading_bot\test_verified_orchestrator.py:327)


test_verified_orchestrator.test_valid_transition_ready_to_trading  (tests\test_trading_bot\test_verified_orchestrator.py:335)


test_verified_orchestrator.test_valid_transition_trading_to_paused  (tests\test_trading_bot\test_verified_orchestrator.py:345)


test_verified_orchestrator.test_valid_transition_paused_to_trading  (tests\test_trading_bot\test_verified_orchestrator.py:356)


test_verified_orchestrator.test_invalid_transition_ready_to_paused  (tests\test_trading_bot\test_verified_orchestrator.py:368)


test_verified_orchestrator.test_stopped_is_terminal  (tests\test_trading_bot\test_verified_orchestrator.py:378)


test_verified_orchestrator.test_guardrail_order  (tests\test_trading_bot\test_verified_orchestrator.py:394)


test_verified_orchestrator.test_guardrail_blocks_on_fat_finger  (tests\test_trading_bot\test_verified_orchestrator.py:418)


test_verified_orchestrator.test_guardrail_blocks_on_position_size  (tests\test_trading_bot\test_verified_orchestrator.py:442)


test_verified_orchestrator.test_kill_switch_activation  (tests\test_trading_bot\test_verified_orchestrator.py:459)


test_verified_orchestrator.test_high_risk_threshold  (tests\test_trading_bot\test_verified_orchestrator.py:482)


test_verified_orchestrator.test_consensus_confidence_threshold  (tests\test_trading_bot\test_verified_orchestrator.py:488)


test_verified_orchestrator.test_proof_hash_is_sha256  (tests\test_trading_bot\test_verified_orchestrator.py:498)


test_verified_orchestrator.test_proof_id_is_unique  (tests\test_trading_bot\test_verified_orchestrator.py:523)


test_verified_orchestrator.test_audit_logger_initialization  (tests\test_trading_bot\test_verified_orchestrator.py:540)


test_verified_orchestrator.test_audit_chain_integrity  (tests\test_trading_bot\test_verified_orchestrator.py:549)


test_verified_orchestrator.test_memory_cleanup_interval  (tests\test_trading_bot\test_verified_orchestrator.py:586)


test_verified_orchestrator.test_ofi_window_deque_max_length  (tests\test_trading_bot\test_verified_orchestrator.py:592)


test_verified_orchestrator.test_rolling_ofi_multiple_windows  (tests\test_trading_bot\test_verified_orchestrator.py:610)


test_verified_orchestrator.test_initial_stats_are_zero  (tests\test_trading_bot\test_verified_orchestrator.py:636)


test_verified_orchestrator.test_invalid_symbol_blocked  (tests\test_trading_bot\test_verified_orchestrator.py:656)


test_verified_orchestrator.test_invalid_side_blocked  (tests\test_trading_bot\test_verified_orchestrator.py:675)


test_verified_orchestrator.test_nan_price_blocked  (tests\test_trading_bot\test_verified_orchestrator.py:693)


test_verified_orchestrator.test_negative_quantity_blocked  (tests\test_trading_bot\test_verified_orchestrator.py:710)


test_verified_orchestrator.test_proofs_deque_bounded  (tests\test_trading_bot\test_verified_orchestrator.py:730)


test_verified_orchestrator.test_staleness_threshold_is_50ms  (tests\test_trading_bot\test_verified_orchestrator.py:750)


test_verified_orchestrator.test_status_includes_state  (tests\test_trading_bot\test_verified_orchestrator.py:760)


test_verified_orchestrator.test_verification_stats_in_status  (tests\test_trading_bot\test_verified_orchestrator.py:780)


test_verified_orchestrator.test_compliance_report_structure  (tests\test_trading_bot\test_verified_orchestrator.py:800)


test_verified_orchestrator.transition_state  (tests\test_trading_bot\test_verified_orchestrator.py:317)


test_truth_service.test_imports  (tests\test_truth_service.py:21)


test_truth_service.test_truth_anchor_basic  (tests\test_truth_service.py:33)


test_truth_service.test_truth_verification  (tests\test_truth_service.py:58)


test_truth_service.test_truth_registry  (tests\test_truth_service.py:83)


test_truth_service.test_truth_query  (tests\test_truth_service.py:110)


test_truth_service.test_multi_sig_truth  (tests\test_truth_service.py:139)


test_truth_service.test_truth_service_health  (tests\test_truth_service.py:188)


test_truth_service.test_truth_service_anchor  (tests\test_truth_service.py:209)


test_truth_service.run_all_tests  (tests\test_truth_service.py:237)


test_truth_service.test  (tests\test_truth_service.py:148)


test_universal_trust_protocol.alice_identity  (tests\test_universal_trust_protocol.py:52)


test_universal_trust_protocol.bob_identity  (tests\test_universal_trust_protocol.py:63)


test_universal_trust_protocol.trust_registry  (tests\test_universal_trust_protocol.py:74)


test_universal_trust_protocol.sample_capability  (tests\test_universal_trust_protocol.py:80)


test_universal_trust_protocol.test_create_identity  (tests\test_universal_trust_protocol.py:99)


test_universal_trust_protocol.test_identity_serialization  (tests\test_universal_trust_protocol.py:109)


test_universal_trust_protocol.test_handshake_hello_creation  (tests\test_universal_trust_protocol.py:129)


test_universal_trust_protocol.test_handshake_hello_verification  (tests\test_universal_trust_protocol.py:143)


test_universal_trust_protocol.test_handshake_replay_protection  (tests\test_universal_trust_protocol.py:161)


test_universal_trust_protocol.test_handshake_timestamp_validation  (tests\test_universal_trust_protocol.py:179)


test_universal_trust_protocol.test_handshake_full_exchange  (tests\test_universal_trust_protocol.py:206)


test_universal_trust_protocol.test_capability_creation  (tests\test_universal_trust_protocol.py:231)


test_universal_trust_protocol.test_capability_serialization  (tests\test_universal_trust_protocol.py:241)


test_universal_trust_protocol.test_attestation_creation  (tests\test_universal_trust_protocol.py:253)


test_universal_trust_protocol.test_attestation_verification  (tests\test_universal_trust_protocol.py:268)


test_universal_trust_protocol.test_attestation_tampering_detection  (tests\test_universal_trust_protocol.py:286)


test_universal_trust_protocol.test_verified_message_creation  (tests\test_universal_trust_protocol.py:309)


test_universal_trust_protocol.test_verified_message_exchange  (tests\test_universal_trust_protocol.py:329)


test_universal_trust_protocol.test_verified_message_tampering  (tests\test_universal_trust_protocol.py:353)


test_universal_trust_protocol.test_trust_registry_initialization  (tests\test_universal_trust_protocol.py:376)


test_universal_trust_protocol.test_trust_score_creation  (tests\test_universal_trust_protocol.py:384)


test_universal_trust_protocol.test_trust_score_updates  (tests\test_universal_trust_protocol.py:393)


test_universal_trust_protocol.test_trust_level_mapping  (tests\test_universal_trust_protocol.py:416)


test_universal_trust_protocol.test_verified_capabilities  (tests\test_universal_trust_protocol.py:432)


test_universal_trust_protocol.test_trust_score_export_import  (tests\test_universal_trust_protocol.py:444)


test_universal_trust_protocol.test_session_initialization  (tests\test_universal_trust_protocol.py:467)


test_universal_trust_protocol.test_session_initiation  (tests\test_universal_trust_protocol.py:477)


test_universal_trust_protocol.test_session_handshake  (tests\test_universal_trust_protocol.py:489)


test_universal_trust_protocol.test_trust_negotiation  (tests\test_universal_trust_protocol.py:513)


test_universal_trust_protocol.test_data_exchange  (tests\test_universal_trust_protocol.py:544)


test_universal_trust_protocol.test_session_closure  (tests\test_universal_trust_protocol.py:574)


test_universal_trust_protocol.test_capability_sharing  (tests\test_universal_trust_protocol.py:602)


test_universal_trust_protocol.test_session_timeout  (tests\test_universal_trust_protocol.py:627)


test_universal_trust_protocol.test_session_info  (tests\test_universal_trust_protocol.py:641)


test_universal_trust_protocol.test_full_session_lifecycle  (tests\test_universal_trust_protocol.py:667)


test_universal_trust_protocol.test_multi_session_reputation_building  (tests\test_universal_trust_protocol.py:717)


test_universal_trust_protocol.test_quick_trust_check_function  (tests\test_universal_trust_protocol.py:747)


test_universal_trust_protocol.test_invalid_state_transitions  (tests\test_universal_trust_protocol.py:767)


test_universal_trust_protocol.test_version_mismatch  (tests\test_universal_trust_protocol.py:777)


test_universal_trust_protocol.test_missing_cryptography_library  (tests\test_universal_trust_protocol.py:794)


test_universal_trust_protocol.test_handshake_performance  (tests\test_universal_trust_protocol.py:805)


test_universal_trust_protocol.test_message_throughput  (tests\test_universal_trust_protocol.py:826)


test_verifiable_constitution.TestConstitutionalRule  (tests\test_verifiable_constitution.py:34)


test_verifiable_constitution.TestConstitution  (tests\test_verifiable_constitution.py:135)


test_verifiable_constitution.TestConstitutionSigner  (tests\test_verifiable_constitution.py:277)


test_verifiable_constitution.TestConstitutionalVerifier  (tests\test_verifiable_constitution.py:359)


test_verifiable_constitution.TestViolationDetector  (tests\test_verifiable_constitution.py:544)


test_verifiable_constitution.TestBuiltInRules  (tests\test_verifiable_constitution.py:748)


test_verifiable_constitution.TestIntegration  (tests\test_verifiable_constitution.py:800)


test_verifiable_constitution.test_rule_creation  (tests\test_verifiable_constitution.py:37)


test_verifiable_constitution.test_rule_verification_pass  (tests\test_verifiable_constitution.py:52)


test_verifiable_constitution.test_rule_verification_fail  (tests\test_verifiable_constitution.py:63)


test_verifiable_constitution.test_rule_with_context  (tests\test_verifiable_constitution.py:74)


test_verifiable_constitution.test_disabled_rule  (tests\test_verifiable_constitution.py:86)


test_verifiable_constitution.test_rule_commitment  (tests\test_verifiable_constitution.py:98)


test_verifiable_constitution.test_rule_serialization  (tests\test_verifiable_constitution.py:116)


test_verifiable_constitution.test_constitution_creation  (tests\test_verifiable_constitution.py:138)


test_verifiable_constitution.test_add_rule  (tests\test_verifiable_constitution.py:150)


test_verifiable_constitution.test_enable_disable_rule  (tests\test_verifiable_constitution.py:169)


test_verifiable_constitution.test_constitution_commitment  (tests\test_verifiable_constitution.py:197)


test_verifiable_constitution.test_verify_commitment  (tests\test_verifiable_constitution.py:231)


test_verifiable_constitution.test_constitution_serialization  (tests\test_verifiable_constitution.py:252)


test_verifiable_constitution.test_signer_creation  (tests\test_verifiable_constitution.py:280)


test_verifiable_constitution.test_signer_with_key  (tests\test_verifiable_constitution.py:286)


test_verifiable_constitution.test_sign_constitution  (tests\test_verifiable_constitution.py:294)


test_verifiable_constitution.test_verify_signature  (tests\test_verifiable_constitution.py:319)


test_verifiable_constitution.test_key_export  (tests\test_verifiable_constitution.py:346)


test_verifiable_constitution.test_verifier_creation  (tests\test_verifiable_constitution.py:362)


test_verifiable_constitution.test_verify_compliant_output  (tests\test_verifiable_constitution.py:370)


test_verifiable_constitution.test_verify_violating_output  (tests\test_verifiable_constitution.py:394)


test_verifiable_constitution.test_verify_with_context  (tests\test_verifiable_constitution.py:421)


test_verifiable_constitution.test_signed_proof  (tests\test_verifiable_constitution.py:453)


test_verifiable_constitution.test_batch_verify  (tests\test_verifiable_constitution.py:478)


test_verifiable_constitution.test_proof_structure  (tests\test_verifiable_constitution.py:509)


test_verifiable_constitution.test_detector_creation  (tests\test_verifiable_constitution.py:547)


test_verifiable_constitution.test_record_violation  (tests\test_verifiable_constitution.py:552)


test_verifiable_constitution.test_get_violations_by_rule  (tests\test_verifiable_constitution.py:569)


test_verifiable_constitution.test_get_violations_by_severity  (tests\test_verifiable_constitution.py:599)


test_verifiable_constitution.test_detect_patterns  (tests\test_verifiable_constitution.py:629)


test_verifiable_constitution.test_violation_score  (tests\test_verifiable_constitution.py:653)


test_verifiable_constitution.test_should_escalate  (tests\test_verifiable_constitution.py:674)


test_verifiable_constitution.test_generate_report  (tests\test_verifiable_constitution.py:707)


test_verifiable_constitution.test_safety_rules  (tests\test_verifiable_constitution.py:751)


test_verifiable_constitution.test_transparency_rules  (tests\test_verifiable_constitution.py:762)


test_verifiable_constitution.test_ethical_rules  (tests\test_verifiable_constitution.py:776)


test_verifiable_constitution.test_default_constitution  (tests\test_verifiable_constitution.py:786)


test_verifiable_constitution.test_complete_workflow  (tests\test_verifiable_constitution.py:803)


test_verifiable_constitution.test_zk_compliance_proof  (tests\test_verifiable_constitution.py:862)


test_verifiable_constitution.test_constitutional_evolution  (tests\test_verifiable_constitution.py:884)


test_webhooks.webhook_manager  (tests\test_webhooks.py:39)


test_webhooks.webhook_registry  (tests\test_webhooks.py:45)


test_webhooks.webhook_delivery  (tests\test_webhooks.py:51)


test_webhooks.webhook_config  (tests\test_webhooks.py:57)


test_webhooks.webhook_event  (tests\test_webhooks.py:68)


test_webhooks.api_client  (tests\test_webhooks.py:81)


test_webhooks.TestWebhookManager  (tests\test_webhooks.py:91)


test_webhooks.TestWebhookRegistry  (tests\test_webhooks.py:218)


test_webhooks.TestWebhookDelivery  (tests\test_webhooks.py:372)


test_webhooks.TestDeadLetterQueue  (tests\test_webhooks.py:480)


test_webhooks.TestRetryPolicy  (tests\test_webhooks.py:549)


test_webhooks.TestWebhookAPI  (tests\test_webhooks.py:580)


test_webhooks.test_generate_signature  (tests\test_webhooks.py:94)


test_webhooks.test_verify_signature_valid  (tests\test_webhooks.py:104)


test_webhooks.test_verify_signature_invalid  (tests\test_webhooks.py:112)


test_webhooks.test_verify_signature_tampered_payload  (tests\test_webhooks.py:120)


test_webhooks.test_create_event  (tests\test_webhooks.py:131)


test_webhooks.test_prepare_delivery  (tests\test_webhooks.py:144)


test_webhooks.test_validate_config_valid  (tests\test_webhooks.py:157)


test_webhooks.test_validate_config_invalid_url  (tests\test_webhooks.py:162)


test_webhooks.test_validate_config_http_production  (tests\test_webhooks.py:169)


test_webhooks.test_validate_config_http_localhost  (tests\test_webhooks.py:176)


test_webhooks.test_validate_config_short_secret  (tests\test_webhooks.py:182)


test_webhooks.test_validate_config_no_events  (tests\test_webhooks.py:189)


test_webhooks.test_should_deliver_enabled  (tests\test_webhooks.py:196)


test_webhooks.test_should_deliver_disabled  (tests\test_webhooks.py:200)


test_webhooks.test_should_deliver_wrong_event  (tests\test_webhooks.py:207)


test_webhooks.test_register_webhook  (tests\test_webhooks.py:221)


test_webhooks.test_register_webhook_invalid  (tests\test_webhooks.py:228)


test_webhooks.test_unregister_webhook  (tests\test_webhooks.py:235)


test_webhooks.test_unregister_nonexistent  (tests\test_webhooks.py:243)


test_webhooks.test_list_by_user  (tests\test_webhooks.py:248)


test_webhooks.test_list_by_event  (tests\test_webhooks.py:273)


test_webhooks.test_update_webhook  (tests\test_webhooks.py:294)


test_webhooks.test_enable_disable  (tests\test_webhooks.py:305)


test_webhooks.test_health_tracking  (tests\test_webhooks.py:321)


test_webhooks.test_auto_disable_unhealthy  (tests\test_webhooks.py:342)


test_webhooks.test_get_stats  (tests\test_webhooks.py:356)


test_webhooks.test_deliver_success  (tests\test_webhooks.py:376)


test_webhooks.test_deliver_failure_with_retry  (tests\test_webhooks.py:395)


test_webhooks.test_deliver_timeout  (tests\test_webhooks.py:420)


test_webhooks.test_deliver_disabled_webhook  (tests\test_webhooks.py:437)


test_webhooks.test_deliver_batch  (tests\test_webhooks.py:449)


test_webhooks.test_add_to_queue  (tests\test_webhooks.py:483)


test_webhooks.test_queue_max_size  (tests\test_webhooks.py:499)


test_webhooks.test_get_by_webhook  (tests\test_webhooks.py:516)


test_webhooks.test_exponential_backoff  (tests\test_webhooks.py:552)


test_webhooks.test_custom_backoff  (tests\test_webhooks.py:565)


test_webhooks.test_create_webhook  (tests\test_webhooks.py:583)


test_webhooks.test_create_webhook_with_secret  (tests\test_webhooks.py:601)


test_webhooks.test_create_webhook_invalid_url  (tests\test_webhooks.py:615)


test_webhooks.test_list_webhooks  (tests\test_webhooks.py:628)


test_webhooks.test_get_webhook  (tests\test_webhooks.py:646)


test_xgml_interchange.TestXGMLSerializer  (tests\test_xgml_interchange.py:25)


test_xgml_interchange.TestXGMLParser  (tests\test_xgml_interchange.py:160)


test_xgml_interchange.TestXGMLValidator  (tests\test_xgml_interchange.py:258)


test_xgml_interchange.TestXGMLSchema  (tests\test_xgml_interchange.py:333)


test_xgml_interchange.TestRoundTrip  (tests\test_xgml_interchange.py:380)


test_xgml_interchange.test_basic_serialization  (tests\test_xgml_interchange.py:28)


test_xgml_interchange.test_complete_proof_serialization  (tests\test_xgml_interchange.py:52)


test_xgml_interchange.test_batch_serialization  (tests\test_xgml_interchange.py:103)


test_xgml_interchange.test_serialization_options  (tests\test_xgml_interchange.py:133)


test_xgml_interchange.test_basic_parsing  (tests\test_xgml_interchange.py:163)


test_xgml_interchange.test_parsing_with_model  (tests\test_xgml_interchange.py:184)


test_xgml_interchange.test_parsing_batch  (tests\test_xgml_interchange.py:204)


test_xgml_interchange.test_parsing_invalid_xml  (tests\test_xgml_interchange.py:236)


test_xgml_interchange.test_parsing_missing_required  (tests\test_xgml_interchange.py:244)


test_xgml_interchange.test_valid_proof  (tests\test_xgml_interchange.py:261)


test_xgml_interchange.test_invalid_proof_type  (tests\test_xgml_interchange.py:281)


test_xgml_interchange.test_missing_required_elements  (tests\test_xgml_interchange.py:299)


test_xgml_interchange.test_invalid_hash_format  (tests\test_xgml_interchange.py:314)


test_xgml_interchange.test_proof_type_validation  (tests\test_xgml_interchange.py:336)


test_xgml_interchange.test_algorithm_validation  (tests\test_xgml_interchange.py:344)


test_xgml_interchange.test_supported_features  (tests\test_xgml_interchange.py:352)


test_xgml_interchange.test_templates  (tests\test_xgml_interchange.py:366)


test_xgml_interchange.test_basic_round_trip  (tests\test_xgml_interchange.py:383)


test_aspo_trainer.TestASPOConfig  (tests\training\test_aspo_trainer.py:19)


test_aspo_trainer.TestComputeAdvantage  (tests\training\test_aspo_trainer.py:41)


test_aspo_trainer.TestShapeAdvantage  (tests\training\test_aspo_trainer.py:96)


test_aspo_trainer.TestClipAdvantages  (tests\training\test_aspo_trainer.py:143)


test_aspo_trainer.test_defaults  (tests\training\test_aspo_trainer.py:20)


test_aspo_trainer.test_custom_config  (tests\training\test_aspo_trainer.py:31)


test_aspo_trainer.setup_method  (tests\training\test_aspo_trainer.py:42)


test_aspo_trainer._zeros  (tests\training\test_aspo_trainer.py:45)


test_aspo_trainer.test_output_shape  (tests\training\test_aspo_trainer.py:48)


test_aspo_trainer.test_zero_rewards_zero_values_zero_advantages  (tests\training\test_aspo_trainer.py:54)


test_aspo_trainer.test_advantages_plus_values_equals_returns  (tests\training\test_aspo_trainer.py:60)


test_aspo_trainer.test_no_dones_argument  (tests\training\test_aspo_trainer.py:66)


test_aspo_trainer.test_with_dones_zeros_across_boundary  (tests\training\test_aspo_trainer.py:74)


test_aspo_trainer.test_single_step  (tests\training\test_aspo_trainer.py:83)


test_aspo_trainer.setup_method  (tests\training\test_aspo_trainer.py:97)


test_aspo_trainer._metrics  (tests\training\test_aspo_trainer.py:100)


test_aspo_trainer.test_same_shape_output  (tests\training\test_aspo_trainer.py:109)


test_aspo_trainer.test_neutral_score_no_change  (tests\training\test_aspo_trainer.py:115)


test_aspo_trainer.test_batch_size_mismatch_raises  (tests\training\test_aspo_trainer.py:124)


test_aspo_trainer.test_advantage_original_unchanged  (tests\training\test_aspo_trainer.py:130)


test_aspo_trainer.setup_method  (tests\training\test_aspo_trainer.py:144)


test_aspo_trainer.test_clip_within_bounds  (tests\training\test_aspo_trainer.py:147)


test_aspo_trainer.test_clip_above  (tests\training\test_aspo_trainer.py:152)


test_aspo_trainer.test_clip_below  (tests\training\test_aspo_trainer.py:157)


test_aspo_trainer.test_clip_preserves_shape  (tests\training\test_aspo_trainer.py:162)


test_behavioral_metrics.TestBehavioralMetricsDefaults  (tests\training\test_behavioral_metrics.py:16)


test_behavioral_metrics.TestComputeBehavioralScore  (tests\training\test_behavioral_metrics.py:46)


test_behavioral_metrics.TestFromResponse  (tests\training\test_behavioral_metrics.py:110)


test_behavioral_metrics.test_default_tool_invoked  (tests\training\test_behavioral_metrics.py:17)


test_behavioral_metrics.test_default_code_executed  (tests\training\test_behavioral_metrics.py:21)


test_behavioral_metrics.test_default_step_by_step  (tests\training\test_behavioral_metrics.py:25)


test_behavioral_metrics.test_default_response_length  (tests\training\test_behavioral_metrics.py:29)


test_behavioral_metrics.test_default_mean_response_length  (tests\training\test_behavioral_metrics.py:33)


test_behavioral_metrics.test_is_dataclass  (tests\training\test_behavioral_metrics.py:37)


test_behavioral_metrics.test_empty_response_score_in_range  (tests\training\test_behavioral_metrics.py:47)


test_behavioral_metrics.test_all_signals_max_score  (tests\training\test_behavioral_metrics.py:52)


test_behavioral_metrics.test_step_by_step_adds_score  (tests\training\test_behavioral_metrics.py:67)


test_behavioral_metrics.test_tool_invoked_adds_score  (tests\training\test_behavioral_metrics.py:74)


test_behavioral_metrics.test_code_execution_success_adds_score  (tests\training\test_behavioral_metrics.py:79)


test_behavioral_metrics.test_score_clamped_to_one  (tests\training\test_behavioral_metrics.py:86)


test_behavioral_metrics.test_score_nonnegative  (tests\training\test_behavioral_metrics.py:101)


test_behavioral_metrics.test_returns_behavioral_metrics_instance  (tests\training\test_behavioral_metrics.py:111)


test_behavioral_metrics.test_code_block_detected  (tests\training\test_behavioral_metrics.py:115)


test_behavioral_metrics.test_tool_invoked_from_code_block  (tests\training\test_behavioral_metrics.py:120)


test_behavioral_metrics.test_step_by_step_detected  (tests\training\test_behavioral_metrics.py:125)


test_behavioral_metrics.test_step_by_step_not_detected_single_indicator  (tests\training\test_behavioral_metrics.py:130)


test_behavioral_metrics.test_response_length_set  (tests\training\test_behavioral_metrics.py:136)


test_behavioral_metrics.test_code_executed_detected  (tests\training\test_behavioral_metrics.py:141)


test_behavioral_metrics.test_empty_response_no_signals  (tests\training\test_behavioral_metrics.py:146)


test_behavioral_metrics.test_mean_response_length_propagated  (tests\training\test_behavioral_metrics.py:152)


test_behavioral_metrics.test_multiple_code_blocks_counted  (tests\training\test_behavioral_metrics.py:156)


test_behavioral_metrics.test_tool_count_reflects_multiple_patterns  (tests\training\test_behavioral_metrics.py:161)


test_data_provenance.TestDataSourceType  (tests\training\test_data_provenance.py:30)


test_data_provenance.TestDataSource  (tests\training\test_data_provenance.py:45)


test_data_provenance.TestTrainingExample  (tests\training\test_data_provenance.py:76)


test_data_provenance.TestValidationResult  (tests\training\test_data_provenance.py:112)


test_data_provenance.TestTrainingDataPipelineBasics  (tests\training\test_data_provenance.py:134)


test_data_provenance.TestAddExample  (tests\training\test_data_provenance.py:166)


test_data_provenance.TestValidateDataset  (tests\training\test_data_provenance.py:196)


test_data_provenance.TestComputeMerkleRoot  (tests\training\test_data_provenance.py:240)


test_data_provenance.TestProvenanceBundle  (tests\training\test_data_provenance.py:279)


test_data_provenance.TestVerifyBundle  (tests\training\test_data_provenance.py:322)


test_data_provenance.TestExportImport  (tests\training\test_data_provenance.py:353)


test_data_provenance.TestVASources  (tests\training\test_data_provenance.py:417)


test_data_provenance.test_has_eight_values  (tests\training\test_data_provenance.py:31)


test_data_provenance.test_va_regulations_value  (tests\training\test_data_provenance.py:34)


test_data_provenance.test_synthetic_value  (tests\training\test_data_provenance.py:37)


test_data_provenance.test_auto_id_when_empty  (tests\training\test_data_provenance.py:46)


test_data_provenance.test_explicit_id_preserved  (tests\training\test_data_provenance.py:51)


test_data_provenance.test_defaults  (tests\training\test_data_provenance.py:55)


test_data_provenance.test_to_dict_has_required_keys  (tests\training\test_data_provenance.py:63)


test_data_provenance.test_content_hash_set_on_init  (tests\training\test_data_provenance.py:77)


test_data_provenance.test_verify_integrity_passes  (tests\training\test_data_provenance.py:81)


test_data_provenance.test_verify_integrity_fails_after_mutation  (tests\training\test_data_provenance.py:85)


test_data_provenance.test_same_content_same_hash  (tests\training\test_data_provenance.py:90)


test_data_provenance.test_different_label_different_hash  (tests\training\test_data_provenance.py:95)


test_data_provenance.test_to_dict_keys  (tests\training\test_data_provenance.py:100)


test_data_provenance.test_pass_rate_zero_when_no_examples  (tests\training\test_data_provenance.py:113)


test_data_provenance.test_pass_rate_calculation  (tests\training\test_data_provenance.py:117)


test_data_provenance.test_to_dict_has_pass_rate  (tests\training\test_data_provenance.py:121)


test_data_provenance.setup_method  (tests\training\test_data_provenance.py:135)


test_data_provenance.test_pipeline_id_auto_assigned  (tests\training\test_data_provenance.py:138)


test_data_provenance.test_explicit_pipeline_id  (tests\training\test_data_provenance.py:141)


test_data_provenance.test_empty_pipeline_initially  (tests\training\test_data_provenance.py:145)


test_data_provenance.test_register_source_returns_id  (tests\training\test_data_provenance.py:149)


test_data_provenance.test_register_source_auto_id  (tests\training\test_data_provenance.py:155)


test_data_provenance.setup_method  (tests\training\test_data_provenance.py:167)


test_data_provenance.test_add_example_returns_training_example  (tests\training\test_data_provenance.py:170)


test_data_provenance.test_add_example_increments_count  (tests\training\test_data_provenance.py:174)


test_data_provenance.test_added_example_has_hash  (tests\training\test_data_provenance.py:179)


test_data_provenance.test_add_examples_batch  (tests\training\test_data_provenance.py:183)


test_data_provenance.setup_method  (tests\training\test_data_provenance.py:197)


test_data_provenance.test_empty_pipeline_valid  (tests\training\test_data_provenance.py:200)


test_data_provenance.test_valid_examples_pass  (tests\training\test_data_provenance.py:205)


test_data_provenance.test_duplicate_content_warning  (tests\training\test_data_provenance.py:212)


test_data_provenance.test_unknown_source_warning  (tests\training\test_data_provenance.py:219)


test_data_provenance.test_validate_alias_works  (tests\training\test_data_provenance.py:224)


test_data_provenance.test_multiple_examples_all_valid  (tests\training\test_data_provenance.py:228)


test_data_provenance.setup_method  (tests\training\test_data_provenance.py:241)


test_data_provenance.test_empty_returns_sha256_of_empty_string  (tests\training\test_data_provenance.py:244)


test_data_provenance.test_single_hash_returned_unchanged  (tests\training\test_data_provenance.py:249)


test_data_provenance.test_two_hashes_produce_combined_root  (tests\training\test_data_provenance.py:253)


test_data_provenance.test_order_matters  (tests\training\test_data_provenance.py:259)


test_data_provenance.test_deterministic  (tests\training\test_data_provenance.py:265)


test_data_provenance.test_odd_count_padded  (tests\training\test_data_provenance.py:269)


test_data_provenance.setup_method  (tests\training\test_data_provenance.py:280)


test_data_provenance.test_generate_returns_bundle  (tests\training\test_data_provenance.py:285)


test_data_provenance.test_bundle_name_preserved  (tests\training\test_data_provenance.py:289)


test_data_provenance.test_bundle_total_examples  (tests\training\test_data_provenance.py:293)


test_data_provenance.test_bundle_has_merkle_root  (tests\training\test_data_provenance.py:297)


test_data_provenance.test_bundle_timestamp_not_empty  (tests\training\test_data_provenance.py:301)


test_data_provenance.test_bundle_to_dict_keys  (tests\training\test_data_provenance.py:305)


test_data_provenance.test_generate_provenance_bundle_alias  (tests\training\test_data_provenance.py:313)


test_data_provenance.setup_method  (tests\training\test_data_provenance.py:323)


test_data_provenance.test_verify_fresh_bundle_passes  (tests\training\test_data_provenance.py:328)


test_data_provenance.test_verify_detects_count_mismatch  (tests\training\test_data_provenance.py:334)


test_data_provenance.test_verify_detects_merkle_mismatch  (tests\training\test_data_provenance.py:341)


test_data_provenance.test_export_returns_count  (tests\training\test_data_provenance.py:354)


test_data_provenance.test_import_returns_count  (tests\training\test_data_provenance.py:365)


test_data_provenance.test_roundtrip_content_preserved  (tests\training\test_data_provenance.py:379)


test_data_provenance.test_save_and_load_bundle  (tests\training\test_data_provenance.py:390)


test_data_provenance.test_save_to_jsonl_alias  (tests\training\test_data_provenance.py:403)


test_data_provenance.test_va_sources_nonempty  (tests\training\test_data_provenance.py:418)


test_data_provenance.test_cfr_38_present  (tests\training\test_data_provenance.py:421)


test_data_provenance.test_cfr_38_verified  (tests\training\test_data_provenance.py:424)


test_data_provenance.test_create_vetproof_pipeline_has_sources  (tests\training\test_data_provenance.py:427)


test_data_provenance.test_create_vetproof_pipeline_id  (tests\training\test_data_provenance.py:431)


test_mhc_integration.TestManifoldConstrainedOperatorInit  (tests\training\test_mhc_integration.py:18)


test_mhc_integration.TestSinkhornKnopp  (tests\training\test_mhc_integration.py:50)


test_mhc_integration.TestGetProof  (tests\training\test_mhc_integration.py:87)


test_mhc_integration.TestForward  (tests\training\test_mhc_integration.py:122)


test_mhc_integration.TestmHCResidualBlock  (tests\training\test_mhc_integration.py:146)


test_mhc_integration.test_default_num_lanes  (tests\training\test_mhc_integration.py:19)


test_mhc_integration.test_custom_lanes  (tests\training\test_mhc_integration.py:24)


test_mhc_integration.test_dim_not_divisible_raises  (tests\training\test_mhc_integration.py:29)


test_mhc_integration.test_mixing_logits_shape  (tests\training\test_mhc_integration.py:33)


test_mhc_integration.test_sinkhorn_iters  (tests\training\test_mhc_integration.py:37)


test_mhc_integration.test_temperature  (tests\training\test_mhc_integration.py:41)


test_mhc_integration.setup_method  (tests\training\test_mhc_integration.py:51)


test_mhc_integration.test_output_shape  (tests\training\test_mhc_integration.py:54)


test_mhc_integration.test_row_sums_approx_one  (tests\training\test_mhc_integration.py:59)


test_mhc_integration.test_col_sums_approx_one  (tests\training\test_mhc_integration.py:65)


test_mhc_integration.test_all_positive  (tests\training\test_mhc_integration.py:71)


test_mhc_integration.test_identity_input  (tests\training\test_mhc_integration.py:76)


test_mhc_integration.setup_method  (tests\training\test_mhc_integration.py:88)


test_mhc_integration.test_returns_dict  (tests\training\test_mhc_integration.py:91)


test_mhc_integration.test_is_doubly_stochastic_true  (tests\training\test_mhc_integration.py:95)


test_mhc_integration.test_row_sum_error_small  (tests\training\test_mhc_integration.py:99)


test_mhc_integration.test_col_sum_error_small  (tests\training\test_mhc_integration.py:103)


test_mhc_integration.test_spectral_norm_positive  (tests\training\test_mhc_integration.py:107)


test_mhc_integration.test_mixing_matrix_shape  (tests\training\test_mhc_integration.py:111)


test_mhc_integration.test_output_shape  (tests\training\test_mhc_integration.py:123)


test_mhc_integration.test_single_batch  (tests\training\test_mhc_integration.py:129)


test_mhc_integration.test_no_nan_output  (tests\training\test_mhc_integration.py:135)


test_mhc_integration.test_output_shape  (tests\training\test_mhc_integration.py:147)


test_mhc_integration.test_forward_no_nan  (tests\training\test_mhc_integration.py:153)


test_mhc_integration.test_proofs_collected_in_training_mode  (tests\training\test_mhc_integration.py:161)


test_mhc_integration.test_proofs_not_collected_in_inference_mode  (tests\training\test_mhc_integration.py:168)


test_mhc_integration.test_proofs_disabled_by_default  (tests\training\test_mhc_integration.py:175)


test_rlvr_trainer.TestEnhancedRLVRTrainer  (tests\training\test_rlvr_trainer.py:21)


test_rlvr_trainer.TestRLVRConfig  (tests\training\test_rlvr_trainer.py:128)


test_rlvr_trainer.model  (tests\training\test_rlvr_trainer.py:25)


test_rlvr_trainer.trainer  (tests\training\test_rlvr_trainer.py:30)


test_rlvr_trainer.test_init  (tests\training\test_rlvr_trainer.py:34)


test_rlvr_trainer.test_compute_verifiable_reward  (tests\training\test_rlvr_trainer.py:40)


test_rlvr_trainer.test_compute_sample_polarity_positive  (tests\training\test_rlvr_trainer.py:54)


test_rlvr_trainer.test_compute_sample_polarity_negative  (tests\training\test_rlvr_trainer.py:69)


test_rlvr_trainer.test_train_step  (tests\training\test_rlvr_trainer.py:84)


test_rlvr_trainer.test_get_training_stats  (tests\training\test_rlvr_trainer.py:106)


test_rlvr_trainer.test_default_config  (tests\training\test_rlvr_trainer.py:131)


test_rlvr_trainer.test_custom_config  (tests\training\test_rlvr_trainer.py:142)


test_byzantine_variance._majority_vote  (tests\verification\test_byzantine_variance.py:29)


test_byzantine_variance._variance_scaled_from_answers  (tests\verification\test_byzantine_variance.py:39)


test_byzantine_variance._should_halt  (tests\verification\test_byzantine_variance.py:50)


test_byzantine_variance.run_consensus_accuracy  (tests\verification\test_byzantine_variance.py:55)


test_byzantine_variance.TestAccuracyVsByzantineNodes  (tests\verification\test_byzantine_variance.py:94)


test_byzantine_variance.TestVarianceHaltCorrelation  (tests\verification\test_byzantine_variance.py:114)


test_byzantine_variance.TestWeakestLinkConfidence  (tests\verification\test_byzantine_variance.py:146)


test_byzantine_variance.test_f_zero_full_accuracy  (tests\verification\test_byzantine_variance.py:97)


test_byzantine_variance.test_f_under_third_high_accuracy  (tests\verification\test_byzantine_variance.py:102)


test_byzantine_variance.test_f_at_or_above_third_degrades  (tests\verification\test_byzantine_variance.py:108)


test_byzantine_variance.test_halt_implies_variance_above_threshold  (tests\verification\test_byzantine_variance.py:117)


test_byzantine_variance.test_all_agree_no_halt  (tests\verification\test_byzantine_variance.py:124)


test_byzantine_variance.test_split_implies_high_variance  (tests\verification\test_byzantine_variance.py:131)


test_byzantine_variance.test_weakest_link_buckets  (tests\verification\test_byzantine_variance.py:149)


test_byzantine_variance.test_c_min_monotonic_relationship  (tests\verification\test_byzantine_variance.py:175)


test_byzantine_variance.err_rate  (tests\verification\test_byzantine_variance.py:166)


test_constitutional_halt_bridge.TestCheckVariance  (tests\verification\test_constitutional_halt_bridge.py:32)


test_constitutional_halt_bridge.TestClassifyRisk  (tests\verification\test_constitutional_halt_bridge.py:69)


test_constitutional_halt_bridge.TestHaltDecision  (tests\verification\test_constitutional_halt_bridge.py:101)


test_constitutional_halt_bridge.TestConstitutionalHaltInit  (tests\verification\test_constitutional_halt_bridge.py:139)


test_constitutional_halt_bridge.TestConstitutionalHaltEvaluate  (tests\verification\test_constitutional_halt_bridge.py:167)


test_constitutional_halt_bridge.test_single_score_returns_zero_no_halt  (tests\verification\test_constitutional_halt_bridge.py:33)


test_constitutional_halt_bridge.test_identical_scores_zero_variance  (tests\verification\test_constitutional_halt_bridge.py:38)


test_constitutional_halt_bridge.test_high_dispersion_triggers_halt  (tests\verification\test_constitutional_halt_bridge.py:43)


test_constitutional_halt_bridge.test_empty_scores_returns_zero_no_halt  (tests\verification\test_constitutional_halt_bridge.py:49)


test_constitutional_halt_bridge.test_low_threshold_triggers_halt_on_mild_dispersion  (tests\verification\test_constitutional_halt_bridge.py:54)


test_constitutional_halt_bridge.test_returns_float_tuple  (tests\verification\test_constitutional_halt_bridge.py:59)


test_constitutional_halt_bridge.test_returns_dict_with_required_keys  (tests\verification\test_constitutional_halt_bridge.py:70)


test_constitutional_halt_bridge.test_low_sigma_is_acceptable  (tests\verification\test_constitutional_halt_bridge.py:75)


test_constitutional_halt_bridge.test_very_high_sigma_not_acceptable  (tests\verification\test_constitutional_halt_bridge.py:79)


test_constitutional_halt_bridge.test_domain_reflected_in_output  (tests\verification\test_constitutional_halt_bridge.py:83)


test_constitutional_halt_bridge.test_domain_threshold_correct  (tests\verification\test_constitutional_halt_bridge.py:87)


test_constitutional_halt_bridge.test_rac_in_valid_range  (tests\verification\test_constitutional_halt_bridge.py:91)


test_constitutional_halt_bridge._decision  (tests\verification\test_constitutional_halt_bridge.py:102)


test_constitutional_halt_bridge.test_proof_hash_nonempty_on_init  (tests\verification\test_constitutional_halt_bridge.py:117)


test_constitutional_halt_bridge.test_proof_hash_differs_for_different_halt_flag  (tests\verification\test_constitutional_halt_bridge.py:121)


test_constitutional_halt_bridge.test_should_halt_field_matches  (tests\verification\test_constitutional_halt_bridge.py:126)


test_constitutional_halt_bridge.test_state_field_stored  (tests\verification\test_constitutional_halt_bridge.py:130)


test_constitutional_halt_bridge.test_default_instantiation  (tests\verification\test_constitutional_halt_bridge.py:140)


test_constitutional_halt_bridge.test_domain_stored  (tests\verification\test_constitutional_halt_bridge.py:144)


test_constitutional_halt_bridge.test_vetproof_threshold  (tests\verification\test_constitutional_halt_bridge.py:148)


test_constitutional_halt_bridge.test_aviation_threshold_is_stricter_than_default  (tests\verification\test_constitutional_halt_bridge.py:152)


test_constitutional_halt_bridge.test_custom_sigma_override  (tests\verification\test_constitutional_halt_bridge.py:158)


test_constitutional_halt_bridge.test_backend_property_is_string  (tests\verification\test_constitutional_halt_bridge.py:162)


test_constitutional_halt_bridge._halt  (tests\verification\test_constitutional_halt_bridge.py:168)


test_constitutional_halt_bridge.test_evaluate_returns_dict  (tests\verification\test_constitutional_halt_bridge.py:175)


test_constitutional_halt_bridge.test_evaluate_contains_should_halt  (tests\verification\test_constitutional_halt_bridge.py:183)


test_constitutional_halt_bridge.test_evaluate_contains_proof_hash  (tests\verification\test_constitutional_halt_bridge.py:188)


test_constitutional_halt_bridge.test_evaluate_contains_state  (tests\verification\test_constitutional_halt_bridge.py:193)


test_constitutional_halt_bridge.test_evaluate_inference_id_custom  (tests\verification\test_constitutional_halt_bridge.py:198)


test_constitutional_halt_bridge.test_consistent_evidence_does_not_halt  (tests\verification\test_constitutional_halt_bridge.py:207)


test_constitutional_halt_bridge.test_silicon_id_stored  (tests\verification\test_constitutional_halt_bridge.py:224)


test_constitutional_truth.TestPrinciple  (tests\verification\test_constitutional_truth.py:31)


test_constitutional_truth.TestViolation  (tests\verification\test_constitutional_truth.py:70)


test_constitutional_truth.TestComplianceResult  (tests\verification\test_constitutional_truth.py:105)


test_constitutional_truth.TestConstitutionalTruthEngineInit  (tests\verification\test_constitutional_truth.py:148)


test_constitutional_truth.TestConstitutionalTruthEngineCompliance  (tests\verification\test_constitutional_truth.py:179)


test_constitutional_truth.TestConstitutionalTruthEngineStatistics  (tests\verification\test_constitutional_truth.py:286)


test_constitutional_truth.TestConstitutionalEvaluator  (tests\verification\test_constitutional_truth.py:327)


test_constitutional_truth.TestTruthConstitution  (tests\verification\test_constitutional_truth.py:374)


test_constitutional_truth._principle  (tests\verification\test_constitutional_truth.py:32)


test_constitutional_truth.test_to_dict_has_required_keys  (tests\verification\test_constitutional_truth.py:40)


test_constitutional_truth.test_active_default_true  (tests\verification\test_constitutional_truth.py:46)


test_constitutional_truth.test_domain_default_universal  (tests\verification\test_constitutional_truth.py:49)


test_constitutional_truth.test_severity_default_high  (tests\verification\test_constitutional_truth.py:52)


test_constitutional_truth.test_category_stored  (tests\verification\test_constitutional_truth.py:56)


test_constitutional_truth._violation  (tests\verification\test_constitutional_truth.py:71)


test_constitutional_truth.test_violation_id_auto_generated  (tests\verification\test_constitutional_truth.py:80)


test_constitutional_truth.test_to_dict_has_required_keys  (tests\verification\test_constitutional_truth.py:84)


test_constitutional_truth.test_output_fragment_truncated_to_200  (tests\verification\test_constitutional_truth.py:90)


test_constitutional_truth.test_severity_stored  (tests\verification\test_constitutional_truth.py:96)


test_constitutional_truth.test_proof_hash_computed_on_init  (tests\verification\test_constitutional_truth.py:106)


test_constitutional_truth.test_proof_hash_is_hex  (tests\verification\test_constitutional_truth.py:110)


test_constitutional_truth.test_to_dict_has_required_keys  (tests\verification\test_constitutional_truth.py:114)


test_constitutional_truth.test_should_halt_default_false  (tests\verification\test_constitutional_truth.py:121)


test_constitutional_truth.test_compliant_status_default  (tests\verification\test_constitutional_truth.py:125)


test_constitutional_truth.test_violations_list_serialized  (tests\verification\test_constitutional_truth.py:129)


test_constitutional_truth.test_proof_hash_differs_for_different_halt_flags  (tests\verification\test_constitutional_truth.py:138)


test_constitutional_truth.test_default_instantiation  (tests\verification\test_constitutional_truth.py:149)


test_constitutional_truth.test_universal_principles_loaded  (tests\verification\test_constitutional_truth.py:153)


test_constitutional_truth.test_vetproof_domain_loads_extra_principles  (tests\verification\test_constitutional_truth.py:159)


test_constitutional_truth.test_add_principle_increases_count  (tests\verification\test_constitutional_truth.py:166)


test_constitutional_truth._engine  (tests\verification\test_constitutional_truth.py:180)


test_constitutional_truth.test_clean_output_is_compliant  (tests\verification\test_constitutional_truth.py:183)


test_constitutional_truth.test_returns_compliance_result  (tests\verification\test_constitutional_truth.py:190)


test_constitutional_truth.test_proof_hash_nonempty  (tests\verification\test_constitutional_truth.py:195)


test_constitutional_truth.test_principles_checked_positive  (tests\verification\test_constitutional_truth.py:200)


test_constitutional_truth.test_unverified_fact_claim_triggers_violation  (tests\verification\test_constitutional_truth.py:205)


test_constitutional_truth.test_financial_harm_triggers_violation  (tests\verification\test_constitutional_truth.py:211)


test_constitutional_truth.test_ssn_in_output_triggers_halt  (tests\verification\test_constitutional_truth.py:220)


test_constitutional_truth.test_should_halt_false_for_safe_output  (tests\verification\test_constitutional_truth.py:227)


test_constitutional_truth.test_check_count_increments  (tests\verification\test_constitutional_truth.py:234)


test_constitutional_truth.test_custom_check_registered_and_called  (tests\verification\test_constitutional_truth.py:242)


test_constitutional_truth.test_custom_check_can_add_violation  (tests\verification\test_constitutional_truth.py:254)


test_constitutional_truth.test_violation_log_grows_on_violations  (tests\verification\test_constitutional_truth.py:270)


test_constitutional_truth.test_chain_hash_changes_after_each_check  (tests\verification\test_constitutional_truth.py:276)


test_constitutional_truth.test_statistics_returns_dict  (tests\verification\test_constitutional_truth.py:287)


test_constitutional_truth.test_statistics_has_required_keys  (tests\verification\test_constitutional_truth.py:292)


test_constitutional_truth.test_initial_check_count_zero  (tests\verification\test_constitutional_truth.py:299)


test_constitutional_truth.test_halt_count_increments_on_critical_violation  (tests\verification\test_constitutional_truth.py:303)


test_constitutional_truth._evaluator  (tests\verification\test_constitutional_truth.py:328)


test_constitutional_truth.test_instantiation  (tests\verification\test_constitutional_truth.py:331)


test_constitutional_truth.test_evaluate_returns_object  (tests\verification\test_constitutional_truth.py:334)


test_constitutional_truth.test_evaluate_result_has_proof_hash  (tests\verification\test_constitutional_truth.py:340)


test_constitutional_truth.test_evaluate_result_has_score  (tests\verification\test_constitutional_truth.py:346)


test_constitutional_truth.test_evaluation_count_increments  (tests\verification\test_constitutional_truth.py:352)


test_constitutional_truth.test_average_score_in_range  (tests\verification\test_constitutional_truth.py:358)


test_constitutional_truth.test_evaluate_with_context  (tests\verification\test_constitutional_truth.py:364)


test_constitutional_truth._constitution  (tests\verification\test_constitutional_truth.py:375)


test_constitutional_truth.test_instantiation  (tests\verification\test_constitutional_truth.py:378)


test_constitutional_truth.test_principles_is_list  (tests\verification\test_constitutional_truth.py:381)


test_constitutional_truth.test_principles_list_nonempty  (tests\verification\test_constitutional_truth.py:385)


test_constitutional_truth.test_to_dict_has_principles_key  (tests\verification\test_constitutional_truth.py:389)


test_constitutional_truth.test_as_prompt_preamble_is_nonempty_string  (tests\verification\test_constitutional_truth.py:394)


test_constitutional_truth.test_get_principles_by_category_returns_list  (tests\verification\test_constitutional_truth.py:400)


test_constitutional_truth.my_check  (tests\verification\test_constitutional_truth.py:246)


test_constitutional_truth.strict_check  (tests\verification\test_constitutional_truth.py:257)


test_constrained_consensus.TestConstrainedVocab  (tests\verification\test_constrained_consensus.py:25)


test_constrained_consensus.TestMcqVocab  (tests\verification\test_constrained_consensus.py:57)


test_constrained_consensus.TestIcd10Vocab  (tests\verification\test_constrained_consensus.py:76)


test_constrained_consensus.TestCobolPicVocab  (tests\verification\test_constrained_consensus.py:98)


test_constrained_consensus.TestConstrainedBFTConsensus  (tests\verification\test_constrained_consensus.py:114)


test_constrained_consensus.TestCobolConstrainedVerification  (tests\verification\test_constrained_consensus.py:190)


test_constrained_consensus.test_exact_match  (tests\verification\test_constrained_consensus.py:26)


test_constrained_consensus.test_case_insensitive  (tests\verification\test_constrained_consensus.py:31)


test_constrained_consensus.test_unknown_returns_none  (tests\verification\test_constrained_consensus.py:36)


test_constrained_consensus.test_alias_resolution  (tests\verification\test_constrained_consensus.py:41)


test_constrained_consensus.test_empty_tokens  (tests\verification\test_constrained_consensus.py:48)


test_constrained_consensus.test_basic_abcd  (tests\verification\test_constrained_consensus.py:58)


test_constrained_consensus.test_invalid_option  (tests\verification\test_constrained_consensus.py:63)


test_constrained_consensus.test_name_is_mcq  (tests\verification\test_constrained_consensus.py:67)


test_constrained_consensus.test_exact_code  (tests\verification\test_constrained_consensus.py:79)


test_constrained_consensus.test_no_dot_alias  (tests\verification\test_constrained_consensus.py:83)


test_constrained_consensus.test_unknown_code  (tests\verification\test_constrained_consensus.py:89)


test_constrained_consensus.test_numeric_pic  (tests\verification\test_constrained_consensus.py:99)


test_constrained_consensus.test_alpha_pic  (tests\verification\test_constrained_consensus.py:105)


test_constrained_consensus.test_unanimous_agreement  (tests\verification\test_constrained_consensus.py:117)


test_constrained_consensus.test_majority_agreement  (tests\verification\test_constrained_consensus.py:124)


test_constrained_consensus.test_no_consensus_three_way_split  (tests\verification\test_constrained_consensus.py:131)


test_constrained_consensus.test_invalid_providers_excluded  (tests\verification\test_constrained_consensus.py:136)


test_constrained_consensus.test_all_invalid_returns_halt  (tests\verification\test_constrained_consensus.py:144)


test_constrained_consensus.test_vote_counts_populated  (tests\verification\test_constrained_consensus.py:151)


test_constrained_consensus.test_vocab_name_propagated  (tests\verification\test_constrained_consensus.py:158)


test_constrained_consensus.test_provider_tokens_recorded  (tests\verification\test_constrained_consensus.py:163)


test_constrained_consensus.test_single_provider_no_consensus  (tests\verification\test_constrained_consensus.py:169)