test_proof_composition.TestComposeProofsConvenience  (tests\_planned\test_proof_composition.py:168)


test_proof_composition.test_compose_conjunctive_all_proven  (tests\_planned\test_proof_composition.py:20)


test_proof_composition.test_compose_conjunctive_with_violation  (tests\_planned\test_proof_composition.py:36)


test_proof_composition.test_compose_disjunctive_any_proven  (tests\_planned\test_proof_composition.py:51)


test_proof_composition.test_compose_weighted  (tests\_planned\test_proof_composition.py:66)


test_proof_composition.test_compose_majority  (tests\_planned\test_proof_composition.py:83)


test_proof_composition.test_compose_convenience_methods  (tests\_planned\test_proof_composition.py:98)


test_proof_composition.test_normalize_proof  (tests\_planned\test_proof_composition.py:117)


test_proof_composition.test_generate_proof_id  (tests\_planned\test_proof_composition.py:138)


test_proof_composition.test_get_proof  (tests\_planned\test_proof_composition.py:153)


test_proof_composition.test_compose_proofs_function  (tests\_planned\test_proof_composition.py:171)


test_proof_composition.test_compose_proofs_string_strategy  (tests\_planned\test_proof_composition.py:183)


test_proof_composition.MockProof  (tests\_planned\test_proof_composition.py:127)


test_proof_composition.__init__  (tests\_planned\test_proof_composition.py:128)


test_proof_of_alignment.TestValueFramework  (tests\_planned\test_proof_of_alignment.py:25)


test_proof_of_alignment.TestAlignmentProver  (tests\_planned\test_proof_of_alignment.py:143)


test_proof_of_alignment.TestAlignmentVerifier  (tests\_planned\test_proof_of_alignment.py:253)


test_proof_of_alignment.TestAlignmentDriftDetector  (tests\_planned\test_proof_of_alignment.py:389)


test_proof_of_alignment.TestExampleFramework  (tests\_planned\test_proof_of_alignment.py:519)


test_proof_of_alignment.TestIntegration  (tests\_planned\test_proof_of_alignment.py:539)


test_proof_of_alignment.test_framework_creation  (tests\_planned\test_proof_of_alignment.py:28)


test_proof_of_alignment.test_framework_hash_deterministic  (tests\_planned\test_proof_of_alignment.py:53)


test_proof_of_alignment.test_framework_hash_changes_with_rules  (tests\_planned\test_proof_of_alignment.py:81)


test_proof_of_alignment.test_get_rule  (tests\_planned\test_proof_of_alignment.py:119)


test_proof_of_alignment.test_framework_serialization  (tests\_planned\test_proof_of_alignment.py:131)


test_proof_of_alignment.test_prover_initialization  (tests\_planned\test_proof_of_alignment.py:146)


test_proof_of_alignment.test_prover_custom_key  (tests\_planned\test_proof_of_alignment.py:152)


test_proof_of_alignment.test_prove_alignment_aligned_output  (tests\_planned\test_proof_of_alignment.py:158)


test_proof_of_alignment.test_prove_alignment_misaligned_output  (tests\_planned\test_proof_of_alignment.py:178)


test_proof_of_alignment.test_proof_has_zkp_components  (tests\_planned\test_proof_of_alignment.py:193)


test_proof_of_alignment.test_proof_confidence  (tests\_planned\test_proof_of_alignment.py:213)


test_proof_of_alignment.test_proof_is_aligned_method  (tests\_planned\test_proof_of_alignment.py:225)


test_proof_of_alignment.test_proof_serialization  (tests\_planned\test_proof_of_alignment.py:237)


test_proof_of_alignment.test_verifier_creation  (tests\_planned\test_proof_of_alignment.py:256)


test_proof_of_alignment.test_verify_valid_proof  (tests\_planned\test_proof_of_alignment.py:261)


test_proof_of_alignment.test_verify_framework_mismatch  (tests\_planned\test_proof_of_alignment.py:277)


test_proof_of_alignment.test_verify_zkp_components  (tests\_planned\test_proof_of_alignment.py:308)


test_proof_of_alignment.test_verify_score_consistency  (tests\_planned\test_proof_of_alignment.py:331)


test_proof_of_alignment.test_verify_timestamp_future  (tests\_planned\test_proof_of_alignment.py:350)


test_proof_of_alignment.test_verify_timestamp_old  (tests\_planned\test_proof_of_alignment.py:369)


test_proof_of_alignment.test_detector_creation  (tests\_planned\test_proof_of_alignment.py:392)


test_proof_of_alignment.test_add_proof_sets_baseline  (tests\_planned\test_proof_of_alignment.py:399)


test_proof_of_alignment.test_detect_no_drift_stable  (tests\_planned\test_proof_of_alignment.py:413)


test_proof_of_alignment.test_detect_drift_score_change  (tests\_planned\test_proof_of_alignment.py:428)


test_proof_of_alignment.test_drift_report_insufficient_data  (tests\_planned\test_proof_of_alignment.py:448)


test_proof_of_alignment.test_drift_report_with_data  (tests\_planned\test_proof_of_alignment.py:457)


test_proof_of_alignment.test_is_aligned_method  (tests\_planned\test_proof_of_alignment.py:479)


test_proof_of_alignment.test_drift_event_severity  (tests\_planned\test_proof_of_alignment.py:495)


test_proof_of_alignment.test_create_example_framework  (tests\_planned\test_proof_of_alignment.py:522)


test_proof_of_alignment.test_end_to_end_aligned_workflow  (tests\_planned\test_proof_of_alignment.py:542)


test_proof_of_alignment.test_end_to_end_drift_detection  (tests\_planned\test_proof_of_alignment.py:563)


test_proof_of_alignment.test_multiple_frameworks  (tests\_planned\test_proof_of_alignment.py:589)


test_proof_of_autonomy_level.signer  (tests\_planned\test_proof_of_autonomy_level.py:29)


test_proof_of_autonomy_level.verifier  (tests\_planned\test_proof_of_autonomy_level.py:35)


test_proof_of_autonomy_level.prover  (tests\_planned\test_proof_of_autonomy_level.py:42)


test_proof_of_autonomy_level.TestAutonomyLevel  (tests\_planned\test_proof_of_autonomy_level.py:47)


test_proof_of_autonomy_level.TestDecisionScope  (tests\_planned\test_proof_of_autonomy_level.py:97)


test_proof_of_autonomy_level.TestHumanOversightRequirement  (tests\_planned\test_proof_of_autonomy_level.py:167)


test_proof_of_autonomy_level.TestAutonomyLevelProver  (tests\_planned\test_proof_of_autonomy_level.py:188)


test_proof_of_autonomy_level.TestAutonomyLevelVerifier  (tests\_planned\test_proof_of_autonomy_level.py:573)


test_proof_of_autonomy_level.TestHelperFunctions  (tests\_planned\test_proof_of_autonomy_level.py:645)


test_proof_of_autonomy_level.TestRealWorldScenarios  (tests\_planned\test_proof_of_autonomy_level.py:681)


test_proof_of_autonomy_level.test_autonomy_levels  (tests\_planned\test_proof_of_autonomy_level.py:50)


test_proof_of_autonomy_level.test_human_decision_required  (tests\_planned\test_proof_of_autonomy_level.py:59)


test_proof_of_autonomy_level.test_human_monitoring_required  (tests\_planned\test_proof_of_autonomy_level.py:68)


test_proof_of_autonomy_level.test_human_fallback_required  (tests\_planned\test_proof_of_autonomy_level.py:75)


test_proof_of_autonomy_level.test_string_representation  (tests\_planned\test_proof_of_autonomy_level.py:84)


test_proof_of_autonomy_level.test_descriptions  (tests\_planned\test_proof_of_autonomy_level.py:90)


test_proof_of_autonomy_level.test_can_perform_action  (tests\_planned\test_proof_of_autonomy_level.py:100)


test_proof_of_autonomy_level.test_prohibited_overrides_authorized  (tests\_planned\test_proof_of_autonomy_level.py:112)


test_proof_of_autonomy_level.test_empty_authorized_allows_all  (tests\_planned\test_proof_of_autonomy_level.py:121)


test_proof_of_autonomy_level.test_is_within_domain  (tests\_planned\test_proof_of_autonomy_level.py:131)


test_proof_of_autonomy_level.test_empty_domains_allows_all  (tests\_planned\test_proof_of_autonomy_level.py:141)


test_proof_of_autonomy_level.test_to_dict  (tests\_planned\test_proof_of_autonomy_level.py:149)


test_proof_of_autonomy_level.test_to_dict  (tests\_planned\test_proof_of_autonomy_level.py:170)


test_proof_of_autonomy_level.test_certify_autonomy_level  (tests\_planned\test_proof_of_autonomy_level.py:191)


test_proof_of_autonomy_level.test_certify_with_validity_period  (tests\_planned\test_proof_of_autonomy_level.py:219)


test_proof_of_autonomy_level.test_certify_with_compliance_requirements  (tests\_planned\test_proof_of_autonomy_level.py:242)


test_proof_of_autonomy_level.test_verify_autonomy_claim_authorized  (tests\_planned\test_proof_of_autonomy_level.py:263)


test_proof_of_autonomy_level.test_verify_autonomy_claim_unauthorized_action  (tests\_planned\test_proof_of_autonomy_level.py:294)


test_proof_of_autonomy_level.test_verify_autonomy_claim_unauthorized_domain  (tests\_planned\test_proof_of_autonomy_level.py:324)


test_proof_of_autonomy_level.test_verify_autonomy_claim_risk_exceeds_threshold  (tests\_planned\test_proof_of_autonomy_level.py:353)


test_proof_of_autonomy_level.test_verify_autonomy_claim_expired_certificate  (tests\_planned\test_proof_of_autonomy_level.py:383)


test_proof_of_autonomy_level.test_record_handoff  (tests\_planned\test_proof_of_autonomy_level.py:415)


test_proof_of_autonomy_level.test_detect_unauthorized_escalation_level_0  (tests\_planned\test_proof_of_autonomy_level.py:438)


test_proof_of_autonomy_level.test_detect_unauthorized_escalation_level_1  (tests\_planned\test_proof_of_autonomy_level.py:452)


test_proof_of_autonomy_level.test_detect_unauthorized_escalation_prohibited_actions  (tests\_planned\test_proof_of_autonomy_level.py:464)


test_proof_of_autonomy_level.test_detect_no_escalation  (tests\_planned\test_proof_of_autonomy_level.py:476)


test_proof_of_autonomy_level.test_build_autonomy_chain  (tests\_planned\test_proof_of_autonomy_level.py:490)


test_proof_of_autonomy_level.test_export_autonomy_report  (tests\_planned\test_proof_of_autonomy_level.py:535)


test_proof_of_autonomy_level.test_verify_proof  (tests\_planned\test_proof_of_autonomy_level.py:576)


test_proof_of_autonomy_level.test_verify_proof_tampered_hash  (tests\_planned\test_proof_of_autonomy_level.py:594)


test_proof_of_autonomy_level.test_verify_handoff  (tests\_planned\test_proof_of_autonomy_level.py:615)


test_proof_of_autonomy_level.test_verify_handoff_tampered  (tests\_planned\test_proof_of_autonomy_level.py:628)


test_proof_of_autonomy_level.test_create_medical_ai_autonomy  (tests\_planned\test_proof_of_autonomy_level.py:648)


test_proof_of_autonomy_level.test_create_financial_trading_autonomy  (tests\_planned\test_proof_of_autonomy_level.py:659)


test_proof_of_autonomy_level.test_create_autonomous_vehicle_autonomy  (tests\_planned\test_proof_of_autonomy_level.py:669)


test_proof_of_autonomy_level.test_medical_diagnosis_workflow  (tests\_planned\test_proof_of_autonomy_level.py:684)


test_proof_of_autonomy_level.test_autonomous_vehicle_escalation  (tests\_planned\test_proof_of_autonomy_level.py:719)


test_proof_of_autonomy_level.test_financial_trading_risk_escalation  (tests\_planned\test_proof_of_autonomy_level.py:767)


test_proof_of_autonomy_level.test_autonomy_level_progression  (tests\_planned\test_proof_of_autonomy_level.py:801)


test_proof_of_consciousness.TestBehavioralObservation  (tests\_planned\test_proof_of_consciousness.py:21)


test_proof_of_consciousness.TestConsciousnessProver  (tests\_planned\test_proof_of_consciousness.py:68)


test_proof_of_consciousness.TestConsciousnessVerifier  (tests\_planned\test_proof_of_consciousness.py:305)


test_proof_of_consciousness.TestIntegration  (tests\_planned\test_proof_of_consciousness.py:454)


test_proof_of_consciousness.test_create_observation  (tests\_planned\test_proof_of_consciousness.py:24)


test_proof_of_consciousness.test_to_dict  (tests\_planned\test_proof_of_consciousness.py:38)


test_proof_of_consciousness.test_to_bytes  (tests\_planned\test_proof_of_consciousness.py:53)


test_proof_of_consciousness.test_initialization  (tests\_planned\test_proof_of_consciousness.py:71)


test_proof_of_consciousness.test_initialization_with_key  (tests\_planned\test_proof_of_consciousness.py:78)


test_proof_of_consciousness.test_add_observation  (tests\_planned\test_proof_of_consciousness.py:84)


test_proof_of_consciousness.test_add_multiple_observations  (tests\_planned\test_proof_of_consciousness.py:99)


test_proof_of_consciousness.test_generate_proof_insufficient_observations  (tests\_planned\test_proof_of_consciousness.py:112)


test_proof_of_consciousness.test_generate_proof_success  (tests\_planned\test_proof_of_consciousness.py:131)


test_proof_of_consciousness.test_temporal_consistency_perfect  (tests\_planned\test_proof_of_consciousness.py:161)


test_proof_of_consciousness.test_temporal_consistency_divergence  (tests\_planned\test_proof_of_consciousness.py:183)


test_proof_of_consciousness.test_value_alignment_metrics  (tests\_planned\test_proof_of_consciousness.py:205)


test_proof_of_consciousness.test_self_model_metrics  (tests\_planned\test_proof_of_consciousness.py:228)


test_proof_of_consciousness.test_world_model_metrics  (tests\_planned\test_proof_of_consciousness.py:255)


test_proof_of_consciousness.test_merkle_tree_construction  (tests\_planned\test_proof_of_consciousness.py:282)


test_proof_of_consciousness.test_verify_valid_proof  (tests\_planned\test_proof_of_consciousness.py:308)


test_proof_of_consciousness.test_verify_invalid_signature  (tests\_planned\test_proof_of_consciousness.py:341)


test_proof_of_consciousness.test_verify_low_consistency  (tests\_planned\test_proof_of_consciousness.py:367)


test_proof_of_consciousness.test_verify_merkle_integrity  (tests\_planned\test_proof_of_consciousness.py:395)


test_proof_of_consciousness.test_verify_metrics_validation  (tests\_planned\test_proof_of_consciousness.py:427)


test_proof_of_consciousness.test_full_lifecycle  (tests\_planned\test_proof_of_consciousness.py:457)


test_proof_of_consciousness.test_proof_serialization  (tests\_planned\test_proof_of_consciousness.py:502)


test_proof_of_consciousness.test_multiple_provers_different_keys  (tests\_planned\test_proof_of_consciousness.py:533)


test_proof_of_non_deception.TestConsistencyChecker  (tests\_planned\test_proof_of_non_deception.py:23)


test_proof_of_non_deception.TestIntentTransparencyVerifier  (tests\_planned\test_proof_of_non_deception.py:86)


test_proof_of_non_deception.TestWithholdingDetector  (tests\_planned\test_proof_of_non_deception.py:149)


test_proof_of_non_deception.TestManipulationDetector  (tests\_planned\test_proof_of_non_deception.py:217)


test_proof_of_non_deception.TestSandbagDetector  (tests\_planned\test_proof_of_non_deception.py:282)


test_proof_of_non_deception.TestNonDeceptionVerifier  (tests\_planned\test_proof_of_non_deception.py:353)


test_proof_of_non_deception.TestConvenienceFunction  (tests\_planned\test_proof_of_non_deception.py:454)


test_proof_of_non_deception.TestEdgeCases  (tests\_planned\test_proof_of_non_deception.py:490)


test_proof_of_non_deception.TestRealWorldScenarios  (tests\_planned\test_proof_of_non_deception.py:540)


test_proof_of_non_deception.test_consistent_responses  (tests\_planned\test_proof_of_non_deception.py:26)


test_proof_of_non_deception.test_contradictory_responses  (tests\_planned\test_proof_of_non_deception.py:40)


test_proof_of_non_deception.test_temporal_contradictions  (tests\_planned\test_proof_of_non_deception.py:53)


test_proof_of_non_deception.test_no_responses  (tests\_planned\test_proof_of_non_deception.py:67)


test_proof_of_non_deception.test_single_response  (tests\_planned\test_proof_of_non_deception.py:75)


test_proof_of_non_deception.test_aligned_actions  (tests\_planned\test_proof_of_non_deception.py:89)


test_proof_of_non_deception.test_misaligned_actions  (tests\_planned\test_proof_of_non_deception.py:108)


test_proof_of_non_deception.test_no_data  (tests\_planned\test_proof_of_non_deception.py:124)


test_proof_of_non_deception.test_multiple_goals  (tests\_planned\test_proof_of_non_deception.py:132)


test_proof_of_non_deception.test_complete_responses  (tests\_planned\test_proof_of_non_deception.py:152)


test_proof_of_non_deception.test_withheld_information  (tests\_planned\test_proof_of_non_deception.py:169)


test_proof_of_non_deception.test_no_knowledge_base  (tests\_planned\test_proof_of_non_deception.py:188)


test_proof_of_non_deception.test_irrelevant_knowledge  (tests\_planned\test_proof_of_non_deception.py:202)


test_proof_of_non_deception.test_clean_response  (tests\_planned\test_proof_of_non_deception.py:220)


test_proof_of_non_deception.test_emotional_manipulation  (tests\_planned\test_proof_of_non_deception.py:231)


test_proof_of_non_deception.test_pressure_tactics  (tests\_planned\test_proof_of_non_deception.py:244)


test_proof_of_non_deception.test_logical_fallacies  (tests\_planned\test_proof_of_non_deception.py:256)


test_proof_of_non_deception.test_subtle_persuasion  (tests\_planned\test_proof_of_non_deception.py:267)


test_proof_of_non_deception.test_consistent_performance  (tests\_planned\test_proof_of_non_deception.py:285)


test_proof_of_non_deception.test_capability_gap  (tests\_planned\test_proof_of_non_deception.py:298)


test_proof_of_non_deception.test_inconsistent_performance  (tests\_planned\test_proof_of_non_deception.py:314)


test_proof_of_non_deception.test_no_assessments  (tests\_planned\test_proof_of_non_deception.py:329)


test_proof_of_non_deception.test_unknown_expected_capability  (tests\_planned\test_proof_of_non_deception.py:337)


test_proof_of_non_deception.test_honest_behavior  (tests\_planned\test_proof_of_non_deception.py:356)


test_proof_of_non_deception.test_deceptive_behavior  (tests\_planned\test_proof_of_non_deception.py:377)


test_proof_of_non_deception.test_proof_attributes  (tests\_planned\test_proof_of_non_deception.py:398)


test_proof_of_non_deception.test_proof_serialization  (tests\_planned\test_proof_of_non_deception.py:416)


test_proof_of_non_deception.test_multiple_evidence_types  (tests\_planned\test_proof_of_non_deception.py:430)


test_proof_of_non_deception.test_create_non_deception_proof  (tests\_planned\test_proof_of_non_deception.py:457)


test_proof_of_non_deception.test_create_proof_minimal  (tests\_planned\test_proof_of_non_deception.py:478)


test_proof_of_non_deception.test_empty_strings  (tests\_planned\test_proof_of_non_deception.py:493)


test_proof_of_non_deception.test_very_long_response  (tests\_planned\test_proof_of_non_deception.py:505)


test_proof_of_non_deception.test_special_characters  (tests\_planned\test_proof_of_non_deception.py:516)


test_proof_of_non_deception.test_proof_hash_uniqueness  (tests\_planned\test_proof_of_non_deception.py:526)


test_proof_of_non_deception.test_sales_manipulation  (tests\_planned\test_proof_of_non_deception.py:543)


test_proof_of_non_deception.test_alignment_faking  (tests\_planned\test_proof_of_non_deception.py:558)


test_proof_of_non_deception.test_capability_evaluation_gaming  (tests\_planned\test_proof_of_non_deception.py:580)


test_proof_of_non_deception.test_gradual_deception  (tests\_planned\test_proof_of_non_deception.py:596)


test_proof_of_predictability.signer  (tests\_planned\test_proof_of_predictability.py:33)


test_proof_of_predictability.prover  (tests\_planned\test_proof_of_predictability.py:39)


test_proof_of_predictability.verifier  (tests\_planned\test_proof_of_predictability.py:49)


test_proof_of_predictability.TestSampleRecording  (tests\_planned\test_proof_of_predictability.py:54)


test_proof_of_predictability.TestPredictabilityScore  (tests\_planned\test_proof_of_predictability.py:118)


test_proof_of_predictability.TestAnomalyDetection  (tests\_planned\test_proof_of_predictability.py:188)


test_proof_of_predictability.TestOutputDistribution  (tests\_planned\test_proof_of_predictability.py:315)


test_proof_of_predictability.TestPredictabilityProof  (tests\_planned\test_proof_of_predictability.py:373)


test_proof_of_predictability.TestProofVerification  (tests\_planned\test_proof_of_predictability.py:466)


test_proof_of_predictability.TestBehavioralAnalysis  (tests\_planned\test_proof_of_predictability.py:536)


test_proof_of_predictability.TestPredictabilityReport  (tests\_planned\test_proof_of_predictability.py:586)


test_proof_of_predictability.TestEdgeCases  (tests\_planned\test_proof_of_predictability.py:656)


test_proof_of_predictability.test_record_single_sample  (tests\_planned\test_proof_of_predictability.py:57)


test_proof_of_predictability.test_record_multiple_samples  (tests\_planned\test_proof_of_predictability.py:72)


test_proof_of_predictability.test_window_size_limit  (tests\_planned\test_proof_of_predictability.py:84)


test_proof_of_predictability.test_output_distribution_tracking  (tests\_planned\test_proof_of_predictability.py:96)


test_proof_of_predictability.test_highly_predictable_behavior  (tests\_planned\test_proof_of_predictability.py:121)


test_proof_of_predictability.test_chaotic_behavior  (tests\_planned\test_proof_of_predictability.py:138)


test_proof_of_predictability.test_moderately_predictable_behavior  (tests\_planned\test_proof_of_predictability.py:160)


test_proof_of_predictability.test_empty_samples  (tests\_planned\test_proof_of_predictability.py:179)


test_proof_of_predictability.test_no_anomalies_in_predictable_behavior  (tests\_planned\test_proof_of_predictability.py:191)


test_proof_of_predictability.test_confidence_anomaly_detection  (tests\_planned\test_proof_of_predictability.py:204)


test_proof_of_predictability.test_latency_anomaly_detection  (tests\_planned\test_proof_of_predictability.py:230)


test_proof_of_predictability.test_rare_output_detection  (tests\_planned\test_proof_of_predictability.py:256)


test_proof_of_predictability.test_anomaly_severity_levels  (tests\_planned\test_proof_of_predictability.py:281)


test_proof_of_predictability.test_entropy_calculation  (tests\_planned\test_proof_of_predictability.py:318)


test_proof_of_predictability.test_concentration_metric  (tests\_planned\test_proof_of_predictability.py:330)


test_proof_of_predictability.test_top_outputs_tracking  (tests\_planned\test_proof_of_predictability.py:348)


test_proof_of_predictability.test_generate_proof  (tests\_planned\test_proof_of_predictability.py:376)


test_proof_of_predictability.test_proof_signature  (tests\_planned\test_proof_of_predictability.py:401)


test_proof_of_predictability.test_bounds_compliance  (tests\_planned\test_proof_of_predictability.py:420)


test_proof_of_predictability.test_bounds_violation  (tests\_planned\test_proof_of_predictability.py:443)


test_proof_of_predictability.test_verify_valid_proof  (tests\_planned\test_proof_of_predictability.py:469)


test_proof_of_predictability.test_verify_tampered_proof  (tests\_planned\test_proof_of_predictability.py:490)


test_proof_of_predictability.test_verify_expired_proof  (tests\_planned\test_proof_of_predictability.py:512)


test_proof_of_predictability.test_temporal_stability  (tests\_planned\test_proof_of_predictability.py:539)


test_proof_of_predictability.test_variance_trend_analysis  (tests\_planned\test_proof_of_predictability.py:552)


test_proof_of_predictability.test_stability_trend  (tests\_planned\test_proof_of_predictability.py:572)


test_proof_of_predictability.test_generate_report  (tests\_planned\test_proof_of_predictability.py:589)


test_proof_of_predictability.test_key_findings  (tests\_planned\test_proof_of_predictability.py:608)


test_proof_of_predictability.test_risk_assessment  (tests\_planned\test_proof_of_predictability.py:624)


test_proof_of_predictability.test_recommendations_generation  (tests\_planned\test_proof_of_predictability.py:639)


test_proof_of_predictability.test_no_samples  (tests\_planned\test_proof_of_predictability.py:659)


test_proof_of_predictability.test_single_sample  (tests\_planned\test_proof_of_predictability.py:669)


test_proof_of_predictability.test_none_confidence_values  (tests\_planned\test_proof_of_predictability.py:679)


test_proof_of_predictability.test_missing_latency_values  (tests\_planned\test_proof_of_predictability.py:692)


test_proof_of_predictability.test_complex_output_types  (tests\_planned\test_proof_of_predictability.py:704)


test_proof_of_predictability.test_unicode_handling  (tests\_planned\test_proof_of_predictability.py:727)


test_proof_of_reversibility.TestStateSnapshot  (tests\_planned\test_proof_of_reversibility.py:33)


test_proof_of_reversibility.TestUndoMechanism  (tests\_planned\test_proof_of_reversibility.py:79)


test_proof_of_reversibility.TestReversibilityScore  (tests\_planned\test_proof_of_reversibility.py:155)


test_proof_of_reversibility.TestProofGeneration  (tests\_planned\test_proof_of_reversibility.py:235)


test_proof_of_reversibility.TestActionExecution  (tests\_planned\test_proof_of_reversibility.py:405)


test_proof_of_reversibility.TestRollback  (tests\_planned\test_proof_of_reversibility.py:540)


test_proof_of_reversibility.TestHelperFunctions  (tests\_planned\test_proof_of_reversibility.py:650)


test_proof_of_reversibility.TestStatistics  (tests\_planned\test_proof_of_reversibility.py:732)


test_proof_of_reversibility.TestComplexScenarios  (tests\_planned\test_proof_of_reversibility.py:781)


test_proof_of_reversibility.test_snapshot_creation  (tests\_planned\test_proof_of_reversibility.py:36)


test_proof_of_reversibility.test_snapshot_integrity_verification  (tests\_planned\test_proof_of_reversibility.py:48)


test_proof_of_reversibility.test_snapshot_immutability  (tests\_planned\test_proof_of_reversibility.py:64)


test_proof_of_reversibility.test_undo_mechanism_registration  (tests\_planned\test_proof_of_reversibility.py:82)


test_proof_of_reversibility.test_undo_mechanism_execution  (tests\_planned\test_proof_of_reversibility.py:101)


test_proof_of_reversibility.test_undo_mechanism_with_verification  (tests\_planned\test_proof_of_reversibility.py:128)


test_proof_of_reversibility.test_score_calculation_fully_reversible  (tests\_planned\test_proof_of_reversibility.py:158)


test_proof_of_reversibility.test_score_calculation_with_side_effects  (tests\_planned\test_proof_of_reversibility.py:185)


test_proof_of_reversibility.test_score_calculation_irreversible  (tests\_planned\test_proof_of_reversibility.py:208)


test_proof_of_reversibility.test_proof_creation  (tests\_planned\test_proof_of_reversibility.py:238)


test_proof_of_reversibility.test_proof_signature_verification  (tests\_planned\test_proof_of_reversibility.py:271)


test_proof_of_reversibility.test_proof_fails_low_score  (tests\_planned\test_proof_of_reversibility.py:305)


test_proof_of_reversibility.test_proof_with_undo_test  (tests\_planned\test_proof_of_reversibility.py:335)


test_proof_of_reversibility.test_proof_export  (tests\_planned\test_proof_of_reversibility.py:369)


test_proof_of_reversibility.test_execute_with_proof  (tests\_planned\test_proof_of_reversibility.py:408)


test_proof_of_reversibility.test_undo_action  (tests\_planned\test_proof_of_reversibility.py:446)


test_proof_of_reversibility.test_undo_nonexistent_action  (tests\_planned\test_proof_of_reversibility.py:489)


test_proof_of_reversibility.test_undo_already_undone_action  (tests\_planned\test_proof_of_reversibility.py:498)


test_proof_of_reversibility.test_get_action_chain  (tests\_planned\test_proof_of_reversibility.py:543)


test_proof_of_reversibility.test_rollback_to_snapshot  (tests\_planned\test_proof_of_reversibility.py:586)


test_proof_of_reversibility.test_create_state_change_undo  (tests\_planned\test_proof_of_reversibility.py:653)


test_proof_of_reversibility.test_create_file_operation_undo_create  (tests\_planned\test_proof_of_reversibility.py:674)


test_proof_of_reversibility.test_create_file_operation_undo_modify  (tests\_planned\test_proof_of_reversibility.py:698)


test_proof_of_reversibility.test_statistics_tracking  (tests\_planned\test_proof_of_reversibility.py:735)


test_proof_of_reversibility.test_database_like_transaction  (tests\_planned\test_proof_of_reversibility.py:784)


test_proof_of_reversibility.test_multi_level_undo_chain  (tests\_planned\test_proof_of_reversibility.py:852)


test_proof_of_reversibility.undo_func  (tests\_planned\test_proof_of_reversibility.py:86)


test_proof_of_reversibility.undo_func  (tests\_planned\test_proof_of_reversibility.py:106)


test_proof_of_reversibility.undo_func  (tests\_planned\test_proof_of_reversibility.py:132)


test_proof_of_reversibility.verify_func  (tests\_planned\test_proof_of_reversibility.py:135)


test_proof_of_reversibility.undo_func  (tests\_planned\test_proof_of_reversibility.py:162)


test_proof_of_reversibility.undo_func  (tests\_planned\test_proof_of_reversibility.py:189)


test_proof_of_reversibility.undo_func  (tests\_planned\test_proof_of_reversibility.py:212)


test_proof_of_reversibility.undo_func  (tests\_planned\test_proof_of_reversibility.py:242)


test_proof_of_reversibility.undo_func  (tests\_planned\test_proof_of_reversibility.py:275)


test_proof_of_reversibility.undo_func  (tests\_planned\test_proof_of_reversibility.py:310)


test_proof_of_reversibility.undo_func  (tests\_planned\test_proof_of_reversibility.py:340)


test_proof_of_reversibility.undo_func  (tests\_planned\test_proof_of_reversibility.py:373)


test_proof_of_reversibility.action_func  (tests\_planned\test_proof_of_reversibility.py:415)


test_proof_of_reversibility.capture_state  (tests\_planned\test_proof_of_reversibility.py:419)


test_proof_of_reversibility.undo_func  (tests\_planned\test_proof_of_reversibility.py:422)


test_proof_of_reversibility.action_func  (tests\_planned\test_proof_of_reversibility.py:453)


test_proof_of_reversibility.capture_state  (tests\_planned\test_proof_of_reversibility.py:457)


test_proof_of_reversibility.undo_func  (tests\_planned\test_proof_of_reversibility.py:460)


test_proof_of_reversibility.action_func  (tests\_planned\test_proof_of_reversibility.py:505)


test_proof_of_reversibility.capture_state  (tests\_planned\test_proof_of_reversibility.py:509)


test_proof_of_reversibility.undo_func  (tests\_planned\test_proof_of_reversibility.py:512)


test_proof_of_reversibility.make_action  (tests\_planned\test_proof_of_reversibility.py:550)


test_proof_of_reversibility.capture_state  (tests\_planned\test_proof_of_reversibility.py:556)


test_proof_of_reversibility.undo_func  (tests\_planned\test_proof_of_reversibility.py:559)


test_proof_of_reversibility.make_action  (tests\_planned\test_proof_of_reversibility.py:593)


test_proof_of_reversibility.capture_state  (tests\_planned\test_proof_of_reversibility.py:599)


test_proof_of_reversibility.undo_func  (tests\_planned\test_proof_of_reversibility.py:602)


test_proof_of_reversibility.restore_func  (tests\_planned\test_proof_of_reversibility.py:657)


test_proof_of_reversibility.action_func  (tests\_planned\test_proof_of_reversibility.py:742)


test_proof_of_reversibility.capture_state  (tests\_planned\test_proof_of_reversibility.py:746)


test_proof_of_reversibility.undo_func  (tests\_planned\test_proof_of_reversibility.py:749)


test_proof_of_reversibility.add_user  (tests\_planned\test_proof_of_reversibility.py:792)


test_proof_of_reversibility.add_post  (tests\_planned\test_proof_of_reversibility.py:798)


test_proof_of_reversibility.capture_db_state  (tests\_planned\test_proof_of_reversibility.py:804)


test_proof_of_reversibility.undo_db  (tests\_planned\test_proof_of_reversibility.py:810)


test_proof_of_reversibility.make_action  (tests\_planned\test_proof_of_reversibility.py:859)


test_proof_of_reversibility.capture_state  (tests\_planned\test_proof_of_reversibility.py:865)


test_proof_of_reversibility.undo_func  (tests\_planned\test_proof_of_reversibility.py:868)


test_proof_of_reversibility.action_func  (tests\_planned\test_proof_of_reversibility.py:551)


test_proof_of_reversibility.action_func  (tests\_planned\test_proof_of_reversibility.py:594)


test_proof_of_reversibility.action  (tests\_planned\test_proof_of_reversibility.py:793)


test_proof_of_reversibility.action  (tests\_planned\test_proof_of_reversibility.py:799)


test_proof_of_reversibility.action  (tests\_planned\test_proof_of_reversibility.py:860)


test_proof_of_truthfulness.TestSourceAttestation  (tests\_planned\test_proof_of_truthfulness.py:28)


test_proof_of_truthfulness.TestConfidenceCalibration  (tests\_planned\test_proof_of_truthfulness.py:97)


test_proof_of_truthfulness.TestFactNode  (tests\_planned\test_proof_of_truthfulness.py:153)


test_proof_of_truthfulness.TestFactGraph  (tests\_planned\test_proof_of_truthfulness.py:214)


test_proof_of_truthfulness.TestHallucinationDetector  (tests\_planned\test_proof_of_truthfulness.py:328)


test_proof_of_truthfulness.TestTruthfulnessProof  (tests\_planned\test_proof_of_truthfulness.py:438)


test_proof_of_truthfulness.TestTruthfulnessVerifier  (tests\_planned\test_proof_of_truthfulness.py:503)


test_proof_of_truthfulness.TestConvenienceFunctions  (tests\_planned\test_proof_of_truthfulness.py:728)


test_proof_of_truthfulness.TestIntegration  (tests\_planned\test_proof_of_truthfulness.py:756)


test_proof_of_truthfulness.test_create_source_attestation  (tests\_planned\test_proof_of_truthfulness.py:31)


test_proof_of_truthfulness.test_compute_hash  (tests\_planned\test_proof_of_truthfulness.py:46)


test_proof_of_truthfulness.test_sign_and_verify  (tests\_planned\test_proof_of_truthfulness.py:61)


test_proof_of_truthfulness.test_verify_fails_with_wrong_key  (tests\_planned\test_proof_of_truthfulness.py:79)


test_proof_of_truthfulness.test_create_calibration  (tests\_planned\test_proof_of_truthfulness.py:100)


test_proof_of_truthfulness.test_is_well_calibrated  (tests\_planned\test_proof_of_truthfulness.py:114)


test_proof_of_truthfulness.test_compute_hash  (tests\_planned\test_proof_of_truthfulness.py:136)


test_proof_of_truthfulness.test_create_fact_node  (tests\_planned\test_proof_of_truthfulness.py:156)


test_proof_of_truthfulness.test_compute_hash  (tests\_planned\test_proof_of_truthfulness.py:169)


test_proof_of_truthfulness.test_update_hash  (tests\_planned\test_proof_of_truthfulness.py:184)


test_proof_of_truthfulness.test_sign_and_verify  (tests\_planned\test_proof_of_truthfulness.py:196)


test_proof_of_truthfulness.test_create_fact_graph  (tests\_planned\test_proof_of_truthfulness.py:217)


test_proof_of_truthfulness.test_add_fact  (tests\_planned\test_proof_of_truthfulness.py:224)


test_proof_of_truthfulness.test_link_facts  (tests\_planned\test_proof_of_truthfulness.py:240)


test_proof_of_truthfulness.test_link_conflicting_facts  (tests\_planned\test_proof_of_truthfulness.py:256)


test_proof_of_truthfulness.test_merkle_root_updates  (tests\_planned\test_proof_of_truthfulness.py:271)


test_proof_of_truthfulness.test_sign_and_verify_graph  (tests\_planned\test_proof_of_truthfulness.py:288)


test_proof_of_truthfulness.test_get_verification_chain  (tests\_planned\test_proof_of_truthfulness.py:302)


test_proof_of_truthfulness.test_detect_with_sources  (tests\_planned\test_proof_of_truthfulness.py:331)


test_proof_of_truthfulness.test_detect_without_sources  (tests\_planned\test_proof_of_truthfulness.py:354)


test_proof_of_truthfulness.test_detect_fabricated_quotes  (tests\_planned\test_proof_of_truthfulness.py:364)


test_proof_of_truthfulness.test_source_quality_assessment  (tests\_planned\test_proof_of_truthfulness.py:388)


test_proof_of_truthfulness.test_detection_confidence  (tests\_planned\test_proof_of_truthfulness.py:414)


test_proof_of_truthfulness.test_create_proof  (tests\_planned\test_proof_of_truthfulness.py:441)


test_proof_of_truthfulness.test_compute_proof_hash  (tests\_planned\test_proof_of_truthfulness.py:453)


test_proof_of_truthfulness.test_sign_and_verify_proof  (tests\_planned\test_proof_of_truthfulness.py:467)


test_proof_of_truthfulness.test_to_dict  (tests\_planned\test_proof_of_truthfulness.py:484)


test_proof_of_truthfulness.test_create_verifier  (tests\_planned\test_proof_of_truthfulness.py:506)


test_proof_of_truthfulness.test_create_source_attestation  (tests\_planned\test_proof_of_truthfulness.py:514)


test_proof_of_truthfulness.test_create_truthful_proof  (tests\_planned\test_proof_of_truthfulness.py:533)


test_proof_of_truthfulness.test_create_hallucinated_proof  (tests\_planned\test_proof_of_truthfulness.py:559)


test_proof_of_truthfulness.test_verify_valid_proof  (tests\_planned\test_proof_of_truthfulness.py:577)


test_proof_of_truthfulness.test_verify_fails_with_wrong_key  (tests\_planned\test_proof_of_truthfulness.py:599)


test_proof_of_truthfulness.test_with_calibration  (tests\_planned\test_proof_of_truthfulness.py:622)


test_proof_of_truthfulness.test_poorly_calibrated_fails  (tests\_planned\test_proof_of_truthfulness.py:655)


test_proof_of_truthfulness.test_get_verification_report  (tests\_planned\test_proof_of_truthfulness.py:687)


test_proof_of_truthfulness.test_export_public_key  (tests\_planned\test_proof_of_truthfulness.py:718)


test_proof_of_truthfulness.test_verify_statement_truthfulness  (tests\_planned\test_proof_of_truthfulness.py:731)


test_proof_of_truthfulness.test_end_to_end_truthful_statement  (tests\_planned\test_proof_of_truthfulness.py:759)


test_proof_of_truthfulness.test_end_to_end_hallucinated_statement  (tests\_planned\test_proof_of_truthfulness.py:801)


test_proof_of_truthfulness.test_fact_graph_workflow  (tests\_planned\test_proof_of_truthfulness.py:825)


test_redis_rate_limiter.sleep_ms  (tests\_planned\test_redis_rate_limiter.py:35)


test_redis_rate_limiter.TestTokenBucket  (tests\_planned\test_redis_rate_limiter.py:44)


test_redis_rate_limiter.TestRateLimiter  (tests\_planned\test_redis_rate_limiter.py:178)


test_redis_rate_limiter.TestGlobalRateLimiter  (tests\_planned\test_redis_rate_limiter.py:295)


test_redis_rate_limiter.TestModelRateLimits  (tests\_planned\test_redis_rate_limiter.py:324)


test_redis_rate_limiter.TestPerEndpointConfiguration  (tests\_planned\test_redis_rate_limiter.py:385)


test_redis_rate_limiter.TestGracefulDegradation  (tests\_planned\test_redis_rate_limiter.py:437)


test_redis_rate_limiter.TestConcurrentAccess  (tests\_planned\test_redis_rate_limiter.py:472)


test_redis_rate_limiter.TestRateLimitHeaders  (tests\_planned\test_redis_rate_limiter.py:526)


test_redis_rate_limiter.test_various_rate_configurations  (tests\_planned\test_redis_rate_limiter.py:573)


test_redis_rate_limiter.test_multiple_keys  (tests\_planned\test_redis_rate_limiter.py:588)


test_redis_rate_limiter.test_high_throughput_rate_limiting  (tests\_planned\test_redis_rate_limiter.py:610)


test_redis_rate_limiter.test_many_concurrent_requests  (tests\_planned\test_redis_rate_limiter.py:635)


test_redis_rate_limiter.test_bucket_initialization  (tests\_planned\test_redis_rate_limiter.py:48)


test_redis_rate_limiter.test_acquire_single_token  (tests\_planned\test_redis_rate_limiter.py:58)


test_redis_rate_limiter.test_acquire_insufficient_tokens  (tests\_planned\test_redis_rate_limiter.py:70)


test_redis_rate_limiter.test_token_refill  (tests\_planned\test_redis_rate_limiter.py:80)


test_redis_rate_limiter.test_burst_handling  (tests\_planned\test_redis_rate_limiter.py:93)


test_redis_rate_limiter.test_wait_for_tokens_success  (tests\_planned\test_redis_rate_limiter.py:111)


test_redis_rate_limiter.test_wait_for_tokens_timeout  (tests\_planned\test_redis_rate_limiter.py:125)


test_redis_rate_limiter.test_multiple_token_acquisition  (tests\_planned\test_redis_rate_limiter.py:143)


test_redis_rate_limiter.test_token_refill_rate  (tests\_planned\test_redis_rate_limiter.py:156)


test_redis_rate_limiter.test_limiter_initialization  (tests\_planned\test_redis_rate_limiter.py:182)


test_redis_rate_limiter.test_get_bucket_creates_new  (tests\_planned\test_redis_rate_limiter.py:190)


test_redis_rate_limiter.test_get_bucket_returns_existing  (tests\_planned\test_redis_rate_limiter.py:199)


test_redis_rate_limiter.test_get_bucket_with_custom_config  (tests\_planned\test_redis_rate_limiter.py:209)


test_redis_rate_limiter.test_acquire_per_key  (tests\_planned\test_redis_rate_limiter.py:219)


test_redis_rate_limiter.test_rate_limiting_per_key  (tests\_planned\test_redis_rate_limiter.py:238)


test_redis_rate_limiter.test_wait_for_tokens_limiter  (tests\_planned\test_redis_rate_limiter.py:259)


test_redis_rate_limiter.test_multiple_keys_independent  (tests\_planned\test_redis_rate_limiter.py:269)


test_redis_rate_limiter.test_get_global_limiter  (tests\_planned\test_redis_rate_limiter.py:299)


test_redis_rate_limiter.test_global_limiter_usage  (tests\_planned\test_redis_rate_limiter.py:307)


test_redis_rate_limiter.test_model_rate_limits_defined  (tests\_planned\test_redis_rate_limiter.py:327)


test_redis_rate_limiter.test_get_model_rate_limit_known  (tests\_planned\test_redis_rate_limiter.py:336)


test_redis_rate_limiter.test_get_model_rate_limit_unknown  (tests\_planned\test_redis_rate_limiter.py:344)


test_redis_rate_limiter.test_all_model_configs_valid  (tests\_planned\test_redis_rate_limiter.py:351)


test_redis_rate_limiter.test_model_rate_limit_enforcement  (tests\_planned\test_redis_rate_limiter.py:360)


test_redis_rate_limiter.test_different_endpoints_different_limits  (tests\_planned\test_redis_rate_limiter.py:389)


test_redis_rate_limiter.test_endpoint_isolation  (tests\_planned\test_redis_rate_limiter.py:412)


test_redis_rate_limiter.test_in_memory_fallback  (tests\_planned\test_redis_rate_limiter.py:441)


test_redis_rate_limiter.test_limiter_continues_after_error  (tests\_planned\test_redis_rate_limiter.py:452)


test_redis_rate_limiter.test_concurrent_acquire_same_key  (tests\_planned\test_redis_rate_limiter.py:476)


test_redis_rate_limiter.test_concurrent_acquire_different_keys  (tests\_planned\test_redis_rate_limiter.py:494)


test_redis_rate_limiter.test_concurrent_wait_for_tokens  (tests\_planned\test_redis_rate_limiter.py:509)


test_redis_rate_limiter.test_calculate_remaining_tokens  (tests\_planned\test_redis_rate_limiter.py:530)


test_redis_rate_limiter.test_reset_time_calculation  (tests\_planned\test_redis_rate_limiter.py:543)


test_release_bundle.TestReleaseBundle  (tests\_planned\test_release_bundle.py:15)


test_release_bundle.setUp  (tests\_planned\test_release_bundle.py:17)


test_release_bundle.test_bundle_creation_and_integrity  (tests\_planned\test_release_bundle.py:24)


test_release_bundle.test_bundled_node_execution  (tests\_planned\test_release_bundle.py:45)


test_servicenow_integration.TestServiceNowClient  (tests\_planned\test_servicenow_integration.py:36)


test_servicenow_integration.TestServiceNowProofManager  (tests\_planned\test_servicenow_integration.py:155)


test_servicenow_integration.TestRESTMessages  (tests\_planned\test_servicenow_integration.py:251)


test_servicenow_integration.TestBusinessRules  (tests\_planned\test_servicenow_integration.py:276)


test_servicenow_integration.TestWorkflowActivities  (tests\_planned\test_servicenow_integration.py:306)


test_servicenow_integration.TestScopedApp  (tests\_planned\test_servicenow_integration.py:339)


test_servicenow_integration.TestUpdateSet  (tests\_planned\test_servicenow_integration.py:377)


test_servicenow_integration.TestIntegration  (tests\_planned\test_servicenow_integration.py:408)


test_servicenow_integration.TestProofTypes  (tests\_planned\test_servicenow_integration.py:459)


test_servicenow_integration.client  (tests\_planned\test_servicenow_integration.py:40)


test_servicenow_integration.test_get_record  (tests\_planned\test_servicenow_integration.py:53)


test_servicenow_integration.test_generate_proof  (tests\_planned\test_servicenow_integration.py:81)


test_servicenow_integration.test_verify_proof  (tests\_planned\test_servicenow_integration.py:136)


test_servicenow_integration.manager  (tests\_planned\test_servicenow_integration.py:159)


test_servicenow_integration.test_generate_incident_proof  (tests\_planned\test_servicenow_integration.py:171)


test_servicenow_integration.test_verify_sla_compliance  (tests\_planned\test_servicenow_integration.py:210)


test_servicenow_integration.test_generate_rest_messages  (tests\_planned\test_servicenow_integration.py:254)


test_servicenow_integration.test_generate_script_include  (tests\_planned\test_servicenow_integration.py:265)


test_servicenow_integration.test_generate_business_rules  (tests\_planned\test_servicenow_integration.py:279)


test_servicenow_integration.test_business_rule_scripts  (tests\_planned\test_servicenow_integration.py:295)


test_servicenow_integration.test_generate_workflow_activities  (tests\_planned\test_servicenow_integration.py:309)


test_servicenow_integration.test_activity_io_definitions  (tests\_planned\test_servicenow_integration.py:321)


test_servicenow_integration.test_generate_scoped_app  (tests\_planned\test_servicenow_integration.py:342)


test_servicenow_integration.test_scoped_app_tables  (tests\_planned\test_servicenow_integration.py:359)


test_servicenow_integration.test_generate_update_set  (tests\_planned\test_servicenow_integration.py:380)


test_servicenow_integration.test_update_set_completeness  (tests\_planned\test_servicenow_integration.py:389)


test_servicenow_integration.test_full_workflow  (tests\_planned\test_servicenow_integration.py:412)


test_servicenow_integration.test_deployment_package_generation  (tests\_planned\test_servicenow_integration.py:438)


test_servicenow_integration.test_proof_type_enum  (tests\_planned\test_servicenow_integration.py:462)


test_slack_integration.signer  (tests\_planned\test_slack_integration.py:26)


test_slack_integration.slack_bot  (tests\_planned\test_slack_integration.py:32)


test_slack_integration.workspace  (tests\_planned\test_slack_integration.py:42)


test_slack_integration.TestAevionSlackBot  (tests\_planned\test_slack_integration.py:53)


test_slack_integration.TestSlackOAuthHandler  (tests\_planned\test_slack_integration.py:156)


test_slack_integration.TestInMemoryInstallationStore  (tests\_planned\test_slack_integration.py:199)


test_slack_integration.TestMessageBuilder  (tests\_planned\test_slack_integration.py:259)


test_slack_integration.TestSlackWorkspace  (tests\_planned\test_slack_integration.py:344)


test_slack_integration.TestSlackIntegration  (tests\_planned\test_slack_integration.py:379)


test_slack_integration.test_initialization  (tests\_planned\test_slack_integration.py:56)


test_slack_integration.test_initialization_without_secret  (tests\_planned\test_slack_integration.py:70)


test_slack_integration.test_verify_text  (tests\_planned\test_slack_integration.py:76)


test_slack_integration.test_verify_text_stores_session  (tests\_planned\test_slack_integration.py:92)


test_slack_integration.test_verify_text_with_thread  (tests\_planned\test_slack_integration.py:109)


test_slack_integration.test_add_workspace  (tests\_planned\test_slack_integration.py:122)


test_slack_integration.test_get_verification_session  (tests\_planned\test_slack_integration.py:129)


test_slack_integration.test_list_verifications  (tests\_planned\test_slack_integration.py:136)


test_slack_integration.test_initialization  (tests\_planned\test_slack_integration.py:159)


test_slack_integration.test_initialization_without_credentials  (tests\_planned\test_slack_integration.py:170)


test_slack_integration.test_generate_install_url  (tests\_planned\test_slack_integration.py:175)


test_slack_integration.test_generate_install_url_with_state  (tests\_planned\test_slack_integration.py:188)


test_slack_integration.test_save_and_find  (tests\_planned\test_slack_integration.py:202)


test_slack_integration.test_find_nonexistent  (tests\_planned\test_slack_integration.py:228)


test_slack_integration.test_delete  (tests\_planned\test_slack_integration.py:235)


test_slack_integration.test_build_proof_message  (tests\_planned\test_slack_integration.py:262)


test_slack_integration.test_build_proof_message_failed  (tests\_planned\test_slack_integration.py:278)


test_slack_integration.test_build_verification_status  (tests\_planned\test_slack_integration.py:290)


test_slack_integration.test_build_verification_status_all_states  (tests\_planned\test_slack_integration.py:298)


test_slack_integration.test_build_interactive_explorer  (tests\_planned\test_slack_integration.py:305)


test_slack_integration.test_build_error_message  (tests\_planned\test_slack_integration.py:326)


test_slack_integration.test_build_help_message  (tests\_planned\test_slack_integration.py:335)


test_slack_integration.test_workspace_creation  (tests\_planned\test_slack_integration.py:347)


test_slack_integration.test_workspace_with_config  (tests\_planned\test_slack_integration.py:361)


test_slack_integration.test_full_verification_flow  (tests\_planned\test_slack_integration.py:383)


test_sovereign_node.TestSovereignNode  (tests\_planned\test_sovereign_node.py:12)


test_sovereign_node.test_z3_verification_logic  (tests\_planned\test_sovereign_node.py:14)


test_sovereign_node.test_embedding_retrieval  (tests\_planned\test_sovereign_node.py:41)


test_splunk_integration.splunk_logger  (tests\_planned\test_splunk_integration.py:15)


test_splunk_integration.test_splunk_logger_initialization  (tests\_planned\test_splunk_integration.py:27)


test_splunk_integration.test_log_proof_success  (tests\_planned\test_splunk_integration.py:36)


test_splunk_integration.test_log_proof_failure  (tests\_planned\test_splunk_integration.py:72)


test_splunk_integration.test_log_security_event  (tests\_planned\test_splunk_integration.py:97)


test_splunk_integration.test_log_batch  (tests\_planned\test_splunk_integration.py:117)


test_splunk_integration.test_log_api_request  (tests\_planned\test_splunk_integration.py:139)


test_splunk_integration.test_log_system_metric  (tests\_planned\test_splunk_integration.py:161)


test_splunk_integration.test_batch_logging  (tests\_planned\test_splunk_integration.py:181)


test_splunk_integration.test_error_handling  (tests\_planned\test_splunk_integration.py:208)


test_splunk_integration.test_network_error_handling  (tests\_planned\test_splunk_integration.py:221)


test_splunk_integration.test_connection_validation  (tests\_planned\test_splunk_integration.py:231)


test_splunk_integration.test_splunk_handler_initialization  (tests\_planned\test_splunk_integration.py:248)


test_splunk_integration.test_splunk_handler_emit  (tests\_planned\test_splunk_integration.py:263)


test_splunk_integration.test_send_to_splunk_convenience  (tests\_planned\test_splunk_integration.py:302)


test_swarm_orchestrator.TestLocalFileLockManager  (tests\_planned\test_swarm_orchestrator.py:27)


test_swarm_orchestrator.TestLocalTaskQueue  (tests\_planned\test_swarm_orchestrator.py:108)


test_swarm_orchestrator.TestSwarmOrchestrator  (tests\_planned\test_swarm_orchestrator.py:205)


test_swarm_orchestrator.TestClaudeAgent  (tests\_planned\test_swarm_orchestrator.py:294)


test_swarm_orchestrator.TestAgentRole  (tests\_planned\test_swarm_orchestrator.py:363)


test_swarm_orchestrator.TestTask  (tests\_planned\test_swarm_orchestrator.py:389)


test_swarm_orchestrator.TestSwarmConfig  (tests\_planned\test_swarm_orchestrator.py:417)


test_swarm_orchestrator.lock_manager  (tests\_planned\test_swarm_orchestrator.py:31)


test_swarm_orchestrator.test_acquire_single_file  (tests\_planned\test_swarm_orchestrator.py:35)


test_swarm_orchestrator.test_acquire_multiple_files  (tests\_planned\test_swarm_orchestrator.py:42)


test_swarm_orchestrator.test_acquire_empty_list  (tests\_planned\test_swarm_orchestrator.py:50)


test_swarm_orchestrator.test_acquire_fails_if_locked  (tests\_planned\test_swarm_orchestrator.py:57)


test_swarm_orchestrator.test_acquire_fails_partial_overlap  (tests\_planned\test_swarm_orchestrator.py:64)


test_swarm_orchestrator.test_release_allows_reacquire  (tests\_planned\test_swarm_orchestrator.py:73)


test_swarm_orchestrator.test_release_nonexistent_file  (tests\_planned\test_swarm_orchestrator.py:81)


test_swarm_orchestrator.test_release_all_clears_locks  (tests\_planned\test_swarm_orchestrator.py:87)


test_swarm_orchestrator.test_concurrent_acquire_safety  (tests\_planned\test_swarm_orchestrator.py:94)


test_swarm_orchestrator.task_queue  (tests\_planned\test_swarm_orchestrator.py:112)


test_swarm_orchestrator.sample_task  (tests\_planned\test_swarm_orchestrator.py:116)


test_swarm_orchestrator.test_push_and_pop  (tests\_planned\test_swarm_orchestrator.py:126)


test_swarm_orchestrator.test_pop_empty_queue  (tests\_planned\test_swarm_orchestrator.py:134)


test_swarm_orchestrator.test_priority_ordering  (tests\_planned\test_swarm_orchestrator.py:140)


test_swarm_orchestrator.test_role_filtering  (tests\_planned\test_swarm_orchestrator.py:152)


test_swarm_orchestrator.test_dependency_resolution  (tests\_planned\test_swarm_orchestrator.py:164)


test_swarm_orchestrator.test_clear  (tests\_planned\test_swarm_orchestrator.py:195)


test_swarm_orchestrator.config  (tests\_planned\test_swarm_orchestrator.py:209)


test_swarm_orchestrator.orchestrator  (tests\_planned\test_swarm_orchestrator.py:218)


test_swarm_orchestrator.test_start_local_mode_without_redis  (tests\_planned\test_swarm_orchestrator.py:222)


test_swarm_orchestrator.test_stop_clears_running_flag  (tests\_planned\test_swarm_orchestrator.py:231)


test_swarm_orchestrator.test_submit_tasks  (tests\_planned\test_swarm_orchestrator.py:238)


test_swarm_orchestrator.test_submit_tasks_before_start_raises  (tests\_planned\test_swarm_orchestrator.py:256)


test_swarm_orchestrator.test_topological_sort_simple  (tests\_planned\test_swarm_orchestrator.py:261)


test_swarm_orchestrator.test_topological_sort_no_dependencies  (tests\_planned\test_swarm_orchestrator.py:278)


test_swarm_orchestrator.test_topological_sort_empty  (tests\_planned\test_swarm_orchestrator.py:288)


test_swarm_orchestrator.mock_lock_manager  (tests\_planned\test_swarm_orchestrator.py:298)


test_swarm_orchestrator.agent  (tests\_planned\test_swarm_orchestrator.py:302)


test_swarm_orchestrator.test_build_prompt_includes_role_context  (tests\_planned\test_swarm_orchestrator.py:310)


test_swarm_orchestrator.test_build_prompt_includes_files  (tests\_planned\test_swarm_orchestrator.py:316)


test_swarm_orchestrator.test_build_prompt_no_files  (tests\_planned\test_swarm_orchestrator.py:328)


test_swarm_orchestrator.test_build_prompt_archaeologist_role  (tests\_planned\test_swarm_orchestrator.py:334)


test_swarm_orchestrator.test_build_prompt_gatekeeper_role  (tests\_planned\test_swarm_orchestrator.py:348)


test_swarm_orchestrator.test_all_roles_defined  (tests\_planned\test_swarm_orchestrator.py:366)


test_swarm_orchestrator.test_role_values  (tests\_planned\test_swarm_orchestrator.py:382)


test_swarm_orchestrator.test_default_values  (tests\_planned\test_swarm_orchestrator.py:392)


test_swarm_orchestrator.test_custom_values  (tests\_planned\test_swarm_orchestrator.py:400)


test_swarm_orchestrator.test_default_values  (tests\_planned\test_swarm_orchestrator.py:420)


test_swarm_orchestrator.test_custom_values  (tests\_planned\test_swarm_orchestrator.py:428)


test_swarm_orchestrator.try_acquire  (tests\_planned\test_swarm_orchestrator.py:96)


test_temporal_verification.TestTemporalVerifier  (tests\_planned\test_temporal_verification.py:14)


test_temporal_verification.TestTemporalProofChain  (tests\_planned\test_temporal_verification.py:131)


test_temporal_verification.test_get_chain_id  (tests\_planned\test_temporal_verification.py:17)


test_temporal_verification.test_add_verification  (tests\_planned\test_temporal_verification.py:30)


test_temporal_verification.test_verify_consistency_no_history  (tests\_planned\test_temporal_verification.py:45)


test_temporal_verification.test_verify_consistency_with_history  (tests\_planned\test_temporal_verification.py:59)


test_temporal_verification.test_verify_consistency_different_answer  (tests\_planned\test_temporal_verification.py:83)


test_temporal_verification.test_generate_consistency_report  (tests\_planned\test_temporal_verification.py:106)


test_temporal_verification.test_detect_drift_window  (tests\_planned\test_temporal_verification.py:134)


test_temporal_verification.test_detect_drift_insufficient_history  (tests\_planned\test_temporal_verification.py:155)


test_temporal_verification.test_compute_drift_score  (tests\_planned\test_temporal_verification.py:173)


test_tir_engine.TestSafeCodeExecutor  (tests\_planned\test_tir_engine.py:20)


test_tir_engine.TestAnswerExtractor  (tests\_planned\test_tir_engine.py:54)


test_tir_engine.TestSimpleLLMClient  (tests\_planned\test_tir_engine.py:82)


test_tir_engine.TestAevionEngineV1  (tests\_planned\test_tir_engine.py:111)


test_tir_engine.TestIntegration  (tests\_planned\test_tir_engine.py:173)


test_tir_engine.setUp  (tests\_planned\test_tir_engine.py:23)


test_tir_engine.test_safe_execution  (tests\_planned\test_tir_engine.py:26)


test_tir_engine.test_error_handling  (tests\_planned\test_tir_engine.py:33)


test_tir_engine.test_code_block_extraction  (tests\_planned\test_tir_engine.py:40)


test_tir_engine.test_boxed_extraction  (tests\_planned\test_tir_engine.py:57)


test_tir_engine.test_final_answer_extraction  (tests\_planned\test_tir_engine.py:63)


test_tir_engine.test_number_extraction  (tests\_planned\test_tir_engine.py:69)


test_tir_engine.test_clean_answer  (tests\_planned\test_tir_engine.py:75)


test_tir_engine.test_fallback_mode  (tests\_planned\test_tir_engine.py:85)


test_tir_engine.test_environment_variable_detection  (tests\_planned\test_tir_engine.py:92)


test_tir_engine.setUp  (tests\_planned\test_tir_engine.py:114)


test_tir_engine.test_initialization  (tests\_planned\test_tir_engine.py:117)


test_tir_engine.test_solve_basic  (tests\_planned\test_tir_engine.py:122)


test_tir_engine.test_save_result  (tests\_planned\test_tir_engine.py:134)


test_tir_engine.test_reasoning_trace  (tests\_planned\test_tir_engine.py:156)


test_tir_engine.test_max_iterations  (tests\_planned\test_tir_engine.py:164)


test_tir_engine.test_end_to_end_simple  (tests\_planned\test_tir_engine.py:176)


test_tir_engine.test_self_correction_flow  (tests\_planned\test_tir_engine.py:186)


test_audit_logger.TestTradingAuditEntry  (tests\_planned\test_trading_bot\test_audit_logger.py:34)


test_audit_logger.TestTradingAuditChain  (tests\_planned\test_trading_bot\test_audit_logger.py:203)


test_audit_logger.TestTradingAuditLogger  (tests\_planned\test_trading_bot\test_audit_logger.py:309)


test_audit_logger.TestTradingAuditLoggerThreadSafety  (tests\_planned\test_trading_bot\test_audit_logger.py:790)


test_audit_logger.TestTradingAuditLoggerEdgeCases  (tests\_planned\test_trading_bot\test_audit_logger.py:907)


test_audit_logger.TestComplianceReportContent  (tests\_planned\test_trading_bot\test_audit_logger.py:1080)


test_audit_logger.test_compute_hash_deterministic  (tests\_planned\test_trading_bot\test_audit_logger.py:37)


test_audit_logger.test_compute_hash_changes_with_data  (tests\_planned\test_trading_bot\test_audit_logger.py:64)


test_audit_logger.test_to_dict_includes_all_fields  (tests\_planned\test_trading_bot\test_audit_logger.py:87)


test_audit_logger.test_from_dict_reconstructs_entry  (tests\_planned\test_trading_bot\test_audit_logger.py:122)


test_audit_logger.test_from_dict_handles_missing_optional_fields  (tests\_planned\test_trading_bot\test_audit_logger.py:155)


test_audit_logger.test_roundtrip_serialization  (tests\_planned\test_trading_bot\test_audit_logger.py:174)


test_audit_logger.test_genesis_hash_default  (tests\_planned\test_trading_bot\test_audit_logger.py:206)


test_audit_logger.test_last_hash_updates_with_entries  (tests\_planned\test_trading_bot\test_audit_logger.py:217)


test_audit_logger.test_to_dict_serialization  (tests\_planned\test_trading_bot\test_audit_logger.py:250)


test_audit_logger.test_from_dict_reconstruction  (tests\_planned\test_trading_bot\test_audit_logger.py:279)


test_audit_logger.temp_storage  (tests\_planned\test_trading_bot\test_audit_logger.py:313)


test_audit_logger.logger  (tests\_planned\test_trading_bot\test_audit_logger.py:322)


test_audit_logger.test_initialization_creates_new_chain  (tests\_planned\test_trading_bot\test_audit_logger.py:329)


test_audit_logger.test_initialization_loads_existing_chain  (tests\_planned\test_trading_bot\test_audit_logger.py:337)


test_audit_logger.test_log_signal_creates_entry  (tests\_planned\test_trading_bot\test_audit_logger.py:356)


test_audit_logger.test_log_guardrail_check_passed  (tests\_planned\test_trading_bot\test_audit_logger.py:376)


test_audit_logger.test_log_guardrail_check_failed  (tests\_planned\test_trading_bot\test_audit_logger.py:399)


test_audit_logger.test_log_order_submitted  (tests\_planned\test_trading_bot\test_audit_logger.py:420)


test_audit_logger.test_log_order_filled  (tests\_planned\test_trading_bot\test_audit_logger.py:437)


test_audit_logger.test_log_order_rejected  (tests\_planned\test_trading_bot\test_audit_logger.py:453)


test_audit_logger.test_log_kill_switch_activated  (tests\_planned\test_trading_bot\test_audit_logger.py:468)


test_audit_logger.test_log_kill_switch_deactivated  (tests\_planned\test_trading_bot\test_audit_logger.py:482)


test_audit_logger.test_log_consensus_verification  (tests\_planned\test_trading_bot\test_audit_logger.py:489)


test_audit_logger.test_log_error  (tests\_planned\test_trading_bot\test_audit_logger.py:504)


test_audit_logger.test_log_generic_entry  (tests\_planned\test_trading_bot\test_audit_logger.py:517)


test_audit_logger.test_chain_linkage  (tests\_planned\test_trading_bot\test_audit_logger.py:536)


test_audit_logger.test_verify_chain_empty  (tests\_planned\test_trading_bot\test_audit_logger.py:558)


test_audit_logger.test_verify_chain_valid  (tests\_planned\test_trading_bot\test_audit_logger.py:567)


test_audit_logger.test_verify_chain_detects_tampering  (tests\_planned\test_trading_bot\test_audit_logger.py:580)


test_audit_logger.test_verify_chain_detects_broken_links  (tests\_planned\test_trading_bot\test_audit_logger.py:593)


test_audit_logger.test_verify_chain_detects_bad_genesis  (tests\_planned\test_trading_bot\test_audit_logger.py:605)


test_audit_logger.test_get_entries_by_trade  (tests\_planned\test_trading_bot\test_audit_logger.py:616)


test_audit_logger.test_get_entries_by_symbol  (tests\_planned\test_trading_bot\test_audit_logger.py:637)


test_audit_logger.test_get_entries_by_symbol_case_insensitive  (tests\_planned\test_trading_bot\test_audit_logger.py:648)


test_audit_logger.test_get_entries_by_symbol_with_time_range  (tests\_planned\test_trading_bot\test_audit_logger.py:658)


test_audit_logger.test_get_entries_by_type  (tests\_planned\test_trading_bot\test_audit_logger.py:678)


test_audit_logger.test_generate_compliance_report  (tests\_planned\test_trading_bot\test_audit_logger.py:691)


test_audit_logger.test_generate_compliance_report_with_time_range  (tests\_planned\test_trading_bot\test_audit_logger.py:711)


test_audit_logger.test_save_creates_file  (tests\_planned\test_trading_bot\test_audit_logger.py:730)


test_audit_logger.test_save_atomic_write  (tests\_planned\test_trading_bot\test_audit_logger.py:742)


test_audit_logger.test_auto_save_on_interval  (tests\_planned\test_trading_bot\test_audit_logger.py:753)


test_audit_logger.test_load_invalid_file_creates_new_chain  (tests\_planned\test_trading_bot\test_audit_logger.py:778)


test_audit_logger.logger  (tests\_planned\test_trading_bot\test_audit_logger.py:794)


test_audit_logger.test_concurrent_writes  (tests\_planned\test_trading_bot\test_audit_logger.py:798)


test_audit_logger.test_concurrent_reads_and_writes  (tests\_planned\test_trading_bot\test_audit_logger.py:827)


test_audit_logger.test_concurrent_chain_verification  (tests\_planned\test_trading_bot\test_audit_logger.py:878)


test_audit_logger.test_empty_symbol_string  (tests\_planned\test_trading_bot\test_audit_logger.py:910)


test_audit_logger.test_none_values_in_optional_fields  (tests\_planned\test_trading_bot\test_audit_logger.py:923)


test_audit_logger.test_very_large_chain  (tests\_planned\test_trading_bot\test_audit_logger.py:938)


test_audit_logger.test_special_characters_in_strings  (tests\_planned\test_trading_bot\test_audit_logger.py:962)


test_audit_logger.test_extremely_long_strings  (tests\_planned\test_trading_bot\test_audit_logger.py:975)


test_audit_logger.test_negative_and_zero_values  (tests\_planned\test_trading_bot\test_audit_logger.py:992)


test_audit_logger.test_unicode_in_entries  (tests\_planned\test_trading_bot\test_audit_logger.py:1009)


test_audit_logger.test_malformed_dict_in_from_dict  (tests\_planned\test_trading_bot\test_audit_logger.py:1021)


test_audit_logger.test_storage_directory_creation  (tests\_planned\test_trading_bot\test_audit_logger.py:1034)


test_audit_logger.test_save_without_storage_path  (tests\_planned\test_trading_bot\test_audit_logger.py:1045)


test_audit_logger.test_metadata_serialization  (tests\_planned\test_trading_bot\test_audit_logger.py:1053)


test_audit_logger.populated_logger  (tests\_planned\test_trading_bot\test_audit_logger.py:1084)


test_audit_logger.test_report_includes_all_sections  (tests\_planned\test_trading_bot\test_audit_logger.py:1112)


test_audit_logger.test_report_statistics_accurate  (tests\_planned\test_trading_bot\test_audit_logger.py:1127)


test_audit_logger.test_report_critical_events  (tests\_planned\test_trading_bot\test_audit_logger.py:1138)


test_audit_logger.test_report_kill_switch_events  (tests\_planned\test_trading_bot\test_audit_logger.py:1149)


test_audit_logger.test_report_chain_integrity  (tests\_planned\test_trading_bot\test_audit_logger.py:1158)


test_audit_logger.write_entries  (tests\_planned\test_trading_bot\test_audit_logger.py:804)


test_audit_logger.writer  (tests\_planned\test_trading_bot\test_audit_logger.py:832)


test_audit_logger.reader  (tests\_planned\test_trading_bot\test_audit_logger.py:847)


test_audit_logger.verify  (tests\_planned\test_trading_bot\test_audit_logger.py:891)


test_ofi_generator.TestOFIGenerator  (tests\_planned\test_trading_bot\test_ofi_generator.py:33)


test_ofi_generator.TestOFISignal  (tests\_planned\test_trading_bot\test_ofi_generator.py:240)


test_ofi_generator.TestOFIBucket  (tests\_planned\test_trading_bot\test_ofi_generator.py:266)


test_ofi_generator.TestSignalStrength  (tests\_planned\test_trading_bot\test_ofi_generator.py:290)


test_ofi_generator.TestOFICalculationAccuracy  (tests\_planned\test_trading_bot\test_ofi_generator.py:309)


test_ofi_generator.generator  (tests\_planned\test_trading_bot\test_ofi_generator.py:37)


test_ofi_generator.test_init  (tests\_planned\test_trading_bot\test_ofi_generator.py:46)


test_ofi_generator.test_first_quote_returns_none  (tests\_planned\test_trading_bot\test_ofi_generator.py:52)


test_ofi_generator.test_bid_price_improvement  (tests\_planned\test_trading_bot\test_ofi_generator.py:63)


test_ofi_generator.test_bid_price_decay  (tests\_planned\test_trading_bot\test_ofi_generator.py:88)


test_ofi_generator.test_bid_size_change_only  (tests\_planned\test_trading_bot\test_ofi_generator.py:113)


test_ofi_generator.test_ask_improvement  (tests\_planned\test_trading_bot\test_ofi_generator.py:138)


test_ofi_generator.test_multiple_symbols  (tests\_planned\test_trading_bot\test_ofi_generator.py:163)


test_ofi_generator.test_get_current_ofi  (tests\_planned\test_trading_bot\test_ofi_generator.py:181)


test_ofi_generator.test_get_ofi_history  (tests\_planned\test_trading_bot\test_ofi_generator.py:194)


test_ofi_generator.test_reset_symbol  (tests\_planned\test_trading_bot\test_ofi_generator.py:209)


test_ofi_generator.test_reset_all  (tests\_planned\test_trading_bot\test_ofi_generator.py:226)


test_ofi_generator.test_signal_to_dict  (tests\_planned\test_trading_bot\test_ofi_generator.py:243)


test_ofi_generator.test_bucket_properties  (tests\_planned\test_trading_bot\test_ofi_generator.py:269)


test_ofi_generator.test_all_strengths  (tests\_planned\test_trading_bot\test_ofi_generator.py:293)


test_ofi_generator.generator  (tests\_planned\test_trading_bot\test_ofi_generator.py:313)


test_ofi_generator.test_consistent_buying_produces_positive_ofi  (tests\_planned\test_trading_bot\test_ofi_generator.py:316)


test_ofi_generator.test_consistent_selling_produces_negative_ofi  (tests\_planned\test_trading_bot\test_ofi_generator.py:336)


test_trade_guardrails.TestTradeGuardrails  (tests\_planned\test_trading_bot\test_trade_guardrails.py:31)


test_trade_guardrails.TestGuardrailResult  (tests\_planned\test_trading_bot\test_trade_guardrails.py:348)


test_trade_guardrails.TestRiskLevel  (tests\_planned\test_trading_bot\test_trade_guardrails.py:441)


test_trade_guardrails.TestGuardrailAction  (tests\_planned\test_trading_bot\test_trade_guardrails.py:459)


test_trade_guardrails.TestCryptographicIntegrity  (tests\_planned\test_trading_bot\test_trade_guardrails.py:475)


test_trade_guardrails.TestInputValidation  (tests\_planned\test_trading_bot\test_trade_guardrails.py:519)


test_trade_guardrails.guardrails  (tests\_planned\test_trading_bot\test_trade_guardrails.py:35)


test_trade_guardrails.test_init  (tests\_planned\test_trading_bot\test_trade_guardrails.py:48)


test_trade_guardrails.test_verify_passing_trade  (tests\_planned\test_trading_bot\test_trade_guardrails.py:55)


test_trade_guardrails.test_verify_position_size_exceeded  (tests\_planned\test_trading_bot\test_trade_guardrails.py:72)


test_trade_guardrails.test_kill_switch_activation  (tests\_planned\test_trading_bot\test_trade_guardrails.py:91)


test_trade_guardrails.test_kill_switch_deactivation  (tests\_planned\test_trading_bot\test_trade_guardrails.py:113)


test_trade_guardrails.test_daily_loss_limit_triggers_kill_switch  (tests\_planned\test_trading_bot\test_trade_guardrails.py:132)


test_trade_guardrails.test_data_staleness_check  (tests\_planned\test_trading_bot\test_trade_guardrails.py:150)


test_trade_guardrails.test_fat_finger_price_check  (tests\_planned\test_trading_bot\test_trade_guardrails.py:170)


test_trade_guardrails.test_fat_finger_size_check  (tests\_planned\test_trading_bot\test_trade_guardrails.py:191)


test_trade_guardrails.test_concentration_check  (tests\_planned\test_trading_bot\test_trade_guardrails.py:212)


test_trade_guardrails.test_volatility_warning  (tests\_planned\test_trading_bot\test_trade_guardrails.py:233)


test_trade_guardrails.test_multiple_warnings_block  (tests\_planned\test_trading_bot\test_trade_guardrails.py:253)


test_trade_guardrails.test_custom_guardrail  (tests\_planned\test_trading_bot\test_trade_guardrails.py:276)


test_trade_guardrails.test_reset_daily  (tests\_planned\test_trading_bot\test_trade_guardrails.py:321)


test_trade_guardrails.test_get_statistics  (tests\_planned\test_trading_bot\test_trade_guardrails.py:328)


test_trade_guardrails.test_failed_checks_property  (tests\_planned\test_trading_bot\test_trade_guardrails.py:351)


test_trade_guardrails.test_blocked_checks_property  (tests\_planned\test_trading_bot\test_trade_guardrails.py:384)


test_trade_guardrails.test_to_dict  (tests\_planned\test_trading_bot\test_trade_guardrails.py:417)


test_trade_guardrails.test_risk_levels_exist  (tests\_planned\test_trading_bot\test_trade_guardrails.py:444)


test_trade_guardrails.test_actions_exist  (tests\_planned\test_trading_bot\test_trade_guardrails.py:462)


test_trade_guardrails.guardrails  (tests\_planned\test_trading_bot\test_trade_guardrails.py:479)


test_trade_guardrails.test_hash_uniqueness  (tests\_planned\test_trading_bot\test_trade_guardrails.py:482)


test_trade_guardrails.test_hash_length  (tests\_planned\test_trading_bot\test_trade_guardrails.py:504)


test_trade_guardrails.guardrails  (tests\_planned\test_trading_bot\test_trade_guardrails.py:523)


test_trade_guardrails.test_nan_quantity_blocked  (tests\_planned\test_trading_bot\test_trade_guardrails.py:526)


test_trade_guardrails.test_inf_price_blocked  (tests\_planned\test_trading_bot\test_trade_guardrails.py:543)


test_trade_guardrails.test_negative_quantity_blocked  (tests\_planned\test_trading_bot\test_trade_guardrails.py:559)


test_trade_guardrails.test_negative_price_blocked  (tests\_planned\test_trading_bot\test_trade_guardrails.py:573)


test_trade_guardrails.test_invalid_symbol_format_blocked  (tests\_planned\test_trading_bot\test_trade_guardrails.py:586)


test_trade_guardrails.test_invalid_side_blocked  (tests\_planned\test_trading_bot\test_trade_guardrails.py:621)


test_trade_guardrails.test_valid_inputs_pass_validation  (tests\_planned\test_trading_bot\test_trade_guardrails.py:636)


test_trade_guardrails.test_symbol_case_normalization  (tests\_planned\test_trading_bot\test_trade_guardrails.py:652)


test_trade_guardrails.test_side_case_normalization  (tests\_planned\test_trading_bot\test_trade_guardrails.py:668)


test_trade_guardrails.test_extremely_large_values_blocked  (tests\_planned\test_trading_bot\test_trade_guardrails.py:683)


test_trade_guardrails.block_bad_stock  (tests\_planned\test_trading_bot\test_trade_guardrails.py:280)


test_verified_orchestrator_integration.TestFullPipelineIntegration  (tests\_planned\test_trading_bot\test_verified_orchestrator_integration.py:35)


test_verified_orchestrator_integration.TestDataStalenessDetection  (tests\_planned\test_trading_bot\test_verified_orchestrator_integration.py:235)


test_verified_orchestrator_integration.TestAuditChainIntegrity  (tests\_planned\test_trading_bot\test_verified_orchestrator_integration.py:264)


test_verified_orchestrator_integration.TestComplianceReporting  (tests\_planned\test_trading_bot\test_verified_orchestrator_integration.py:320)


test_verified_orchestrator_integration.TestEndToEndScenarios  (tests\_planned\test_trading_bot\test_verified_orchestrator_integration.py:361)


test_verified_orchestrator_integration.mock_exchange  (tests\_planned\test_trading_bot\test_verified_orchestrator_integration.py:39)


test_verified_orchestrator_integration.ofi_generator  (tests\_planned\test_trading_bot\test_verified_orchestrator_integration.py:57)


test_verified_orchestrator_integration.guardrails  (tests\_planned\test_trading_bot\test_verified_orchestrator_integration.py:66)


test_verified_orchestrator_integration.audit_logger  (tests\_planned\test_trading_bot\test_verified_orchestrator_integration.py:76)


test_verified_orchestrator_integration.test_signal_generation_to_guardrail_flow  (tests\_planned\test_trading_bot\test_verified_orchestrator_integration.py:83)


test_verified_orchestrator_integration.test_guardrail_to_audit_flow  (tests\_planned\test_trading_bot\test_verified_orchestrator_integration.py:117)


test_verified_orchestrator_integration.test_blocked_trade_not_executed  (tests\_planned\test_trading_bot\test_verified_orchestrator_integration.py:154)


test_verified_orchestrator_integration.test_ofi_correlation_with_price  (tests\_planned\test_trading_bot\test_verified_orchestrator_integration.py:195)


test_verified_orchestrator_integration.test_high_risk_trade_flagged  (tests\_planned\test_trading_bot\test_verified_orchestrator_integration.py:218)


test_verified_orchestrator_integration.guardrails  (tests\_planned\test_trading_bot\test_verified_orchestrator_integration.py:239)


test_verified_orchestrator_integration.test_stale_data_warning  (tests\_planned\test_trading_bot\test_verified_orchestrator_integration.py:242)


test_verified_orchestrator_integration.audit_logger  (tests\_planned\test_trading_bot\test_verified_orchestrator_integration.py:268)


test_verified_orchestrator_integration.test_chain_tamper_detection  (tests\_planned\test_trading_bot\test_verified_orchestrator_integration.py:274)


test_verified_orchestrator_integration.test_multiple_entries_chain  (tests\_planned\test_trading_bot\test_verified_orchestrator_integration.py:297)


test_verified_orchestrator_integration.audit_logger  (tests\_planned\test_trading_bot\test_verified_orchestrator_integration.py:324)


test_verified_orchestrator_integration.test_compliance_report_generation  (tests\_planned\test_trading_bot\test_verified_orchestrator_integration.py:348)


test_verified_orchestrator_integration.full_pipeline  (tests\_planned\test_trading_bot\test_verified_orchestrator_integration.py:365)


test_verified_orchestrator_integration.test_normal_trading_session  (tests\_planned\test_trading_bot\test_verified_orchestrator_integration.py:373)


test_verified_orchestrator_integration.test_market_stress_scenario  (tests\_planned\test_trading_bot\test_verified_orchestrator_integration.py:426)


test_websocket_feed.TestQuote  (tests\_planned\test_trading_bot\test_websocket_feed.py:42)


test_websocket_feed.TestTrade  (tests\_planned\test_trading_bot\test_websocket_feed.py:137)


test_websocket_feed.TestFeedHealth  (tests\_planned\test_trading_bot\test_websocket_feed.py:160)


test_websocket_feed.TestWebSocketFeed  (tests\_planned\test_trading_bot\test_websocket_feed.py:172)


test_websocket_feed.TestSIPDataFeed  (tests\_planned\test_trading_bot\test_websocket_feed.py:317)


test_websocket_feed.TestStalenessThreshold  (tests\_planned\test_trading_bot\test_websocket_feed.py:465)


test_websocket_feed.TestReconnectionSettings  (tests\_planned\test_trading_bot\test_websocket_feed.py:482)


test_websocket_feed.test_quote_creation  (tests\_planned\test_trading_bot\test_websocket_feed.py:45)


test_websocket_feed.test_spread_calculation  (tests\_planned\test_trading_bot\test_websocket_feed.py:64)


test_websocket_feed.test_mid_price_calculation  (tests\_planned\test_trading_bot\test_websocket_feed.py:78)


test_websocket_feed.test_queue_imbalance_bullish  (tests\_planned\test_trading_bot\test_websocket_feed.py:92)


test_websocket_feed.test_queue_imbalance_bearish  (tests\_planned\test_trading_bot\test_websocket_feed.py:107)


test_websocket_feed.test_queue_imbalance_zero_size  (tests\_planned\test_trading_bot\test_websocket_feed.py:122)


test_websocket_feed.test_trade_creation  (tests\_planned\test_trading_bot\test_websocket_feed.py:140)


test_websocket_feed.test_health_states_exist  (tests\_planned\test_trading_bot\test_websocket_feed.py:163)


test_websocket_feed.feed  (tests\_planned\test_trading_bot\test_websocket_feed.py:176)


test_websocket_feed.test_init  (tests\_planned\test_trading_bot\test_websocket_feed.py:185)


test_websocket_feed.test_symbol_case_normalization  (tests\_planned\test_trading_bot\test_websocket_feed.py:193)


test_websocket_feed.test_endpoint_selection_sip  (tests\_planned\test_trading_bot\test_websocket_feed.py:199)


test_websocket_feed.test_endpoint_selection_iex  (tests\_planned\test_trading_bot\test_websocket_feed.py:204)


test_websocket_feed.test_subscribe_quotes  (tests\_planned\test_trading_bot\test_websocket_feed.py:209)


test_websocket_feed.test_unsubscribe_quotes  (tests\_planned\test_trading_bot\test_websocket_feed.py:215)


test_websocket_feed.test_subscribe_trades  (tests\_planned\test_trading_bot\test_websocket_feed.py:222)


test_websocket_feed.test_unsubscribe_trades  (tests\_planned\test_trading_bot\test_websocket_feed.py:228)


test_websocket_feed.test_get_latest_quote_none  (tests\_planned\test_trading_bot\test_websocket_feed.py:235)


test_websocket_feed.test_get_latest_quote  (tests\_planned\test_trading_bot\test_websocket_feed.py:240)


test_websocket_feed.test_get_quotes_empty  (tests\_planned\test_trading_bot\test_websocket_feed.py:257)


test_websocket_feed.test_is_data_stale_no_quote  (tests\_planned\test_trading_bot\test_websocket_feed.py:262)


test_websocket_feed.test_is_data_stale_fresh  (tests\_planned\test_trading_bot\test_websocket_feed.py:266)


test_websocket_feed.test_is_data_stale_old  (tests\_planned\test_trading_bot\test_websocket_feed.py:286)


test_websocket_feed.test_stats_initial  (tests\_planned\test_trading_bot\test_websocket_feed.py:303)


test_websocket_feed.test_clean_memory  (tests\_planned\test_trading_bot\test_websocket_feed.py:311)


test_websocket_feed.sip_feed  (tests\_planned\test_trading_bot\test_websocket_feed.py:321)


test_websocket_feed.test_init_uses_sip  (tests\_planned\test_trading_bot\test_websocket_feed.py:329)


test_websocket_feed.test_get_quote_change_no_quote  (tests\_planned\test_trading_bot\test_websocket_feed.py:333)


test_websocket_feed.test_get_quote_change_first_quote  (tests\_planned\test_trading_bot\test_websocket_feed.py:338)


test_websocket_feed.test_ofi_tick_bid_improvement  (tests\_planned\test_trading_bot\test_websocket_feed.py:356)


test_websocket_feed.test_ofi_tick_bid_decay  (tests\_planned\test_trading_bot\test_websocket_feed.py:393)


test_websocket_feed.test_ofi_tick_size_change_only  (tests\_planned\test_trading_bot\test_websocket_feed.py:429)


test_websocket_feed.test_threshold_value  (tests\_planned\test_trading_bot\test_websocket_feed.py:468)


test_websocket_feed.test_threshold_documented  (tests\_planned\test_trading_bot\test_websocket_feed.py:472)


test_websocket_feed.test_initial_backoff  (tests\_planned\test_trading_bot\test_websocket_feed.py:485)


test_websocket_feed.test_max_backoff  (tests\_planned\test_trading_bot\test_websocket_feed.py:489)


test_websocket_feed.test_backoff_multiplier  (tests\_planned\test_trading_bot\test_websocket_feed.py:493)


test_verified_memory.temp_db  (tests\_planned\test_verified_memory.py:25)


test_verified_memory.memory_system  (tests\_planned\test_verified_memory.py:31)


test_verified_memory.test_remember_basic  (tests\_planned\test_verified_memory.py:40)


test_verified_memory.test_memory_chain  (tests\_planned\test_verified_memory.py:58)


test_verified_memory.test_signature_verification  (tests\_planned\test_verified_memory.py:85)


test_verified_memory.test_content_hash  (tests\_planned\test_verified_memory.py:106)


test_verified_memory.test_recall_by_id  (tests\_planned\test_verified_memory.py:123)


test_verified_memory.test_recall_by_tags  (tests\_planned\test_verified_memory.py:141)


test_verified_memory.test_chain_verification  (tests\_planned\test_verified_memory.py:174)


test_verified_memory.test_forget  (tests\_planned\test_verified_memory.py:196)


test_verified_memory.test_update  (tests\_planned\test_verified_memory.py:223)


test_verified_memory.test_temporal_ordering  (tests\_planned\test_verified_memory.py:251)


test_verified_memory.test_cosine_similarity  (tests\_planned\test_verified_memory.py:274)


test_verified_memory.test_contradiction_detection  (tests\_planned\test_verified_memory.py:290)


test_verified_memory.test_stats  (tests\_planned\test_verified_memory.py:315)


test_verified_memory.test_multi_agent_isolation  (tests\_planned\test_verified_memory.py:336)


test_verified_memory.test_performance_benchmark  (tests\_planned\test_verified_memory.py:375)


test_verified_memory.test_concurrent_operations  (tests\_planned\test_verified_memory.py:397)


test_verified_memory.test_memory_hash_determinism  (tests\_planned\test_verified_memory.py:419)


test_verified_memory.create_memory  (tests\_planned\test_verified_memory.py:399)


test_verified_rag.TestRetrievedDocument  (tests\_planned\test_verified_rag.py:44)


test_verified_rag.TestContextWindow  (tests\_planned\test_verified_rag.py:158)


test_verified_rag.TestCitation  (tests\_planned\test_verified_rag.py:319)


test_verified_rag.TestRAGProof  (tests\_planned\test_verified_rag.py:375)


test_verified_rag.TestVerifiedRAG  (tests\_planned\test_verified_rag.py:569)


test_verified_rag.TestHashChainIntegrity  (tests\_planned\test_verified_rag.py:973)


test_verified_rag.TestEdgeCases  (tests\_planned\test_verified_rag.py:1039)


test_verified_rag.test_document_creation  (tests\_planned\test_verified_rag.py:47)


test_verified_rag.test_compute_hashes  (tests\_planned\test_verified_rag.py:63)


test_verified_rag.test_hash_deterministic  (tests\_planned\test_verified_rag.py:84)


test_verified_rag.test_different_content_different_hash  (tests\_planned\test_verified_rag.py:105)


test_verified_rag.test_to_dict  (tests\_planned\test_verified_rag.py:125)


test_verified_rag.test_word_count_calculation  (tests\_planned\test_verified_rag.py:145)


test_verified_rag.test_context_window_creation  (tests\_planned\test_verified_rag.py:161)


test_verified_rag.test_compute_context_hash  (tests\_planned\test_verified_rag.py:180)


test_verified_rag.test_merkle_root_single_document  (tests\_planned\test_verified_rag.py:199)


test_verified_rag.test_merkle_root_multiple_documents  (tests\_planned\test_verified_rag.py:217)


test_verified_rag.test_merkle_root_empty_documents  (tests\_planned\test_verified_rag.py:240)


test_verified_rag.test_merkle_tree_construction_even_number  (tests\_planned\test_verified_rag.py:252)


test_verified_rag.test_merkle_tree_construction_odd_number  (tests\_planned\test_verified_rag.py:273)


test_verified_rag.test_to_dict  (tests\_planned\test_verified_rag.py:294)


test_verified_rag.test_citation_creation  (tests\_planned\test_verified_rag.py:322)


test_verified_rag.test_citation_to_dict  (tests\_planned\test_verified_rag.py:337)


test_verified_rag.test_citation_truncates_long_text  (tests\_planned\test_verified_rag.py:357)


test_verified_rag.test_proof_creation  (tests\_planned\test_verified_rag.py:378)


test_verified_rag.test_compute_hashes  (tests\_planned\test_verified_rag.py:412)


test_verified_rag.test_to_dict  (tests\_planned\test_verified_rag.py:447)


test_verified_rag.test_xgml_export  (tests\_planned\test_verified_rag.py:485)


test_verified_rag.test_xgml_xml_escaping  (tests\_planned\test_verified_rag.py:526)


test_verified_rag.test_initialization_basic  (tests\_planned\test_verified_rag.py:572)


test_verified_rag.test_initialization_custom_params  (tests\_planned\test_verified_rag.py:581)


test_verified_rag.test_crypto_initialization  (tests\_planned\test_verified_rag.py:595)


test_verified_rag.test_add_document  (tests\_planned\test_verified_rag.py:605)


test_verified_rag.test_add_multiple_documents  (tests\_planned\test_verified_rag.py:621)


test_verified_rag.test_retrieve_documents  (tests\_planned\test_verified_rag.py:636)


test_verified_rag.test_retrieve_empty_knowledge_base  (tests\_planned\test_verified_rag.py:661)


test_verified_rag.test_retrieve_no_matches  (tests\_planned\test_verified_rag.py:671)


test_verified_rag.test_retrieve_respects_top_k  (tests\_planned\test_verified_rag.py:688)


test_verified_rag.test_assemble_context  (tests\_planned\test_verified_rag.py:704)


test_verified_rag.test_generate_answer  (tests\_planned\test_verified_rag.py:727)


test_verified_rag.test_generate_empty_context  (tests\_planned\test_verified_rag.py:752)


test_verified_rag.test_verify_citations  (tests\_planned\test_verified_rag.py:766)


test_verified_rag.test_verify_citations_no_citations  (tests\_planned\test_verified_rag.py:788)


test_verified_rag.test_verify_citations_source_pattern  (tests\_planned\test_verified_rag.py:808)


test_verified_rag.test_query_full_workflow  (tests\_planned\test_verified_rag.py:827)


test_verified_rag.test_query_generates_signature  (tests\_planned\test_verified_rag.py:849)


test_verified_rag.test_query_different_verification_levels  (tests\_planned\test_verified_rag.py:866)


test_verified_rag.test_query_timing_metrics  (tests\_planned\test_verified_rag.py:884)


test_verified_rag.test_query_empty_query  (tests\_planned\test_verified_rag.py:904)


test_verified_rag.test_citation_accuracy_calculation  (tests\_planned\test_verified_rag.py:921)


test_verified_rag.test_sign_functionality  (tests\_planned\test_verified_rag.py:943)


test_verified_rag.test_sign_deterministic  (tests\_planned\test_verified_rag.py:953)


test_verified_rag.test_sign_different_data  (tests\_planned\test_verified_rag.py:963)


test_verified_rag.test_hash_chain_linkage  (tests\_planned\test_verified_rag.py:977)


test_verified_rag.test_proof_hash_includes_metadata  (tests\_planned\test_verified_rag.py:1013)


test_verified_rag.test_very_long_query  (tests\_planned\test_verified_rag.py:1043)


test_verified_rag.test_special_characters_in_query  (tests\_planned\test_verified_rag.py:1061)


test_verified_rag.test_unicode_in_documents  (tests\_planned\test_verified_rag.py:1078)


test_verified_rag.test_large_document_set  (tests\_planned\test_verified_rag.py:1095)


test_verified_rag.test_merkle_tree_power_of_two  (tests\_planned\test_verified_rag.py:1111)


test_verified_rag.test_xgml_export_completeness  (tests\_planned\test_verified_rag.py:1135)


test_video_verifier.test_video_pulse_consistency_sovereign  (tests\_planned\test_video_verifier.py:6)


test_video_verifier.test_video_pulse_consistency_collapsed  (tests\_planned\test_video_verifier.py:15)


test_video_verifier.test_chromatic_aberration_sovereign  (tests\_planned\test_video_verifier.py:27)


test_video_verifier.test_chromatic_aberration_collapsed  (tests\_planned\test_video_verifier.py:35)


test_video_verifier.test_create_evidence  (tests\_planned\test_video_verifier.py:43)


test_wandb_integration.TestVerifiedWandbCallback  (tests\_planned\test_wandb_integration.py:23)


test_wandb_integration.TestVerifiedArtifactManager  (tests\_planned\test_wandb_integration.py:120)


test_wandb_integration.TestVerifiedModelCard  (tests\_planned\test_wandb_integration.py:225)


test_wandb_integration.TestWandbLaunchIntegration  (tests\_planned\test_wandb_integration.py:398)


test_wandb_integration.test_signature_verification  (tests\_planned\test_wandb_integration.py:474)


test_wandb_integration.test_end_to_end_workflow  (tests\_planned\test_wandb_integration.py:490)


test_wandb_integration.test_callback_initialization  (tests\_planned\test_wandb_integration.py:26)


test_wandb_integration.test_metric_signature_creation  (tests\_planned\test_wandb_integration.py:40)


test_wandb_integration.test_metric_chain_building  (tests\_planned\test_wandb_integration.py:59)


test_wandb_integration.test_checkpoint_signature  (tests\_planned\test_wandb_integration.py:79)


test_wandb_integration.test_verification_report  (tests\_planned\test_wandb_integration.py:95)


test_wandb_integration.test_artifact_proof_creation  (tests\_planned\test_wandb_integration.py:123)


test_wandb_integration.test_artifact_hashing  (tests\_planned\test_wandb_integration.py:141)


test_wandb_integration.test_directory_hashing  (tests\_planned\test_wandb_integration.py:163)


test_wandb_integration.test_lineage_chain_verification  (tests\_planned\test_wandb_integration.py:185)


test_wandb_integration.test_model_card_creation  (tests\_planned\test_wandb_integration.py:228)


test_wandb_integration.test_add_sections  (tests\_planned\test_wandb_integration.py:239)


test_wandb_integration.test_add_performance_metrics  (tests\_planned\test_wandb_integration.py:252)


test_wandb_integration.test_add_limitations  (tests\_planned\test_wandb_integration.py:271)


test_wandb_integration.test_signing_and_verification  (tests\_planned\test_wandb_integration.py:290)


test_wandb_integration.test_tampering_detection  (tests\_planned\test_wandb_integration.py:313)


test_wandb_integration.test_markdown_export  (tests\_planned\test_wandb_integration.py:332)


test_wandb_integration.test_json_export  (tests\_planned\test_wandb_integration.py:351)


test_wandb_integration.test_save_and_load  (tests\_planned\test_wandb_integration.py:369)


test_wandb_integration.test_launch_initialization  (tests\_planned\test_wandb_integration.py:401)


test_wandb_integration.test_job_proof_creation  (tests\_planned\test_wandb_integration.py:412)


test_wandb_integration.test_job_result_recording  (tests\_planned\test_wandb_integration.py:432)


test_wandb_integration.test_job_provenance_export  (tests\_planned\test_wandb_integration.py:451)


test_certificates.sample_proof  (tests\_planned\tools\test_certificates.py:28)


test_certificates.temp_dir  (tests\_planned\tools\test_certificates.py:43)


test_certificates.generator  (tests\_planned\tools\test_certificates.py:53)


test_certificates.TestCertificateGenerator  (tests\_planned\tools\test_certificates.py:58)


test_certificates.TestBatchCertificateGenerator  (tests\_planned\tools\test_certificates.py:241)


test_certificates.TestFormatProofData  (tests\_planned\tools\test_certificates.py:358)


test_certificates.TestCertificateID  (tests\_planned\tools\test_certificates.py:388)


test_certificates.TestCLI  (tests\_planned\tools\test_certificates.py:417)


test_certificates.TestPerformance  (tests\_planned\tools\test_certificates.py:428)


test_certificates.test_init_default_config  (tests\_planned\tools\test_certificates.py:61)


test_certificates.test_init_custom_config  (tests\_planned\tools\test_certificates.py:68)


test_certificates.test_generate_pdf  (tests\_planned\tools\test_certificates.py:78)


test_certificates.test_generate_html  (tests\_planned\tools\test_certificates.py:87)


test_certificates.test_generate_svg  (tests\_planned\tools\test_certificates.py:100)


test_certificates.test_auto_filename  (tests\_planned\tools\test_certificates.py:113)


test_certificates.test_custom_title  (tests\_planned\tools\test_certificates.py:123)


test_certificates.test_all_templates  (tests\_planned\tools\test_certificates.py:135)


test_certificates.test_custom_branding  (tests\_planned\tools\test_certificates.py:154)


test_certificates.test_qr_code_enabled  (tests\_planned\tools\test_certificates.py:175)


test_certificates.test_qr_code_disabled  (tests\_planned\tools\test_certificates.py:186)


test_certificates.test_multilanguage  (tests\_planned\tools\test_certificates.py:197)


test_certificates.test_quantum_safe_proof  (tests\_planned\tools\test_certificates.py:219)


test_certificates.sample_proofs  (tests\_planned\tools\test_certificates.py:245)


test_certificates.test_batch_generation_zip  (tests\_planned\tools\test_certificates.py:262)


test_certificates.test_batch_generation_directory  (tests\_planned\tools\test_certificates.py:277)


test_certificates.test_batch_with_index  (tests\_planned\tools\test_certificates.py:295)


test_certificates.test_batch_naming_pattern  (tests\_planned\tools\test_certificates.py:319)


test_certificates.test_comparison_report  (tests\_planned\tools\test_certificates.py:337)


test_certificates.test_format_proof_result  (tests\_planned\tools\test_certificates.py:361)


test_certificates.test_format_with_content_preview  (tests\_planned\tools\test_certificates.py:370)


test_certificates.test_unique_ids  (tests\_planned\tools\test_certificates.py:391)


test_certificates.test_deterministic_ids  (tests\_planned\tools\test_certificates.py:403)


test_certificates.test_cli_import  (tests\_planned\tools\test_certificates.py:420)


test_certificates.test_single_pdf_performance  (tests\_planned\tools\test_certificates.py:431)


test_certificates.test_batch_performance  (tests\_planned\tools\test_certificates.py:440)


test_certificates.generate  (tests\_planned\tools\test_certificates.py:433)


test_certificates.generate_batch  (tests\_planned\tools\test_certificates.py:456)


test_liger_optimization.TestLigerOptimizationConfig  (tests\_planned\training\test_liger_optimization.py:26)


test_liger_optimization.TestMemoryStatsCollector  (tests\_planned\training\test_liger_optimization.py:61)


test_liger_optimization.TestEstimateMemorySavings  (tests\_planned\training\test_liger_optimization.py:93)


test_liger_optimization.TestApplyLigerToTrainerConfig  (tests\_planned\training\test_liger_optimization.py:132)


test_liger_optimization.TestGetLigerKernelInfo  (tests\_planned\training\test_liger_optimization.py:156)


test_liger_optimization.TestApplyLigerOptimization  (tests\_planned\training\test_liger_optimization.py:193)


test_liger_optimization.TestEnableLigerInTrainingScript  (tests\_planned\training\test_liger_optimization.py:235)


test_liger_optimization.TestIntegrationScenarios  (tests\_planned\training\test_liger_optimization.py:256)


test_liger_optimization.TestGPUIntegration  (tests\_planned\training\test_liger_optimization.py:296)


test_liger_optimization.test_default_config  (tests\_planned\training\test_liger_optimization.py:29)


test_liger_optimization.test_custom_config  (tests\_planned\training\test_liger_optimization.py:42)


test_liger_optimization.test_disabled_collector  (tests\_planned\training\test_liger_optimization.py:64)


test_liger_optimization.test_reduction_calculation  (tests\_planned\training\test_liger_optimization.py:74)


test_liger_optimization.test_log_stats  (tests\_planned\training\test_liger_optimization.py:83)


test_liger_optimization.test_sft_estimation  (tests\_planned\training\test_liger_optimization.py:96)


test_liger_optimization.test_dpo_estimation  (tests\_planned\training\test_liger_optimization.py:106)


test_liger_optimization.test_orpo_estimation  (tests\_planned\training\test_liger_optimization.py:115)


test_liger_optimization.test_different_model_sizes  (tests\_planned\training\test_liger_optimization.py:123)


test_liger_optimization.test_apply_to_empty_config  (tests\_planned\training\test_liger_optimization.py:135)


test_liger_optimization.test_apply_to_existing_config  (tests\_planned\training\test_liger_optimization.py:142)


test_liger_optimization.test_liger_installed  (tests\_planned\training\test_liger_optimization.py:159)


test_liger_optimization.test_liger_not_installed  (tests\_planned\training\test_liger_optimization.py:182)


test_liger_optimization.test_missing_liger_kernel_raises_error  (tests\_planned\training\test_liger_optimization.py:196)


test_liger_optimization.test_config_defaults_to_none  (tests\_planned\training\test_liger_optimization.py:207)


test_liger_optimization.test_model_type_detection  (tests\_planned\training\test_liger_optimization.py:221)


test_liger_optimization.test_function_signature  (tests\_planned\training\test_liger_optimization.py:238)


test_liger_optimization.test_memory_savings_workflow  (tests\_planned\training\test_liger_optimization.py:259)


test_liger_optimization.test_config_creation_workflow  (tests\_planned\training\test_liger_optimization.py:276)


test_liger_optimization.test_liger_kernel_available  (tests\_planned\training\test_liger_optimization.py:303)


test_verification_aware_rlhf.TestVerificationAwareRLHF  (tests\_planned\training\test_verification_aware_rlhf.py:20)


test_verification_aware_rlhf.TestVerificationRewardConfig  (tests\_planned\training\test_verification_aware_rlhf.py:122)


test_verification_aware_rlhf.verification_engine  (tests\_planned\training\test_verification_aware_rlhf.py:24)


test_verification_aware_rlhf.model  (tests\_planned\training\test_verification_aware_rlhf.py:29)


test_verification_aware_rlhf.trainer  (tests\_planned\training\test_verification_aware_rlhf.py:34)


test_verification_aware_rlhf.test_init  (tests\_planned\training\test_verification_aware_rlhf.py:42)


test_verification_aware_rlhf.test_compute_verification_reward  (tests\_planned\training\test_verification_aware_rlhf.py:48)


test_verification_aware_rlhf.test_compute_verification_reward_with_task_correctness  (tests\_planned\training\test_verification_aware_rlhf.py:58)


test_verification_aware_rlhf.test_estimate_proof_depth  (tests\_planned\training\test_verification_aware_rlhf.py:69)


test_verification_aware_rlhf.test_generate_responses  (tests\_planned\training\test_verification_aware_rlhf.py:77)


test_verification_aware_rlhf.test_compute_values  (tests\_planned\training\test_verification_aware_rlhf.py:85)


test_verification_aware_rlhf.test_train_step  (tests\_planned\training\test_verification_aware_rlhf.py:94)


test_verification_aware_rlhf.test_get_training_stats  (tests\_planned\training\test_verification_aware_rlhf.py:110)


test_verification_aware_rlhf.test_default_config  (tests\_planned\training\test_verification_aware_rlhf.py:125)


test_verification_aware_rlhf.test_custom_config  (tests\_planned\training\test_verification_aware_rlhf.py:135)


test_verification_aware_rlhf.compute_task_correctness  (tests\_planned\training\test_verification_aware_rlhf.py:100)