primus.cli package

Subpackages

• primus.cli.analyze package
  • Submodules
    • primus.cli.analyze.analysis module
      • PromptAnalysisResult
      • PromptAnalyzer
      • analyze_score_feedback()
      • analyze_topics()
• primus.cli.auth package
  • Submodules
    • primus.cli.auth.commands module
• primus.cli.batch package
  • Submodules
    • primus.cli.batch.operations module
      • get_batch_jobs_for_processing()
      • get_file_path()
      • get_output_dir()
      • get_scoring_jobs_for_batch()
      • select_sample()
      • submit_batch_to_openai()
• primus.cli.bertopic package
  • analyze_topics()
  • inspect_data()
  • test_ollama_chat()
  • transform_transcripts()
  • transform_transcripts_itemize()
  • transform_transcripts_llm()
• primus.cli.chat package
  • Submodules
    • primus.cli.chat.chats module
• primus.cli.cost package
  • Submodules
    • primus.cli.cost.analysis module
• primus.cli.data package
  • Submodules
    • primus.cli.data.operations module
      • NumpyEncoder
      • VectorizerLogger
      • analyze_question()
      • analyze_scorecard()
      • compute_shap_feature_importances()
      • preprocess_text()
• primus.cli.data_lake package
  • Submodules
    • primus.cli.data_lake.operations module
• primus.cli.dataset package
  • Submodules
    • primus.cli.dataset.curation module
      • build_associated_dataset_from_feedback_window()
      • build_associated_dataset_from_vetted_feedback_items()
      • build_associated_dataset_from_vetted_report()
      • collect_qualifying_feedback_items()
      • resolve_score_valid_classes_from_score_yaml()
    • primus.cli.dataset.datasets module
      • apply_item_pipeline_to_dataframe()
      • build_associated_dataset_from_feedback_ids()
      • create_client()
      • create_initial_data_source_version()
      • get_amplify_bucket()
• primus.cli.evaluation package
  • Submodules
    • primus.cli.evaluation.evaluations module
      • assert_dataset_materialized_for_accuracy()
      • build_dataset_materialization_failure_message()
      • check_dict_serializability()
      • create_client()
      • format_confusion_matrix_summary()
      • get_amplify_bucket()
      • get_csv_samples()
      • get_data_driven_samples()
      • get_dataset_by_id()
      • get_latest_accuracy_evaluation_for_score_since()
      • get_latest_associated_dataset_for_score()
      • get_latest_dataset_for_data_source()
      • get_latest_score_version()
      • is_json_serializable()
      • list_associated_datasets_for_score()
      • load_configuration_from_yaml_file()
      • load_samples_from_cloud_dataset()
      • load_scorecard_from_api()
      • load_scorecard_from_yaml_files()
      • log_scorecard_configurations()
      • lookup_data_source()
      • resolve_cloud_dataset_sample_limit()
      • resolve_primary_score_id_for_accuracy()
      • resolve_score_external_id_to_uuid()
      • score_text_wrapper()
      • truncate_dict_strings()
      • validate_dataset_materialization()
• primus.cli.execute package
  • Submodules
    • primus.cli.execute.execute module
      • Usage
• primus.cli.feedback package
  • Submodules
    • primus.cli.feedback.commands module
    • primus.cli.feedback.feedback_commands module
    • primus.cli.feedback.feedback_info module
      • display_feedback_item()
      • format_datetime()
      • get_feedback_stats()
      • get_recent_feedback_items()
      • truncate_text()
    • primus.cli.feedback.feedback_invalidation module
      • FeedbackInvalidationError
      • invalidate_feedback_item()
      • list_invalid_feedback_items_for_score()
      • reinstate_feedback_item()
      • reinstate_invalid_feedback_items_for_score()
      • resolve_feedback_item_for_invalidation()
      • serialize_feedback_item()
    • primus.cli.feedback.feedback_invalidation_command module
    • primus.cli.feedback.feedback_report module
    • primus.cli.feedback.feedback_search module
      • build_date_filter()
      • fetch_feedback_items_fallback()
      • fetch_feedback_items_with_gsi()
      • find_feedback_async()
      • format_feedback_item_yaml()
      • prioritize_feedback_with_edit_comments()
    • primus.cli.feedback.feedback_service module
      • FeedbackItemSummary
      • FeedbackSearchContext
      • FeedbackSearchResult
      • FeedbackService
      • FeedbackSummaryResult
    • primus.cli.feedback.feedback_summary module
    • primus.cli.feedback.report_runner module
      • build_feedback_alignment_timeline_report_blocks()
      • build_window_config()
      • feedback_alignment_methodology_lines()
      • run_feedback_alignment_timeline_report()
      • run_feedback_report_block()
• primus.cli.item package
  • Submodules
    • primus.cli.item.items module
      • find_item_by_any_identifier()
      • format_datetime()
      • format_feedback_items_content()
      • format_item_content()
      • format_score_results_content()
      • get_feedback_items_for_item()
      • get_score_results_for_item()
• primus.cli.metrics package
  • Submodules
    • primus.cli.metrics.aggregation module
      • BucketCounter
      • align_to_bucket()
      • classify_feedback_record()
      • count_feedback_records_efficiently()
      • count_records_efficiently()
      • dedupe_feedback_records()
      • get_feedback_record_timestamp()
      • parse_iso_datetime()
      • query_records_for_counting()
    • primus.cli.metrics.commands module
      • get_account_id_from_env()
      • is_feedback_record_type()
      • metric_count_lookup_key()
    • primus.cli.metrics.time_utils module
      • format_time_range()
      • get_calendar_hour_range()
      • get_time_range_from_args()
      • parse_flexible_time()
• primus.cli.optimization package
  • Submodules
    • primus.cli.optimization.commands module
      • dispatch_optimization_operation()
• primus.cli.prediction package
  • Submodules
    • primus.cli.prediction.predictions module
      • create_feedback_comparison()
      • get_score_instance()
      • handle_exception()
      • output_excel()
      • output_yaml_prediction_results()
      • persist_prediction_score_result()
      • predict_impl()
      • predict_score_impl()
      • predict_score_with_individual_loading()
      • select_sample()
• primus.cli.procedure package
  • Subpackages
    • primus.cli.procedure.lua_dsl package
      • LuaDSLRuntime
      • Subpackages
      • Submodules
    • primus.cli.procedure.tactus_adapters package
      • OptimizerExternalChildResolver
      • PrimusChatAdapter
      • PrimusHITLAdapter
      • PrimusStorageAdapter
      • PrimusTraceSink
      • TerminalHITLAdapter
      • Submodules
  • Submodules
    • primus.cli.procedure.builtin_procedures module
      • BuiltinProcedureSpec
      • get_builtin_procedure_spec()
      • get_builtin_procedure_yaml()
      • get_console_chat_policy_contract()
      • is_builtin_procedure_id()
    • primus.cli.procedure.chat_recorder module
      • LangChainChatRecorderHook
      • ProcedureChatRecorder
      • truncate_for_log()
    • primus.cli.procedure.continuation_service module
      • build_continuation_context()
      • prepare_branch()
      • prepare_continuation()
    • primus.cli.procedure.conversation_filter module
      • ConversationFilter
      • ConversationFilterBase
      • ManagerAgentConversationFilter
      • SOPAgentConversationFilter
      • TokenAwareConversationFilter
      • WorkerAgentConversationFilter
    • primus.cli.procedure.conversation_utils module
      • ConversationUtils
    • primus.cli.procedure.logging_utils module
      • capture_llm_context_for_agent()
      • capture_tactus_dspy_context_for_agent()
      • log_agent_response()
      • log_chat_history_for_agent()
      • log_filtered_vs_full_history()
      • log_tool_execution()
      • reduce_debug_noise()
      • truncate_log_message()
    • primus.cli.procedure.mcp_adapter module
      • LangChainMCPAdapter
      • convert_mcp_tools_to_langchain()
    • primus.cli.procedure.mcp_tool module
      • MCPTool
    • primus.cli.procedure.mcp_transport module
      • EmbeddedMCPServer
      • InProcessMCPTransport
      • MCPResourceInfo
      • MCPToolInfo
      • ProcedureMCPClient
      • create_procedure_mcp_server()
    • primus.cli.procedure.model_config module
      • ModelConfig
      • ModelConfigs
      • create_configured_llm()
    • primus.cli.procedure.model_performance_frontier module
      • FrontierVariant
      • apply_override()
      • build_result_row()
      • build_variants()
      • compact_report_envelope()
      • mark_pareto_frontier()
      • render_artifacts()
    • primus.cli.procedure.parameter_parser module
      • ParameterDefinition
      • ProcedureParameterParser
    • primus.cli.procedure.procedure_executor module
      • ProcedureExecutionCancelled
      • execute_procedure()
    • primus.cli.procedure.procedures module
    • primus.cli.procedure.reset_service module
      • clone_state_for_branch()
      • reset_checkpoints()
      • reset_checkpoints_only()
    • primus.cli.procedure.resume_service module
      • resume_all_pending()
      • resume_procedure()
    • primus.cli.procedure.scheduled_continuation module
      • canonical_time_wait_request()
      • time_wait_is_due()
    • primus.cli.procedure.scorecard_model_retarget module
      • plan_score_retarget()
    • primus.cli.procedure.service module
      • ProcedureCreationResult
      • ProcedureInfo
      • ProcedureService
    • primus.cli.procedure.stale_timeout module
      • launch_async_stale_timeout_scan()
      • timeout_stale_procedures()
    • primus.cli.procedure.state_machine module
      • ProcedureStateMachine
      • create_state_machine()
      • get_valid_transitions()
      • is_valid_transition()
    • primus.cli.procedure.state_machine_stages module
      • get_alignment_optimizer_stage_configs()
      • get_stage_names_from_state_machine()
      • get_stages_from_state_machine()
      • parse_state_machine_from_yaml()
    • primus.cli.procedure.states module
      • get_next_states()
      • is_valid_state()
      • is_valid_transition()
    • primus.cli.procedure.tactus_runtime_controls module
      • apply_default_agent_request_timeout()
      • llm_request_timeout_seconds()
    • primus.cli.procedure.test_builtin_procedures module
      • test_builtin_console_portfolio_read_does_not_force_a_second_agent_invocation()
      • test_builtin_console_procedure_allows_scorecard_wide_deictic_analysis()
      • test_builtin_console_procedure_consumes_score_disambiguation_followups()
      • test_builtin_console_procedure_disambiguates_deictic_score_references()
      • test_builtin_console_procedure_guards_against_uuid_only_replies()
      • test_builtin_console_procedure_prompt_blocks_direct_score_code_update()
      • test_builtin_console_procedure_prompt_contains_nontechnical_intent_routing()
      • test_builtin_console_procedure_prompt_enforces_score_edit_completion_contract()
      • test_builtin_console_procedure_prompt_is_cs_domain_focused()
      • test_builtin_console_procedure_prompt_teaches_docs_primitives()
      • test_builtin_console_procedure_prompt_teaches_guidelines_validation_runtime_helper()
      • test_builtin_console_procedure_prompt_teaches_planning_mode_contract()
      • test_builtin_console_procedure_prompt_teaches_prediction_contract()
      • test_builtin_console_procedure_prompt_teaches_report_dispatch_contract()
      • test_builtin_console_procedure_prompt_teaches_runtime_post_submit_smoke_test()
      • test_builtin_console_procedure_prompt_teaches_skill_discovery()
      • test_builtin_console_procedure_prompt_treats_read_only_exact_ids_as_targeted()
      • test_builtin_console_procedure_version_is_current()
      • test_builtin_console_procedure_yaml_contains_tactus_source()
      • test_builtin_console_prompt_completes_read_only_feedback_alignment_without_reports()
      • test_builtin_storage_adapter_uses_in_memory_metadata()
      • test_is_builtin_procedure_id()
      • test_run_procedure_builtin_passes_console_context_overrides()
      • test_run_procedure_builtin_routes_to_tactus_executor()
      • test_run_procedure_builtin_skips_mcp_server_when_disabled()
      • test_service_get_procedure_yaml_uses_builtin_without_db_lookup()
    • primus.cli.procedure.test_chat_recorder_account_resolution module
      • test_end_session_supports_legacy_status_positional_call()
      • test_end_session_supports_tactus_signature_with_session_id()
      • test_get_console_session_history_merges_truncated_snapshot_with_db()
      • test_get_console_session_history_prefers_db_when_snapshot_lacks_assistant_context()
      • test_get_console_session_history_prefers_snapshot_over_db_when_both_exist()
      • test_get_console_session_history_returns_filtered_messages()
      • test_get_console_session_history_uses_client_snapshot_when_server_history_is_stale()
      • test_get_latest_console_trigger_message_prefers_dispatch_task()
      • test_get_latest_console_trigger_message_prefers_inline_trigger_content()
      • test_get_latest_console_trigger_message_returns_chat_content()
      • test_get_latest_console_trigger_message_uses_dispatch_task_when_account_context_mismatches()
      • test_get_steering_messages_returns_completed_flat_filtered_rows()
      • test_get_steering_messages_returns_flat_filtered_rows()
      • test_record_message_injects_optimizer_bot_attribution_for_runtime_user_chat()
      • test_record_message_preserves_existing_user_attribution_metadata()
      • test_record_message_uses_chat_stream_retry_policy()
      • test_resolve_account_id_falls_back_to_client_resolver()
      • test_resolve_account_id_prefers_context()
      • test_resolve_account_id_uses_procedure_record()
      • test_start_session_creates_console_category_when_console_trigger_missing_session_id()
      • test_start_session_ignores_stale_console_metadata_when_latest_task_is_not_console()
      • test_start_session_prefers_dispatch_task_console_metadata()
      • test_start_session_reuses_console_session_from_task_metadata()
      • test_start_session_reuses_explicit_console_session_from_context()
      • test_start_session_reuses_waiting_session_and_continues_sequence()
      • test_start_session_sets_optimizer_name_on_create()
      • test_start_session_updates_existing_optimizer_session_name_when_blank()
      • test_start_session_uses_dispatch_task_console_metadata_when_account_resolution_is_stale()
    • primus.cli.procedure.test_continuation_service module
      • test_build_continuation_context_recovers_baseline_params_and_state_ids()
      • test_build_continuation_context_uses_names_when_ids_missing()
      • test_prepare_branch_persists_verified_code_attachment_without_s3()
    • primus.cli.procedure.test_feedback_alignment_optimizer_config module
      • test_feedback_investment_policy_keeps_weekly_volume_non_blocking()
      • test_optimizer_accepts_exact_feedback_cohort_in_a_different_order()
      • test_optimizer_baseline_feedback_runs_score_rubric_consistency_check()
      • test_optimizer_cli_computes_frozen_feedback_window()
      • test_optimizer_contradictions_analysis_honors_requested_sample_cap()
      • test_optimizer_contradictions_reports_use_active_score_version_cache_key()
      • test_optimizer_creative_cookbook_is_isolated_to_creative_lane()
      • test_optimizer_disqualifies_single_class_predictions_on_multiclass_cohort()
      • test_optimizer_does_not_treat_elapsed_or_inactive_time_as_evaluation_failure()
      • test_optimizer_normal_cookbook_emphasizes_rubric_policy_before_mechanics()
      • test_optimizer_preserves_terminal_failed_evaluation_as_candidate_rejection_evidence()
      • test_optimizer_recovers_exact_terminal_evaluation_when_handle_payload_omits_id()
      • test_optimizer_rejects_feedback_cohort_membership_or_duplicate_changes()
      • test_optimizer_rejects_terminally_failed_candidate_without_marking_evidence_missing()
      • test_optimizer_requires_a_balanced_regression_dataset()
      • test_optimizer_requires_balanced_regression_cohort_without_unbalanced_fallback()
      • test_optimizer_resume_reuses_regression_baseline_dataset_provenance()
      • test_optimizer_review_gate_uses_prediction_mode_collapse_as_disqualifier()
      • test_optimizer_skill_documents_three_phase_rubric_memory_sop()
      • test_optimizer_skill_preserves_complete_runs_and_one_cohort_selection_path()
      • test_optimizer_skill_routes_portfolio_decisions_through_one_shared_toolchain()
      • test_optimizer_sme_gate_refreshes_rubric_memory_for_active_version()
      • test_optimizer_startup_requests_recent_rubric_memory()
      • test_optimizer_startup_requests_retrieval_only_rubric_memory()
      • test_optimizer_structural_cookbook_includes_late_prompt_shape_lane()
      • test_optimizer_synthesis_is_fail_closed_against_the_current_cycle_leader()
      • test_optimizer_synthesis_pins_model_without_reviewed_justification()
      • test_optimizer_waits_for_a_terminal_evaluation_state_without_a_time_deadline()
      • test_optimizer_yaml_adds_creative_hypothesis_after_third_cycle()
      • test_optimizer_yaml_adds_plateau_lanes_on_top_of_protected_lanes()
      • test_optimizer_yaml_adds_report_phase_markers_for_context_capture()
      • test_optimizer_yaml_avoids_double_counting_after_cycle_record_and_formats_cycle_prompt_with_cycle_number()
      • test_optimizer_yaml_bounds_parallel_evaluation_processes()
      • test_optimizer_yaml_bounds_report_context_and_output_shapes()
      • test_optimizer_yaml_builds_agent_recurrence_context_with_emerging_items()
      • test_optimizer_yaml_declares_persisted_cost_ledger_output()
      • test_optimizer_yaml_declares_the_winning_version_in_its_persisted_output()
      • test_optimizer_yaml_deduplicates_submitted_candidate_records()
      • test_optimizer_yaml_defines_dedicated_reporting_agents()
      • test_optimizer_yaml_defines_safe_encode_for_score_test_failure_details()
      • test_optimizer_yaml_does_not_retry_cannot_improve_as_a_fallback()
      • test_optimizer_yaml_escalates_plateaus_instead_of_stopping_or_shrinking()
      • test_optimizer_yaml_fails_fast_on_infrastructure_submit_errors()
      • test_optimizer_yaml_final_reports_do_not_block_optimizer_completion()
      • test_optimizer_yaml_flags_repeated_strongly_harmful_hypothesis_territory_without_erasing_lane()
      • test_optimizer_yaml_freezes_feedback_window_instead_of_stopping_on_new_feedback()
      • test_optimizer_yaml_freezes_fresh_regression_dataset_for_all_candidate_evaluations()
      • test_optimizer_yaml_gates_sme_questions_with_rubric_memory()
      • test_optimizer_yaml_handles_semantically_unchanged_submit_errors()
      • test_optimizer_yaml_hypotheses_must_account_for_recurrence_targets()
      • test_optimizer_yaml_ignores_code_editor_prose_after_terminal_tools()
      • test_optimizer_yaml_injects_agent_recurrence_context_into_reasoning_paths()
      • test_optimizer_yaml_is_valid_lua_after_exact_cohort_wiring()
      • test_optimizer_yaml_keeps_bold_lane_and_uses_escalation_advisor()
      • test_optimizer_yaml_logs_auditable_recurrence_context_fingerprint()
      • test_optimizer_yaml_marks_one_cycle_runs_as_verification_only()
      • test_optimizer_yaml_marks_report_failures_as_terminal_without_losing_cycle_state()
      • test_optimizer_yaml_never_promotes_champion_and_reports_manual_follow_up()
      • test_optimizer_yaml_passes_code_editor_context_inline_without_history_injection()
      • test_optimizer_yaml_persists_configured_max_iterations_for_reporting()
      • test_optimizer_yaml_persists_no_feedback_terminal_summary()
      • test_optimizer_yaml_persists_structured_already_good_result_before_early_return()
      • test_optimizer_yaml_preprocessing_guidance_starts_with_broad_relevant_windows()
      • test_optimizer_yaml_protects_mechanically_clean_prompt_lines_after_repair()
      • test_optimizer_yaml_protects_structural_lane_from_rubric_candidate_cap()
      • test_optimizer_yaml_rebaselines_continuations_when_feedback_target_advanced()
      • test_optimizer_yaml_records_recurrence_for_failed_no_synthesis_cycles()
      • test_optimizer_yaml_records_sample_size_diagnostics()
      • test_optimizer_yaml_records_visible_synthesis_decision_when_no_version_is_evaluated()
      • test_optimizer_yaml_rejects_aggregate_gains_that_regress_protected_recall()
      • test_optimizer_yaml_rejects_incomplete_candidate_evaluation_batches()
      • test_optimizer_yaml_rejects_non_completed_evaluation_handles()
      • test_optimizer_yaml_replays_and_verifies_exact_recent_feedback_cohort()
      • test_optimizer_yaml_requires_requested_rows_for_cached_regression_dataset()
      • test_optimizer_yaml_routes_report_generation_to_reporting_agents()
      • test_optimizer_yaml_routes_unresolved_placeholders_to_mechanical_repair_lane()
      • test_optimizer_yaml_runs_contradictions_directly_without_background_dispatch()
      • test_optimizer_yaml_runs_diagnostic_synthesis_when_no_hypothesis_has_positive_signal()
      • test_optimizer_yaml_skips_invalid_synthesis_strategy_selection()
      • test_optimizer_yaml_skips_scores_with_no_recent_feedback_baseline()
      • test_optimizer_yaml_strategy_b_uses_clean_starting_point_when_baseline_is_mechanically_dirty()
      • test_optimizer_yaml_treats_cycle_errors_as_terminal_and_does_not_extend_iteration_cap()
      • test_optimizer_yaml_treats_interruption_as_terminal_not_retryable()
      • test_optimizer_yaml_uses_canonical_runtime_documentation_and_stages()
      • test_optimizer_yaml_uses_central_agent_steering_not_mailbox_polling()
      • test_optimizer_yaml_uses_dedicated_hypothesis_planner_and_agent_model_overrides()
      • test_optimizer_yaml_uses_lane_specific_cookbooks()
      • test_optimizer_yaml_uses_required_report_phase_helper_for_all_report_llm_calls()
      • test_optimizer_yaml_uses_safe_tool_call_arg_helper_instead_of_direct_args_dereferences()
      • test_optimizer_yaml_uses_shared_score_version_test_tool()
      • test_optimizer_yaml_uses_utf8_safe_truncation_without_byte_slicing()
      • test_optimizer_yaml_writes_planning_context_to_platform_tmp_directory()
    • primus.cli.procedure.test_insights_hypothesis_transition module
      • test_continue_iteration_callback()
      • test_full_insights_to_hypothesis_cycle()
      • test_hypothesis_phase_after_insights()
      • test_insights_can_finish_or_continue()
      • test_insights_to_hypothesis_transition_exists()
      • test_state_machine_transition_map_includes_insights_to_hypothesis()
    • primus.cli.procedure.test_local_scheduled_continuation module
      • test_direct_local_run_fails_closed_on_malformed_scheduled_boundary()
      • test_direct_local_run_waits_and_continues_the_exact_deferred_procedure()
      • test_nonlocal_run_leaves_scheduled_continuation_to_its_dispatch_host()
    • primus.cli.procedure.test_mcp_transport module
      • TestConvenienceFunctions
      • TestEmbeddedMCPServer
      • TestInProcessMCPTransport
      • TestIntegrationScenarios
      • TestProcedureMCPClient
      • test_advance_task_to_stage_by_name_uses_long_running_retry_policy()
      • test_update_stage_progress_uses_long_running_retry_policy()
      • test_update_stage_status_message_refreshes_runtime_heartbeat()
    • primus.cli.procedure.test_model_performance_frontier module
      • test_apply_override_rejects_wrong_container_type()
      • test_build_result_row_combines_cost_per_processed_item_and_feedback_ac1_axis()
      • test_build_variants_accepts_json_string_candidate_matrix_from_cli_params()
      • test_build_variants_allows_explicit_node_overrides()
      • test_build_variants_extracts_current_tactus_score_model_from_code()
      • test_build_variants_includes_current_first_and_deduplicates_semantic_matches()
      • test_build_variants_preserves_tactus_classifyprocedure_local_controls()
      • test_build_variants_supports_project_type_ai_root_model_fields()
      • test_build_variants_supports_tactus_score_default_model_and_runtime_controls()
      • test_mark_pareto_frontier_marks_only_non_dominated_rows()
      • test_procedure_yaml_declares_contract_and_specification()
      • test_render_artifacts_and_compact_envelope_are_report_attachment_ready()
    • primus.cli.procedure.test_optimization_portfolio_run_config module
      • test_checked_in_portfolio_replays_defer_before_retrying_publication()
      • test_portfolio_run_procedure_cannot_complete_when_the_report_orchestrator_failed()
      • test_portfolio_run_procedure_defers_retryable_publication_and_only_returns_explicit_terminals()
      • test_portfolio_run_procedure_durably_waits_for_exact_optimizer_children()
      • test_portfolio_run_procedure_uses_the_single_runtime_orchestrator_and_structured_human_review()
      • test_semantic_budget_operator_docs_require_release_order_and_read_only_pilot()
    • primus.cli.procedure.test_optimizer_child_lifecycle_integration module
      • test_yaml_tactus_resolver_and_portfolio_use_one_canonical_identity_across_successive_any_wakes()
    • primus.cli.procedure.test_phase_agent module
      • TestPhaseAgent
    • primus.cli.procedure.test_procedure_executor_compat module
      • test_console_tactus_bridges_mcp_tools_into_toolset_registry()
      • test_execute_tactus_applies_agent_model_overrides_from_context()
      • test_execute_tactus_applies_child_depth_budget_to_runtime_source()
      • test_execute_tactus_completes_stages_only_on_success()
      • test_execute_tactus_does_not_duplicate_response_when_trace_already_has_same_assistant_text()
      • test_execute_tactus_does_not_record_result_response_when_trace_has_different_assistant_text()
      • test_execute_tactus_fails_explicitly_when_a_portfolio_wait_requires_an_unavailable_tactus_api()
      • test_execute_tactus_fails_when_child_budget_cost_is_exceeded()
      • test_execute_tactus_forwards_procedure_task_context_to_primus_runtime_module()
      • test_execute_tactus_hydrates_context_from_params_values()
      • test_execute_tactus_initializes_embedded_mcp_transport()
      • test_execute_tactus_injects_array_params_as_parseable_lua_and_preserves_values()
      • test_execute_tactus_injects_console_session_history_into_runtime_context()
      • test_execute_tactus_injects_console_trigger_message_into_runtime_context()
      • test_execute_tactus_injects_deterministic_score_edit_audit_block()
      • test_execute_tactus_injects_deterministic_score_edit_audit_from_trace_sink()
      • test_execute_tactus_maps_documented_outputs_to_runtime_output()
      • test_execute_tactus_marks_stages_failed_when_runtime_raises()
      • test_execute_tactus_marks_stages_failed_when_runtime_returns_failure()
      • test_execute_tactus_marks_stages_failed_when_runtime_returns_wrapped_failure()
      • test_execute_tactus_passes_chat_recorder_when_supported()
      • test_execute_tactus_persists_inference_costs_from_cost_events()
      • test_execute_tactus_preserves_native_child_wait_without_failing_stages()
      • test_execute_tactus_preserves_native_time_wait_without_failing_stages()
      • test_execute_tactus_preserves_persisted_human_wait_without_failing_stages()
      • test_execute_tactus_records_result_response_when_trace_has_no_assistant_messages()
      • test_execute_tactus_sets_chat_recorder_account_id_from_runtime_context()
      • test_execute_tactus_skips_chat_recorder_console_lookups_when_context_provides_values()
      • test_execute_tactus_stops_before_runtime_when_task_cancelled()
      • test_execute_tactus_streams_many_chunks_without_loss()
      • test_execute_tactus_streams_via_log_handler_without_trace_sink_constructor()
      • test_execute_tactus_supports_legacy_runtime_without_trace_sink()
      • test_execute_tactus_synthesizes_assistant_message_for_legacy_chat_runtime()
      • test_execute_tactus_wires_the_supported_external_child_resolver_for_a_portfolio_wait()
      • test_invalid_tactus_request_timeout_uses_safe_default()
      • test_score_change_audit_calls_out_guidelines_only_candidate()
      • test_scorecard_create_dry_run_skips_approval()
      • test_shipped_tactus_procedures_use_callable_agent_api()
      • test_tactus_agent_request_timeout_uses_supported_agent_config()
      • test_tactus_json_serializes_pydantic_events_without_error_log()
      • test_trace_bridge_consumes_supported_agent_lifecycle_events()
      • test_trace_bridge_forwards_cost_events_to_trace_sink()
    • primus.cli.procedure.test_procedure_optimize_cli_result module
      • LuaTableLike
      • test_lua_to_python_converts_contiguous_one_based_tables_to_lists()
      • test_lua_to_python_converts_nested_iterations_to_list()
      • test_lua_to_python_preserves_non_contiguous_numeric_key_dicts()
      • test_lua_to_python_preserves_string_key_dicts()
      • test_optimize_creates_task_stages_matching_optimizer_progress()
      • test_optimize_json_preserves_persisted_total_cost_ledger()
      • test_optimize_passes_candidate_count_and_parent_cost_budget()
      • test_optimize_passes_configured_evaluation_stall_timeout_to_procedure()
      • test_optimize_resume_recent_eval_fails_closed_without_window_provenance()
      • test_optimize_resume_recent_eval_reuses_frozen_feedback_window()
      • test_optimize_table_summary_handles_lua_style_iteration_result()
    • primus.cli.procedure.test_procedure_run_params module
      • test_existing_procedure_run_enters_direct_local_continuation_path()
      • test_resolve_procedure_yaml_path_fails_for_missing_file()
      • test_resolve_procedure_yaml_path_finds_repository_asset_from_runtime_directory()
      • test_set_parameter_parser_leaves_malformed_structured_text_visible()
      • test_set_parameter_parser_preserves_existing_scalar_coercion()
      • test_set_parameter_parser_preserves_json_arrays_and_nested_objects()
      • test_yaml_procedure_run_executes_from_worker_runtime_directory()
    • primus.cli.procedure.test_reset_service module
      • test_clone_state_for_branch_clears_costs_and_runtime_mailbox_state()
      • test_reset_checkpoints_only_counts_execution_log_and_preserves_state()
    • primus.cli.procedure.test_resume_service module
      • test_pending_external_child_checkpoint_loader_accepts_only_exact_replay_position()
      • test_pending_time_checkpoint_loader_uses_actual_tactus_checkpoint_shape()
      • test_recovery_rejects_nonexclusive_parent_or_changed_wait_boundary()
      • test_recovery_repairs_checkpoint_first_crash_before_rearming()
      • test_recovery_repairs_procedure_first_crash_then_rearms_only_after_exact_terminal_child()
      • test_resume_all_exhaustively_scans_later_pages_before_resuming()
      • test_resume_all_fails_closed_on_repeated_pagination_token()
      • test_resume_all_fails_closed_when_a_later_page_fails()
      • test_resume_all_includes_child_waits_and_preserves_human_waits()
      • test_resume_all_repairs_exact_running_checkpoint_found_on_later_page()
      • test_resume_uses_local_task_tracked_execution_to_finalize_state()
      • test_time_wait_before_due_and_stale_or_cross_run_boundaries_fail_closed()
      • test_time_wait_claims_the_exact_read_version_after_validating_metadata()
      • test_time_wait_duplicate_claim_dispatches_once()
      • test_time_wait_repairs_checkpoint_first_and_procedure_first_crash_windows()
      • test_time_wait_repairs_procedure_first_crash_without_rewriting_procedure()
      • test_time_wait_resumes_at_the_inclusive_utc_due_time()
      • test_waiting_parent_fails_closed_without_durable_checkpoint_boundary()
      • test_waiting_parent_is_rearmed_only_after_any_exact_child_is_terminal()
      • test_waiting_parent_stays_suspended_when_no_child_is_terminal()
    • primus.cli.procedure.test_score_editor_toolset module
      • FakeMCPClient
      • FakePullMCPClient
      • test_load_content_from_api_fails_clearly_on_invalid_yaml()
      • test_load_content_from_api_normalizes_yaml_before_exposing_it()
      • test_setup_fails_fast_when_direct_yaml_is_invalid()
      • test_setup_normalizes_direct_yaml_content_to_block_scalars()
      • test_setup_normalizes_numeric_external_id_to_string()
      • test_str_replace_editor_supports_guidelines_path()
      • test_submit_score_version_allows_extractor_then_classifier_pattern()
      • test_submit_score_version_omits_unchanged_guidelines_from_update_payload()
      • test_submit_score_version_rejects_classifier_as_extractor_candidate()
      • test_submit_score_version_rejects_semantically_unchanged_yaml()
      • test_submit_score_version_rejects_tactus_lua_syntax_before_creating_version()
      • test_submit_score_version_surfaces_validation_errors_from_envelope()
    • primus.cli.procedure.test_scorecard_model_retarget module
      • test_plan_score_retarget_fails_for_unsupported_classes()
      • test_plan_score_retarget_returns_unchanged_when_target_matches_current()
      • test_plan_score_retarget_updates_langgraph_root_model_fields()
      • test_plan_score_retarget_updates_tactus_default_model_and_runtime_controls()
      • test_scorecard_model_retarget_procedure_declares_contract_and_behavior()
    • primus.cli.procedure.test_service_actor_attribution module
      • test_run_evaluation_for_procedure_passes_parent_client_and_account()
      • test_run_procedure_builtin_wraps_execution_with_runtime_actor_context()
      • test_tactus_execution_options_are_passed_to_procedure_parameters()
    • primus.cli.procedure.test_service_task_creation module
      • TestProcedureTaskCreation
    • primus.cli.procedure.test_service_yaml_loader module
      • test_get_procedure_yaml_loads_verified_code_artifact_when_metadata_is_dict()
      • test_get_procedure_yaml_rejects_legacy_code_pointer_without_integrity_metadata()
    • primus.cli.procedure.test_spec_runner_service module
      • service()
      • test_acceptance_procedure_specs_pass_in_mock_mode()
      • test_spec_runner_fails_on_invalid_yaml()
      • test_spec_runner_fails_when_code_missing()
      • test_spec_runner_fails_when_no_spec_block()
      • test_spec_runner_loads_yaml_from_procedure_id()
      • test_spec_runner_propagates_integration_mode()
      • test_spec_runner_runs_embedded_specs_from_yaml()
    • primus.cli.procedure.test_stale_timeout module
      • test_classify_runtime_process_state_reads_proc_when_ps_is_unavailable()
      • test_timeout_stale_procedures_continues_when_procedure_update_conflicts()
      • test_timeout_stale_procedures_excludes_runs_started_before_lookback()
      • test_timeout_stale_procedures_marks_chat_silent_run_stalled()
      • test_timeout_stale_procedures_skips_fresh_chat_activity()
      • test_timeout_stale_procedures_skips_stale_chat_when_runtime_heartbeat_is_fresh()
      • test_timeout_stale_procedures_skips_waiting_for_human()
      • test_timeout_stale_procedures_skips_when_local_runtime_process_is_active()
      • test_timeout_stale_procedures_times_out_foreign_host_runtime_when_activity_is_stale()
      • test_timeout_stale_procedures_times_out_no_chat_when_started_is_stale()
    • primus.cli.procedure.test_state_machine module
      • test_allowed_transitions_property()
      • test_callbacks_are_called()
      • test_completed_is_final_state()
      • test_error_transitions()
      • test_get_valid_transitions_from_hypothesis()
      • test_get_valid_transitions_from_start()
      • test_invalid_transition_raises_error()
      • test_is_valid_transition_helper()
      • test_recovery_from_error()
      • test_state_machine_initial_state()
      • test_state_machine_resume_from_state()
      • test_valid_transition_evaluation_to_hypothesis()
      • test_valid_transition_hypothesis_to_completed()
      • test_valid_transition_hypothesis_to_test()
      • test_valid_transition_start_to_evaluation()
      • test_valid_transition_test_to_insights()
    • primus.cli.procedure.test_state_machine_stages module
      • test_alignment_optimizer_stages_match_the_procedure_progress_events()
    • primus.cli.procedure.test_storage_metadata_preservation module
      • test_save_procedure_metadata_preserves_runtime_and_failure_fields()
      • test_update_procedure_status_uses_long_running_write_policy()
    • primus.cli.procedure.test_tactus_hitl_adapter module
      • test_cancel_pending_request_uses_long_running_retry_policy()
      • test_check_pending_response_ignores_non_canonical_response_payload()
      • test_request_interaction_creates_pending_message_and_sets_waiting_status()
      • test_request_interaction_returns_response_from_existing_pending_message()
      • test_request_interaction_reuses_existing_unresolved_pending_message()
      • test_structured_hitl_claims_oldest_valid_response_not_latest()
      • test_structured_hitl_conditional_loser_uses_recorded_winner()
      • test_structured_hitl_cross_account_child_fails_closed_without_claiming()
      • test_structured_hitl_expired_or_stale_request_fails_closed()
      • test_structured_hitl_first_valid_same_account_response_claims_pending_parent()
      • test_structured_hitl_skips_schema_invalid_child_and_claims_next_valid_child()
      • test_structured_hitl_uses_existing_pending_message_with_authority_envelope()
    • primus.cli.procedure.test_tactus_integration module
      • mock_primus_client()
      • simple_lua_config()
      • test_tactus_checkpoint_persistence()
      • test_tactus_error_handling()
      • test_tactus_state_persistence()
      • test_tactus_with_primus_adapters()
    • primus.cli.procedure.test_tactus_storage_dashboard_state module
      • test_dashboard_state_keeps_single_cycle_emerging_items_hidden()
      • test_dashboard_state_projects_persistent_recurrence_even_without_repeat_history()
      • test_dashboard_state_projects_recurrence_audit_without_raw_tracker()
      • test_dashboard_state_projects_repeat_active_emerging_recurrence()
    • primus.cli.procedure.test_tactus_storage_graphql_artifacts module
      • test_procedure_code_keeps_legacy_key_and_loads_only_with_integrity_metadata()
      • test_resume_rejects_legacy_pointer_without_checksum_or_size()
      • test_resume_supports_legacy_named_checkpoint_object_format()
      • test_start_checkpoint_stop_and_resume_use_graphql_artifacts_without_s3()
    • primus.cli.procedure.test_tool_explanation_enforcement_simple module
      • TestToolExplanationEnforcement
    • primus.cli.procedure.test_trace_sink module
      • test_trace_sink_captures_compact_score_edit_audit_event()
      • test_trace_sink_captures_console_score_edit_audit_events_from_execute_tactus()
      • test_trace_sink_captures_nested_value_score_edit_audit_event()
      • test_trace_sink_cost_events_attach_to_streamed_assistant_message()
      • test_trace_sink_does_not_attach_zero_cost_placeholder_to_assistant_message()
      • test_trace_sink_does_not_flag_successful_string_tool_output_as_failure()
      • test_trace_sink_does_not_repersist_identical_punctuation_terminated_chunk()
      • test_trace_sink_drops_blank_internal_message_events()
      • test_trace_sink_drops_duplicate_post_stream_assistant_message()
      • test_trace_sink_drops_placeholder_assistant_completion_message()
      • test_trace_sink_ends_session_with_status()
      • test_trace_sink_late_cost_event_updates_recent_assistant_message()
      • test_trace_sink_persists_nested_report_task_id_in_tool_metadata()
      • test_trace_sink_records_assistant_alert_for_failed_tool_result()
      • test_trace_sink_records_modern_tool_call_event_shape()
      • test_trace_sink_records_tool_call_with_structured_payloads()
      • test_trace_sink_skips_dispatch_metadata_lookup_for_builtin_console_procedure()
      • test_trace_sink_skips_dispatch_metadata_lookup_when_disabled()
      • test_trace_sink_stream_chunk_upserts_single_assistant_message()
      • test_trace_sink_stream_completion_finalizes_message_and_tracks_text()
      • test_trace_sink_stream_metadata_contains_latency_markers()
      • test_trace_sink_stream_update_defaults_are_responsive()
      • test_trace_sink_tool_call_message_includes_tool_cost_metadata()
      • test_trace_sink_updates_started_tool_call_from_explicit_tool_response()
    • primus.cli.procedure.tool_calling module
      • call_tool()
      • extract_all_tool_calls()
• primus.cli.record_count package
  • Submodules
    • primus.cli.record_count.counting module
      • resolve_account_id()
• primus.cli.report package
  • Submodules
    • primus.cli.report.action_items module
    • primus.cli.report.config_commands module
    • primus.cli.report.parameter_prompts module
      • collect_parameters_interactively()
      • display_collected_parameters()
      • parse_cli_parameter_options()
      • prompt_boolean()
      • prompt_date_range()
      • prompt_for_parameter()
      • prompt_number()
      • prompt_select()
      • prompt_text()
    • primus.cli.report.report_commands module
    • primus.cli.report.reports module
    • primus.cli.report.utils module
      • build_report_info_table()
      • format_kv()
      • resolve_account_id_for_command()
      • resolve_report()
      • resolve_report_config()
• primus.cli.result package
  • Submodules
    • primus.cli.result.results module
      • format_datetime()
      • format_score_result()
      • resolve_score_identifier()
      • resolve_scorecard_identifier()
• primus.cli.rubric_memory package
  • Submodules
    • primus.cli.rubric_memory.commands module
• primus.cli.score package
  • ScoreService
    • ScoreService.__init__()
    • ScoreService.delete_score()
    • ScoreService.find_scores_by_pattern()
    • ScoreService.get_score_details()
    • ScoreService.resolve_scorecard_identifier()
    • ScoreService.validate_credentials()
  • Submodules
    • primus.cli.score.score_service module
      • ScoreService
    • primus.cli.score.scores module
      • create_client()
      • generate_key()
      • invoke_with_retry()
• primus.cli.score_chat package
  • Submodules
    • primus.cli.score_chat.celery module
      • generate_chat_id()
    • primus.cli.score_chat.chat module
      • register_tasks()
    • primus.cli.score_chat.graphql_chat module
      • register_graphql_chat_commands()
    • primus.cli.score_chat.graphql_service module
      • GraphQLChatService
      • create_chat_session()
      • resume_chat_session()
    • primus.cli.score_chat.repl module
      • ScoreChatREPL
      • StreamingCallbackHandler
    • primus.cli.score_chat.service module
      • ScoreChatService
    • primus.cli.score_chat.test_graphql_service module
      • TestConvenienceFunctions
      • TestExperimentIntegration
      • TestFileEditorIntegration
      • TestGraphQLChatService
• primus.cli.scorecard package
  • Submodules
    • primus.cli.scorecard.scorecards module
      • create_client()
      • detect_and_clean_duplicates()
      • ensure_valid_external_ids()
      • format_scorecard_panel()
      • generate_key()
      • get_yaml_handler()
      • resolve_account_identifier()
• primus.cli.shared package
  • Submodules
    • primus.cli.shared.CommandDispatch module
      • ItemCountColumn
      • OrderCommands
      • StatusColumn
      • create_celery_app()
      • create_cli()
      • ensure_tasks_registered()
      • get_celery_app()
      • get_progress_status()
      • safequote()
    • primus.cli.shared.CommandLineInterface module
      • OrderCommands
      • main()
    • primus.cli.shared.CommandProgress module
      • CommandProgress
      • ProgressState
    • primus.cli.shared.CommandTasks module
      • register_tasks()
    • primus.cli.shared.TaskTargeting module
      • TaskTargetMatcher
      • TaskTargetPattern
    • primus.cli.shared.async_cleanup module
      • drain_litellm_service_logging_tasks()
    • primus.cli.shared.candidate_assessment_bundle module
      • build_candidate_assessment_attachment_key()
      • build_candidate_assessment_attachment_payload()
      • build_candidate_assessment_compact_summary()
      • create_candidate_assessment_bundle()
    • primus.cli.shared.candidate_assessment_runner module
      • run_candidate_assessment_workflow()
      • upload_task_attachment_json()
    • primus.cli.shared.check_local_score_cache module
      • check_local_score_cache()
    • primus.cli.shared.cli_wrapper module
    • primus.cli.shared.client_utils module
      • create_client()
    • primus.cli.shared.command_output module
      • CommandOutputManager
      • get_format_type()
      • get_output_manager()
      • set_output_manager()
      • should_write_json_output()
      • write_json_output()
      • write_text_output()
    • primus.cli.shared.console module
    • primus.cli.shared.dependency_discovery module
      • build_name_id_mappings()
      • discover_dependencies()
      • extract_dependencies_from_config()
    • primus.cli.shared.direct_identifier_resolution module
      • direct_resolve_score_identifier()
      • direct_resolve_scorecard_identifier()
    • primus.cli.shared.direct_memoized_resolvers module
      • clear_direct_resolver_caches()
      • direct_memoized_resolve_score_identifier()
      • direct_memoized_resolve_scorecard_identifier()
    • primus.cli.shared.evaluation_runner module
      • create_tracker_and_evaluation()
      • run_accuracy_evaluation()
    • primus.cli.shared.evaluation_value_function module
      • ValueFunctionConfig
      • best_of()
      • is_comparable_protocol()
      • value()
    • primus.cli.shared.experiment_runner module
      • ProcedureRunTermination
      • create_tracker_and_experiment_task()
      • run_procedure_with_task_tracking()
    • primus.cli.shared.feedback_evaluation_runner module
      • FeedbackRunnerRequest
      • build_feedback_command()
      • build_feedback_run_summary()
      • ensure_feedback_runner_task()
      • fail_feedback_evaluation_after_runner_abort()
      • find_feedback_evaluation_id_by_task_id()
      • format_feedback_run_kanbus_comment()
      • launch_feedback_evaluation_process()
      • post_kanbus_comment()
      • run_feedback_evaluation_orchestrated()
      • terminate_feedback_evaluation_process_group()
      • wait_for_feedback_evaluation_id()
      • wait_for_feedback_evaluation_terminal_status()
    • primus.cli.shared.fetch_score_configurations module
      • fetch_score_configurations()
      • load_cached_configurations()
    • primus.cli.shared.fetch_scorecard_structure module
      • fetch_scorecard_structure()
    • primus.cli.shared.file_editor module
      • FileEditor
    • primus.cli.shared.generalization_metrics module
      • compute_generalization_metrics()
    • primus.cli.shared.identifier_resolution module
      • resolve_data_source()
      • resolve_item_identifier()
      • resolve_item_reference()
      • resolve_score_identifier()
      • resolve_scorecard_identifier()
    • primus.cli.shared.identify_target_scores module
      • identify_target_scores()
    • primus.cli.shared.iterative_config_fetching module
      • iteratively_fetch_configurations()
    • primus.cli.shared.memoized_resolvers module
      • clear_resolver_caches()
      • memoized_resolve_item_identifier()
      • memoized_resolve_score_identifier()
      • memoized_resolve_scorecard_identifier()
    • primus.cli.shared.optimization_acceptance_policy module
      • AcceptancePolicyConfig
      • assess_candidate()
    • primus.cli.shared.optimizer_results module
      • OptimizerResultsService
      • OptimizerRunRecord
    • primus.cli.shared.optimizer_shadow_invalidation module
      • build_feedback_target_hash()
      • build_shadow_yaml()
      • extract_shadow_invalid_feedback_item_ids_from_mapping()
      • extract_shadow_invalid_feedback_item_ids_from_yaml_text()
      • normalize_shadow_invalid_feedback_item_ids()
      • normalize_shadow_invalid_field_in_yaml_text()
      • parse_score_yaml_text()
      • resolve_score_version_configuration()
      • resolve_score_version_shadow_invalidation_metadata()
    • primus.cli.shared.primus_tool module
      • PrimusTool
    • primus.cli.shared.report module
    • primus.cli.shared.score_config_fetching module
      • fetch_and_cache_single_score()
    • primus.cli.shared.shared module
      • get_score_guidelines_path()
      • get_score_yaml_path()
      • get_scoring_jobs_for_batch()
      • sanitize_path_name()
      • select_sample_csv()
      • select_sample_data_driven()
    • primus.cli.shared.stage_configurations module
      • get_evaluation_stage_configs()
      • get_evaluation_stages()
      • get_experiment_stage_configs()
      • get_feedback_evaluation_stage_configs()
      • get_prediction_stage_configs()
      • get_prediction_stages()
      • get_procedure_stage_configs()
      • get_stage_configs_for_operation_type()
    • primus.cli.shared.task_output_storage module
      • compact_task_output_for_storage()
      • download_task_output_artifact()
      • persist_task_output_artifact()
      • upload_task_attachment_bytes()
    • primus.cli.shared.task_progress_tracker module
      • Stage
      • StageConfig
      • TaskProgressTracker
    • primus.cli.shared.test_command_dispatch module
      • test_build_local_run_args_uses_current_python_module_for_all_task_types()
      • test_build_local_run_args_uses_python_module_for_programmatic_report_blocks()
      • test_list_pending_tasks_only_returns_pending_and_sorts_newest_first()
      • test_list_pending_tasks_skips_console_async_worker_tasks()
    • primus.cli.shared.test_experiment_runner module
      • test_completed_optimizer_child_preserves_held_once_dispatch_policy()
      • test_completed_replay_clears_external_child_wait_metadata()
      • test_drain_litellm_service_logging_tasks_leaves_unrelated_tasks_running()
      • test_external_child_wait_persists_procedure_before_parent_task()
      • test_external_child_wait_procedure_publication_failure_is_fatal()
      • test_extract_run_parameters_prefers_value_then_default_for_params_mapping()
      • test_extract_run_parameters_supports_parameters_array()
      • test_run_procedure_fails_when_required_task_output_artifact_cannot_persist()
      • test_run_procedure_launches_background_stale_timeout_scan()
      • test_run_procedure_persists_abort_and_reraises()
      • test_run_procedure_persists_compacted_task_output_attachment()
      • test_run_procedure_persists_durable_external_child_wait()
      • test_run_procedure_persists_failed_result_telemetry()
      • test_run_procedure_persists_native_time_wait_and_releases_the_worker()
      • test_run_procedure_persists_nonzero_system_exit_and_reraises()
      • test_run_procedure_persists_sigterm_as_cancelled_and_reraises()
      • test_starting_a_run_preserves_semantic_procedure_identity()
      • test_task_metadata_merge_fails_closed_when_authoritative_reload_fails()
      • test_task_metadata_merge_keeps_local_behavior_for_simple_test_fakes()
      • test_task_metadata_merge_reloads_authoritative_concurrent_report_identity()
      • test_terminal_output_persistence_preserves_living_report_attachments_from_stale_task()
      • test_tracked_replay_reuses_the_original_tactus_run_identity()
    • primus.cli.shared.universal_code module
      • detect_task_type_from_command()
      • extract_score_from_command()
      • extract_scorecard_from_command()
      • generate_evaluation_universal_code()
      • generate_prediction_universal_code()
      • generate_universal_code_yaml()
    • primus.cli.shared.utils module
      • parse_kv_pairs()
    • primus.cli.shared.workflow_decision_synthesis module
      • synthesize_workflow_decision()
• primus.cli.task package
  • Submodules
    • primus.cli.task.tasks module
      • format_datetime()
      • format_task_content()
• primus.cli.training package
  • Submodules
    • primus.cli.training.operations module
      • train_score()
• primus.cli.tuning package
  • Submodules
    • primus.cli.tuning.operations module
      • append_feedback_to_conversation()
      • contains_disagreement()
      • create_hallucination_feedback()
      • create_no_quotes_feedback()
      • generate_llm_completion()
      • get_file_path()
      • get_id_file_path()
      • get_output_dir()
      • verify_quotes_in_completion()

Submodules

• primus.cli.CommandLineInterface module
  • main()
• primus.cli.entrypoint module
  • main()