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"tests/core/test_d6_entity_metadata_json.py::test_entity_extractor_v2_v9_pack_stem_completeness", "tests/core/test_d6_entity_metadata_json.py::test_entity_sync_service_legacy_cp_no_schema_version_allows_missing_metadata", "tests/core/test_d6_entity_metadata_json.py::test_entity_sync_service_legacy_cp_no_schema_version_rejects_missing_metadata", "tests/core/test_d6_entity_metadata_json.py::test_entity_sync_service_missing_metadata_json_for_location_defaults_empty", "tests/core/test_d6_entity_metadata_json.py::test_entity_sync_service_rejects_invalid_prop_metadata", "tests/core/test_d6_entity_metadata_json.py::test_entity_sync_service_skips_metadata_json_for_character", "tests/core/test_d6_entity_metadata_json.py::test_entity_sync_service_update_path_writes_metadata_json", "tests/core/test_d6_entity_metadata_json.py::test_entity_sync_service_v3_cp_invalid_kind_rejects", "tests/core/test_d6_entity_metadata_json.py::test_entity_sync_service_v3_cp_missing_metadata_for_location_rejects", "tests/core/test_d6_entity_metadata_json.py::test_entity_sync_service_writes_metadata_json_for_location", "tests/core/test_d6_entity_metadata_json.py::test_entity_sync_service_writes_normalized_metadata_for_all_entity_types", "tests/core/test_d6_entity_metadata_json.py::test_entity_sync_service_writes_normalized_null_metadata_for_character", "tests/core/test_d6_entity_metadata_json.py::test_entity_t2i_failure_path_character_keeps_empty_marker", "tests/core/test_d6_entity_metadata_json.py::test_entity_t2i_failure_path_location_excluded_from_done", "tests/core/test_d6_entity_metadata_json.py::test_entity_t2i_failure_path_metadata_json_default_empty", "tests/core/test_d6_entity_metadata_json.py::test_entity_t2i_forward_metadata_json_from_llm_success", "tests/core/test_d6_entity_metadata_json.py::test_entity_t2i_location_post_validation_rejects_missing_metadata", "tests/core/test_d6_entity_metadata_json.py::test_entity_t2i_manifest_schema_version_bumped_to_3", "tests/core/test_d6_entity_metadata_json.py::test_entity_t2i_old_v2_cp_triggers_stale_mismatch", "tests/core/test_d6_entity_metadata_json.py::test_entity_t2i_prop_post_validation_rejects_missing_reference_required", "tests/core/test_d6_entity_metadata_json.py::test_entity_t2i_prop_post_validation_rejects_non_bool", "tests/core/test_d6_entity_metadata_json.py::test_entity_t2i_prop_post_validation_valid_passes", "tests/core/test_d6_entity_metadata_json.py::test_production_registry_uses_new_entity_t2i_step", "tests/core/test_d6_entity_metadata_json.py::test_version_registry_entity_extractor_bumped_for_area_b", "tests/core/test_d6_fp_link_validation.py::test_floor_plan_loc_id_must_be_in_group", "tests/core/test_d6_fp_link_validation.py::test_floor_plan_missing_space_key_hint", "tests/core/test_d6_fp_link_validation.py::test_fp_link_mismatch_different_sem_key_wrong_fp", "tests/core/test_d6_fp_link_validation.py::test_fp_link_mismatch_is_semantic_key_error_subclass", "tests/core/test_d6_fp_link_validation.py::test_fp_link_mismatch_multi_space_wrong_hint", "tests/core/test_d6_fp_link_validation.py::test_fp_link_mismatch_same_sem_key_different_fp", "tests/core/test_d6_fp_link_validation.py::test_fp_link_pass_multi_space_aligned", "tests/core/test_d6_fp_link_validation.py::test_fp_link_pass_with_correct_fp_per_location", "tests/core/test_d6_hash_isolation.py::test_applies_to_shots_change_only_drifts_binding_hash", "tests/core/test_d6_hash_isolation.py::test_depends_on_fp_change_fail_fasts_on_same_sem_key", "tests/core/test_d6_hash_isolation.py::test_state_class_change_drifts_catalog_hash", "tests/core/test_d6_master_plan_determinism.py::test_d6_post_process_5_reruns_stable_hashes", "tests/core/test_d6_master_plan_determinism.py::test_d6_post_process_handshake_updates_plan_backgrounds_bg_id", "tests/core/test_d6_master_plan_determinism.py::test_d6_post_process_intent_order_shuffle_stable_hashes", "tests/core/test_d6_master_plan_validator_split.py::test_assigned_validator_accepts_d6_format_unique", "tests/core/test_d6_master_plan_validator_split.py::test_assigned_validator_rejects_key_entry_bg_id_mismatch", "tests/core/test_d6_master_plan_validator_split.py::test_assigned_validator_rejects_legacy_freeform", "tests/core/test_d6_master_plan_validator_split.py::test_assigned_validator_rejects_lowercase_or_short", "tests/core/test_d6_master_plan_validator_split.py::test_background_master_plan_manifest_schema_version_2", "tests/core/test_d6_master_plan_validator_split.py::test_background_master_plan_manifest_schema_version_matches_step", "tests/core/test_d6_master_plan_validator_split.py::test_build_gen_order_raises_on_cycle", "tests/core/test_d6_master_plan_validator_split.py::test_build_gen_order_raises_on_missing_dependency", "tests/core/test_d6_master_plan_validator_split.py::test_build_gen_order_topological_order_passes", "tests/core/test_d6_master_plan_validator_split.py::test_legacy_validator_function_still_exported", "tests/core/test_d6_master_plan_validator_split.py::test_load_prev_background_catalog_reads_archive_under_force_cleared", "tests/core/test_d6_master_plan_validator_split.py::test_raw_intent_validator_accepts_bg_id_absent", "tests/core/test_d6_master_plan_validator_split.py::test_raw_intent_validator_accepts_fp_less_exterior_plate", "tests/core/test_d6_master_plan_validator_split.py::test_raw_intent_validator_accepts_multi_space_multi_fp", "tests/core/test_d6_master_plan_validator_split.py::test_raw_intent_validator_accepts_single_space_one_fp", "tests/core/test_d6_master_plan_validator_split.py::test_raw_intent_validator_rejects_applies_to_shots_outside_group", "tests/core/test_d6_master_plan_validator_split.py::test_raw_intent_validator_rejects_bg_id_field_present", "tests/core/test_d6_master_plan_validator_split.py::test_raw_intent_validator_rejects_empty_depends_on_fp", "tests/core/test_d6_master_plan_validator_split.py::test_raw_intent_validator_rejects_empty_depends_on_fp_for_interior_room", "tests/core/test_d6_master_plan_validator_split.py::test_raw_intent_validator_rejects_group_id_mismatch", "tests/core/test_d6_master_plan_validator_split.py::test_raw_intent_validator_rejects_loc_id_outside_group", "tests/core/test_d6_master_plan_validator_split.py::test_raw_intent_validator_rejects_missing_required_fields", "tests/core/test_d6_master_plan_validator_split.py::test_raw_intent_validator_rejects_single_space_multi_fp", "tests/core/test_d6_master_plan_validator_split.py::test_raw_intent_validator_rejects_state_class_outside_enum", "tests/core/test_d6_master_plan_validator_split.py::test_raw_intent_validator_rejects_unknown_surface_role", "tests/core/test_d6_master_plan_validator_split.py::test_raw_intent_validator_rejects_unreferenced_fp", "tests/core/test_d6_metadata_json_migration.py::test_entity_canon_has_metadata_json_column", "tests/core/test_d6_metadata_json_migration.py::test_metadata_json_column_text_not_null", "tests/core/test_d6_metadata_json_migration.py::test_metadata_json_default_empty_dict_via_orm", "tests/core/test_d6_metadata_json_migration.py::test_metadata_json_round_trip_location_space_profile", "tests/core/test_d6_safe_bg_re_replacement.py::test_background_render_step_filter_re_is_bg_id_re_compatible", "tests/core/test_d6_safe_bg_re_replacement.py::test_background_render_step_filter_re_pattern_matches_bg_id_re", "tests/core/test_d6_safe_bg_re_replacement.py::test_background_render_step_filter_rejects_legacy_lowercase_freeform", "tests/core/test_d6_safe_bg_re_replacement.py::test_d6_marker_invalid_bg_id_raises_in_execute", "tests/core/test_d6_safe_bg_re_replacement.py::test_filter_handles_none_plans_cp", "tests/core/test_d6_safe_bg_re_replacement.py::test_filter_uses_bg_id_re_when_d6_catalog_marker_present", "tests/core/test_d6_safe_bg_re_replacement.py::test_filter_uses_bg_id_re_when_d6_hash_marker_present", "tests/core/test_d6_safe_bg_re_replacement.py::test_filter_uses_legacy_when_no_d6_marker", "tests/core/test_d6_safe_bg_re_replacement.py::test_legacy_safe_bg_re_unchanged_pattern", "tests/core/test_d6_safe_bg_re_replacement.py::test_no_module_level_legacy_only_filter", "tests/core/test_d6_scene_detail_chain_unchanged.py::test_chain_bg_id_lnnbnn_passes_through_to_background_binding", "tests/core/test_d6_scene_detail_chain_unchanged.py::test_render_prompt_card_does_not_emit_deprecated_background_binding_intent", "tests/core/test_detail_steps_keep_elements.py::test_e1_compute_forward_zoom_targets_forwards_dict_keep_elements", "tests/core/test_detail_steps_keep_elements.py::test_e2_detail_steps_str_branch_removed", "tests/core/test_detail_steps_keep_elements.py::test_e3_docstring_reflects_dict_shape", "tests/core/test_distinctive_trait_gate.py::test_ambiguous_is_excluded", "tests/core/test_distinctive_trait_gate.py::test_attribution_omitted_when_blank", "tests/core/test_distinctive_trait_gate.py::test_empty_and_none_return_empty", "tests/core/test_distinctive_trait_gate.py::test_literal_visual_with_quote_is_woven", "tests/core/test_distinctive_trait_gate.py::test_literal_visual_without_quote_is_excluded", "tests/core/test_distinctive_trait_gate.py::test_metaphorical_impression_is_excluded_even_with_quote", "tests/core/test_distinctive_trait_gate.py::test_mixed_keeps_only_literal_with_quote", "tests/core/test_dwelling_zone_map_step.py::test_background_mode_off_not_applicable", "tests/core/test_dwelling_zone_map_step.py::test_bg_description_priority_and_dossier_enrichment", "tests/core/test_dwelling_zone_map_step.py::test_disabled_returns_not_applicable_byte_stable", "tests/core/test_dwelling_zone_map_step.py::test_enabled_synthetic_path_emits_fixtures", "tests/core/test_dwelling_zone_map_step.py::test_fresh_t2i_gate_only_when_hash_matches", "tests/core/test_dwelling_zone_map_step.py::test_real_path_feeds_space_model_to_fp_and_dossier_to_vlm", "tests/core/test_dwelling_zone_map_step.py::test_real_path_numbered_elements_is_structure_source", "tests/core/test_dwelling_zone_map_step.py::test_real_path_produces_zone_map", "tests/core/test_dwelling_zone_map_step.py::test_real_path_provider_failure_falls_back_synthetic", "tests/core/test_dwelling_zone_map_step.py::test_real_path_space_model_wins_over_numbered", "tests/core/test_dwelling_zone_map_step.py::test_single_bg_dwelling_excluded_from_processing", "tests/core/test_dwelling_zone_map_step.py::test_structural_facts_keeps_numeric_only", "tests/core/test_entity_identity_allocator_pg.py::test_100번째부터는_세_자리", "tests/core/test_entity_identity_allocator_pg.py::test_O00_만_있어도_다음은_O01", "tests/core/test_entity_identity_allocator_pg.py::test_O00_은_절대_안_나온다", "tests/core/test_entity_identity_allocator_pg.py::test_location_과_location_part_는_따로_센다", "tests/core/test_entity_identity_allocator_pg.py::test_같은_번호를_두_번_내지_않는다", "tests/core/test_entity_identity_allocator_pg.py::test_리스팅_스텝이_앞_화_명부를_프롬프트에_싣는다", "tests/core/test_entity_identity_allocator_pg.py::test_리스팅_스텝이_앞_화_번호를_이어서_받는다", "tests/core/test_entity_identity_allocator_pg.py::test_상한을_넘으면_선다", "tests/core/test_entity_identity_allocator_pg.py::test_이미_신원이_있는_줄은_안_건드린다", "tests/core/test_entity_identity_allocator_pg.py::test_지워진_번호를_체크포인트에서_보고_다시_안_낸다", "tests/core/test_entity_identity_allocator_pg.py::test_화를_넘어_이어서_발급한다", "tests/core/test_entity_protection.py::test_compute_variant_pole_ids_excludes_location_to_location", "tests/core/test_entity_protection.py::test_compute_variant_pole_ids_excludes_possession_prop", "tests/core/test_entity_protection.py::test_compute_variant_pole_ids_excludes_unrelated_family", "tests/core/test_entity_protection.py::test_compute_variant_pole_ids_identity_character_character", "tests/core/test_entity_protection.py::test_compute_variant_pole_ids_transformation_character_character", "tests/core/test_entity_protection.py::test_compute_variant_pole_ids_with_real_dep_graph_alignment", "tests/core/test_entity_protection.py::test_is_variant_pole_uses_live_dep_graph_direction", "tests/core/test_entity_protection.py::test_is_variant_pole_with_real_build_visual_dependency_graph", "tests/core/test_entity_protection.py::test_narrow_set_empty_when_no_scene_detail", "tests/core/test_entity_protection.py::test_narrow_set_is_only_scene_detail_required_refs", "tests/core/test_entity_protection.py::test_parse_traits[-expected1]", "tests/core/test_entity_protection.py::test_parse_traits[None-expected0]", "tests/core/test_entity_protection.py::test_parse_traits[[\"red irises\", \"yokai-like facial features\"]-expected4]", "tests/core/test_entity_protection.py::test_parse_traits[[\"trait one\", \"trait two\"]-expected4]", "tests/core/test_entity_protection.py::test_parse_traits[[]-expected3]", "tests/core/test_entity_protection.py::test_parse_traits[not json string-expected6]", "tests/core/test_entity_protection.py::test_parse_traits[raw5-expected5]", "tests/core/test_entity_protection.py::test_parse_traits[{}-expected2]", "tests/core/test_entity_protection.py::test_protected_kind_keyword_description_excluded", "tests/core/test_entity_protection.py::test_protected_kind_keyword_keyword_matrix[Yokai-form attacker-[]-True]", "tests/core/test_entity_protection.py::test_protected_kind_keyword_keyword_matrix[\\uadf8\\ub9bc\\uc790 \\uc778\\uc601-[]-True]", "tests/core/test_entity_protection.py::test_protected_kind_keyword_keyword_matrix[\\uc77c\\ubc18\\uc778-[\"\\uc694\\uad34\\ud654 \\uc9c4\\ud589 \\uc911\"]-True]", "tests/core/test_entity_protection.py::test_protected_kind_keyword_keyword_matrix[normal-[\"dark\"]-False]", "tests/core/test_entity_protection.py::test_protected_kind_keyword_keyword_matrix[plain-[\"disguised face\"]-True]", "tests/core/test_entity_protection.py::test_protected_kind_keyword_keyword_matrix[plain-[\"half-yokai feature\"]-True]", "tests/core/test_entity_protection.py::test_protected_kind_keyword_plain_character_no_match", "tests/core/test_entity_protection.py::test_protected_kind_keyword_silhouette_korean", "tests/core/test_entity_protection.py::test_protected_kind_keyword_skip_non_character", "tests/core/test_entity_protection.py::test_protected_kind_keyword_skip_outlook", "tests/core/test_entity_protection.py::test_protected_kind_keyword_yokai_in_stable_traits", "tests/core/test_entity_protection.py::test_short_id_base[-]", "tests/core/test_entity_protection.py::test_short_id_base[C08O10-C08]", "tests/core/test_entity_protection.py::test_short_id_base[C15-C15]", "tests/core/test_entity_protection.py::test_short_id_base[L01-L01]", "tests/core/test_entity_protection.py::test_short_id_base[None-]", "tests/core/test_entity_protection.py::test_short_id_base[O10-]", "tests/core/test_entity_protection.py::test_short_id_base[P03-P03]", "tests/core/test_entity_protection.py::test_should_skip_low_freq_count_one_unprotected_still_skipped_after_db_source_removed", "tests/core/test_entity_protection.py::test_should_skip_low_freq_count_zero_unprotected_returns_true", "tests/core/test_entity_protection.py::test_should_skip_low_freq_etype_returns_false[location]", "tests/core/test_entity_protection.py::test_should_skip_low_freq_etype_returns_false[outlook]", "tests/core/test_entity_protection.py::test_should_skip_low_freq_protects_base_for_variant", "tests/core/test_entity_protection.py::test_should_skip_low_freq_protects_count_above_threshold", "tests/core/test_entity_protection.py::test_should_skip_low_freq_protects_kind_keyword", "tests/core/test_entity_protection.py::test_should_skip_low_freq_protects_required_by_pipeline", "tests/core/test_entity_protection.py::test_should_skip_low_freq_protects_variant_self", "tests/core/test_entity_protection.py::test_should_skip_low_freq_unprotected_returns_true", "tests/core/test_entity_protection_integration.py::test_collect_required_corrupt_manifest_skipped", "tests/core/test_entity_protection_integration.py::test_collect_required_missing_manifest_returns_empty", "tests/core/test_entity_protection_integration.py::test_collect_required_missing_manifest_returns_only_db", "tests/core/test_entity_protection_integration.py::test_collect_required_short_id_base_normalization", "tests/core/test_entity_protection_integration.py::test_collect_required_shot_director_production_shape", "tests/core/test_entity_protection_integration.py::test_collect_required_unions_all_sources", "tests/core/test_entity_t2i_schema_bump_does_not_rebuy.py::TestRerunSelfIsNotForce::test_it_runs_in_resume_mode_and_destroys_nothing", "tests/core/test_entity_t2i_schema_bump_does_not_rebuy.py::TestTheBumpIsWiredToTheAllowlist::test_a_schema_bump_reruns_itself", "tests/core/test_entity_t2i_schema_bump_does_not_rebuy.py::TestTheBumpIsWiredToTheAllowlist::test_the_manifest_bump_landed", "tests/core/test_entity_t2i_schema_bump_does_not_rebuy.py::TestTheBumpIsWiredToTheAllowlist::test_this_step_is_on_the_allowlist", "tests/core/test_entity_t2i_schema_bump_does_not_rebuy.py::TestTheRatchetDoesNotWiden::test_a_config_hash_mismatch_still_blocks", "tests/core/test_entity_t2i_schema_bump_does_not_rebuy.py::TestTheRatchetDoesNotWiden::test_a_step_off_the_allowlist_still_blocks", "tests/core/test_episode_carry_pg.py::test_NEW_는_새것이다", "tests/core/test_episode_carry_pg.py::test_O00_은_명부에_안_실린다", "tests/core/test_episode_carry_pg.py::test_force_면_스냅샷을_다시_뜬다", "tests/core/test_episode_carry_pg.py::test_둘이_같은_것을_주장하면_둘_다_새것", "tests/core/test_episode_carry_pg.py::test_명부_밖_값은_인정하지_않는다", "tests/core/test_episode_carry_pg.py::test_명부가_생기면_지문이_움직인다", "tests/core/test_episode_carry_pg.py::test_명부에_별명과_구조_앵커가_실린다", "tests/core/test_episode_carry_pg.py::test_명부의_것을_고르면_신원을_물려받는다", "tests/core/test_episode_carry_pg.py::test_물려받은_신원_위에_발급기가_새_번호를_안_준다", "tests/core/test_episode_carry_pg.py::test_스키마에_명부_외의_값은_못_들어간다", "tests/core/test_episode_carry_pg.py::test_아웃룩_phase1_도_앞_화_명부를_받는다", "tests/core/test_episode_carry_pg.py::test_앞_화만_본다_뒤_화_신원은_안_샌다", "tests/core/test_episode_carry_pg.py::test_앵커도_명부와_같은_범위를_본다", "tests/core/test_episode_carry_pg.py::test_이_화가_canon_을_만들어도_지문이_안_흔들린다", "tests/core/test_episode_carry_pg.py::test_이미_돈_화를_늦게_물어도_지문이_안_움직인다", "tests/core/test_episode_carry_pg.py::test_이미_돈_화의_옛_지문이_그대로_산다", "tests/core/test_episode_carry_pg.py::test_지시문이_팩에서_온다", "tests/core/test_episode_carry_pg.py::test_첫_화는_지문이_안_움직인다", "tests/core/test_episode_carry_pg.py::test_첫_화는_한_바이트도_안_바뀐다", "tests/core/test_episode_reference_policy.py::test_character_two_visible_shots_is_reference_required", "tests/core/test_episode_reference_policy.py::test_extract_handles_none_manifest", "tests/core/test_episode_reference_policy.py::test_extract_text_only_subjects_chars_only", "tests/core/test_episode_reference_policy.py::test_nonhuman_uses_same_rule_as_character", "tests/core/test_episode_reference_policy.py::test_prop_mode_is_reference_candidate_not_required", "tests/core/test_episode_reference_policy.py::test_variant_pole_protected_even_with_one_shot", "tests/core/test_every_gpt_image_call_site_reserves.py::TestEveryGptImageCallSiteReserves::test_a_comment_is_not_a_door", "tests/core/test_every_gpt_image_call_site_reserves.py::TestEveryGptImageCallSiteReserves::test_a_door_after_the_call_does_not_count", "tests/core/test_every_gpt_image_call_site_reserves.py::TestEveryGptImageCallSiteReserves::test_a_door_in_the_outer_function_does_not_cover_the_inner", "tests/core/test_every_gpt_image_call_site_reserves.py::TestEveryGptImageCallSiteReserves::test_a_same_module_wrapper_counts_as_a_door", "tests/core/test_every_gpt_image_call_site_reserves.py::TestEveryGptImageCallSiteReserves::test_a_wrapper_that_does_not_reserve_is_not_a_door", "tests/core/test_every_gpt_image_call_site_reserves.py::TestEveryGptImageCallSiteReserves::test_no_ungated_site_in_app", "tests/core/test_every_gpt_image_call_site_reserves.py::TestEveryGptImageCallSiteReserves::test_positive_control_an_ungated_call_is_caught", "tests/core/test_every_gpt_image_call_site_reserves.py::TestEveryGptImageCallSiteReserves::test_the_scan_sees_the_sites_it_must", "tests/core/test_fencing_external_transitions_pg.py::test_도는_하류가_있으면_복원_자체를_막는다", "tests/core/test_fencing_external_transitions_pg.py::test_복원_중에는_다른_세션의_claim_이_막힌다", "tests/core/test_fencing_external_transitions_pg.py::test_복원_중에는_다른_세션이_그_행을_못_잡는다", "tests/core/test_fencing_external_transitions_pg.py::test_복원은_도는_중인_스텝을_거부한다", "tests/core/test_fencing_external_transitions_pg.py::test_샷선택이_도는_하류의_토큰을_버린다[completed-False]", "tests/core/test_fencing_external_transitions_pg.py::test_샷선택이_도는_하류의_토큰을_버린다[running-True]", "tests/core/test_fencing_external_transitions_pg.py::test_실행_기록이_없는_대상은_복원을_거부한다", "tests/core/test_fencing_external_transitions_pg.py::test_중앙_무효화도_도는_하류의_토큰을_버린다[completed-False]", "tests/core/test_fencing_external_transitions_pg.py::test_중앙_무효화도_도는_하류의_토큰을_버린다[running-True]", "tests/core/test_fencing_external_transitions_pg.py::test_토큰이_같아도_status_가_바뀌었으면_recovery_갱신이_안_먹는다", "tests/core/test_fencing_external_transitions_pg.py::test_파일_교체가_실패하면_파일과_DB_를_같이_되돌린다", "tests/core/test_fencing_external_transitions_pg.py::test_하류_무효화는_도는_중일_때만_토큰을_버린다[completed-False]", "tests/core/test_fencing_external_transitions_pg.py::test_하류_무효화는_도는_중일_때만_토큰을_버린다[running-True]", "tests/core/test_file_path_consistency.py::test_chain_bg_legacy_verify_resolves_relative_path", "tests/core/test_file_path_consistency.py::test_chain_bg_planner_verify_resolves_relative_path", "tests/core/test_file_path_consistency.py::test_floor_plan_verify_resolves_relative_path", "tests/core/test_file_path_consistency.py::test_ref_image_gen_verify_resolves_relative_path", "tests/core/test_file_paths.py::test_image_asset_check_allows_empty_file_path", "tests/core/test_file_paths.py::test_image_asset_check_allows_relative_path_via_raw_sql", "tests/core/test_file_paths.py::test_image_asset_check_rejects_absolute_path_via_raw_sql", "tests/core/test_file_paths.py::test_image_asset_check_rejects_update_to_absolute", "tests/core/test_file_paths.py::test_image_path_type_bind_absolute_to_relative", "tests/core/test_file_paths.py::test_image_path_type_bind_already_relative_passthrough", "tests/core/test_file_paths.py::test_image_path_type_bind_none_and_empty", "tests/core/test_file_paths.py::test_image_path_type_bind_path_empty_string_normalized", "tests/core/test_file_paths.py::test_image_path_type_result_legacy_absolute_passthrough", "tests/core/test_file_paths.py::test_image_path_type_result_none_and_empty", "tests/core/test_file_paths.py::test_image_path_type_result_relative_to_absolute", "tests/core/test_file_paths.py::test_image_path_type_round_trip_with_real_db", "tests/core/test_file_paths.py::test_image_response_schema_does_not_leak_absolute", "tests/core/test_file_paths.py::test_image_to_dict_does_not_leak_absolute", "tests/core/test_file_paths.py::test_relative_path_cwd_independent", "tests/core/test_file_paths.py::test_relative_path_exists_with_real_project_root", "tests/core/test_file_paths.py::test_resolve_absolute_path_passthrough", "tests/core/test_file_paths.py::test_resolve_empty_string_returns_none", "tests/core/test_file_paths.py::test_resolve_none_returns_none", "tests/core/test_file_paths.py::test_resolve_path_object_input", "tests/core/test_file_paths.py::test_resolve_relative_path_joined_with_project_root", "tests/core/test_file_paths.py::test_to_relative_absolute_under_root", "tests/core/test_file_paths.py::test_to_relative_already_relative_passthrough", "tests/core/test_file_paths.py::test_to_relative_none_returns_empty", "tests/core/test_file_paths.py::test_to_relative_outside_root_passthrough", "tests/core/test_file_paths.py::test_to_relative_path_object", "tests/core/test_file_paths.py::test_to_relative_then_resolve_round_trip", "tests/core/test_file_paths.py::test_to_relative_uses_settings_when_no_monkeypatch", "tests/core/test_finding11_character_phrase_kind.py::TestStripOverdeclaredCharacterPhraseKind::test_does_not_touch_prop_kind", "tests/core/test_finding11_character_phrase_kind.py::TestStripOverdeclaredCharacterPhraseKind::test_handles_empty_and_none_variations", "tests/core/test_finding11_character_phrase_kind.py::TestStripOverdeclaredCharacterPhraseKind::test_keeps_character_when_prompt_has_bare_id_form", "tests/core/test_finding11_character_phrase_kind.py::TestStripOverdeclaredCharacterPhraseKind::test_keeps_character_when_prompt_has_composite_id_form", "tests/core/test_finding11_character_phrase_kind.py::TestStripOverdeclaredCharacterPhraseKind::test_keeps_character_when_required_refs_has_character", "tests/core/test_finding11_character_phrase_kind.py::TestStripOverdeclaredCharacterPhraseKind::test_keeps_character_when_required_refs_has_character_outlook", "tests/core/test_finding11_character_phrase_kind.py::TestStripOverdeclaredCharacterPhraseKind::test_multi_variation_each_normalized_independently", "tests/core/test_finding11_character_phrase_kind.py::TestStripOverdeclaredCharacterPhraseKind::test_noop_when_no_character_in_rpk", "tests/core/test_finding11_character_phrase_kind.py::TestStripOverdeclaredCharacterPhraseKind::test_strips_character_when_no_required_character_and_no_id_signal", "tests/core/test_finding5_owned_usage_skeleton_merge.py::test_g1_close_framing_empty_owned", "tests/core/test_finding5_owned_usage_skeleton_merge.py::test_g1_close_framing_ignores_nonempty_llm_input", "tests/core/test_finding5_owned_usage_skeleton_merge.py::test_g1_close_framing_synthesizes_all_absent", "tests/core/test_finding5_owned_usage_skeleton_merge.py::test_g2_non_close_full_valid_coverage_preserved", "tests/core/test_finding5_owned_usage_skeleton_merge.py::test_g3_non_close_empty_llm_fills_all_absent", "tests/core/test_finding5_owned_usage_skeleton_merge.py::test_g3_non_close_empty_owned_empty_merged", "tests/core/test_finding5_owned_usage_skeleton_merge.py::test_g3_non_close_partial_llm_fills_absent_default", "tests/core/test_finding5_owned_usage_skeleton_merge.py::test_g4_absent_nonempty_phrase_raises", "tests/core/test_finding5_owned_usage_skeleton_merge.py::test_g4_bad_usage_kind_enum_raises", "tests/core/test_finding5_owned_usage_skeleton_merge.py::test_g4_duplicate_token_raises", "tests/core/test_finding5_owned_usage_skeleton_merge.py::test_g4_missing_key_raises", "tests/core/test_finding5_owned_usage_skeleton_merge.py::test_g4_non_absent_empty_phrase_raises", "tests/core/test_finding5_owned_usage_skeleton_merge.py::test_g4_non_dict_entry_raises", "tests/core/test_finding5_owned_usage_skeleton_merge.py::test_g4_non_list_raises", "tests/core/test_finding5_owned_usage_skeleton_merge.py::test_g4_non_str_field_raises", "tests/core/test_finding5_owned_usage_skeleton_merge.py::test_g4_unknown_token_dropped_with_diagnostics", "tests/core/test_finding5_owned_usage_skeleton_merge.py::test_g4_unknown_token_raises", "tests/core/test_finding5_owned_usage_skeleton_merge.py::test_g5_cardinality_zero_regression_close_framing", "tests/core/test_finding5_owned_usage_skeleton_merge.py::test_g5_cardinality_zero_regression_non_close", "tests/core/test_finding5_owned_usage_skeleton_merge.py::test_g6_merge_then_build_sentinel_close_framing", "tests/core/test_finding5_owned_usage_skeleton_merge.py::test_g6_merge_then_build_sentinel_non_close_partial", "tests/core/test_finding5_owned_usage_skeleton_merge.py::test_g7_no_vlm_owned_helpers_module", "tests/core/test_finding5_owned_usage_skeleton_merge.py::test_g7_output_order_matches_owned_list_order", "tests/core/test_finding6_w4a_visible_normalization.py::test_g1_srp_filter_drops_non_visible_subject", "tests/core/test_finding6_w4a_visible_normalization.py::test_g1_srp_filter_empty_when_all_non_visible", "tests/core/test_finding6_w4a_visible_normalization.py::test_g1_srp_filter_no_drop_when_all_visible", "tests/core/test_finding6_w4a_visible_normalization.py::test_g1_srp_filter_none_passthrough", "tests/core/test_finding6_w4a_visible_normalization.py::test_g2_fsc_filter_drops_non_visible_character_target", "tests/core/test_finding6_w4a_visible_normalization.py::test_g2_fsc_filter_drops_non_visible_prop_target", "tests/core/test_finding6_w4a_visible_normalization.py::test_g3_fsc_filter_preserves_background_and_visible", "tests/core/test_finding6_w4a_visible_normalization.py::test_g4_fsc_filter_all_dropped_returns_none", "tests/core/test_finding6_w4a_visible_normalization.py::test_g4_fsc_filter_none_passthrough", "tests/core/test_finding6_w4a_visible_normalization.py::test_g5_fsc_malformed_target_preserved_failfast", "tests/core/test_finding6_w4a_visible_normalization.py::test_g5_srp_malformed_preserved_failfast", "tests/core/test_finding6_w4a_visible_normalization.py::test_g6_fsc_filter_mixed_drop_invalid_keep_valid_and_background", "tests/core/test_finding6_w4b_outlook_canonicalization.py::test_g1_base_required_outlook_stripped", "tests/core/test_finding6_w4b_outlook_canonicalization.py::test_g1_multiple_occurrences_same_base", "tests/core/test_finding6_w4b_outlook_canonicalization.py::test_g1_three_digit_outlook", "tests/core/test_finding6_w4b_outlook_canonicalization.py::test_g2_non_base_required_outlook_preserved", "tests/core/test_finding6_w4b_outlook_canonicalization.py::test_g3_no_false_match_on_similar_tokens", "tests/core/test_finding6_w4b_outlook_canonicalization.py::test_g3_other_base_outlook_untouched", "tests/core/test_finding6_w4b_outlook_canonicalization.py::test_g4_empty_base_set", "tests/core/test_finding6_w4b_outlook_canonicalization.py::test_g4_empty_text", "tests/core/test_finding6_w4b_outlook_canonicalization.py::test_g4_malformed_base_skipped", "tests/core/test_finding6_w4b_outlook_canonicalization.py::test_g5_multiple_base_required_subjects", "tests/core/test_finding6_w4b_outlook_canonicalization.py::test_g6_canonical_prompt_has_no_outlook_for_base", "tests/core/test_finding9_w2_base_id_required.py::test_g1_base_id_required_emits_character_kind", "tests/core/test_finding9_w2_base_id_required.py::test_g2_id_and_outlook_required_keeps_character_outlook", "tests/core/test_finding9_w2_base_id_required.py::test_g2b_absent_from_policy_map_defaults_to_id_and_outlook", "tests/core/test_finding9_w2_base_id_required.py::test_g3_generic_descriptor_allowed_emits_neither", "tests/core/test_finding9_w2_base_id_required.py::test_g4_resolver_attaches_required_character_base_ref", "tests/core/test_finding9_w2_base_id_required.py::test_g5_validator_step3b_missing_character_raises", "tests/core/test_finding9_w2_base_id_required.py::test_g5_validator_step3b_present_character_passes", "tests/core/test_finding9_w2_base_id_required.py::test_g6_base_id_required_still_reproduction_no_violation", "tests/core/test_finding9_w3_close_ref_usage.py::test_g10_close_malformed_ref_object_still_raises", "tests/core/test_finding9_w3_close_ref_usage.py::test_g11_non_close_no_dep_entry_still_attaches", "tests/core/test_finding9_w3_close_ref_usage.py::test_g1_close_exact_background_normalized_to_zoom_in_detail", "tests/core/test_finding9_w3_close_ref_usage.py::test_g2_close_atmosphere_reference_dropped", "tests/core/test_finding9_w3_close_ref_usage.py::test_g3_close_zoom_in_detail_kept", "tests/core/test_finding9_w3_close_ref_usage.py::test_g4_close_invalid_ref_usage_fail_fast", "tests/core/test_finding9_w3_close_ref_usage.py::test_g5_non_close_exact_background_unchanged", "tests/core/test_finding9_w3_close_ref_usage.py::test_g6_close_empty_location_refs_noop", "tests/core/test_finding9_w3_close_ref_usage.py::test_g7_missing_framing_fail_fast", "tests/core/test_finding9_w3_close_ref_usage.py::test_g8_build_framing_map_from_staging_cp", "tests/core/test_finding9_w3_close_ref_usage.py::test_g9_close_no_dep_entry_returns_none_not_raises", "tests/core/test_finding9_w4_reference_phrase_kinds.py::test_edge_empty_and_none_variations_noop", "tests/core/test_finding9_w4_reference_phrase_kinds.py::test_edge_multi_variation_all_stripped", "tests/core/test_finding9_w4_reference_phrase_kinds.py::test_edge_no_prop_phrase_kind_is_noop", "tests/core/test_finding9_w4_reference_phrase_kinds.py::test_edge_non_dict_variation_skipped", "tests/core/test_finding9_w4_reference_phrase_kinds.py::test_g1_no_prop_required_ref_strips_prop_phrase_kind", "tests/core/test_finding9_w4_reference_phrase_kinds.py::test_g2_prop_required_ref_keeps_prop_phrase_kind", "tests/core/test_finding9_w4_reference_phrase_kinds.py::test_g3_only_prop_removed_character_background_preserved", "tests/core/test_finding9_w4_reference_phrase_kinds.py::test_g4_validator_step6_still_fails_on_phantom_prop", "tests/core/test_finding9_w4_reference_phrase_kinds.py::test_g5_scene_detail_schema_version_unchanged", "tests/core/test_finding9_w4_reference_phrase_kinds.py::test_repro_d2d0e2f1_wall_mark_p09", "tests/core/test_finding9_w4_reference_phrase_kinds.py::test_repro_e4d27b1f_smartphone_p05", "tests/core/test_finding_c_w1_state_variant_base_id.py::test_g1_base_id_required_state_variant_emits_character", "tests/core/test_finding_c_w1_state_variant_base_id.py::test_g2_base_id_required_o00_emits_character", "tests/core/test_finding_c_w1_state_variant_base_id.py::test_g3_id_and_outlook_state_variant_still_excluded", "tests/core/test_finding_c_w1_state_variant_base_id.py::test_g4_id_and_outlook_o00_still_excluded", "tests/core/test_finding_c_w1_state_variant_base_id.py::test_g5_base_id_required_plain_still_emits_character", "tests/core/test_finding_c_w1_state_variant_base_id.py::test_g6_generic_descriptor_state_variant_emits_neither", "tests/core/test_finding_c_w1_state_variant_base_id.py::test_g7_base_id_required_state_variant_dedup", 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"tests/grounding/test_grounding_screen_step.py::TestItSitsWhereItMust::test_it_does_not_take_the_old_axis_as_a_dependency", "tests/grounding/test_grounding_screen_step.py::TestItSitsWhereItMust::test_it_is_invalidated_by_what_it_reads", "tests/grounding/test_grounding_screen_step.py::TestItSitsWhereItMust::test_it_is_not_reachable_from_legacy", "tests/grounding/test_grounding_screen_step.py::TestItSitsWhereItMust::test_it_is_not_reachable_from_legacy_once_enabled", "tests/grounding/test_grounding_screen_step.py::TestItSitsWhereItMust::test_it_runs_before_the_low_frequency_filter", "tests/grounding/test_grounding_screen_step.py::TestItSitsWhereItMust::test_it_runs_before_the_paid_claim_search", "tests/grounding/test_grounding_screen_step.py::TestItSitsWhereItMust::test_its_order_is_free", "tests/grounding/test_grounding_screen_step.py::TestItSitsWhereItMust::test_legacy_does_not_run_it", "tests/grounding/test_grounding_screen_step.py::TestItSitsWhereItMust::test_the_filter_is_invalidated_when_the_screen_reruns", "tests/grounding/test_grounding_screen_step.py::TestItSitsWhereItMust::test_the_registry_knows_it", "tests/grounding/test_grounding_screen_step.py::TestNoScenarioWordsInTheCode::test_the_owner_set_is_a_controlled_enum_not_a_word_list", "tests/grounding/test_grounding_screen_step.py::TestNoScenarioWordsInTheCode::test_the_source_holds_no_literal_target_list[\"\"\"\\uc55e\\ucabd **\\ud310\\ubcc4** \\uc2a4\\ud15d (13.68) \\u2014 \\u300c\\ubb34\\uc5c7\\uc774 \\ucc38\\uc870 \\uc0ac\\uc9c4\\uc744 \\uc0ac\\uc57c \\ud558\\ub294\\uac00\\u300d.\\n\\n 13.5 entity_merge \\u2190 \\uacb0\\uc18d\\ud560 \\uc5d4\\ud2f0\\ud2f0\\uac00 \\uc5ec\\uae30\\uc11c \\uc815\\ud574\\uc9c4\\ub2e4\\n \\u2193\\n 13.65 grounding_plan route \\ud655\\uc815 (\\uae30\\uc874 \\ucd95)\\n \\u2193\\n 13.68 \\u2605grounding_screen **\\ud310\\ubcc4\\ub9cc** \\u2014 `era_research.assess_plan_cached`\\n \\u2193\\n 13.7 entity_filter \\ud310\\ubcc4\\uc774 \\uc5f0 \\uac83\\uc744 **\\uc548 \\uc9c0\\uc6b4\\ub2e4** + \\uc5c6\\ub294 \\ud589\\uc740 \\ub9cc\\ub4e0\\ub2e4\\n \\u2193\\n 19.x \\uc911\\uc559 \\ud68d\\ub4dd \\u2605\\uc0ac\\ub294 \\uacf3\\uc740 **\\uc5ec\\uae30 \\ud558\\ub098**\\n\\n\\u2605\\uc774 \\uc2a4\\ud15d\\uc740 **\\ucc38\\uc870\\ub97c \\uc0ac\\uc9c0 \\uc54a\\ub294\\ub2e4.** \\uac80\\uc0c9\\xb7\\uc774\\ubbf8\\uc9c0 \\uac80\\uc0c9\\xb7VLM \\ud638\\ucd9c 0.\\n\\uc0ac\\ub294 \\uac83\\uc740 \\uc911\\uc559 19.x \\ud55c \\uacf3\\uc774\\ub2e4 \\u2014 \\ub450 \\uacf3\\uc5d0\\uc11c \\uc0ac\\uba74 \\uac19\\uc740 \\ub300\\uc0c1\\uc744 \\ub450 \\ubc88 \\uc0b0\\ub2e4.\\n\\n\\u2605`generation_difficulty` \\ub97c **\\uadfc\\uac70\\ub85c \\uc4f0\\uc9c0 \\uc54a\\ub294\\ub2e4.** \\uac19\\uc740 \\uc720\\ub8cc \\ud310\\ub2e8\\uc744 \\ub450 \\ubc88\\n\\uc0ac\\uc9c0 \\uc54a\\uae30\\ub85c \\ud655\\uc815\\ub410\\ub2e4 \\u2014 \\ud310\\ubcc4 SOT \\ub294 `era_research.assess_subjects` \\ub2e4.\\n\\n\\u2605\\uacb0\\uc18d(`binding`)\\uc740 `grounding_carry` \\uac00 SOT \\ub2e4. \\uc774 \\uc2a4\\ud15d\\uc740 \\uadf8 \\uc7a5\\ubd80\\ub97c \\uc77d\\uc744 \\ubfd0\\n\\uc774\\ub984\\uc744 \\ub2e4\\uc2dc \\uc9dd\\uc9d3\\uc9c0 \\uc54a\\ub294\\ub2e4.\\n\"\"\"\\nfrom __future__ import annotations\\n\\nimport logging\\nfrom typing import Any, Dict\\n\\nfrom app.core.grounding_mode import (GROUNDING_MODE_LEGACY,\\n resolve_grounding_mode)\\nfrom app.core.step_runner import StepRunner\\nfrom app.core.steps.entity_steps import _EntityStepMixin\\nfrom app.modules.pipeline import grounding_carry as _carry\\nfrom app.modules.pipeline import grounding_entity_contract as _ec\\nfrom app.modules.pipeline import grounding_screen as _screen\\nfrom app.modules.pipeline import era_research as _era\\nfrom app.modules.pipeline.grounding_subject import SUBJECT_ID_CONTRACT_VERSION\\n\\nlogger = logging.getLogger(__name__)\\n\\n#: \\u2605\\ud310\\ubcc4 \\uce90\\uc2dc\\uac00 \\uc549\\ub294 \\uce78. CP \\uc548\\uc5d0 \\ub450\\uc5b4 **resume \\uc774 \\ub2e4\\uc2dc \\uc548 \\uc0ac\\uac8c** \\ud55c\\ub2e4.\\nCACHE_KEY = \"assess_cache\"\\n#: \\u2605\\u2605\\ud55c \\uc904\\uc774 \\ub0a0 \\ub54c\\ub9c8\\ub2e4 **\\uc5ec\\uae30\\uc5d0 \\uba3c\\uc800** \\uc313\\uc778\\ub2e4. \\uc2a4\\ud15d\\uc774 \\uc911\\uac04\\uc5d0 \\ub04a\\uaca8\\ub3c4 \\uc774\\n#: \\ud30c\\uc77c\\uc774 \\ub0a8\\uc544 \\ub2e4\\uc74c \\ud310\\uc774 \\uc55e\\uc758 \\uc720\\ub8cc \\uacb0\\uacfc\\ub97c **\\ub2e4\\uc2dc \\uc548 \\uc0b0\\ub2e4**.\\nPARTIAL_NAME = \"screen_partial.json\"\\n\\n\\nclass GroundingScreenStep(_EntityStepMixin, StepRunner):\\n \"\"\"\\ucc38\\uc870 \\ud68d\\ub4dd **\\uc758\\ubb34**\\ub97c \\uc815\\ud55c\\ub2e4. \\uc0ac\\uc9c0\\ub294 \\uc54a\\ub294\\ub2e4.\"\"\"\\n\\n def _execute(self, mode: str = \"resume\") -> Dict[str, Any]:\\n g_mode = resolve_grounding_mode(self.project_config)\\n if g_mode == GROUNDING_MODE_LEGACY:\\n # \\u2605manifest \\uc758 `if_grounding_v2` \\uac00 \\uc774\\ubbf8 \\uac70\\ub978\\ub2e4. \\ub2e8\\ub3c5 \\ud638\\ucd9c\\ub85c \\ub4e4\\uc5b4\\uc640\\ub3c4\\n # **\\uc544\\ubb34\\uac83\\ub3c4 \\uc548 \\ud558\\uace0** \\uc120\\ub2e4.\\n logger.info(\"grounding_screen: mode=legacy \\u2014 \\uc544\\ubb34\\uac83\\ub3c4 \\uc548 \\ud55c\\ub2e4\")\\n return self._wrap(g_mode, screened={}, skipped=True)\\n\\n # \\u2605\\u2605\\u2605C(c) \\ud310\\uc774\\uba74 **\\uc0c8 producer \\uc758 \\uc0b0\\ucd9c**\\uc744 \\uc77d\\ub294\\ub2e4 (Codex BLOCK \\xb7 09-01).\\n # \\uc55e \\ud310\\uc740 \\uc5b4\\ub290 \\ud310\\uc774\\ub4e0 `entity_merge`+`grounding_a0` \\ub97c \\uc77d\\uc5c8\\ub294\\ub370,\\n # C(c) \\uc5d0\\uc11c\\ub294 \\uadf8 \\ub458\\uc774 **\\uc548 \\ub3cc\\ubbc0\\ub85c** \\ud310\\ubcc4\\uc774 \\ube48\\uc190\\uc774\\uac70\\ub098 **\\uc61b CP \\ub97c\\n # \\ub418\\uc4f4\\ub2e4**. \\uc0c8 producer \\ub294 \\uac19\\uc740 \\ud310\\ub3c5\\uc5d0\\uc11c **\\uc5d4\\ud2f0\\ud2f0 \\uc904\\uacfc \\ud6c4\\ubcf4\\ub97c \\ud568\\uaed8**\\n # \\ub0b4\\ubbc0\\ub85c \\uadf8\\uac83\\uc744 \\uadf8\\ub300\\ub85c \\uc4f4\\ub2e4 \\u2014 \\uac19\\uc740 \\uac83\\uc744 \\ub2e4\\uc2dc \\ud310\\ub2e8\\ud558\\uc9c0 \\uc54a\\ub294\\ub2e4.\\n from app.core.grounding_mode import uses_chunk_producer\\n\\n if uses_chunk_producer(g_mode):\\n chunk_cp = self._load_prev_checkpoint(\"grounding_chunk\")\\n data = (chunk_cp or {}).get(\"data\") or {}\\n if not data:\\n from app.core.errors import AppError\\n raise AppError(\\n code=\"step.no_input\",\\n message=(\"grounding_chunk \\uc0b0\\ucd9c \\uc5c6\\uc74c \\u2014 C(c) \\ud310\\uc5d0\\uc11c \\ud310\\ubcc4\\uc740 \"\\n \"\\uadf8 producer \\uc758 \\uc904\\ub85c\\ub9cc \\uc120\\ub2e4\"),\\n status_code=400)\\n entities = data\\n a0_cands = list(data.get(\"grounding_candidates\") or [])\\n else:\\n merge_cp = self._load_prev_checkpoint(\"entity_merge\")\\n entities = (merge_cp or {}).get(\"data\") or {}\\n a0_cp = self._load_prev_checkpoint(\"grounding_a0\")\\n a0_cands = ((a0_cp or {}).get(\"data\") or {}).get(\\n \"candidates\") or []\\n\\n # \\u2605\\u2605\\uacb0\\uc18d\\uc740 `grounding_carry` **\\ud55c \\ud568\\uc218**\\uac00 \\ud55c\\ub2e4 \\u2014 `grounding_plan` \\uacfc\\n # offline \\uc7ac\\uc0dd\\uae30\\uac00 \\uc4f0\\ub294 \\ubc14\\ub85c \\uadf8 \\ud568\\uc218\\ub2e4. \\uc5ec\\uae30\\uc11c \\ub530\\ub85c \\uc9dd\\uc9c0\\uc73c\\uba74 \\uc138 \\uacf3\\uc774\\n # \\uac08\\ub9ac\\uace0, \\uac08\\ub9b0 \\uac83\\uc744 \\uc544\\ubb34\\ub3c4 \\ubabb \\ubcf8\\ub2e4.\\n built = _carry.build_subjects(\\n entities, project_id=self.project_id, episode_id=self.episode_id,\\n source_step=\"entity_merge\", a0_candidates=a0_cands)\\n ledger = built.get(\"candidate_ledger\") or {}\\n # \\u2605\\u2605\\u2605**\\ub450 \\uc7a5\\ubd80\\ub97c \\ud569\\uce5c\\ub2e4** (Codex BLOCK \\xb7 09-01).\\n # \\ud6c4\\ubcf4 \\uc7a5\\ubd80\\ub9cc \\ubcf4\\uba74 \\u300cA0 \\ud6c4\\ubcf4\\uac00 \\uc5c6\\ub294 \\uae30\\uc874 \\uc5d4\\ud2f0\\ud2f0 \\ud589\\u300d\\uc744 \\ud45c\\ud604\\ud560 \\uc218 \\uc5c6\\uc5b4\\n # `binding_of` \\uac00 \\uadf8\\uac83\\uc744 `unbound` \\ub85c \\ub5a8\\uc5b4\\ub728\\ub9b0\\ub2e4 \\u2014 \\uc2e4\\uce21: \\ub4f1\\ub85d LP +\\n # A0=[] \\u2192 `unbound`. subject \\ucabd \\ucc98\\ubd84\\uc740 `build_subjects` \\uac00 \\ub0b8\\ub2e4.\\n dispositions = dict(built.get(\"subject_dispositions\") or {})\\n dispositions.update({\\n str(r.get(\"research_subject_id\") or \"\"): str(r.get(\"disposition\") or \"\")\\n for r in (ledger.get(\"rows\") or [])\\n })\\n # \\u2605\\u2605**\\ub2e4\\uc12f \\uac08\\ub798\\ub97c \\uc804\\ubd80** \\ubaa8\\uc9d1\\ub2e8\\uc5d0 \\ub123\\ub294\\ub2e4. `build_subjects` \\uc758\\n # `subjects` \\ub294 `DISP_PROMOTED` \\ub9cc \\uc2b9\\uaca9\\ud558\\ubbc0\\ub85c facet \\ub450 \\uac08\\ub798\\uac00 \\ud1b5\\uc9f8\\ub85c\\n # \\ube60\\uc9c4\\ub2e4 \\u2014 \\uadf8\\uac83\\ub9cc \\ubcf4\\ub0b4 \\ub193\\uace0 \\u300c\\ub2e4\\uc12f owner \\ud310\\ubcc4\\u300d\\uc774\\ub77c\\uace0 \\uc4f0\\uba74 \\uac70\\uc9d3\\uc774\\ub2e4.\\n subjects = _screen.build_population(\\n built[\"subjects\"], a0_cands, dispositions)\\n\\n from app.core.world_context import build_world_facts_block\\n\\n rules_cp = self._load_prev_checkpoint(\"visual_world_rules\")\\n world = build_world_facts_block(rules_cp)\\n if not world.strip():\\n from app.core.errors import AppError\\n\\n # \\u2605\\uc138\\uacc4\\uad00 \\uc5c6\\uc774 \\ud310\\ubcc4\\ud558\\uba74 \\u300c\\uadf8 \\uc2dc\\ub300\\uc5d0 \\ud2b9\\ubcc4\\ud55c\\uac00\\u300d\\ub97c \\ubb3c\\uc744 \\uae30\\uc900\\uc774 \\uc5c6\\ub2e4.\\n # \\ube48 \\ube14\\ub85d\\uc73c\\ub85c \\uc0ac\\uba74 \\uadf8 \\ub3c8\\uc774 \\uadf8\\ub0e5 \\ubc84\\ub824\\uc9c4\\ub2e4.\\n raise AppError(\\n code=\"grounding_screen.missing_world_context\",\\n message=\"visual_world_rules \\uac00 \\ube44\\uc5c8\\ub2e4 \\u2014 \\uc2dc\\ub300 \\uae30\\uc900 \\uc5c6\\uc774 \\ud310\\ubcc4\\ud560 \\uc218 \\uc5c6\\ub2e4\",\\n status_code=400,\\n )\\n\\n # \\u2605\\uc774\\uc804 \\ud310\\uc758 \\ud310\\ubcc4 \\uce90\\uc2dc\\ub97c \\uc774\\uc5b4\\ubc1b\\ub294\\ub2e4 \\u2014 resume \\uc774 \\uac19\\uc740 \\uac83\\uc744 **\\ub2e4\\uc2dc \\uc0ac\\uba74**\\n # \\uc548 \\ub41c\\ub2e4. \\ube48 \\ubaa9\\ub85d(\\ube44\\ub300\\uc0c1)\\ub3c4 \\uce90\\uc2dc\\ub77c \\uadf8\\uac83\\uae4c\\uc9c0 \\uc774\\uc5b4\\ubc1b\\uc544\\uc57c \\ub73b\\uc774 \\uc788\\ub2e4.\\n prev = ((self._load_prev_checkpoint(self.step_id) or {}).get(\"data\")\\n or {}).get(CACHE_KEY) or {}\\n cache: Dict[str, Any] = dict(prev) if isinstance(prev, dict) else {}\\n # \\u2605\\u2605**\\ub04a\\uae34 \\ud310\\uc774 \\ub0a8\\uae34 \\uac83\\ub3c4 \\uc774\\uc5b4\\ubc1b\\ub294\\ub2e4.** \\uccb4\\ud06c\\ud3ec\\uc778\\ud2b8\\ub294 \\uc2a4\\ud15d\\uc774 \\ub05d\\ub098\\uc57c\\n # \\uc368\\uc9c0\\ubbc0\\ub85c, N\\ubc88\\uc9f8\\uc5d0\\uc11c \\ub04a\\uae30\\uba74 \\uc55e\\uc758 N-1 \\uc720\\ub8cc \\uacb0\\uacfc\\uac00 CP \\uc5d0\\ub294 \\uc5c6\\ub2e4.\\n cache.update(self._load_partial())\\n failed_memo: set = set()\\n\\n def _flush_row(_row, _plan, _cache=cache) -> None:\\n # \\u2605\\uce90\\uc2dc \\uc804\\uccb4\\ub97c \\ub2e4\\uc2dc \\uc4f4\\ub2e4. \\uc904 \\ub2e8\\uc704\\ub85c \\ub367\\ubd99\\uc774\\uba74 \\ud30c\\uc77c\\uc774 \\ubc18\\ucabd\\uc778 \\ucc44\\ub85c\\n # \\ub04a\\uae38 \\uc218 \\uc788\\uace0, \\ubc18\\ucabd JSON \\uc740 \\ub2e4\\uc74c \\ud310\\uc774 \\ud1b5\\uc9f8\\ub85c \\ubabb \\uc77d\\ub294\\ub2e4.\\n self._save_partial(_cache)\\n\\n # \\u2605\\u2605\\u2605C(c) \\ud310\\uc774\\uba74 **\\uacb0\\uc815\\uc801 \\ud22c\\uc601**\\uc774\\ub2e4 \\u2014 \\uac19\\uc740 \\ub73b\\uc744 \\ub2e4\\uc2dc \\uc548 \\ud310\\ub2e8\\ud55c\\ub2e4.\\n # producer \\uac00 \\uc774\\ubbf8 \\ub450 \\ucd95\\uc744 \\ub0c8\\uc73c\\ubbc0\\ub85c \\uc5ec\\uae30\\uc11c \\ub610 \\uc0ac\\uba74 \\u2460\\ub450 \\ubc88 \\uc0ac\\uace0\\n # \\u2461\\ub450 \\ud310\\uc815\\uc774 \\uac08\\ub9b4 \\ub54c \\uc815\\ubcf8\\uc774 \\uc5c6\\ub2e4 (Codex BLOCK \\xb7 09-01).\\n if uses_chunk_producer(g_mode):\\n projected = _screen.project_from_producer(\\n subjects, dispositions=dispositions)\\n finals = {str(r.get(\"research_subject_id\") or \"\"):\\n str(((r.get(\"producer_link\") or {}).get(\"final_id\"))\\n or \"\")\\n for r in (ledger.get(\"rows\") or [])\\n if (r.get(\"producer_link\") or {}).get(\"final_id\")}\\n return self._wrap(g_mode, screened=projected, final_ids=finals)\\n\\n out = _screen.screen_subjects(\\n subjects,\\n dispositions=dispositions,\\n world_facts_block=world,\\n cache_get=lambda k: (cache.get(k)\\n if isinstance(cache.get(k), dict) else None),\\n cache_put=lambda k, v: cache.__setitem__(k, v),\\n project_config=self.project_config,\\n opik_metadata=self.build_opik_metadata(),\\n failed_memo=failed_memo,\\n max_assess=(self.project_config or {}).get(\\n \"grounding_screen_max_assess\"),\\n on_row=_flush_row,\\n )\\n logger.info(\\n \"grounding_screen: \\ub300\\uc0c1 %d\\uac1c \\xb7 \\ud310\\ubcc4 \\ud638\\ucd9c %d \\xb7 %s \\xb7 \\uac08\\ub798\\ubcc4 %s\",\\n len(subjects), out[\"assess_calls\"], out[\"counts\"], out[\"by_owner\"])\\n\\n facet_debt = _screen.facet_obligations(out)\\n if facet_debt:\\n # \\u2605**\\uc0ac\\uc57c \\ud558\\ub294\\ub370 \\ubd99\\uc744 \\ub370\\uac00 \\uc5c6\\ub294 \\uac83\\ub4e4.** \\xa72-6.5a producer \\ubaab\\uc774\\ub2e4.\\n # \\uc774 \\ubaa9\\ub85d\\uc774 \\ub0a8\\uc740 \\ucc44\\ub85c \\u300c\\ub2e4\\uc12f \\uac08\\ub798 \\uc644\\ub8cc\\u300d\\ub97c \\ub9d0\\ud558\\uba74 \\uac70\\uc9d3\\uc774\\ub2e4.\\n logger.warning(\\n \"grounding_screen: producer \\uac00 \\uc5c6\\uc5b4 \\ubbf8\\ub8ec \\uc758\\ubb34 %d\\uac74 \\u2014 \\xa72-6.5a\",\\n len(facet_debt))\\n # \\u2605\\u2605**\\uc9c0\\uc6b0\\uc9c0 \\uc54a\\ub294\\ub2e4** (Codex BLOCK-2). manifest \\uc800\\uc7a5\\uc740\\n # `StepRunner.run \\u2192 _execute_and_finalize \\u2192 save_checkpoint` \\uc5d0\\uc11c\\n # `_execute` **\\uac00 \\ub3cc\\uc544\\uc628 \\ub4a4**\\uc5d0 \\uc77c\\uc5b4\\ub09c\\ub2e4. \\uc5ec\\uae30\\uc11c \\uc9c0\\uc6b0\\uba74 \\ubc18\\ud658 \\uc9c1\\ud6c4\\n # crash \\ub098 CP \\uc800\\uc7a5 \\uc2e4\\ud328\\uc5d0 \\uc0b0 \\uac83\\uc774 **\\uc544\\ubb34 \\ub370\\ub3c4 \\uc548 \\ub0a8\\ub294\\ub2e4**.\\n # \\u2605\\ub0a8\\uaca8 \\ub450\\ub294 \\ube44\\uc6a9\\uc740 \\ud30c\\uc77c \\ud558\\ub098\\ubfd0\\uc774\\ub2e4 \\u2014 \\uce90\\uc2dc \\ud0a4\\uc5d0 \\ud329\\xb7\\ubaa8\\ub378\\xb7\\uc815\\ucc45\\uc774\\n # \\uc811\\ud600 \\uc788\\uc5b4 \\uacc4\\uc57d\\uc774 \\ubc14\\ub00c\\uba74 \\uc61b \\uce78\\uc740 \\uadf8\\ub0e5 \\uc548 \\ub9de\\ub294\\ub2e4.\\n # \\u2605\\uac80\\uc99d\\ub41c \\ub9c1\\ud06c\\uc5d0\\uc11c\\ub9cc \\uc815\\ubcf8 ID \\ub97c \\ub0b8\\ub2e4 \\u2014 \\uc774\\ub984\\uc73c\\ub85c \\ub2e4\\uc2dc \\uc9dd\\uc9d3\\uc9c0 \\uc54a\\ub294\\ub2e4\\n finals = {str(r.get(\"research_subject_id\") or \"\"):\\n str(((r.get(\"producer_link\") or {}).get(\"final_id\")) or \"\")\\n for r in (ledger.get(\"rows\") or [])\\n if (r.get(\"producer_link\") or {}).get(\"final_id\")}\\n return self._wrap(g_mode, screened=out, cache=cache, final_ids=finals)\\n\\n def _partial_path(self):\\n return self._cp_dir / PARTIAL_NAME\\n\\n def _load_partial(self) -> Dict[str, Any]:\\n import json\\n\\n p = self._partial_path()\\n if not p.exists():\\n return {}\\n try:\\n got = json.loads(p.read_text(encoding=\"utf-8\"))\\n except Exception: # noqa: BLE001 \\u2014 \\ubc18\\ucabd \\ud30c\\uc77c\\uc774 \\ud310\\ubcc4\\uc744 \\ub9c9\\uc73c\\uba74 \\uc548 \\ub41c\\ub2e4\\n logger.warning(\"grounding_screen: \\uc911\\uac04 \\uc800\\uc7a5\\uc774 \\uae68\\uc84c\\ub2e4 \\u2014 \\ubb34\\uc2dc\\ud558\\uace0 \\uac04\\ub2e4\")\\n return {}\\n return got if isinstance(got, dict) else {}\\n\\n def _save_partial(self, cache: Dict[str, Any]) -> None:\\n import json\\n import os\\n\\n p = self._partial_path()\\n p.parent.mkdir(parents=True, exist_ok=True)\\n tmp = p.with_suffix(\".tmp\")\\n tmp.write_text(json.dumps(cache, ensure_ascii=False), encoding=\"utf-8\")\\n # \\u2605**\\uc6d0\\uc790\\uc801\\uc73c\\ub85c** \\ubc14\\uafbc\\ub2e4. \\uadf8\\ub0e5 \\ub36e\\uc5b4\\uc4f0\\uba74 \\uc4f0\\ub294 \\ub3c4\\uc911\\uc5d0 \\ub04a\\uacbc\\uc744 \\ub54c\\n # \\ub2e4\\uc74c \\ud310\\uc774 \\ubc18\\ucabd \\ud30c\\uc77c\\uc744 \\uc77d\\ub294\\ub2e4.\\n os.replace(tmp, p)\\n\\n\\n\\n def _wrap(self, g_mode: str, *, screened: Dict[str, Any],\\n cache: Dict[str, Any] | None = None,\\n skipped: bool = False,\\n final_ids: Dict[str, str] | None = None) -> Dict[str, Any]:\\n rows = screened.get(\"rows\") or []\\n counts = screened.get(\"counts\") or {}\\n # \\u2605\\ubabb \\uc120 \\uac83\\uacfc \\uc0c1\\ud55c\\uc5d0 \\uac78\\ub9b0 \\uac83\\uc740 **\\uc2e4\\ud328\\ub85c \\uc13c\\ub2e4** \\u2014 `partial` \\uc774 \\ub418\\uc5b4\\n # \\ud558\\ub958\\uac00 \\ub9c9\\ud78c\\ub2e4. \\u300c\\ubbf8\\ud655\\uc815\\u300d\\uc744 \\u300c\\ube44\\ub300\\uc0c1\\u300d\\uc73c\\ub85c \\uc77d\\uc73c\\uba74 \\ucc38\\uc870 \\uc5c6\\uc774 \\ub0b4\\ub824\\uac04\\ub2e4.\\n failed = (counts.get(_screen.SCREEN_UNRESOLVED, 0)\\n + counts.get(_screen.SCREEN_CAPPED, 0))\\n done = len(rows) - failed\\n payload: Dict[str, Any] = {\\n \"mode\": g_mode,\\n \"contract_version\": _screen.SCREEN_CONTRACT_VERSION,\\n \"subject_count\": len(rows),\\n \"search_calls\": 0,\\n \"image_calls\": 0,\\n **{k: v for k, v in screened.items() if k != \"contract_version\"},\\n \"facet_debt\": _screen.facet_obligations(screened),\\n # \\u2605\\u2605subject \\u2192 **\\uac80\\uc99d\\ub41c \\uc815\\ubcf8 ID**. \\uc911\\uc559 \\uc870\\uc0ac\\uae30\\uac00 \\uc774\\uac83\\uc744 \\uc77d\\ub294\\ub2e4.\\n # \\u2605\\uc55e \\ud310\\uc740 \\uadf8\\uac83\\uc774 `grounding_plan` CP \\uc5d0\\ub9cc \\uc788\\uc5c8\\ub294\\ub370 C(c) \\uc5d0\\uc11c\\ub294\\n # \\uadf8 \\uc2a4\\ud15d\\uc774 **\\uc548 \\ub3c8\\ub2e4** \\u2014 \\ube48 \\ud45c\\uac70\\ub098 **\\uc61b CP \\uc758 stale \\uc88c\\ud45c**\\uac00\\n # \\ub41c\\ub2e4 (Codex \\uc7ac\\ud604 \\xb7 09-01).\\n \"final_id_by_subject\": dict(final_ids or {}),\\n }\\n if cache is not None:\\n payload[CACHE_KEY] = cache\\n if skipped:\\n payload[\"skipped\"] = True\\n return {\\n \"completed_count\": done,\\n \"applicable_count\": len(rows),\\n \"failed_count\": failed,\\n \"config_hash\": self._config_hash(),\\n \"data\": payload,\\n }\\n\\n def _config_hash(self) -> str:\\n \"\"\"\\u2605\\ud310\\ubcc4 \\uacc4\\uc57d\\xb7\\ud329 \\ubc14\\uc774\\ud2b8\\ub97c \\uc9c0\\ubb38\\uc5d0 \\uc811\\ub294\\ub2e4.\\n\\n \\uc548 \\uc811\\uc73c\\uba74 \\ud329\\uc774\\ub098 \\ubaa8\\ub378\\uc744 \\ubc14\\uafd4\\ub3c4 resume \\uc774 **\\uc61b \\ud310\\ubcc4\\uc744 \\uadf8\\ub300\\ub85c \\uac74\\ub108\\ub6f4\\ub2e4**.\\n \"\"\"\\n import hashlib\\n import json\\n\\n from app.core.step_runner import compute_config_hash\\n\\n raw = json.dumps({\\n \"base\": compute_config_hash(self.project_config),\\n \"screen_contract\": _screen.SCREEN_CONTRACT_VERSION,\\n \"carry_contract\": _carry.CARRY_CONTRACT_VERSION,\\n # \\u2605\\u2605\\u2605producer \\uacc4\\uc57d\\ub3c4 **\\uc811\\ub294\\ub2e4** (Codex NON-BLOCK \\xb7 09-01).\\n # \\uc774 \\uc2a4\\ud15d\\uc758 \\uc815\\ubcf8 \\ud589\\uc774 `grounding_producer_payload` \\ub97c \\uc2e3\\uae30\\n # \\uc2dc\\uc791\\ud588\\uc73c\\ubbc0\\ub85c, \\uc548 \\uc811\\uc73c\\uba74 **payload \\uac00 \\uc5c6\\ub358 \\uc61b CP** \\ub97c resume \\uc774\\n # \\uadf8\\ub300\\ub85c \\uc7ac\\uc0ac\\uc6a9\\ud55c\\ub2e4 \\u2014 \\uadf8\\ub7ec\\uba74 \\ud558\\ub958\\uac00 \\ud310\\uc815 \\uce78 \\uc5c6\\uc774 \\ub3c8\\ub2e4.\\n \"producer_contract\": _ec.PRODUCER_CONTRACT_VERSION,\\n \"subject_contract\": SUBJECT_ID_CONTRACT_VERSION,\\n \"era_policy\": _era.ERA_RESEARCH_POLICY_VERSION,\\n \"era_pack\": _era.resolve_era_pack(),\\n \"era_pack_hash\": _era.era_pack_content_hash(),\\n \"assess_model\": _era.ASSESS_MODEL,\\n # \\u2605\\u2605alias \\ub294 \\uadf8\\ub300\\ub85c\\uc778\\ub370 **\\ubb3c\\ub9ac \\ubaa8\\ub378\\ub9cc \\ubc14\\ub00c\\uba74** outer resume \\uc774\\n # \\uc61b CP \\ub97c \\uac74\\ub108\\ub6f4\\ub2e4 \\u2014 \\ub2e4\\ub978 \\ubaa8\\ub378\\uc774 \\ud310\\ubcc4\\ud55c \\uac83\\uc744 \\uadf8\\ub300\\ub85c \\uc4f0\\uac8c \\ub41c\\ub2e4\\n # (Codex). `era_research` \\uac00 \\uce90\\uc2dc \\ud0a4\\uc5d0 \\uc811\\ub294 \\uac83\\uacfc \\uac19\\uc740 \\uac12\\uc774\\ub2e4.\\n \"assess_model_physical\": _era.resolve_model_physical(\\n _era.ASSESS_MODEL),\\n }, sort_keys=True, ensure_ascii=False)\\n return hashlib.sha256(raw.encode(\"utf-8\")).hexdigest()[:16]\\n]", "tests/grounding/test_grounding_screen_step.py::TestNoScenarioWordsInTheCode::test_the_source_holds_no_literal_target_list[\"\"\"\\uc55e\\ucabd **\\ud310\\ubcc4** \\uc2a4\\ud15d (13.68) \\u2014 \\u300c\\ubb34\\uc5c7\\uc774 \\ucc38\\uc870 \\uc0ac\\uc9c4\\uc744 \\uc0ac\\uc57c \\ud558\\ub294\\uac00\\u300d.\\n\\n 13.5 entity_merge \\u2190 \\uacb0\\uc18d\\ud560 \\uc5d4\\ud2f0\\ud2f0\\uac00 \\uc5ec\\uae30\\uc11c \\uc815\\ud574\\uc9c4\\ub2e4\\n \\u2193\\n 13.65 grounding_plan route \\ud655\\uc815 (\\uae30\\uc874 \\ucd95)\\n \\u2193\\n 13.68 \\u2605grounding_screen **\\ud310\\ubcc4\\ub9cc** \\u2014 `era_research.assess_plan_cached`\\n \\u2193\\n 13.7 entity_filter \\ud310\\ubcc4\\uc774 \\uc5f0 \\uac83\\uc744 **\\uc548 \\uc9c0\\uc6b4\\ub2e4** + \\uc5c6\\ub294 \\ud589\\uc740 \\ub9cc\\ub4e0\\ub2e4\\n \\u2193\\n 19.x \\uc911\\uc559 \\ud68d\\ub4dd \\u2605\\uc0ac\\ub294 \\uacf3\\uc740 **\\uc5ec\\uae30 \\ud558\\ub098**\\n\\n\\u2605\\uc774 \\uc2a4\\ud15d\\uc740 **\\ucc38\\uc870\\ub97c \\uc0ac\\uc9c0 \\uc54a\\ub294\\ub2e4.** \\uac80\\uc0c9\\xb7\\uc774\\ubbf8\\uc9c0 \\uac80\\uc0c9\\xb7VLM \\ud638\\ucd9c 0.\\n\\uc0ac\\ub294 \\uac83\\uc740 \\uc911\\uc559 19.x \\ud55c \\uacf3\\uc774\\ub2e4 \\u2014 \\ub450 \\uacf3\\uc5d0\\uc11c \\uc0ac\\uba74 \\uac19\\uc740 \\ub300\\uc0c1\\uc744 \\ub450 \\ubc88 \\uc0b0\\ub2e4.\\n\\n\\u2605`generation_difficulty` \\ub97c **\\uadfc\\uac70\\ub85c \\uc4f0\\uc9c0 \\uc54a\\ub294\\ub2e4.** \\uac19\\uc740 \\uc720\\ub8cc \\ud310\\ub2e8\\uc744 \\ub450 \\ubc88\\n\\uc0ac\\uc9c0 \\uc54a\\uae30\\ub85c \\ud655\\uc815\\ub410\\ub2e4 \\u2014 \\ud310\\ubcc4 SOT \\ub294 `era_research.assess_subjects` \\ub2e4.\\n\\n\\u2605\\uacb0\\uc18d(`binding`)\\uc740 `grounding_carry` \\uac00 SOT \\ub2e4. \\uc774 \\uc2a4\\ud15d\\uc740 \\uadf8 \\uc7a5\\ubd80\\ub97c \\uc77d\\uc744 \\ubfd0\\n\\uc774\\ub984\\uc744 \\ub2e4\\uc2dc \\uc9dd\\uc9d3\\uc9c0 \\uc54a\\ub294\\ub2e4.\\n\"\"\"\\nfrom __future__ import annotations\\n\\nimport logging\\nfrom typing import Any, Dict\\n\\nfrom app.core.grounding_mode import (GROUNDING_MODE_LEGACY,\\n resolve_grounding_mode)\\nfrom app.core.step_runner import StepRunner\\nfrom app.core.steps.entity_steps import _EntityStepMixin\\nfrom app.modules.pipeline import grounding_carry as _carry\\nfrom app.modules.pipeline import grounding_entity_contract as _ec\\nfrom app.modules.pipeline import grounding_screen as _screen\\nfrom app.modules.pipeline import era_research as _era\\nfrom app.modules.pipeline.grounding_subject import SUBJECT_ID_CONTRACT_VERSION\\n\\nlogger = logging.getLogger(__name__)\\n\\n#: \\u2605\\ud310\\ubcc4 \\uce90\\uc2dc\\uac00 \\uc549\\ub294 \\uce78. CP \\uc548\\uc5d0 \\ub450\\uc5b4 **resume \\uc774 \\ub2e4\\uc2dc \\uc548 \\uc0ac\\uac8c** \\ud55c\\ub2e4.\\nCACHE_KEY = \"assess_cache\"\\n#: \\u2605\\u2605\\ud55c \\uc904\\uc774 \\ub0a0 \\ub54c\\ub9c8\\ub2e4 **\\uc5ec\\uae30\\uc5d0 \\uba3c\\uc800** \\uc313\\uc778\\ub2e4. \\uc2a4\\ud15d\\uc774 \\uc911\\uac04\\uc5d0 \\ub04a\\uaca8\\ub3c4 \\uc774\\n#: \\ud30c\\uc77c\\uc774 \\ub0a8\\uc544 \\ub2e4\\uc74c \\ud310\\uc774 \\uc55e\\uc758 \\uc720\\ub8cc \\uacb0\\uacfc\\ub97c **\\ub2e4\\uc2dc \\uc548 \\uc0b0\\ub2e4**.\\nPARTIAL_NAME = \"screen_partial.json\"\\n\\n\\nclass GroundingScreenStep(_EntityStepMixin, StepRunner):\\n \"\"\"\\ucc38\\uc870 \\ud68d\\ub4dd **\\uc758\\ubb34**\\ub97c \\uc815\\ud55c\\ub2e4. \\uc0ac\\uc9c0\\ub294 \\uc54a\\ub294\\ub2e4.\"\"\"\\n\\n def _execute(self, mode: str = \"resume\") -> Dict[str, Any]:\\n g_mode = resolve_grounding_mode(self.project_config)\\n if g_mode == GROUNDING_MODE_LEGACY:\\n # \\u2605manifest \\uc758 `if_grounding_v2` \\uac00 \\uc774\\ubbf8 \\uac70\\ub978\\ub2e4. \\ub2e8\\ub3c5 \\ud638\\ucd9c\\ub85c \\ub4e4\\uc5b4\\uc640\\ub3c4\\n # **\\uc544\\ubb34\\uac83\\ub3c4 \\uc548 \\ud558\\uace0** \\uc120\\ub2e4.\\n logger.info(\"grounding_screen: mode=legacy \\u2014 \\uc544\\ubb34\\uac83\\ub3c4 \\uc548 \\ud55c\\ub2e4\")\\n return self._wrap(g_mode, screened={}, skipped=True)\\n\\n # \\u2605\\u2605\\u2605C(c) \\ud310\\uc774\\uba74 **\\uc0c8 producer \\uc758 \\uc0b0\\ucd9c**\\uc744 \\uc77d\\ub294\\ub2e4 (Codex BLOCK \\xb7 09-01).\\n # \\uc55e \\ud310\\uc740 \\uc5b4\\ub290 \\ud310\\uc774\\ub4e0 `entity_merge`+`grounding_a0` \\ub97c \\uc77d\\uc5c8\\ub294\\ub370,\\n # C(c) \\uc5d0\\uc11c\\ub294 \\uadf8 \\ub458\\uc774 **\\uc548 \\ub3cc\\ubbc0\\ub85c** \\ud310\\ubcc4\\uc774 \\ube48\\uc190\\uc774\\uac70\\ub098 **\\uc61b CP \\ub97c\\n # \\ub418\\uc4f4\\ub2e4**. \\uc0c8 producer \\ub294 \\uac19\\uc740 \\ud310\\ub3c5\\uc5d0\\uc11c **\\uc5d4\\ud2f0\\ud2f0 \\uc904\\uacfc \\ud6c4\\ubcf4\\ub97c \\ud568\\uaed8**\\n # \\ub0b4\\ubbc0\\ub85c \\uadf8\\uac83\\uc744 \\uadf8\\ub300\\ub85c \\uc4f4\\ub2e4 \\u2014 \\uac19\\uc740 \\uac83\\uc744 \\ub2e4\\uc2dc \\ud310\\ub2e8\\ud558\\uc9c0 \\uc54a\\ub294\\ub2e4.\\n from app.core.grounding_mode import uses_chunk_producer\\n\\n if uses_chunk_producer(g_mode):\\n chunk_cp = self._load_prev_checkpoint(\"grounding_chunk\")\\n data = (chunk_cp or {}).get(\"data\") or {}\\n if not data:\\n from app.core.errors import AppError\\n raise AppError(\\n code=\"step.no_input\",\\n message=(\"grounding_chunk \\uc0b0\\ucd9c \\uc5c6\\uc74c \\u2014 C(c) \\ud310\\uc5d0\\uc11c \\ud310\\ubcc4\\uc740 \"\\n \"\\uadf8 producer \\uc758 \\uc904\\ub85c\\ub9cc \\uc120\\ub2e4\"),\\n status_code=400)\\n entities = data\\n a0_cands = list(data.get(\"grounding_candidates\") or [])\\n else:\\n merge_cp = self._load_prev_checkpoint(\"entity_merge\")\\n entities = (merge_cp or {}).get(\"data\") or {}\\n a0_cp = self._load_prev_checkpoint(\"grounding_a0\")\\n a0_cands = ((a0_cp or {}).get(\"data\") or {}).get(\\n \"candidates\") or []\\n\\n # \\u2605\\u2605\\uacb0\\uc18d\\uc740 `grounding_carry` **\\ud55c \\ud568\\uc218**\\uac00 \\ud55c\\ub2e4 \\u2014 `grounding_plan` \\uacfc\\n # offline \\uc7ac\\uc0dd\\uae30\\uac00 \\uc4f0\\ub294 \\ubc14\\ub85c \\uadf8 \\ud568\\uc218\\ub2e4. \\uc5ec\\uae30\\uc11c \\ub530\\ub85c \\uc9dd\\uc9c0\\uc73c\\uba74 \\uc138 \\uacf3\\uc774\\n # \\uac08\\ub9ac\\uace0, \\uac08\\ub9b0 \\uac83\\uc744 \\uc544\\ubb34\\ub3c4 \\ubabb \\ubcf8\\ub2e4.\\n built = _carry.build_subjects(\\n entities, project_id=self.project_id, episode_id=self.episode_id,\\n source_step=\"entity_merge\", a0_candidates=a0_cands)\\n ledger = built.get(\"candidate_ledger\") or {}\\n # \\u2605\\u2605\\u2605**\\ub450 \\uc7a5\\ubd80\\ub97c \\ud569\\uce5c\\ub2e4** (Codex BLOCK \\xb7 09-01).\\n # \\ud6c4\\ubcf4 \\uc7a5\\ubd80\\ub9cc \\ubcf4\\uba74 \\u300cA0 \\ud6c4\\ubcf4\\uac00 \\uc5c6\\ub294 \\uae30\\uc874 \\uc5d4\\ud2f0\\ud2f0 \\ud589\\u300d\\uc744 \\ud45c\\ud604\\ud560 \\uc218 \\uc5c6\\uc5b4\\n # `binding_of` \\uac00 \\uadf8\\uac83\\uc744 `unbound` \\ub85c \\ub5a8\\uc5b4\\ub728\\ub9b0\\ub2e4 \\u2014 \\uc2e4\\uce21: \\ub4f1\\ub85d LP +\\n # A0=[] \\u2192 `unbound`. subject \\ucabd \\ucc98\\ubd84\\uc740 `build_subjects` \\uac00 \\ub0b8\\ub2e4.\\n dispositions = dict(built.get(\"subject_dispositions\") or {})\\n dispositions.update({\\n str(r.get(\"research_subject_id\") or \"\"): str(r.get(\"disposition\") or \"\")\\n for r in (ledger.get(\"rows\") or [])\\n })\\n # \\u2605\\u2605**\\ub2e4\\uc12f \\uac08\\ub798\\ub97c \\uc804\\ubd80** \\ubaa8\\uc9d1\\ub2e8\\uc5d0 \\ub123\\ub294\\ub2e4. `build_subjects` \\uc758\\n # `subjects` \\ub294 `DISP_PROMOTED` \\ub9cc \\uc2b9\\uaca9\\ud558\\ubbc0\\ub85c facet \\ub450 \\uac08\\ub798\\uac00 \\ud1b5\\uc9f8\\ub85c\\n # \\ube60\\uc9c4\\ub2e4 \\u2014 \\uadf8\\uac83\\ub9cc \\ubcf4\\ub0b4 \\ub193\\uace0 \\u300c\\ub2e4\\uc12f owner \\ud310\\ubcc4\\u300d\\uc774\\ub77c\\uace0 \\uc4f0\\uba74 \\uac70\\uc9d3\\uc774\\ub2e4.\\n subjects = _screen.build_population(\\n built[\"subjects\"], a0_cands, dispositions)\\n\\n from app.core.world_context import build_world_facts_block\\n\\n rules_cp = self._load_prev_checkpoint(\"visual_world_rules\")\\n world = build_world_facts_block(rules_cp)\\n if not world.strip():\\n from app.core.errors import AppError\\n\\n # \\u2605\\uc138\\uacc4\\uad00 \\uc5c6\\uc774 \\ud310\\ubcc4\\ud558\\uba74 \\u300c\\uadf8 \\uc2dc\\ub300\\uc5d0 \\ud2b9\\ubcc4\\ud55c\\uac00\\u300d\\ub97c \\ubb3c\\uc744 \\uae30\\uc900\\uc774 \\uc5c6\\ub2e4.\\n # \\ube48 \\ube14\\ub85d\\uc73c\\ub85c \\uc0ac\\uba74 \\uadf8 \\ub3c8\\uc774 \\uadf8\\ub0e5 \\ubc84\\ub824\\uc9c4\\ub2e4.\\n raise AppError(\\n code=\"grounding_screen.missing_world_context\",\\n message=\"visual_world_rules \\uac00 \\ube44\\uc5c8\\ub2e4 \\u2014 \\uc2dc\\ub300 \\uae30\\uc900 \\uc5c6\\uc774 \\ud310\\ubcc4\\ud560 \\uc218 \\uc5c6\\ub2e4\",\\n status_code=400,\\n )\\n\\n # \\u2605\\uc774\\uc804 \\ud310\\uc758 \\ud310\\ubcc4 \\uce90\\uc2dc\\ub97c \\uc774\\uc5b4\\ubc1b\\ub294\\ub2e4 \\u2014 resume \\uc774 \\uac19\\uc740 \\uac83\\uc744 **\\ub2e4\\uc2dc \\uc0ac\\uba74**\\n # \\uc548 \\ub41c\\ub2e4. \\ube48 \\ubaa9\\ub85d(\\ube44\\ub300\\uc0c1)\\ub3c4 \\uce90\\uc2dc\\ub77c \\uadf8\\uac83\\uae4c\\uc9c0 \\uc774\\uc5b4\\ubc1b\\uc544\\uc57c \\ub73b\\uc774 \\uc788\\ub2e4.\\n prev = ((self._load_prev_checkpoint(self.step_id) or {}).get(\"data\")\\n or {}).get(CACHE_KEY) or {}\\n cache: Dict[str, Any] = dict(prev) if isinstance(prev, dict) else {}\\n # \\u2605\\u2605**\\ub04a\\uae34 \\ud310\\uc774 \\ub0a8\\uae34 \\uac83\\ub3c4 \\uc774\\uc5b4\\ubc1b\\ub294\\ub2e4.** \\uccb4\\ud06c\\ud3ec\\uc778\\ud2b8\\ub294 \\uc2a4\\ud15d\\uc774 \\ub05d\\ub098\\uc57c\\n # \\uc368\\uc9c0\\ubbc0\\ub85c, N\\ubc88\\uc9f8\\uc5d0\\uc11c \\ub04a\\uae30\\uba74 \\uc55e\\uc758 N-1 \\uc720\\ub8cc \\uacb0\\uacfc\\uac00 CP \\uc5d0\\ub294 \\uc5c6\\ub2e4.\\n cache.update(self._load_partial())\\n failed_memo: set = set()\\n\\n def _flush_row(_row, _plan, _cache=cache) -> None:\\n # \\u2605\\uce90\\uc2dc \\uc804\\uccb4\\ub97c \\ub2e4\\uc2dc \\uc4f4\\ub2e4. \\uc904 \\ub2e8\\uc704\\ub85c \\ub367\\ubd99\\uc774\\uba74 \\ud30c\\uc77c\\uc774 \\ubc18\\ucabd\\uc778 \\ucc44\\ub85c\\n # \\ub04a\\uae38 \\uc218 \\uc788\\uace0, \\ubc18\\ucabd JSON \\uc740 \\ub2e4\\uc74c \\ud310\\uc774 \\ud1b5\\uc9f8\\ub85c \\ubabb \\uc77d\\ub294\\ub2e4.\\n self._save_partial(_cache)\\n\\n out = _screen.screen_subjects(\\n subjects,\\n dispositions=dispositions,\\n world_facts_block=world,\\n cache_get=lambda k: (cache.get(k)\\n if isinstance(cache.get(k), dict) else None),\\n cache_put=lambda k, v: cache.__setitem__(k, v),\\n project_config=self.project_config,\\n opik_metadata=self.build_opik_metadata(),\\n failed_memo=failed_memo,\\n max_assess=(self.project_config or {}).get(\\n \"grounding_screen_max_assess\"),\\n on_row=_flush_row,\\n )\\n logger.info(\\n \"grounding_screen: \\ub300\\uc0c1 %d\\uac1c \\xb7 \\ud310\\ubcc4 \\ud638\\ucd9c %d \\xb7 %s \\xb7 \\uac08\\ub798\\ubcc4 %s\",\\n len(subjects), out[\"assess_calls\"], out[\"counts\"], out[\"by_owner\"])\\n\\n facet_debt = _screen.facet_obligations(out)\\n if facet_debt:\\n # \\u2605**\\uc0ac\\uc57c \\ud558\\ub294\\ub370 \\ubd99\\uc744 \\ub370\\uac00 \\uc5c6\\ub294 \\uac83\\ub4e4.** \\xa72-6.5a producer \\ubaab\\uc774\\ub2e4.\\n # \\uc774 \\ubaa9\\ub85d\\uc774 \\ub0a8\\uc740 \\ucc44\\ub85c \\u300c\\ub2e4\\uc12f \\uac08\\ub798 \\uc644\\ub8cc\\u300d\\ub97c \\ub9d0\\ud558\\uba74 \\uac70\\uc9d3\\uc774\\ub2e4.\\n logger.warning(\\n \"grounding_screen: producer \\uac00 \\uc5c6\\uc5b4 \\ubbf8\\ub8ec \\uc758\\ubb34 %d\\uac74 \\u2014 \\xa72-6.5a\",\\n len(facet_debt))\\n # \\u2605\\u2605**\\uc9c0\\uc6b0\\uc9c0 \\uc54a\\ub294\\ub2e4** (Codex BLOCK-2). manifest \\uc800\\uc7a5\\uc740\\n # `StepRunner.run \\u2192 _execute_and_finalize \\u2192 save_checkpoint` \\uc5d0\\uc11c\\n # `_execute` **\\uac00 \\ub3cc\\uc544\\uc628 \\ub4a4**\\uc5d0 \\uc77c\\uc5b4\\ub09c\\ub2e4. \\uc5ec\\uae30\\uc11c \\uc9c0\\uc6b0\\uba74 \\ubc18\\ud658 \\uc9c1\\ud6c4\\n # crash \\ub098 CP \\uc800\\uc7a5 \\uc2e4\\ud328\\uc5d0 \\uc0b0 \\uac83\\uc774 **\\uc544\\ubb34 \\ub370\\ub3c4 \\uc548 \\ub0a8\\ub294\\ub2e4**.\\n # \\u2605\\ub0a8\\uaca8 \\ub450\\ub294 \\ube44\\uc6a9\\uc740 \\ud30c\\uc77c \\ud558\\ub098\\ubfd0\\uc774\\ub2e4 \\u2014 \\uce90\\uc2dc \\ud0a4\\uc5d0 \\ud329\\xb7\\ubaa8\\ub378\\xb7\\uc815\\ucc45\\uc774\\n # \\uc811\\ud600 \\uc788\\uc5b4 \\uacc4\\uc57d\\uc774 \\ubc14\\ub00c\\uba74 \\uc61b \\uce78\\uc740 \\uadf8\\ub0e5 \\uc548 \\ub9de\\ub294\\ub2e4.\\n # \\u2605\\uac80\\uc99d\\ub41c \\ub9c1\\ud06c\\uc5d0\\uc11c\\ub9cc \\uc815\\ubcf8 ID \\ub97c \\ub0b8\\ub2e4 \\u2014 \\uc774\\ub984\\uc73c\\ub85c \\ub2e4\\uc2dc \\uc9dd\\uc9d3\\uc9c0 \\uc54a\\ub294\\ub2e4\\n finals = {str(r.get(\"research_subject_id\") or \"\"):\\n str(((r.get(\"producer_link\") or {}).get(\"final_id\")) or \"\")\\n for r in (ledger.get(\"rows\") or [])\\n if (r.get(\"producer_link\") or {}).get(\"final_id\")}\\n return self._wrap(g_mode, screened=out, cache=cache, final_ids=finals)\\n\\n def _partial_path(self):\\n return self._cp_dir / PARTIAL_NAME\\n\\n def _load_partial(self) -> Dict[str, Any]:\\n import json\\n\\n p = self._partial_path()\\n if not p.exists():\\n return {}\\n try:\\n got = json.loads(p.read_text(encoding=\"utf-8\"))\\n except Exception: # noqa: BLE001 \\u2014 \\ubc18\\ucabd \\ud30c\\uc77c\\uc774 \\ud310\\ubcc4\\uc744 \\ub9c9\\uc73c\\uba74 \\uc548 \\ub41c\\ub2e4\\n logger.warning(\"grounding_screen: \\uc911\\uac04 \\uc800\\uc7a5\\uc774 \\uae68\\uc84c\\ub2e4 \\u2014 \\ubb34\\uc2dc\\ud558\\uace0 \\uac04\\ub2e4\")\\n return {}\\n return got if isinstance(got, dict) else {}\\n\\n def _save_partial(self, cache: Dict[str, Any]) -> None:\\n import json\\n import os\\n\\n p = self._partial_path()\\n p.parent.mkdir(parents=True, exist_ok=True)\\n tmp = p.with_suffix(\".tmp\")\\n tmp.write_text(json.dumps(cache, ensure_ascii=False), encoding=\"utf-8\")\\n # \\u2605**\\uc6d0\\uc790\\uc801\\uc73c\\ub85c** \\ubc14\\uafbc\\ub2e4. \\uadf8\\ub0e5 \\ub36e\\uc5b4\\uc4f0\\uba74 \\uc4f0\\ub294 \\ub3c4\\uc911\\uc5d0 \\ub04a\\uacbc\\uc744 \\ub54c\\n # \\ub2e4\\uc74c \\ud310\\uc774 \\ubc18\\ucabd \\ud30c\\uc77c\\uc744 \\uc77d\\ub294\\ub2e4.\\n os.replace(tmp, p)\\n\\n\\n\\n def _wrap(self, g_mode: str, *, screened: Dict[str, Any],\\n cache: Dict[str, Any] | None = None,\\n skipped: bool = False,\\n final_ids: Dict[str, str] | None = None) -> Dict[str, Any]:\\n rows = screened.get(\"rows\") or []\\n counts = screened.get(\"counts\") or {}\\n # \\u2605\\ubabb \\uc120 \\uac83\\uacfc \\uc0c1\\ud55c\\uc5d0 \\uac78\\ub9b0 \\uac83\\uc740 **\\uc2e4\\ud328\\ub85c \\uc13c\\ub2e4** \\u2014 `partial` \\uc774 \\ub418\\uc5b4\\n # \\ud558\\ub958\\uac00 \\ub9c9\\ud78c\\ub2e4. \\u300c\\ubbf8\\ud655\\uc815\\u300d\\uc744 \\u300c\\ube44\\ub300\\uc0c1\\u300d\\uc73c\\ub85c \\uc77d\\uc73c\\uba74 \\ucc38\\uc870 \\uc5c6\\uc774 \\ub0b4\\ub824\\uac04\\ub2e4.\\n failed = (counts.get(_screen.SCREEN_UNRESOLVED, 0)\\n + counts.get(_screen.SCREEN_CAPPED, 0))\\n done = len(rows) - failed\\n payload: Dict[str, Any] = {\\n \"mode\": g_mode,\\n \"contract_version\": _screen.SCREEN_CONTRACT_VERSION,\\n \"subject_count\": len(rows),\\n \"search_calls\": 0,\\n \"image_calls\": 0,\\n **{k: v for k, v in screened.items() if k != \"contract_version\"},\\n \"facet_debt\": _screen.facet_obligations(screened),\\n # \\u2605\\u2605subject \\u2192 **\\uac80\\uc99d\\ub41c \\uc815\\ubcf8 ID**. \\uc911\\uc559 \\uc870\\uc0ac\\uae30\\uac00 \\uc774\\uac83\\uc744 \\uc77d\\ub294\\ub2e4.\\n # \\u2605\\uc55e \\ud310\\uc740 \\uadf8\\uac83\\uc774 `grounding_plan` CP \\uc5d0\\ub9cc \\uc788\\uc5c8\\ub294\\ub370 C(c) \\uc5d0\\uc11c\\ub294\\n # \\uadf8 \\uc2a4\\ud15d\\uc774 **\\uc548 \\ub3c8\\ub2e4** \\u2014 \\ube48 \\ud45c\\uac70\\ub098 **\\uc61b CP \\uc758 stale \\uc88c\\ud45c**\\uac00\\n # \\ub41c\\ub2e4 (Codex \\uc7ac\\ud604 \\xb7 09-01).\\n \"final_id_by_subject\": dict(final_ids or {}),\\n }\\n if cache is not None:\\n payload[CACHE_KEY] = cache\\n if skipped:\\n payload[\"skipped\"] = True\\n return {\\n \"completed_count\": done,\\n \"applicable_count\": len(rows),\\n \"failed_count\": failed,\\n \"config_hash\": self._config_hash(),\\n \"data\": payload,\\n }\\n\\n def _config_hash(self) -> str:\\n \"\"\"\\u2605\\ud310\\ubcc4 \\uacc4\\uc57d\\xb7\\ud329 \\ubc14\\uc774\\ud2b8\\ub97c \\uc9c0\\ubb38\\uc5d0 \\uc811\\ub294\\ub2e4.\\n\\n \\uc548 \\uc811\\uc73c\\uba74 \\ud329\\uc774\\ub098 \\ubaa8\\ub378\\uc744 \\ubc14\\uafd4\\ub3c4 resume \\uc774 **\\uc61b \\ud310\\ubcc4\\uc744 \\uadf8\\ub300\\ub85c \\uac74\\ub108\\ub6f4\\ub2e4**.\\n \"\"\"\\n import hashlib\\n import json\\n\\n from app.core.step_runner import compute_config_hash\\n\\n raw = json.dumps({\\n \"base\": compute_config_hash(self.project_config),\\n \"screen_contract\": _screen.SCREEN_CONTRACT_VERSION,\\n \"carry_contract\": _carry.CARRY_CONTRACT_VERSION,\\n # \\u2605\\u2605\\u2605producer \\uacc4\\uc57d\\ub3c4 **\\uc811\\ub294\\ub2e4** (Codex NON-BLOCK \\xb7 09-01).\\n # \\uc774 \\uc2a4\\ud15d\\uc758 \\uc815\\ubcf8 \\ud589\\uc774 `grounding_producer_payload` \\ub97c \\uc2e3\\uae30\\n # \\uc2dc\\uc791\\ud588\\uc73c\\ubbc0\\ub85c, \\uc548 \\uc811\\uc73c\\uba74 **payload \\uac00 \\uc5c6\\ub358 \\uc61b CP** \\ub97c resume \\uc774\\n # \\uadf8\\ub300\\ub85c \\uc7ac\\uc0ac\\uc6a9\\ud55c\\ub2e4 \\u2014 \\uadf8\\ub7ec\\uba74 \\ud558\\ub958\\uac00 \\ud310\\uc815 \\uce78 \\uc5c6\\uc774 \\ub3c8\\ub2e4.\\n \"producer_contract\": _ec.PRODUCER_CONTRACT_VERSION,\\n \"subject_contract\": SUBJECT_ID_CONTRACT_VERSION,\\n \"era_policy\": _era.ERA_RESEARCH_POLICY_VERSION,\\n \"era_pack\": _era.resolve_era_pack(),\\n \"era_pack_hash\": _era.era_pack_content_hash(),\\n \"assess_model\": _era.ASSESS_MODEL,\\n # \\u2605\\u2605alias \\ub294 \\uadf8\\ub300\\ub85c\\uc778\\ub370 **\\ubb3c\\ub9ac \\ubaa8\\ub378\\ub9cc \\ubc14\\ub00c\\uba74** outer resume \\uc774\\n # \\uc61b CP \\ub97c \\uac74\\ub108\\ub6f4\\ub2e4 \\u2014 \\ub2e4\\ub978 \\ubaa8\\ub378\\uc774 \\ud310\\ubcc4\\ud55c \\uac83\\uc744 \\uadf8\\ub300\\ub85c \\uc4f0\\uac8c \\ub41c\\ub2e4\\n # (Codex). `era_research` \\uac00 \\uce90\\uc2dc \\ud0a4\\uc5d0 \\uc811\\ub294 \\uac83\\uacfc \\uac19\\uc740 \\uac12\\uc774\\ub2e4.\\n \"assess_model_physical\": _era.resolve_model_physical(\\n _era.ASSESS_MODEL),\\n }, sort_keys=True, ensure_ascii=False)\\n return hashlib.sha256(raw.encode(\"utf-8\")).hexdigest()[:16]\\n]", "tests/grounding/test_grounding_screen_step.py::TestNoScenarioWordsInTheCode::test_the_source_holds_no_literal_target_list[\"\"\"\\uc55e\\ucabd **\\ud310\\ubcc4** \\uc2a4\\ud15d (13.68) \\u2014 \\u300c\\ubb34\\uc5c7\\uc774 \\ucc38\\uc870 \\uc0ac\\uc9c4\\uc744 \\uc0ac\\uc57c \\ud558\\ub294\\uac00\\u300d.\\n\\n 13.5 entity_merge \\u2190 \\uacb0\\uc18d\\ud560 \\uc5d4\\ud2f0\\ud2f0\\uac00 \\uc5ec\\uae30\\uc11c \\uc815\\ud574\\uc9c4\\ub2e4\\n \\u2193\\n 13.65 grounding_plan route \\ud655\\uc815 (\\uae30\\uc874 \\ucd95)\\n \\u2193\\n 13.68 \\u2605grounding_screen **\\ud310\\ubcc4\\ub9cc** \\u2014 `era_research.assess_plan_cached`\\n \\u2193\\n 13.7 entity_filter \\ud310\\ubcc4\\uc774 \\uc5f0 \\uac83\\uc744 **\\uc548 \\uc9c0\\uc6b4\\ub2e4** + \\uc5c6\\ub294 \\ud589\\uc740 \\ub9cc\\ub4e0\\ub2e4\\n \\u2193\\n 19.x \\uc911\\uc559 \\ud68d\\ub4dd \\u2605\\uc0ac\\ub294 \\uacf3\\uc740 **\\uc5ec\\uae30 \\ud558\\ub098**\\n\\n\\u2605\\uc774 \\uc2a4\\ud15d\\uc740 **\\ucc38\\uc870\\ub97c \\uc0ac\\uc9c0 \\uc54a\\ub294\\ub2e4.** \\uac80\\uc0c9\\xb7\\uc774\\ubbf8\\uc9c0 \\uac80\\uc0c9\\xb7VLM \\ud638\\ucd9c 0.\\n\\uc0ac\\ub294 \\uac83\\uc740 \\uc911\\uc559 19.x \\ud55c \\uacf3\\uc774\\ub2e4 \\u2014 \\ub450 \\uacf3\\uc5d0\\uc11c \\uc0ac\\uba74 \\uac19\\uc740 \\ub300\\uc0c1\\uc744 \\ub450 \\ubc88 \\uc0b0\\ub2e4.\\n\\n\\u2605`generation_difficulty` \\ub97c **\\uadfc\\uac70\\ub85c \\uc4f0\\uc9c0 \\uc54a\\ub294\\ub2e4.** \\uac19\\uc740 \\uc720\\ub8cc \\ud310\\ub2e8\\uc744 \\ub450 \\ubc88\\n\\uc0ac\\uc9c0 \\uc54a\\uae30\\ub85c \\ud655\\uc815\\ub410\\ub2e4 \\u2014 \\ud310\\ubcc4 SOT \\ub294 `era_research.assess_subjects` \\ub2e4.\\n\\n\\u2605\\uacb0\\uc18d(`binding`)\\uc740 `grounding_carry` \\uac00 SOT \\ub2e4. \\uc774 \\uc2a4\\ud15d\\uc740 \\uadf8 \\uc7a5\\ubd80\\ub97c \\uc77d\\uc744 \\ubfd0\\n\\uc774\\ub984\\uc744 \\ub2e4\\uc2dc \\uc9dd\\uc9d3\\uc9c0 \\uc54a\\ub294\\ub2e4.\\n\"\"\"\\nfrom __future__ import annotations\\n\\nimport logging\\nfrom typing import Any, Dict\\n\\nfrom app.core.grounding_mode import (GROUNDING_MODE_LEGACY,\\n resolve_grounding_mode)\\nfrom app.core.step_runner import StepRunner\\nfrom app.core.steps.entity_steps import _EntityStepMixin\\nfrom app.modules.pipeline import grounding_carry as _carry\\nfrom app.modules.pipeline import grounding_entity_contract as _ec\\nfrom app.modules.pipeline import grounding_screen as _screen\\nfrom app.modules.pipeline import era_research as _era\\nfrom app.modules.pipeline.grounding_subject import SUBJECT_ID_CONTRACT_VERSION\\n\\nlogger = logging.getLogger(__name__)\\n\\n#: \\u2605\\ud310\\ubcc4 \\uce90\\uc2dc\\uac00 \\uc549\\ub294 \\uce78. CP \\uc548\\uc5d0 \\ub450\\uc5b4 **resume \\uc774 \\ub2e4\\uc2dc \\uc548 \\uc0ac\\uac8c** \\ud55c\\ub2e4.\\nCACHE_KEY = \"assess_cache\"\\n#: \\u2605\\u2605\\ud55c \\uc904\\uc774 \\ub0a0 \\ub54c\\ub9c8\\ub2e4 **\\uc5ec\\uae30\\uc5d0 \\uba3c\\uc800** \\uc313\\uc778\\ub2e4. \\uc2a4\\ud15d\\uc774 \\uc911\\uac04\\uc5d0 \\ub04a\\uaca8\\ub3c4 \\uc774\\n#: \\ud30c\\uc77c\\uc774 \\ub0a8\\uc544 \\ub2e4\\uc74c \\ud310\\uc774 \\uc55e\\uc758 \\uc720\\ub8cc \\uacb0\\uacfc\\ub97c **\\ub2e4\\uc2dc \\uc548 \\uc0b0\\ub2e4**.\\nPARTIAL_NAME = \"screen_partial.json\"\\n\\n\\nclass GroundingScreenStep(_EntityStepMixin, StepRunner):\\n \"\"\"\\ucc38\\uc870 \\ud68d\\ub4dd **\\uc758\\ubb34**\\ub97c \\uc815\\ud55c\\ub2e4. \\uc0ac\\uc9c0\\ub294 \\uc54a\\ub294\\ub2e4.\"\"\"\\n\\n def _execute(self, mode: str = \"resume\") -> Dict[str, Any]:\\n g_mode = resolve_grounding_mode(self.project_config)\\n if g_mode == GROUNDING_MODE_LEGACY:\\n # \\u2605manifest \\uc758 `if_grounding_v2` \\uac00 \\uc774\\ubbf8 \\uac70\\ub978\\ub2e4. \\ub2e8\\ub3c5 \\ud638\\ucd9c\\ub85c \\ub4e4\\uc5b4\\uc640\\ub3c4\\n # **\\uc544\\ubb34\\uac83\\ub3c4 \\uc548 \\ud558\\uace0** \\uc120\\ub2e4.\\n logger.info(\"grounding_screen: mode=legacy \\u2014 \\uc544\\ubb34\\uac83\\ub3c4 \\uc548 \\ud55c\\ub2e4\")\\n return self._wrap(g_mode, screened={}, skipped=True)\\n\\n # \\u2605\\u2605\\u2605C(c) \\ud310\\uc774\\uba74 **\\uc0c8 producer \\uc758 \\uc0b0\\ucd9c**\\uc744 \\uc77d\\ub294\\ub2e4 (Codex BLOCK \\xb7 09-01).\\n # \\uc55e \\ud310\\uc740 \\uc5b4\\ub290 \\ud310\\uc774\\ub4e0 `entity_merge`+`grounding_a0` \\ub97c \\uc77d\\uc5c8\\ub294\\ub370,\\n # C(c) \\uc5d0\\uc11c\\ub294 \\uadf8 \\ub458\\uc774 **\\uc548 \\ub3cc\\ubbc0\\ub85c** \\ud310\\ubcc4\\uc774 \\ube48\\uc190\\uc774\\uac70\\ub098 **\\uc61b CP \\ub97c\\n # \\ub418\\uc4f4\\ub2e4**. \\uc0c8 producer \\ub294 \\uac19\\uc740 \\ud310\\ub3c5\\uc5d0\\uc11c **\\uc5d4\\ud2f0\\ud2f0 \\uc904\\uacfc \\ud6c4\\ubcf4\\ub97c \\ud568\\uaed8**\\n # \\ub0b4\\ubbc0\\ub85c \\uadf8\\uac83\\uc744 \\uadf8\\ub300\\ub85c \\uc4f4\\ub2e4 \\u2014 \\uac19\\uc740 \\uac83\\uc744 \\ub2e4\\uc2dc \\ud310\\ub2e8\\ud558\\uc9c0 \\uc54a\\ub294\\ub2e4.\\n from app.core.grounding_mode import uses_chunk_producer\\n\\n if uses_chunk_producer(g_mode):\\n chunk_cp = self._load_prev_checkpoint(\"grounding_chunk\")\\n data = (chunk_cp or {}).get(\"data\") or {}\\n if not data:\\n from app.core.errors import AppError\\n raise AppError(\\n code=\"step.no_input\",\\n message=(\"grounding_chunk \\uc0b0\\ucd9c \\uc5c6\\uc74c \\u2014 C(c) \\ud310\\uc5d0\\uc11c \\ud310\\ubcc4\\uc740 \"\\n \"\\uadf8 producer \\uc758 \\uc904\\ub85c\\ub9cc \\uc120\\ub2e4\"),\\n status_code=400)\\n entities = data\\n a0_cands = list(data.get(\"grounding_candidates\") or [])\\n else:\\n merge_cp = self._load_prev_checkpoint(\"entity_merge\")\\n entities = (merge_cp or {}).get(\"data\") or {}\\n a0_cp = self._load_prev_checkpoint(\"grounding_a0\")\\n a0_cands = ((a0_cp or {}).get(\"data\") or {}).get(\\n \"candidates\") or []\\n\\n # \\u2605\\u2605\\uacb0\\uc18d\\uc740 `grounding_carry` **\\ud55c \\ud568\\uc218**\\uac00 \\ud55c\\ub2e4 \\u2014 `grounding_plan` \\uacfc\\n # offline \\uc7ac\\uc0dd\\uae30\\uac00 \\uc4f0\\ub294 \\ubc14\\ub85c \\uadf8 \\ud568\\uc218\\ub2e4. \\uc5ec\\uae30\\uc11c \\ub530\\ub85c \\uc9dd\\uc9c0\\uc73c\\uba74 \\uc138 \\uacf3\\uc774\\n # \\uac08\\ub9ac\\uace0, \\uac08\\ub9b0 \\uac83\\uc744 \\uc544\\ubb34\\ub3c4 \\ubabb \\ubcf8\\ub2e4.\\n built = _carry.build_subjects(\\n entities, project_id=self.project_id, episode_id=self.episode_id,\\n source_step=\"entity_merge\", a0_candidates=a0_cands)\\n ledger = built.get(\"candidate_ledger\") or {}\\n # \\u2605\\u2605\\u2605**\\ub450 \\uc7a5\\ubd80\\ub97c \\ud569\\uce5c\\ub2e4** (Codex BLOCK \\xb7 09-01).\\n # \\ud6c4\\ubcf4 \\uc7a5\\ubd80\\ub9cc \\ubcf4\\uba74 \\u300cA0 \\ud6c4\\ubcf4\\uac00 \\uc5c6\\ub294 \\uae30\\uc874 \\uc5d4\\ud2f0\\ud2f0 \\ud589\\u300d\\uc744 \\ud45c\\ud604\\ud560 \\uc218 \\uc5c6\\uc5b4\\n # `binding_of` \\uac00 \\uadf8\\uac83\\uc744 `unbound` \\ub85c \\ub5a8\\uc5b4\\ub728\\ub9b0\\ub2e4 \\u2014 \\uc2e4\\uce21: \\ub4f1\\ub85d LP +\\n # A0=[] \\u2192 `unbound`. subject \\ucabd \\ucc98\\ubd84\\uc740 `build_subjects` \\uac00 \\ub0b8\\ub2e4.\\n dispositions = dict(built.get(\"subject_dispositions\") or {})\\n dispositions.update({\\n str(r.get(\"research_subject_id\") or \"\"): str(r.get(\"disposition\") or \"\")\\n for r in (ledger.get(\"rows\") or [])\\n })\\n # \\u2605\\u2605**\\ub2e4\\uc12f \\uac08\\ub798\\ub97c \\uc804\\ubd80** \\ubaa8\\uc9d1\\ub2e8\\uc5d0 \\ub123\\ub294\\ub2e4. `build_subjects` \\uc758\\n # `subjects` \\ub294 `DISP_PROMOTED` \\ub9cc \\uc2b9\\uaca9\\ud558\\ubbc0\\ub85c facet \\ub450 \\uac08\\ub798\\uac00 \\ud1b5\\uc9f8\\ub85c\\n # \\ube60\\uc9c4\\ub2e4 \\u2014 \\uadf8\\uac83\\ub9cc \\ubcf4\\ub0b4 \\ub193\\uace0 \\u300c\\ub2e4\\uc12f owner \\ud310\\ubcc4\\u300d\\uc774\\ub77c\\uace0 \\uc4f0\\uba74 \\uac70\\uc9d3\\uc774\\ub2e4.\\n subjects = _screen.build_population(\\n built[\"subjects\"], a0_cands, dispositions)\\n\\n from app.core.world_context import build_world_facts_block\\n\\n rules_cp = self._load_prev_checkpoint(\"visual_world_rules\")\\n world = build_world_facts_block(rules_cp)\\n if not world.strip():\\n from app.core.errors import AppError\\n\\n # \\u2605\\uc138\\uacc4\\uad00 \\uc5c6\\uc774 \\ud310\\ubcc4\\ud558\\uba74 \\u300c\\uadf8 \\uc2dc\\ub300\\uc5d0 \\ud2b9\\ubcc4\\ud55c\\uac00\\u300d\\ub97c \\ubb3c\\uc744 \\uae30\\uc900\\uc774 \\uc5c6\\ub2e4.\\n # \\ube48 \\ube14\\ub85d\\uc73c\\ub85c \\uc0ac\\uba74 \\uadf8 \\ub3c8\\uc774 \\uadf8\\ub0e5 \\ubc84\\ub824\\uc9c4\\ub2e4.\\n raise AppError(\\n code=\"grounding_screen.missing_world_context\",\\n message=\"visual_world_rules \\uac00 \\ube44\\uc5c8\\ub2e4 \\u2014 \\uc2dc\\ub300 \\uae30\\uc900 \\uc5c6\\uc774 \\ud310\\ubcc4\\ud560 \\uc218 \\uc5c6\\ub2e4\",\\n status_code=400,\\n )\\n\\n # \\u2605\\uc774\\uc804 \\ud310\\uc758 \\ud310\\ubcc4 \\uce90\\uc2dc\\ub97c \\uc774\\uc5b4\\ubc1b\\ub294\\ub2e4 \\u2014 resume \\uc774 \\uac19\\uc740 \\uac83\\uc744 **\\ub2e4\\uc2dc \\uc0ac\\uba74**\\n # \\uc548 \\ub41c\\ub2e4. \\ube48 \\ubaa9\\ub85d(\\ube44\\ub300\\uc0c1)\\ub3c4 \\uce90\\uc2dc\\ub77c \\uadf8\\uac83\\uae4c\\uc9c0 \\uc774\\uc5b4\\ubc1b\\uc544\\uc57c \\ub73b\\uc774 \\uc788\\ub2e4.\\n prev = ((self._load_prev_checkpoint(self.step_id) or {}).get(\"data\")\\n or {}).get(CACHE_KEY) or {}\\n cache: Dict[str, Any] = dict(prev) if isinstance(prev, dict) else {}\\n # \\u2605\\u2605**\\ub04a\\uae34 \\ud310\\uc774 \\ub0a8\\uae34 \\uac83\\ub3c4 \\uc774\\uc5b4\\ubc1b\\ub294\\ub2e4.** \\uccb4\\ud06c\\ud3ec\\uc778\\ud2b8\\ub294 \\uc2a4\\ud15d\\uc774 \\ub05d\\ub098\\uc57c\\n # \\uc368\\uc9c0\\ubbc0\\ub85c, N\\ubc88\\uc9f8\\uc5d0\\uc11c \\ub04a\\uae30\\uba74 \\uc55e\\uc758 N-1 \\uc720\\ub8cc \\uacb0\\uacfc\\uac00 CP \\uc5d0\\ub294 \\uc5c6\\ub2e4.\\n cache.update(self._load_partial())\\n failed_memo: set = set()\\n\\n def _flush_row(_row, _plan, _cache=cache) -> None:\\n # \\u2605\\uce90\\uc2dc \\uc804\\uccb4\\ub97c \\ub2e4\\uc2dc \\uc4f4\\ub2e4. \\uc904 \\ub2e8\\uc704\\ub85c \\ub367\\ubd99\\uc774\\uba74 \\ud30c\\uc77c\\uc774 \\ubc18\\ucabd\\uc778 \\ucc44\\ub85c\\n # \\ub04a\\uae38 \\uc218 \\uc788\\uace0, \\ubc18\\ucabd JSON \\uc740 \\ub2e4\\uc74c \\ud310\\uc774 \\ud1b5\\uc9f8\\ub85c \\ubabb \\uc77d\\ub294\\ub2e4.\\n self._save_partial(_cache)\\n\\n out = _screen.screen_subjects(\\n subjects,\\n dispositions=dispositions,\\n world_facts_block=world,\\n cache_get=lambda k: (cache.get(k)\\n if isinstance(cache.get(k), dict) else None),\\n cache_put=lambda k, v: cache.__setitem__(k, v),\\n project_config=self.project_config,\\n opik_metadata=self.build_opik_metadata(),\\n failed_memo=failed_memo,\\n max_assess=(self.project_config or {}).get(\\n \"grounding_screen_max_assess\"),\\n on_row=_flush_row,\\n )\\n logger.info(\\n \"grounding_screen: \\ub300\\uc0c1 %d\\uac1c \\xb7 \\ud310\\ubcc4 \\ud638\\ucd9c %d \\xb7 %s \\xb7 \\uac08\\ub798\\ubcc4 %s\",\\n len(subjects), out[\"assess_calls\"], out[\"counts\"], out[\"by_owner\"])\\n\\n facet_debt = _screen.facet_obligations(out)\\n if facet_debt:\\n # \\u2605**\\uc0ac\\uc57c \\ud558\\ub294\\ub370 \\ubd99\\uc744 \\ub370\\uac00 \\uc5c6\\ub294 \\uac83\\ub4e4.** \\xa72-6.5a producer \\ubaab\\uc774\\ub2e4.\\n # \\uc774 \\ubaa9\\ub85d\\uc774 \\ub0a8\\uc740 \\ucc44\\ub85c \\u300c\\ub2e4\\uc12f \\uac08\\ub798 \\uc644\\ub8cc\\u300d\\ub97c \\ub9d0\\ud558\\uba74 \\uac70\\uc9d3\\uc774\\ub2e4.\\n logger.warning(\\n \"grounding_screen: producer \\uac00 \\uc5c6\\uc5b4 \\ubbf8\\ub8ec \\uc758\\ubb34 %d\\uac74 \\u2014 \\xa72-6.5a\",\\n len(facet_debt))\\n # \\u2605\\u2605**\\uc9c0\\uc6b0\\uc9c0 \\uc54a\\ub294\\ub2e4** (Codex BLOCK-2). manifest \\uc800\\uc7a5\\uc740\\n # `StepRunner.run \\u2192 _execute_and_finalize \\u2192 save_checkpoint` \\uc5d0\\uc11c\\n # `_execute` **\\uac00 \\ub3cc\\uc544\\uc628 \\ub4a4**\\uc5d0 \\uc77c\\uc5b4\\ub09c\\ub2e4. \\uc5ec\\uae30\\uc11c \\uc9c0\\uc6b0\\uba74 \\ubc18\\ud658 \\uc9c1\\ud6c4\\n # crash \\ub098 CP \\uc800\\uc7a5 \\uc2e4\\ud328\\uc5d0 \\uc0b0 \\uac83\\uc774 **\\uc544\\ubb34 \\ub370\\ub3c4 \\uc548 \\ub0a8\\ub294\\ub2e4**.\\n # \\u2605\\ub0a8\\uaca8 \\ub450\\ub294 \\ube44\\uc6a9\\uc740 \\ud30c\\uc77c \\ud558\\ub098\\ubfd0\\uc774\\ub2e4 \\u2014 \\uce90\\uc2dc \\ud0a4\\uc5d0 \\ud329\\xb7\\ubaa8\\ub378\\xb7\\uc815\\ucc45\\uc774\\n # \\uc811\\ud600 \\uc788\\uc5b4 \\uacc4\\uc57d\\uc774 \\ubc14\\ub00c\\uba74 \\uc61b \\uce78\\uc740 \\uadf8\\ub0e5 \\uc548 \\ub9de\\ub294\\ub2e4.\\n return self._wrap(g_mode, screened=out, cache=cache)\\n\\n def _partial_path(self):\\n return self._cp_dir / PARTIAL_NAME\\n\\n def _load_partial(self) -> Dict[str, Any]:\\n import json\\n\\n p = self._partial_path()\\n if not p.exists():\\n return {}\\n try:\\n got = json.loads(p.read_text(encoding=\"utf-8\"))\\n except Exception: # noqa: BLE001 \\u2014 \\ubc18\\ucabd \\ud30c\\uc77c\\uc774 \\ud310\\ubcc4\\uc744 \\ub9c9\\uc73c\\uba74 \\uc548 \\ub41c\\ub2e4\\n logger.warning(\"grounding_screen: \\uc911\\uac04 \\uc800\\uc7a5\\uc774 \\uae68\\uc84c\\ub2e4 \\u2014 \\ubb34\\uc2dc\\ud558\\uace0 \\uac04\\ub2e4\")\\n return {}\\n return got if isinstance(got, dict) else {}\\n\\n def _save_partial(self, cache: Dict[str, Any]) -> None:\\n import json\\n import os\\n\\n p = self._partial_path()\\n p.parent.mkdir(parents=True, exist_ok=True)\\n tmp = p.with_suffix(\".tmp\")\\n tmp.write_text(json.dumps(cache, ensure_ascii=False), encoding=\"utf-8\")\\n # \\u2605**\\uc6d0\\uc790\\uc801\\uc73c\\ub85c** \\ubc14\\uafbc\\ub2e4. \\uadf8\\ub0e5 \\ub36e\\uc5b4\\uc4f0\\uba74 \\uc4f0\\ub294 \\ub3c4\\uc911\\uc5d0 \\ub04a\\uacbc\\uc744 \\ub54c\\n # \\ub2e4\\uc74c \\ud310\\uc774 \\ubc18\\ucabd \\ud30c\\uc77c\\uc744 \\uc77d\\ub294\\ub2e4.\\n os.replace(tmp, p)\\n\\n\\n\\n def _wrap(self, g_mode: str, *, screened: Dict[str, Any],\\n cache: Dict[str, Any] | None = None,\\n skipped: bool = False) -> Dict[str, Any]:\\n rows = screened.get(\"rows\") or []\\n counts = screened.get(\"counts\") or {}\\n # \\u2605\\ubabb \\uc120 \\uac83\\uacfc \\uc0c1\\ud55c\\uc5d0 \\uac78\\ub9b0 \\uac83\\uc740 **\\uc2e4\\ud328\\ub85c \\uc13c\\ub2e4** \\u2014 `partial` \\uc774 \\ub418\\uc5b4\\n # \\ud558\\ub958\\uac00 \\ub9c9\\ud78c\\ub2e4. \\u300c\\ubbf8\\ud655\\uc815\\u300d\\uc744 \\u300c\\ube44\\ub300\\uc0c1\\u300d\\uc73c\\ub85c \\uc77d\\uc73c\\uba74 \\ucc38\\uc870 \\uc5c6\\uc774 \\ub0b4\\ub824\\uac04\\ub2e4.\\n failed = (counts.get(_screen.SCREEN_UNRESOLVED, 0)\\n + counts.get(_screen.SCREEN_CAPPED, 0))\\n done = len(rows) - failed\\n payload: Dict[str, Any] = {\\n \"mode\": g_mode,\\n \"contract_version\": _screen.SCREEN_CONTRACT_VERSION,\\n \"subject_count\": len(rows),\\n \"search_calls\": 0,\\n \"image_calls\": 0,\\n **{k: v for k, v in screened.items() if k != \"contract_version\"},\\n \"facet_debt\": _screen.facet_obligations(screened),\\n }\\n if cache is not None:\\n payload[CACHE_KEY] = cache\\n if skipped:\\n payload[\"skipped\"] = True\\n return {\\n \"completed_count\": done,\\n \"applicable_count\": len(rows),\\n \"failed_count\": failed,\\n \"config_hash\": self._config_hash(),\\n \"data\": payload,\\n }\\n\\n def _config_hash(self) -> str:\\n \"\"\"\\u2605\\ud310\\ubcc4 \\uacc4\\uc57d\\xb7\\ud329 \\ubc14\\uc774\\ud2b8\\ub97c \\uc9c0\\ubb38\\uc5d0 \\uc811\\ub294\\ub2e4.\\n\\n \\uc548 \\uc811\\uc73c\\uba74 \\ud329\\uc774\\ub098 \\ubaa8\\ub378\\uc744 \\ubc14\\uafd4\\ub3c4 resume \\uc774 **\\uc61b \\ud310\\ubcc4\\uc744 \\uadf8\\ub300\\ub85c \\uac74\\ub108\\ub6f4\\ub2e4**.\\n \"\"\"\\n import hashlib\\n import json\\n\\n from app.core.step_runner import compute_config_hash\\n\\n raw = json.dumps({\\n \"base\": compute_config_hash(self.project_config),\\n \"screen_contract\": _screen.SCREEN_CONTRACT_VERSION,\\n \"carry_contract\": _carry.CARRY_CONTRACT_VERSION,\\n # \\u2605\\u2605\\u2605producer \\uacc4\\uc57d\\ub3c4 **\\uc811\\ub294\\ub2e4** (Codex NON-BLOCK \\xb7 09-01).\\n # \\uc774 \\uc2a4\\ud15d\\uc758 \\uc815\\ubcf8 \\ud589\\uc774 `grounding_producer_payload` \\ub97c \\uc2e3\\uae30\\n # \\uc2dc\\uc791\\ud588\\uc73c\\ubbc0\\ub85c, \\uc548 \\uc811\\uc73c\\uba74 **payload \\uac00 \\uc5c6\\ub358 \\uc61b CP** \\ub97c resume \\uc774\\n # \\uadf8\\ub300\\ub85c \\uc7ac\\uc0ac\\uc6a9\\ud55c\\ub2e4 \\u2014 \\uadf8\\ub7ec\\uba74 \\ud558\\ub958\\uac00 \\ud310\\uc815 \\uce78 \\uc5c6\\uc774 \\ub3c8\\ub2e4.\\n \"producer_contract\": _ec.PRODUCER_CONTRACT_VERSION,\\n \"subject_contract\": SUBJECT_ID_CONTRACT_VERSION,\\n \"era_policy\": _era.ERA_RESEARCH_POLICY_VERSION,\\n \"era_pack\": _era.resolve_era_pack(),\\n \"era_pack_hash\": _era.era_pack_content_hash(),\\n \"assess_model\": _era.ASSESS_MODEL,\\n # \\u2605\\u2605alias \\ub294 \\uadf8\\ub300\\ub85c\\uc778\\ub370 **\\ubb3c\\ub9ac \\ubaa8\\ub378\\ub9cc \\ubc14\\ub00c\\uba74** outer resume \\uc774\\n # \\uc61b CP \\ub97c \\uac74\\ub108\\ub6f4\\ub2e4 \\u2014 \\ub2e4\\ub978 \\ubaa8\\ub378\\uc774 \\ud310\\ubcc4\\ud55c \\uac83\\uc744 \\uadf8\\ub300\\ub85c \\uc4f0\\uac8c \\ub41c\\ub2e4\\n # (Codex). `era_research` \\uac00 \\uce90\\uc2dc \\ud0a4\\uc5d0 \\uc811\\ub294 \\uac83\\uacfc \\uac19\\uc740 \\uac12\\uc774\\ub2e4.\\n \"assess_model_physical\": _era.resolve_model_physical(\\n _era.ASSESS_MODEL),\\n }, sort_keys=True, ensure_ascii=False)\\n return hashlib.sha256(raw.encode(\"utf-8\")).hexdigest()[:16]\\n]", "tests/grounding/test_grounding_screen_step.py::TestNoScenarioWordsInTheCode::test_the_source_holds_no_literal_target_list[\"\"\"\\uc55e\\ucabd **\\ud310\\ubcc4** \\uc2a4\\ud15d (13.68) \\u2014 \\u300c\\ubb34\\uc5c7\\uc774 \\ucc38\\uc870 \\uc0ac\\uc9c4\\uc744 \\uc0ac\\uc57c \\ud558\\ub294\\uac00\\u300d.\\n\\n 13.5 entity_merge \\u2190 \\uacb0\\uc18d\\ud560 \\uc5d4\\ud2f0\\ud2f0\\uac00 \\uc5ec\\uae30\\uc11c \\uc815\\ud574\\uc9c4\\ub2e4\\n \\u2193\\n 13.65 grounding_plan route \\ud655\\uc815 (\\uae30\\uc874 \\ucd95)\\n \\u2193\\n 13.68 \\u2605grounding_screen **\\ud310\\ubcc4\\ub9cc** \\u2014 `era_research.assess_plan_cached`\\n \\u2193\\n 13.7 entity_filter \\ud310\\ubcc4\\uc774 \\uc5f0 \\uac83\\uc744 **\\uc548 \\uc9c0\\uc6b4\\ub2e4** + \\uc5c6\\ub294 \\ud589\\uc740 \\ub9cc\\ub4e0\\ub2e4\\n \\u2193\\n 19.x \\uc911\\uc559 \\ud68d\\ub4dd \\u2605\\uc0ac\\ub294 \\uacf3\\uc740 **\\uc5ec\\uae30 \\ud558\\ub098**\\n\\n\\u2605\\uc774 \\uc2a4\\ud15d\\uc740 **\\ucc38\\uc870\\ub97c \\uc0ac\\uc9c0 \\uc54a\\ub294\\ub2e4.** \\uac80\\uc0c9\\xb7\\uc774\\ubbf8\\uc9c0 \\uac80\\uc0c9\\xb7VLM \\ud638\\ucd9c 0.\\n\\uc0ac\\ub294 \\uac83\\uc740 \\uc911\\uc559 19.x \\ud55c \\uacf3\\uc774\\ub2e4 \\u2014 \\ub450 \\uacf3\\uc5d0\\uc11c \\uc0ac\\uba74 \\uac19\\uc740 \\ub300\\uc0c1\\uc744 \\ub450 \\ubc88 \\uc0b0\\ub2e4.\\n\\n\\u2605`generation_difficulty` \\ub97c **\\uadfc\\uac70\\ub85c \\uc4f0\\uc9c0 \\uc54a\\ub294\\ub2e4.** \\uac19\\uc740 \\uc720\\ub8cc \\ud310\\ub2e8\\uc744 \\ub450 \\ubc88\\n\\uc0ac\\uc9c0 \\uc54a\\uae30\\ub85c \\ud655\\uc815\\ub410\\ub2e4 \\u2014 \\ud310\\ubcc4 SOT \\ub294 `era_research.assess_subjects` \\ub2e4.\\n\\n\\u2605\\uacb0\\uc18d(`binding`)\\uc740 `grounding_carry` \\uac00 SOT \\ub2e4. \\uc774 \\uc2a4\\ud15d\\uc740 \\uadf8 \\uc7a5\\ubd80\\ub97c \\uc77d\\uc744 \\ubfd0\\n\\uc774\\ub984\\uc744 \\ub2e4\\uc2dc \\uc9dd\\uc9d3\\uc9c0 \\uc54a\\ub294\\ub2e4.\\n\"\"\"\\nfrom __future__ import annotations\\n\\nimport logging\\nfrom typing import Any, Dict\\n\\nfrom app.core.grounding_mode import (GROUNDING_MODE_LEGACY,\\n resolve_grounding_mode)\\nfrom app.core.step_runner import StepRunner\\nfrom app.core.steps.entity_steps import _EntityStepMixin\\nfrom app.modules.pipeline import grounding_carry as _carry\\nfrom app.modules.pipeline import grounding_entity_contract as _ec\\nfrom app.modules.pipeline import grounding_screen as _screen\\nfrom app.modules.pipeline import era_research as _era\\nfrom app.modules.pipeline.grounding_subject import SUBJECT_ID_CONTRACT_VERSION\\n\\nlogger = logging.getLogger(__name__)\\n\\n#: \\u2605\\ud310\\ubcc4 \\uce90\\uc2dc\\uac00 \\uc549\\ub294 \\uce78. CP \\uc548\\uc5d0 \\ub450\\uc5b4 **resume \\uc774 \\ub2e4\\uc2dc \\uc548 \\uc0ac\\uac8c** \\ud55c\\ub2e4.\\nCACHE_KEY = \"assess_cache\"\\n#: \\u2605\\u2605\\ud55c \\uc904\\uc774 \\ub0a0 \\ub54c\\ub9c8\\ub2e4 **\\uc5ec\\uae30\\uc5d0 \\uba3c\\uc800** \\uc313\\uc778\\ub2e4. \\uc2a4\\ud15d\\uc774 \\uc911\\uac04\\uc5d0 \\ub04a\\uaca8\\ub3c4 \\uc774\\n#: \\ud30c\\uc77c\\uc774 \\ub0a8\\uc544 \\ub2e4\\uc74c \\ud310\\uc774 \\uc55e\\uc758 \\uc720\\ub8cc \\uacb0\\uacfc\\ub97c **\\ub2e4\\uc2dc \\uc548 \\uc0b0\\ub2e4**.\\nPARTIAL_NAME = \"screen_partial.json\"\\n\\n\\nclass GroundingScreenStep(_EntityStepMixin, StepRunner):\\n \"\"\"\\ucc38\\uc870 \\ud68d\\ub4dd **\\uc758\\ubb34**\\ub97c \\uc815\\ud55c\\ub2e4. \\uc0ac\\uc9c0\\ub294 \\uc54a\\ub294\\ub2e4.\"\"\"\\n\\n def _execute(self, mode: str = \"resume\") -> Dict[str, Any]:\\n g_mode = resolve_grounding_mode(self.project_config)\\n if g_mode == GROUNDING_MODE_LEGACY:\\n # \\u2605manifest \\uc758 `if_grounding_v2` \\uac00 \\uc774\\ubbf8 \\uac70\\ub978\\ub2e4. \\ub2e8\\ub3c5 \\ud638\\ucd9c\\ub85c \\ub4e4\\uc5b4\\uc640\\ub3c4\\n # **\\uc544\\ubb34\\uac83\\ub3c4 \\uc548 \\ud558\\uace0** \\uc120\\ub2e4.\\n logger.info(\"grounding_screen: mode=legacy \\u2014 \\uc544\\ubb34\\uac83\\ub3c4 \\uc548 \\ud55c\\ub2e4\")\\n return self._wrap(g_mode, screened={}, skipped=True)\\n\\n merge_cp = self._load_prev_checkpoint(\"entity_merge\")\\n entities = (merge_cp or {}).get(\"data\") or {}\\n a0_cp = self._load_prev_checkpoint(\"grounding_a0\")\\n a0_cands = ((a0_cp or {}).get(\"data\") or {}).get(\"candidates\") or []\\n\\n # \\u2605\\u2605\\uacb0\\uc18d\\uc740 `grounding_carry` **\\ud55c \\ud568\\uc218**\\uac00 \\ud55c\\ub2e4 \\u2014 `grounding_plan` \\uacfc\\n # offline \\uc7ac\\uc0dd\\uae30\\uac00 \\uc4f0\\ub294 \\ubc14\\ub85c \\uadf8 \\ud568\\uc218\\ub2e4. \\uc5ec\\uae30\\uc11c \\ub530\\ub85c \\uc9dd\\uc9c0\\uc73c\\uba74 \\uc138 \\uacf3\\uc774\\n # \\uac08\\ub9ac\\uace0, \\uac08\\ub9b0 \\uac83\\uc744 \\uc544\\ubb34\\ub3c4 \\ubabb \\ubcf8\\ub2e4.\\n built = _carry.build_subjects(\\n entities, project_id=self.project_id, episode_id=self.episode_id,\\n source_step=\"entity_merge\", a0_candidates=a0_cands)\\n ledger = built.get(\"candidate_ledger\") or {}\\n # \\u2605\\u2605\\u2605**\\ub450 \\uc7a5\\ubd80\\ub97c \\ud569\\uce5c\\ub2e4** (Codex BLOCK \\xb7 09-01).\\n # \\ud6c4\\ubcf4 \\uc7a5\\ubd80\\ub9cc \\ubcf4\\uba74 \\u300cA0 \\ud6c4\\ubcf4\\uac00 \\uc5c6\\ub294 \\uae30\\uc874 \\uc5d4\\ud2f0\\ud2f0 \\ud589\\u300d\\uc744 \\ud45c\\ud604\\ud560 \\uc218 \\uc5c6\\uc5b4\\n # `binding_of` \\uac00 \\uadf8\\uac83\\uc744 `unbound` \\ub85c \\ub5a8\\uc5b4\\ub728\\ub9b0\\ub2e4 \\u2014 \\uc2e4\\uce21: \\ub4f1\\ub85d LP +\\n # A0=[] \\u2192 `unbound`. subject \\ucabd \\ucc98\\ubd84\\uc740 `build_subjects` \\uac00 \\ub0b8\\ub2e4.\\n dispositions = dict(built.get(\"subject_dispositions\") or {})\\n dispositions.update({\\n str(r.get(\"research_subject_id\") or \"\"): str(r.get(\"disposition\") or \"\")\\n for r in (ledger.get(\"rows\") or [])\\n })\\n # \\u2605\\u2605**\\ub2e4\\uc12f \\uac08\\ub798\\ub97c \\uc804\\ubd80** \\ubaa8\\uc9d1\\ub2e8\\uc5d0 \\ub123\\ub294\\ub2e4. `build_subjects` \\uc758\\n # `subjects` \\ub294 `DISP_PROMOTED` \\ub9cc \\uc2b9\\uaca9\\ud558\\ubbc0\\ub85c facet \\ub450 \\uac08\\ub798\\uac00 \\ud1b5\\uc9f8\\ub85c\\n # \\ube60\\uc9c4\\ub2e4 \\u2014 \\uadf8\\uac83\\ub9cc \\ubcf4\\ub0b4 \\ub193\\uace0 \\u300c\\ub2e4\\uc12f owner \\ud310\\ubcc4\\u300d\\uc774\\ub77c\\uace0 \\uc4f0\\uba74 \\uac70\\uc9d3\\uc774\\ub2e4.\\n subjects = _screen.build_population(\\n built[\"subjects\"], a0_cands, dispositions)\\n\\n from app.core.world_context import build_world_facts_block\\n\\n rules_cp = self._load_prev_checkpoint(\"visual_world_rules\")\\n world = build_world_facts_block(rules_cp)\\n if not world.strip():\\n from app.core.errors import AppError\\n\\n # \\u2605\\uc138\\uacc4\\uad00 \\uc5c6\\uc774 \\ud310\\ubcc4\\ud558\\uba74 \\u300c\\uadf8 \\uc2dc\\ub300\\uc5d0 \\ud2b9\\ubcc4\\ud55c\\uac00\\u300d\\ub97c \\ubb3c\\uc744 \\uae30\\uc900\\uc774 \\uc5c6\\ub2e4.\\n # \\ube48 \\ube14\\ub85d\\uc73c\\ub85c \\uc0ac\\uba74 \\uadf8 \\ub3c8\\uc774 \\uadf8\\ub0e5 \\ubc84\\ub824\\uc9c4\\ub2e4.\\n raise AppError(\\n code=\"grounding_screen.missing_world_context\",\\n message=\"visual_world_rules \\uac00 \\ube44\\uc5c8\\ub2e4 \\u2014 \\uc2dc\\ub300 \\uae30\\uc900 \\uc5c6\\uc774 \\ud310\\ubcc4\\ud560 \\uc218 \\uc5c6\\ub2e4\",\\n status_code=400,\\n )\\n\\n # \\u2605\\uc774\\uc804 \\ud310\\uc758 \\ud310\\ubcc4 \\uce90\\uc2dc\\ub97c \\uc774\\uc5b4\\ubc1b\\ub294\\ub2e4 \\u2014 resume \\uc774 \\uac19\\uc740 \\uac83\\uc744 **\\ub2e4\\uc2dc \\uc0ac\\uba74**\\n # \\uc548 \\ub41c\\ub2e4. \\ube48 \\ubaa9\\ub85d(\\ube44\\ub300\\uc0c1)\\ub3c4 \\uce90\\uc2dc\\ub77c \\uadf8\\uac83\\uae4c\\uc9c0 \\uc774\\uc5b4\\ubc1b\\uc544\\uc57c \\ub73b\\uc774 \\uc788\\ub2e4.\\n prev = ((self._load_prev_checkpoint(self.step_id) or {}).get(\"data\")\\n or {}).get(CACHE_KEY) or {}\\n cache: Dict[str, Any] = dict(prev) if isinstance(prev, dict) else {}\\n # \\u2605\\u2605**\\ub04a\\uae34 \\ud310\\uc774 \\ub0a8\\uae34 \\uac83\\ub3c4 \\uc774\\uc5b4\\ubc1b\\ub294\\ub2e4.** \\uccb4\\ud06c\\ud3ec\\uc778\\ud2b8\\ub294 \\uc2a4\\ud15d\\uc774 \\ub05d\\ub098\\uc57c\\n # \\uc368\\uc9c0\\ubbc0\\ub85c, N\\ubc88\\uc9f8\\uc5d0\\uc11c \\ub04a\\uae30\\uba74 \\uc55e\\uc758 N-1 \\uc720\\ub8cc \\uacb0\\uacfc\\uac00 CP \\uc5d0\\ub294 \\uc5c6\\ub2e4.\\n cache.update(self._load_partial())\\n failed_memo: set = set()\\n\\n def _flush_row(_row, _plan, _cache=cache) -> None:\\n # \\u2605\\uce90\\uc2dc \\uc804\\uccb4\\ub97c \\ub2e4\\uc2dc \\uc4f4\\ub2e4. \\uc904 \\ub2e8\\uc704\\ub85c \\ub367\\ubd99\\uc774\\uba74 \\ud30c\\uc77c\\uc774 \\ubc18\\ucabd\\uc778 \\ucc44\\ub85c\\n # \\ub04a\\uae38 \\uc218 \\uc788\\uace0, \\ubc18\\ucabd JSON \\uc740 \\ub2e4\\uc74c \\ud310\\uc774 \\ud1b5\\uc9f8\\ub85c \\ubabb \\uc77d\\ub294\\ub2e4.\\n self._save_partial(_cache)\\n\\n out = _screen.screen_subjects(\\n subjects,\\n dispositions=dispositions,\\n world_facts_block=world,\\n cache_get=lambda k: (cache.get(k)\\n if isinstance(cache.get(k), dict) else None),\\n cache_put=lambda k, v: cache.__setitem__(k, v),\\n project_config=self.project_config,\\n opik_metadata=self.build_opik_metadata(),\\n failed_memo=failed_memo,\\n max_assess=(self.project_config or {}).get(\\n \"grounding_screen_max_assess\"),\\n on_row=_flush_row,\\n )\\n logger.info(\\n \"grounding_screen: \\ub300\\uc0c1 %d\\uac1c \\xb7 \\ud310\\ubcc4 \\ud638\\ucd9c %d \\xb7 %s \\xb7 \\uac08\\ub798\\ubcc4 %s\",\\n len(subjects), out[\"assess_calls\"], out[\"counts\"], out[\"by_owner\"])\\n\\n facet_debt = _screen.facet_obligations(out)\\n if facet_debt:\\n # \\u2605**\\uc0ac\\uc57c \\ud558\\ub294\\ub370 \\ubd99\\uc744 \\ub370\\uac00 \\uc5c6\\ub294 \\uac83\\ub4e4.** \\xa72-6.5a producer \\ubaab\\uc774\\ub2e4.\\n # \\uc774 \\ubaa9\\ub85d\\uc774 \\ub0a8\\uc740 \\ucc44\\ub85c \\u300c\\ub2e4\\uc12f \\uac08\\ub798 \\uc644\\ub8cc\\u300d\\ub97c \\ub9d0\\ud558\\uba74 \\uac70\\uc9d3\\uc774\\ub2e4.\\n logger.warning(\\n \"grounding_screen: producer \\uac00 \\uc5c6\\uc5b4 \\ubbf8\\ub8ec \\uc758\\ubb34 %d\\uac74 \\u2014 \\xa72-6.5a\",\\n len(facet_debt))\\n # \\u2605\\u2605**\\uc9c0\\uc6b0\\uc9c0 \\uc54a\\ub294\\ub2e4** (Codex BLOCK-2). manifest \\uc800\\uc7a5\\uc740\\n # `StepRunner.run \\u2192 _execute_and_finalize \\u2192 save_checkpoint` \\uc5d0\\uc11c\\n # `_execute` **\\uac00 \\ub3cc\\uc544\\uc628 \\ub4a4**\\uc5d0 \\uc77c\\uc5b4\\ub09c\\ub2e4. \\uc5ec\\uae30\\uc11c \\uc9c0\\uc6b0\\uba74 \\ubc18\\ud658 \\uc9c1\\ud6c4\\n # crash \\ub098 CP \\uc800\\uc7a5 \\uc2e4\\ud328\\uc5d0 \\uc0b0 \\uac83\\uc774 **\\uc544\\ubb34 \\ub370\\ub3c4 \\uc548 \\ub0a8\\ub294\\ub2e4**.\\n # \\u2605\\ub0a8\\uaca8 \\ub450\\ub294 \\ube44\\uc6a9\\uc740 \\ud30c\\uc77c \\ud558\\ub098\\ubfd0\\uc774\\ub2e4 \\u2014 \\uce90\\uc2dc \\ud0a4\\uc5d0 \\ud329\\xb7\\ubaa8\\ub378\\xb7\\uc815\\ucc45\\uc774\\n # \\uc811\\ud600 \\uc788\\uc5b4 \\uacc4\\uc57d\\uc774 \\ubc14\\ub00c\\uba74 \\uc61b \\uce78\\uc740 \\uadf8\\ub0e5 \\uc548 \\ub9de\\ub294\\ub2e4.\\n return self._wrap(g_mode, screened=out, cache=cache)\\n\\n def _partial_path(self):\\n return self._cp_dir / PARTIAL_NAME\\n\\n def _load_partial(self) -> Dict[str, Any]:\\n import json\\n\\n p = self._partial_path()\\n if not p.exists():\\n return {}\\n try:\\n got = json.loads(p.read_text(encoding=\"utf-8\"))\\n except Exception: # noqa: BLE001 \\u2014 \\ubc18\\ucabd \\ud30c\\uc77c\\uc774 \\ud310\\ubcc4\\uc744 \\ub9c9\\uc73c\\uba74 \\uc548 \\ub41c\\ub2e4\\n logger.warning(\"grounding_screen: \\uc911\\uac04 \\uc800\\uc7a5\\uc774 \\uae68\\uc84c\\ub2e4 \\u2014 \\ubb34\\uc2dc\\ud558\\uace0 \\uac04\\ub2e4\")\\n return {}\\n return got if isinstance(got, dict) else {}\\n\\n def _save_partial(self, cache: Dict[str, Any]) -> None:\\n import json\\n import os\\n\\n p = self._partial_path()\\n p.parent.mkdir(parents=True, exist_ok=True)\\n tmp = p.with_suffix(\".tmp\")\\n tmp.write_text(json.dumps(cache, ensure_ascii=False), encoding=\"utf-8\")\\n # \\u2605**\\uc6d0\\uc790\\uc801\\uc73c\\ub85c** \\ubc14\\uafbc\\ub2e4. \\uadf8\\ub0e5 \\ub36e\\uc5b4\\uc4f0\\uba74 \\uc4f0\\ub294 \\ub3c4\\uc911\\uc5d0 \\ub04a\\uacbc\\uc744 \\ub54c\\n # \\ub2e4\\uc74c \\ud310\\uc774 \\ubc18\\ucabd \\ud30c\\uc77c\\uc744 \\uc77d\\ub294\\ub2e4.\\n os.replace(tmp, p)\\n\\n\\n\\n def _wrap(self, g_mode: str, *, screened: Dict[str, Any],\\n cache: Dict[str, Any] | None = None,\\n skipped: bool = False) -> Dict[str, Any]:\\n rows = screened.get(\"rows\") or []\\n counts = screened.get(\"counts\") or {}\\n # \\u2605\\ubabb \\uc120 \\uac83\\uacfc \\uc0c1\\ud55c\\uc5d0 \\uac78\\ub9b0 \\uac83\\uc740 **\\uc2e4\\ud328\\ub85c \\uc13c\\ub2e4** \\u2014 `partial` \\uc774 \\ub418\\uc5b4\\n # \\ud558\\ub958\\uac00 \\ub9c9\\ud78c\\ub2e4. \\u300c\\ubbf8\\ud655\\uc815\\u300d\\uc744 \\u300c\\ube44\\ub300\\uc0c1\\u300d\\uc73c\\ub85c \\uc77d\\uc73c\\uba74 \\ucc38\\uc870 \\uc5c6\\uc774 \\ub0b4\\ub824\\uac04\\ub2e4.\\n failed = (counts.get(_screen.SCREEN_UNRESOLVED, 0)\\n + counts.get(_screen.SCREEN_CAPPED, 0))\\n done = len(rows) - failed\\n payload: Dict[str, Any] = {\\n \"mode\": g_mode,\\n \"contract_version\": _screen.SCREEN_CONTRACT_VERSION,\\n \"subject_count\": len(rows),\\n \"search_calls\": 0,\\n \"image_calls\": 0,\\n **{k: v for k, v in screened.items() if k != \"contract_version\"},\\n \"facet_debt\": _screen.facet_obligations(screened),\\n }\\n if cache is not None:\\n payload[CACHE_KEY] = cache\\n if skipped:\\n payload[\"skipped\"] = True\\n return {\\n \"completed_count\": done,\\n \"applicable_count\": len(rows),\\n \"failed_count\": failed,\\n \"config_hash\": self._config_hash(),\\n \"data\": payload,\\n }\\n\\n def _config_hash(self) -> str:\\n \"\"\"\\u2605\\ud310\\ubcc4 \\uacc4\\uc57d\\xb7\\ud329 \\ubc14\\uc774\\ud2b8\\ub97c \\uc9c0\\ubb38\\uc5d0 \\uc811\\ub294\\ub2e4.\\n\\n \\uc548 \\uc811\\uc73c\\uba74 \\ud329\\uc774\\ub098 \\ubaa8\\ub378\\uc744 \\ubc14\\uafd4\\ub3c4 resume \\uc774 **\\uc61b \\ud310\\ubcc4\\uc744 \\uadf8\\ub300\\ub85c \\uac74\\ub108\\ub6f4\\ub2e4**.\\n \"\"\"\\n import hashlib\\n import json\\n\\n from app.core.step_runner import compute_config_hash\\n\\n raw = json.dumps({\\n \"base\": compute_config_hash(self.project_config),\\n \"screen_contract\": _screen.SCREEN_CONTRACT_VERSION,\\n \"carry_contract\": _carry.CARRY_CONTRACT_VERSION,\\n # \\u2605\\u2605\\u2605producer \\uacc4\\uc57d\\ub3c4 **\\uc811\\ub294\\ub2e4** (Codex NON-BLOCK \\xb7 09-01).\\n # \\uc774 \\uc2a4\\ud15d\\uc758 \\uc815\\ubcf8 \\ud589\\uc774 `grounding_producer_payload` \\ub97c \\uc2e3\\uae30\\n # \\uc2dc\\uc791\\ud588\\uc73c\\ubbc0\\ub85c, \\uc548 \\uc811\\uc73c\\uba74 **payload \\uac00 \\uc5c6\\ub358 \\uc61b CP** \\ub97c resume \\uc774\\n # \\uadf8\\ub300\\ub85c \\uc7ac\\uc0ac\\uc6a9\\ud55c\\ub2e4 \\u2014 \\uadf8\\ub7ec\\uba74 \\ud558\\ub958\\uac00 \\ud310\\uc815 \\uce78 \\uc5c6\\uc774 \\ub3c8\\ub2e4.\\n \"producer_contract\": _ec.PRODUCER_CONTRACT_VERSION,\\n \"subject_contract\": SUBJECT_ID_CONTRACT_VERSION,\\n \"era_policy\": _era.ERA_RESEARCH_POLICY_VERSION,\\n \"era_pack\": _era.resolve_era_pack(),\\n \"era_pack_hash\": _era.era_pack_content_hash(),\\n \"assess_model\": _era.ASSESS_MODEL,\\n # \\u2605\\u2605alias \\ub294 \\uadf8\\ub300\\ub85c\\uc778\\ub370 **\\ubb3c\\ub9ac \\ubaa8\\ub378\\ub9cc \\ubc14\\ub00c\\uba74** outer resume \\uc774\\n # \\uc61b CP \\ub97c \\uac74\\ub108\\ub6f4\\ub2e4 \\u2014 \\ub2e4\\ub978 \\ubaa8\\ub378\\uc774 \\ud310\\ubcc4\\ud55c \\uac83\\uc744 \\uadf8\\ub300\\ub85c \\uc4f0\\uac8c \\ub41c\\ub2e4\\n # (Codex). `era_research` \\uac00 \\uce90\\uc2dc \\ud0a4\\uc5d0 \\uc811\\ub294 \\uac83\\uacfc \\uac19\\uc740 \\uac12\\uc774\\ub2e4.\\n \"assess_model_physical\": _era.resolve_model_physical(\\n _era.ASSESS_MODEL),\\n }, sort_keys=True, ensure_ascii=False)\\n return hashlib.sha256(raw.encode(\"utf-8\")).hexdigest()[:16]\\n]", "tests/grounding/test_grounding_screen_step.py::TestNoScenarioWordsInTheCode::test_the_source_holds_no_literal_target_list[\"\"\"\\uc55e\\ucabd **\\ud310\\ubcc4** \\uc2a4\\ud15d (13.68) \\u2014 \\u300c\\ubb34\\uc5c7\\uc774 \\ucc38\\uc870 \\uc0ac\\uc9c4\\uc744 \\uc0ac\\uc57c \\ud558\\ub294\\uac00\\u300d.\\n\\n 13.5 entity_merge \\u2190 \\uacb0\\uc18d\\ud560 \\uc5d4\\ud2f0\\ud2f0\\uac00 \\uc5ec\\uae30\\uc11c \\uc815\\ud574\\uc9c4\\ub2e4\\n \\u2193\\n 13.65 grounding_plan route \\ud655\\uc815 (\\uae30\\uc874 \\ucd95)\\n \\u2193\\n 13.68 \\u2605grounding_screen **\\ud310\\ubcc4\\ub9cc** \\u2014 `era_research.assess_plan_cached`\\n \\u2193\\n 13.7 entity_filter \\ud310\\ubcc4\\uc774 \\uc5f0 \\uac83\\uc744 **\\uc548 \\uc9c0\\uc6b4\\ub2e4** + \\uc5c6\\ub294 \\ud589\\uc740 \\ub9cc\\ub4e0\\ub2e4\\n \\u2193\\n 19.x \\uc911\\uc559 \\ud68d\\ub4dd \\u2605\\uc0ac\\ub294 \\uacf3\\uc740 **\\uc5ec\\uae30 \\ud558\\ub098**\\n\\n\\u2605\\uc774 \\uc2a4\\ud15d\\uc740 **\\ucc38\\uc870\\ub97c \\uc0ac\\uc9c0 \\uc54a\\ub294\\ub2e4.** \\uac80\\uc0c9\\xb7\\uc774\\ubbf8\\uc9c0 \\uac80\\uc0c9\\xb7VLM \\ud638\\ucd9c 0.\\n\\uc0ac\\ub294 \\uac83\\uc740 \\uc911\\uc559 19.x \\ud55c \\uacf3\\uc774\\ub2e4 \\u2014 \\ub450 \\uacf3\\uc5d0\\uc11c \\uc0ac\\uba74 \\uac19\\uc740 \\ub300\\uc0c1\\uc744 \\ub450 \\ubc88 \\uc0b0\\ub2e4.\\n\\n\\u2605`generation_difficulty` \\ub97c **\\uadfc\\uac70\\ub85c \\uc4f0\\uc9c0 \\uc54a\\ub294\\ub2e4.** \\uac19\\uc740 \\uc720\\ub8cc \\ud310\\ub2e8\\uc744 \\ub450 \\ubc88\\n\\uc0ac\\uc9c0 \\uc54a\\uae30\\ub85c \\ud655\\uc815\\ub410\\ub2e4 \\u2014 \\ud310\\ubcc4 SOT \\ub294 `era_research.assess_subjects` \\ub2e4.\\n\\n\\u2605\\uacb0\\uc18d(`binding`)\\uc740 `grounding_carry` \\uac00 SOT \\ub2e4. \\uc774 \\uc2a4\\ud15d\\uc740 \\uadf8 \\uc7a5\\ubd80\\ub97c \\uc77d\\uc744 \\ubfd0\\n\\uc774\\ub984\\uc744 \\ub2e4\\uc2dc \\uc9dd\\uc9d3\\uc9c0 \\uc54a\\ub294\\ub2e4.\\n\"\"\"\\nfrom __future__ import annotations\\n\\nimport logging\\nfrom typing import Any, Dict\\n\\nfrom app.core.grounding_mode import (GROUNDING_MODE_LEGACY,\\n resolve_grounding_mode)\\nfrom app.core.step_runner import StepRunner\\nfrom app.core.steps.entity_steps import _EntityStepMixin\\nfrom app.modules.pipeline import grounding_carry as _carry\\nfrom app.modules.pipeline import grounding_screen as _screen\\nfrom app.modules.pipeline import era_research as _era\\nfrom app.modules.pipeline.grounding_subject import SUBJECT_ID_CONTRACT_VERSION\\n\\nlogger = logging.getLogger(__name__)\\n\\n#: \\u2605\\ud310\\ubcc4 \\uce90\\uc2dc\\uac00 \\uc549\\ub294 \\uce78. CP \\uc548\\uc5d0 \\ub450\\uc5b4 **resume \\uc774 \\ub2e4\\uc2dc \\uc548 \\uc0ac\\uac8c** \\ud55c\\ub2e4.\\nCACHE_KEY = \"assess_cache\"\\n#: \\u2605\\u2605\\ud55c \\uc904\\uc774 \\ub0a0 \\ub54c\\ub9c8\\ub2e4 **\\uc5ec\\uae30\\uc5d0 \\uba3c\\uc800** \\uc313\\uc778\\ub2e4. \\uc2a4\\ud15d\\uc774 \\uc911\\uac04\\uc5d0 \\ub04a\\uaca8\\ub3c4 \\uc774\\n#: \\ud30c\\uc77c\\uc774 \\ub0a8\\uc544 \\ub2e4\\uc74c \\ud310\\uc774 \\uc55e\\uc758 \\uc720\\ub8cc \\uacb0\\uacfc\\ub97c **\\ub2e4\\uc2dc \\uc548 \\uc0b0\\ub2e4**.\\nPARTIAL_NAME = \"screen_partial.json\"\\n\\n\\nclass GroundingScreenStep(_EntityStepMixin, StepRunner):\\n \"\"\"\\ucc38\\uc870 \\ud68d\\ub4dd **\\uc758\\ubb34**\\ub97c \\uc815\\ud55c\\ub2e4. \\uc0ac\\uc9c0\\ub294 \\uc54a\\ub294\\ub2e4.\"\"\"\\n\\n def _execute(self, mode: str = \"resume\") -> Dict[str, Any]:\\n g_mode = resolve_grounding_mode(self.project_config)\\n if g_mode == GROUNDING_MODE_LEGACY:\\n # \\u2605manifest \\uc758 `if_grounding_v2` \\uac00 \\uc774\\ubbf8 \\uac70\\ub978\\ub2e4. \\ub2e8\\ub3c5 \\ud638\\ucd9c\\ub85c \\ub4e4\\uc5b4\\uc640\\ub3c4\\n # **\\uc544\\ubb34\\uac83\\ub3c4 \\uc548 \\ud558\\uace0** \\uc120\\ub2e4.\\n logger.info(\"grounding_screen: mode=legacy \\u2014 \\uc544\\ubb34\\uac83\\ub3c4 \\uc548 \\ud55c\\ub2e4\")\\n return self._wrap(g_mode, screened={}, skipped=True)\\n\\n merge_cp = self._load_prev_checkpoint(\"entity_merge\")\\n entities = (merge_cp or {}).get(\"data\") or {}\\n a0_cp = self._load_prev_checkpoint(\"grounding_a0\")\\n a0_cands = ((a0_cp or {}).get(\"data\") or {}).get(\"candidates\") or []\\n\\n # \\u2605\\u2605\\uacb0\\uc18d\\uc740 `grounding_carry` **\\ud55c \\ud568\\uc218**\\uac00 \\ud55c\\ub2e4 \\u2014 `grounding_plan` \\uacfc\\n # offline \\uc7ac\\uc0dd\\uae30\\uac00 \\uc4f0\\ub294 \\ubc14\\ub85c \\uadf8 \\ud568\\uc218\\ub2e4. \\uc5ec\\uae30\\uc11c \\ub530\\ub85c \\uc9dd\\uc9c0\\uc73c\\uba74 \\uc138 \\uacf3\\uc774\\n # \\uac08\\ub9ac\\uace0, \\uac08\\ub9b0 \\uac83\\uc744 \\uc544\\ubb34\\ub3c4 \\ubabb \\ubcf8\\ub2e4.\\n built = _carry.build_subjects(\\n entities, project_id=self.project_id, episode_id=self.episode_id,\\n source_step=\"entity_merge\", a0_candidates=a0_cands)\\n ledger = built.get(\"candidate_ledger\") or {}\\n # \\u2605\\u2605\\u2605**\\ub450 \\uc7a5\\ubd80\\ub97c \\ud569\\uce5c\\ub2e4** (Codex BLOCK 2026-09-01).\\n # \\ud6c4\\ubcf4 \\uc7a5\\ubd80\\ub9cc \\ubcf4\\uba74 \\u300cA0 \\ud6c4\\ubcf4\\uac00 \\uc5c6\\ub294 \\uae30\\uc874 \\uc5d4\\ud2f0\\ud2f0 \\ud589\\u300d\\uc744 \\ud45c\\ud604\\ud560 \\uc218 \\uc5c6\\uc5b4\\n # `binding_of` \\uac00 \\uadf8\\uac83\\uc744 `unbound` \\ub85c \\ub5a8\\uc5b4\\ub728\\ub9b0\\ub2e4 \\u2014 \\uc2e4\\uce21: \\ub4f1\\ub85d LP +\\n # A0=[] \\u2192 `unbound`. subject \\ucabd \\ucc98\\ubd84\\uc740 `build_subjects` \\uac00 \\ub0b8\\ub2e4.\\n dispositions = dict(built.get(\"subject_dispositions\") or {})\\n dispositions.update({\\n str(r.get(\"research_subject_id\") or \"\"): str(r.get(\"disposition\") or \"\")\\n for r in (ledger.get(\"rows\") or [])\\n })\\n # \\u2605\\u2605**\\ub2e4\\uc12f \\uac08\\ub798\\ub97c \\uc804\\ubd80** \\ubaa8\\uc9d1\\ub2e8\\uc5d0 \\ub123\\ub294\\ub2e4. `build_subjects` \\uc758\\n # `subjects` \\ub294 `DISP_PROMOTED` \\ub9cc \\uc2b9\\uaca9\\ud558\\ubbc0\\ub85c facet \\ub450 \\uac08\\ub798\\uac00 \\ud1b5\\uc9f8\\ub85c\\n # \\ube60\\uc9c4\\ub2e4 \\u2014 \\uadf8\\uac83\\ub9cc \\ubcf4\\ub0b4 \\ub193\\uace0 \\u300c\\ub2e4\\uc12f owner \\ud310\\ubcc4\\u300d\\uc774\\ub77c\\uace0 \\uc4f0\\uba74 \\uac70\\uc9d3\\uc774\\ub2e4.\\n subjects = _screen.build_population(\\n built[\"subjects\"], a0_cands, dispositions)\\n\\n from app.core.world_context import build_world_facts_block\\n\\n rules_cp = self._load_prev_checkpoint(\"visual_world_rules\")\\n world = build_world_facts_block(rules_cp)\\n if not world.strip():\\n from app.core.errors import AppError\\n\\n # \\u2605\\uc138\\uacc4\\uad00 \\uc5c6\\uc774 \\ud310\\ubcc4\\ud558\\uba74 \\u300c\\uadf8 \\uc2dc\\ub300\\uc5d0 \\ud2b9\\ubcc4\\ud55c\\uac00\\u300d\\ub97c \\ubb3c\\uc744 \\uae30\\uc900\\uc774 \\uc5c6\\ub2e4.\\n # \\ube48 \\ube14\\ub85d\\uc73c\\ub85c \\uc0ac\\uba74 \\uadf8 \\ub3c8\\uc774 \\uadf8\\ub0e5 \\ubc84\\ub824\\uc9c4\\ub2e4.\\n raise AppError(\\n code=\"grounding_screen.missing_world_context\",\\n message=\"visual_world_rules \\uac00 \\ube44\\uc5c8\\ub2e4 \\u2014 \\uc2dc\\ub300 \\uae30\\uc900 \\uc5c6\\uc774 \\ud310\\ubcc4\\ud560 \\uc218 \\uc5c6\\ub2e4\",\\n status_code=400,\\n )\\n\\n # \\u2605\\uc774\\uc804 \\ud310\\uc758 \\ud310\\ubcc4 \\uce90\\uc2dc\\ub97c \\uc774\\uc5b4\\ubc1b\\ub294\\ub2e4 \\u2014 resume \\uc774 \\uac19\\uc740 \\uac83\\uc744 **\\ub2e4\\uc2dc \\uc0ac\\uba74**\\n # \\uc548 \\ub41c\\ub2e4. \\ube48 \\ubaa9\\ub85d(\\ube44\\ub300\\uc0c1)\\ub3c4 \\uce90\\uc2dc\\ub77c \\uadf8\\uac83\\uae4c\\uc9c0 \\uc774\\uc5b4\\ubc1b\\uc544\\uc57c \\ub73b\\uc774 \\uc788\\ub2e4.\\n prev = ((self._load_prev_checkpoint(self.step_id) or {}).get(\"data\")\\n or {}).get(CACHE_KEY) or {}\\n cache: Dict[str, Any] = dict(prev) if isinstance(prev, dict) else {}\\n # \\u2605\\u2605**\\ub04a\\uae34 \\ud310\\uc774 \\ub0a8\\uae34 \\uac83\\ub3c4 \\uc774\\uc5b4\\ubc1b\\ub294\\ub2e4.** \\uccb4\\ud06c\\ud3ec\\uc778\\ud2b8\\ub294 \\uc2a4\\ud15d\\uc774 \\ub05d\\ub098\\uc57c\\n # \\uc368\\uc9c0\\ubbc0\\ub85c, N\\ubc88\\uc9f8\\uc5d0\\uc11c \\ub04a\\uae30\\uba74 \\uc55e\\uc758 N-1 \\uc720\\ub8cc \\uacb0\\uacfc\\uac00 CP \\uc5d0\\ub294 \\uc5c6\\ub2e4.\\n cache.update(self._load_partial())\\n failed_memo: set = set()\\n\\n def _flush_row(_row, _plan, _cache=cache) -> None:\\n # \\u2605\\uce90\\uc2dc \\uc804\\uccb4\\ub97c \\ub2e4\\uc2dc \\uc4f4\\ub2e4. \\uc904 \\ub2e8\\uc704\\ub85c \\ub367\\ubd99\\uc774\\uba74 \\ud30c\\uc77c\\uc774 \\ubc18\\ucabd\\uc778 \\ucc44\\ub85c\\n # \\ub04a\\uae38 \\uc218 \\uc788\\uace0, \\ubc18\\ucabd JSON \\uc740 \\ub2e4\\uc74c \\ud310\\uc774 \\ud1b5\\uc9f8\\ub85c \\ubabb \\uc77d\\ub294\\ub2e4.\\n self._save_partial(_cache)\\n\\n out = _screen.screen_subjects(\\n subjects,\\n dispositions=dispositions,\\n world_facts_block=world,\\n cache_get=lambda k: (cache.get(k)\\n if isinstance(cache.get(k), dict) else None),\\n cache_put=lambda k, v: cache.__setitem__(k, v),\\n project_config=self.project_config,\\n opik_metadata=self.build_opik_metadata(),\\n failed_memo=failed_memo,\\n max_assess=(self.project_config or {}).get(\\n \"grounding_screen_max_assess\"),\\n on_row=_flush_row,\\n )\\n logger.info(\\n \"grounding_screen: \\ub300\\uc0c1 %d\\uac1c \\xb7 \\ud310\\ubcc4 \\ud638\\ucd9c %d \\xb7 %s \\xb7 \\uac08\\ub798\\ubcc4 %s\",\\n len(subjects), out[\"assess_calls\"], out[\"counts\"], out[\"by_owner\"])\\n\\n facet_debt = _screen.facet_obligations(out)\\n if facet_debt:\\n # \\u2605**\\uc0ac\\uc57c \\ud558\\ub294\\ub370 \\ubd99\\uc744 \\ub370\\uac00 \\uc5c6\\ub294 \\uac83\\ub4e4.** \\xa72-6.5a producer \\ubaab\\uc774\\ub2e4.\\n # \\uc774 \\ubaa9\\ub85d\\uc774 \\ub0a8\\uc740 \\ucc44\\ub85c \\u300c\\ub2e4\\uc12f \\uac08\\ub798 \\uc644\\ub8cc\\u300d\\ub97c \\ub9d0\\ud558\\uba74 \\uac70\\uc9d3\\uc774\\ub2e4.\\n logger.warning(\\n \"grounding_screen: producer \\uac00 \\uc5c6\\uc5b4 \\ubbf8\\ub8ec \\uc758\\ubb34 %d\\uac74 \\u2014 \\xa72-6.5a\",\\n len(facet_debt))\\n # \\u2605\\u2605**\\uc9c0\\uc6b0\\uc9c0 \\uc54a\\ub294\\ub2e4** (Codex BLOCK-2). manifest \\uc800\\uc7a5\\uc740\\n # `StepRunner.run \\u2192 _execute_and_finalize \\u2192 save_checkpoint` \\uc5d0\\uc11c\\n # `_execute` **\\uac00 \\ub3cc\\uc544\\uc628 \\ub4a4**\\uc5d0 \\uc77c\\uc5b4\\ub09c\\ub2e4. \\uc5ec\\uae30\\uc11c \\uc9c0\\uc6b0\\uba74 \\ubc18\\ud658 \\uc9c1\\ud6c4\\n # crash \\ub098 CP \\uc800\\uc7a5 \\uc2e4\\ud328\\uc5d0 \\uc0b0 \\uac83\\uc774 **\\uc544\\ubb34 \\ub370\\ub3c4 \\uc548 \\ub0a8\\ub294\\ub2e4**.\\n # \\u2605\\ub0a8\\uaca8 \\ub450\\ub294 \\ube44\\uc6a9\\uc740 \\ud30c\\uc77c \\ud558\\ub098\\ubfd0\\uc774\\ub2e4 \\u2014 \\uce90\\uc2dc \\ud0a4\\uc5d0 \\ud329\\xb7\\ubaa8\\ub378\\xb7\\uc815\\ucc45\\uc774\\n # \\uc811\\ud600 \\uc788\\uc5b4 \\uacc4\\uc57d\\uc774 \\ubc14\\ub00c\\uba74 \\uc61b \\uce78\\uc740 \\uadf8\\ub0e5 \\uc548 \\ub9de\\ub294\\ub2e4.\\n return self._wrap(g_mode, screened=out, cache=cache)\\n\\n def _partial_path(self):\\n return self._cp_dir / PARTIAL_NAME\\n\\n def _load_partial(self) -> Dict[str, Any]:\\n import json\\n\\n p = self._partial_path()\\n if not p.exists():\\n return {}\\n try:\\n got = json.loads(p.read_text(encoding=\"utf-8\"))\\n except Exception: # noqa: BLE001 \\u2014 \\ubc18\\ucabd \\ud30c\\uc77c\\uc774 \\ud310\\ubcc4\\uc744 \\ub9c9\\uc73c\\uba74 \\uc548 \\ub41c\\ub2e4\\n logger.warning(\"grounding_screen: \\uc911\\uac04 \\uc800\\uc7a5\\uc774 \\uae68\\uc84c\\ub2e4 \\u2014 \\ubb34\\uc2dc\\ud558\\uace0 \\uac04\\ub2e4\")\\n return {}\\n return got if isinstance(got, dict) else {}\\n\\n def _save_partial(self, cache: Dict[str, Any]) -> None:\\n import json\\n import os\\n\\n p = self._partial_path()\\n p.parent.mkdir(parents=True, exist_ok=True)\\n tmp = p.with_suffix(\".tmp\")\\n tmp.write_text(json.dumps(cache, ensure_ascii=False), encoding=\"utf-8\")\\n # \\u2605**\\uc6d0\\uc790\\uc801\\uc73c\\ub85c** \\ubc14\\uafbc\\ub2e4. \\uadf8\\ub0e5 \\ub36e\\uc5b4\\uc4f0\\uba74 \\uc4f0\\ub294 \\ub3c4\\uc911\\uc5d0 \\ub04a\\uacbc\\uc744 \\ub54c\\n # \\ub2e4\\uc74c \\ud310\\uc774 \\ubc18\\ucabd \\ud30c\\uc77c\\uc744 \\uc77d\\ub294\\ub2e4.\\n os.replace(tmp, p)\\n\\n\\n\\n def _wrap(self, g_mode: str, *, screened: Dict[str, Any],\\n cache: Dict[str, Any] | None = None,\\n skipped: bool = False) -> Dict[str, Any]:\\n rows = screened.get(\"rows\") or []\\n counts = screened.get(\"counts\") or {}\\n # \\u2605\\ubabb \\uc120 \\uac83\\uacfc \\uc0c1\\ud55c\\uc5d0 \\uac78\\ub9b0 \\uac83\\uc740 **\\uc2e4\\ud328\\ub85c \\uc13c\\ub2e4** \\u2014 `partial` \\uc774 \\ub418\\uc5b4\\n # \\ud558\\ub958\\uac00 \\ub9c9\\ud78c\\ub2e4. \\u300c\\ubbf8\\ud655\\uc815\\u300d\\uc744 \\u300c\\ube44\\ub300\\uc0c1\\u300d\\uc73c\\ub85c \\uc77d\\uc73c\\uba74 \\ucc38\\uc870 \\uc5c6\\uc774 \\ub0b4\\ub824\\uac04\\ub2e4.\\n failed = (counts.get(_screen.SCREEN_UNRESOLVED, 0)\\n + counts.get(_screen.SCREEN_CAPPED, 0))\\n done = len(rows) - failed\\n payload: Dict[str, Any] = {\\n \"mode\": g_mode,\\n \"contract_version\": _screen.SCREEN_CONTRACT_VERSION,\\n \"subject_count\": len(rows),\\n \"search_calls\": 0,\\n \"image_calls\": 0,\\n **{k: v for k, v in screened.items() if k != \"contract_version\"},\\n \"facet_debt\": _screen.facet_obligations(screened),\\n }\\n if cache is not None:\\n payload[CACHE_KEY] = cache\\n if skipped:\\n payload[\"skipped\"] = True\\n return {\\n \"completed_count\": done,\\n \"applicable_count\": len(rows),\\n \"failed_count\": failed,\\n \"config_hash\": self._config_hash(),\\n \"data\": payload,\\n }\\n\\n def _config_hash(self) -> str:\\n \"\"\"\\u2605\\ud310\\ubcc4 \\uacc4\\uc57d\\xb7\\ud329 \\ubc14\\uc774\\ud2b8\\ub97c \\uc9c0\\ubb38\\uc5d0 \\uc811\\ub294\\ub2e4.\\n\\n \\uc548 \\uc811\\uc73c\\uba74 \\ud329\\uc774\\ub098 \\ubaa8\\ub378\\uc744 \\ubc14\\uafd4\\ub3c4 resume \\uc774 **\\uc61b \\ud310\\ubcc4\\uc744 \\uadf8\\ub300\\ub85c \\uac74\\ub108\\ub6f4\\ub2e4**.\\n \"\"\"\\n import hashlib\\n import json\\n\\n from app.core.step_runner import compute_config_hash\\n\\n raw = json.dumps({\\n \"base\": compute_config_hash(self.project_config),\\n \"screen_contract\": _screen.SCREEN_CONTRACT_VERSION,\\n \"carry_contract\": _carry.CARRY_CONTRACT_VERSION,\\n \"subject_contract\": SUBJECT_ID_CONTRACT_VERSION,\\n \"era_policy\": _era.ERA_RESEARCH_POLICY_VERSION,\\n \"era_pack\": _era.resolve_era_pack(),\\n \"era_pack_hash\": _era.era_pack_content_hash(),\\n \"assess_model\": _era.ASSESS_MODEL,\\n # \\u2605\\u2605alias \\ub294 \\uadf8\\ub300\\ub85c\\uc778\\ub370 **\\ubb3c\\ub9ac \\ubaa8\\ub378\\ub9cc \\ubc14\\ub00c\\uba74** outer resume \\uc774\\n # \\uc61b CP \\ub97c \\uac74\\ub108\\ub6f4\\ub2e4 \\u2014 \\ub2e4\\ub978 \\ubaa8\\ub378\\uc774 \\ud310\\ubcc4\\ud55c \\uac83\\uc744 \\uadf8\\ub300\\ub85c \\uc4f0\\uac8c \\ub41c\\ub2e4\\n # (Codex). `era_research` \\uac00 \\uce90\\uc2dc \\ud0a4\\uc5d0 \\uc811\\ub294 \\uac83\\uacfc \\uac19\\uc740 \\uac12\\uc774\\ub2e4.\\n \"assess_model_physical\": _era.resolve_model_physical(\\n _era.ASSESS_MODEL),\\n }, sort_keys=True, ensure_ascii=False)\\n return hashlib.sha256(raw.encode(\"utf-8\")).hexdigest()[:16]\\n]", "tests/grounding/test_grounding_screen_step.py::TestNoScenarioWordsInTheCode::test_the_source_holds_no_literal_target_list[\"\"\"\\uc55e\\ucabd **\\ud310\\ubcc4** \\uc2a4\\ud15d (13.68) \\u2014 \\u300c\\ubb34\\uc5c7\\uc774 \\ucc38\\uc870 \\uc0ac\\uc9c4\\uc744 \\uc0ac\\uc57c \\ud558\\ub294\\uac00\\u300d.\\n\\n 13.5 entity_merge \\u2190 \\uacb0\\uc18d\\ud560 \\uc5d4\\ud2f0\\ud2f0\\uac00 \\uc5ec\\uae30\\uc11c \\uc815\\ud574\\uc9c4\\ub2e4\\n \\u2193\\n 13.65 grounding_plan route \\ud655\\uc815 (\\uae30\\uc874 \\ucd95)\\n \\u2193\\n 13.68 \\u2605grounding_screen **\\ud310\\ubcc4\\ub9cc** \\u2014 `era_research.assess_plan_cached`\\n \\u2193\\n 13.7 entity_filter \\ud310\\ubcc4\\uc774 \\uc5f0 \\uac83\\uc744 **\\uc548 \\uc9c0\\uc6b4\\ub2e4** + \\uc5c6\\ub294 \\ud589\\uc740 \\ub9cc\\ub4e0\\ub2e4\\n \\u2193\\n 19.x \\uc911\\uc559 \\ud68d\\ub4dd \\u2605\\uc0ac\\ub294 \\uacf3\\uc740 **\\uc5ec\\uae30 \\ud558\\ub098**\\n\\n\\u2605\\uc774 \\uc2a4\\ud15d\\uc740 **\\ucc38\\uc870\\ub97c \\uc0ac\\uc9c0 \\uc54a\\ub294\\ub2e4.** \\uac80\\uc0c9\\xb7\\uc774\\ubbf8\\uc9c0 \\uac80\\uc0c9\\xb7VLM \\ud638\\ucd9c 0.\\n\\uc0ac\\ub294 \\uac83\\uc740 \\uc911\\uc559 19.x \\ud55c \\uacf3\\uc774\\ub2e4 \\u2014 \\ub450 \\uacf3\\uc5d0\\uc11c \\uc0ac\\uba74 \\uac19\\uc740 \\ub300\\uc0c1\\uc744 \\ub450 \\ubc88 \\uc0b0\\ub2e4.\\n\\n\\u2605`generation_difficulty` \\ub97c **\\uadfc\\uac70\\ub85c \\uc4f0\\uc9c0 \\uc54a\\ub294\\ub2e4.** \\uac19\\uc740 \\uc720\\ub8cc \\ud310\\ub2e8\\uc744 \\ub450 \\ubc88\\n\\uc0ac\\uc9c0 \\uc54a\\uae30\\ub85c \\ud655\\uc815\\ub410\\ub2e4 \\u2014 \\ud310\\ubcc4 SOT \\ub294 `era_research.assess_subjects` \\ub2e4.\\n\\n\\u2605\\uacb0\\uc18d(`binding`)\\uc740 `grounding_carry` \\uac00 SOT \\ub2e4. \\uc774 \\uc2a4\\ud15d\\uc740 \\uadf8 \\uc7a5\\ubd80\\ub97c \\uc77d\\uc744 \\ubfd0\\n\\uc774\\ub984\\uc744 \\ub2e4\\uc2dc \\uc9dd\\uc9d3\\uc9c0 \\uc54a\\ub294\\ub2e4.\\n\"\"\"\\nfrom __future__ import annotations\\n\\nimport logging\\nfrom typing import Any, Dict\\n\\nfrom app.core.grounding_mode import (GROUNDING_MODE_LEGACY,\\n resolve_grounding_mode)\\nfrom app.core.step_runner import StepRunner\\nfrom app.core.steps.entity_steps import _EntityStepMixin\\nfrom app.modules.pipeline import grounding_carry as _carry\\nfrom app.modules.pipeline import grounding_screen as _screen\\nfrom app.modules.pipeline import era_research as _era\\nfrom app.modules.pipeline.grounding_subject import SUBJECT_ID_CONTRACT_VERSION\\n\\nlogger = logging.getLogger(__name__)\\n\\n#: \\u2605\\ud310\\ubcc4 \\uce90\\uc2dc\\uac00 \\uc549\\ub294 \\uce78. CP \\uc548\\uc5d0 \\ub450\\uc5b4 **resume \\uc774 \\ub2e4\\uc2dc \\uc548 \\uc0ac\\uac8c** \\ud55c\\ub2e4.\\nCACHE_KEY = \"assess_cache\"\\n#: \\u2605\\u2605\\ud55c \\uc904\\uc774 \\ub0a0 \\ub54c\\ub9c8\\ub2e4 **\\uc5ec\\uae30\\uc5d0 \\uba3c\\uc800** \\uc313\\uc778\\ub2e4. \\uc2a4\\ud15d\\uc774 \\uc911\\uac04\\uc5d0 \\ub04a\\uaca8\\ub3c4 \\uc774\\n#: \\ud30c\\uc77c\\uc774 \\ub0a8\\uc544 \\ub2e4\\uc74c \\ud310\\uc774 \\uc55e\\uc758 \\uc720\\ub8cc \\uacb0\\uacfc\\ub97c **\\ub2e4\\uc2dc \\uc548 \\uc0b0\\ub2e4**.\\nPARTIAL_NAME = \"screen_partial.json\"\\n\\n\\nclass GroundingScreenStep(_EntityStepMixin, StepRunner):\\n \"\"\"\\ucc38\\uc870 \\ud68d\\ub4dd **\\uc758\\ubb34**\\ub97c \\uc815\\ud55c\\ub2e4. \\uc0ac\\uc9c0\\ub294 \\uc54a\\ub294\\ub2e4.\"\"\"\\n\\n def _execute(self, mode: str = \"resume\") -> Dict[str, Any]:\\n g_mode = resolve_grounding_mode(self.project_config)\\n if g_mode == GROUNDING_MODE_LEGACY:\\n # \\u2605manifest \\uc758 `if_grounding_v2` \\uac00 \\uc774\\ubbf8 \\uac70\\ub978\\ub2e4. \\ub2e8\\ub3c5 \\ud638\\ucd9c\\ub85c \\ub4e4\\uc5b4\\uc640\\ub3c4\\n # **\\uc544\\ubb34\\uac83\\ub3c4 \\uc548 \\ud558\\uace0** \\uc120\\ub2e4.\\n logger.info(\"grounding_screen: mode=legacy \\u2014 \\uc544\\ubb34\\uac83\\ub3c4 \\uc548 \\ud55c\\ub2e4\")\\n return self._wrap(g_mode, screened={}, skipped=True)\\n\\n merge_cp = self._load_prev_checkpoint(\"entity_merge\")\\n entities = (merge_cp or {}).get(\"data\") or {}\\n a0_cp = self._load_prev_checkpoint(\"grounding_a0\")\\n a0_cands = ((a0_cp or {}).get(\"data\") or {}).get(\"candidates\") or []\\n\\n # \\u2605\\u2605\\uacb0\\uc18d\\uc740 `grounding_carry` **\\ud55c \\ud568\\uc218**\\uac00 \\ud55c\\ub2e4 \\u2014 `grounding_plan` \\uacfc\\n # offline \\uc7ac\\uc0dd\\uae30\\uac00 \\uc4f0\\ub294 \\ubc14\\ub85c \\uadf8 \\ud568\\uc218\\ub2e4. \\uc5ec\\uae30\\uc11c \\ub530\\ub85c \\uc9dd\\uc9c0\\uc73c\\uba74 \\uc138 \\uacf3\\uc774\\n # \\uac08\\ub9ac\\uace0, \\uac08\\ub9b0 \\uac83\\uc744 \\uc544\\ubb34\\ub3c4 \\ubabb \\ubcf8\\ub2e4.\\n built = _carry.build_subjects(\\n entities, project_id=self.project_id, episode_id=self.episode_id,\\n source_step=\"entity_merge\", a0_candidates=a0_cands)\\n ledger = built.get(\"candidate_ledger\") or {}\\n # \\u2605\\u2605\\u2605**\\ub450 \\uc7a5\\ubd80\\ub97c \\ud569\\uce5c\\ub2e4** (Codex BLOCK \\xb7 09-01).\\n # \\ud6c4\\ubcf4 \\uc7a5\\ubd80\\ub9cc \\ubcf4\\uba74 \\u300cA0 \\ud6c4\\ubcf4\\uac00 \\uc5c6\\ub294 \\uae30\\uc874 \\uc5d4\\ud2f0\\ud2f0 \\ud589\\u300d\\uc744 \\ud45c\\ud604\\ud560 \\uc218 \\uc5c6\\uc5b4\\n # `binding_of` \\uac00 \\uadf8\\uac83\\uc744 `unbound` \\ub85c \\ub5a8\\uc5b4\\ub728\\ub9b0\\ub2e4 \\u2014 \\uc2e4\\uce21: \\ub4f1\\ub85d LP +\\n # A0=[] \\u2192 `unbound`. subject \\ucabd \\ucc98\\ubd84\\uc740 `build_subjects` \\uac00 \\ub0b8\\ub2e4.\\n dispositions = dict(built.get(\"subject_dispositions\") or {})\\n dispositions.update({\\n str(r.get(\"research_subject_id\") or \"\"): str(r.get(\"disposition\") or \"\")\\n for r in (ledger.get(\"rows\") or [])\\n })\\n # \\u2605\\u2605**\\ub2e4\\uc12f \\uac08\\ub798\\ub97c \\uc804\\ubd80** \\ubaa8\\uc9d1\\ub2e8\\uc5d0 \\ub123\\ub294\\ub2e4. `build_subjects` \\uc758\\n # `subjects` \\ub294 `DISP_PROMOTED` \\ub9cc \\uc2b9\\uaca9\\ud558\\ubbc0\\ub85c facet \\ub450 \\uac08\\ub798\\uac00 \\ud1b5\\uc9f8\\ub85c\\n # \\ube60\\uc9c4\\ub2e4 \\u2014 \\uadf8\\uac83\\ub9cc \\ubcf4\\ub0b4 \\ub193\\uace0 \\u300c\\ub2e4\\uc12f owner \\ud310\\ubcc4\\u300d\\uc774\\ub77c\\uace0 \\uc4f0\\uba74 \\uac70\\uc9d3\\uc774\\ub2e4.\\n subjects = _screen.build_population(\\n built[\"subjects\"], a0_cands, dispositions)\\n\\n from app.core.world_context import build_world_facts_block\\n\\n rules_cp = self._load_prev_checkpoint(\"visual_world_rules\")\\n world = build_world_facts_block(rules_cp)\\n if not world.strip():\\n from app.core.errors import AppError\\n\\n # \\u2605\\uc138\\uacc4\\uad00 \\uc5c6\\uc774 \\ud310\\ubcc4\\ud558\\uba74 \\u300c\\uadf8 \\uc2dc\\ub300\\uc5d0 \\ud2b9\\ubcc4\\ud55c\\uac00\\u300d\\ub97c \\ubb3c\\uc744 \\uae30\\uc900\\uc774 \\uc5c6\\ub2e4.\\n # \\ube48 \\ube14\\ub85d\\uc73c\\ub85c \\uc0ac\\uba74 \\uadf8 \\ub3c8\\uc774 \\uadf8\\ub0e5 \\ubc84\\ub824\\uc9c4\\ub2e4.\\n raise AppError(\\n code=\"grounding_screen.missing_world_context\",\\n message=\"visual_world_rules \\uac00 \\ube44\\uc5c8\\ub2e4 \\u2014 \\uc2dc\\ub300 \\uae30\\uc900 \\uc5c6\\uc774 \\ud310\\ubcc4\\ud560 \\uc218 \\uc5c6\\ub2e4\",\\n status_code=400,\\n )\\n\\n # \\u2605\\uc774\\uc804 \\ud310\\uc758 \\ud310\\ubcc4 \\uce90\\uc2dc\\ub97c \\uc774\\uc5b4\\ubc1b\\ub294\\ub2e4 \\u2014 resume \\uc774 \\uac19\\uc740 \\uac83\\uc744 **\\ub2e4\\uc2dc \\uc0ac\\uba74**\\n # \\uc548 \\ub41c\\ub2e4. \\ube48 \\ubaa9\\ub85d(\\ube44\\ub300\\uc0c1)\\ub3c4 \\uce90\\uc2dc\\ub77c \\uadf8\\uac83\\uae4c\\uc9c0 \\uc774\\uc5b4\\ubc1b\\uc544\\uc57c \\ub73b\\uc774 \\uc788\\ub2e4.\\n prev = ((self._load_prev_checkpoint(self.step_id) or {}).get(\"data\")\\n or {}).get(CACHE_KEY) or {}\\n cache: Dict[str, Any] = dict(prev) if isinstance(prev, dict) else {}\\n # \\u2605\\u2605**\\ub04a\\uae34 \\ud310\\uc774 \\ub0a8\\uae34 \\uac83\\ub3c4 \\uc774\\uc5b4\\ubc1b\\ub294\\ub2e4.** \\uccb4\\ud06c\\ud3ec\\uc778\\ud2b8\\ub294 \\uc2a4\\ud15d\\uc774 \\ub05d\\ub098\\uc57c\\n # \\uc368\\uc9c0\\ubbc0\\ub85c, N\\ubc88\\uc9f8\\uc5d0\\uc11c \\ub04a\\uae30\\uba74 \\uc55e\\uc758 N-1 \\uc720\\ub8cc \\uacb0\\uacfc\\uac00 CP \\uc5d0\\ub294 \\uc5c6\\ub2e4.\\n cache.update(self._load_partial())\\n failed_memo: set = set()\\n\\n def _flush_row(_row, _plan, _cache=cache) -> None:\\n # \\u2605\\uce90\\uc2dc \\uc804\\uccb4\\ub97c \\ub2e4\\uc2dc \\uc4f4\\ub2e4. \\uc904 \\ub2e8\\uc704\\ub85c \\ub367\\ubd99\\uc774\\uba74 \\ud30c\\uc77c\\uc774 \\ubc18\\ucabd\\uc778 \\ucc44\\ub85c\\n # \\ub04a\\uae38 \\uc218 \\uc788\\uace0, \\ubc18\\ucabd JSON \\uc740 \\ub2e4\\uc74c \\ud310\\uc774 \\ud1b5\\uc9f8\\ub85c \\ubabb \\uc77d\\ub294\\ub2e4.\\n self._save_partial(_cache)\\n\\n out = _screen.screen_subjects(\\n subjects,\\n dispositions=dispositions,\\n world_facts_block=world,\\n cache_get=lambda k: (cache.get(k)\\n if isinstance(cache.get(k), dict) else None),\\n cache_put=lambda k, v: cache.__setitem__(k, v),\\n project_config=self.project_config,\\n opik_metadata=self.build_opik_metadata(),\\n failed_memo=failed_memo,\\n max_assess=(self.project_config or {}).get(\\n \"grounding_screen_max_assess\"),\\n on_row=_flush_row,\\n )\\n logger.info(\\n \"grounding_screen: \\ub300\\uc0c1 %d\\uac1c \\xb7 \\ud310\\ubcc4 \\ud638\\ucd9c %d \\xb7 %s \\xb7 \\uac08\\ub798\\ubcc4 %s\",\\n len(subjects), out[\"assess_calls\"], out[\"counts\"], out[\"by_owner\"])\\n\\n facet_debt = _screen.facet_obligations(out)\\n if facet_debt:\\n # \\u2605**\\uc0ac\\uc57c \\ud558\\ub294\\ub370 \\ubd99\\uc744 \\ub370\\uac00 \\uc5c6\\ub294 \\uac83\\ub4e4.** \\xa72-6.5a producer \\ubaab\\uc774\\ub2e4.\\n # \\uc774 \\ubaa9\\ub85d\\uc774 \\ub0a8\\uc740 \\ucc44\\ub85c \\u300c\\ub2e4\\uc12f \\uac08\\ub798 \\uc644\\ub8cc\\u300d\\ub97c \\ub9d0\\ud558\\uba74 \\uac70\\uc9d3\\uc774\\ub2e4.\\n logger.warning(\\n \"grounding_screen: producer \\uac00 \\uc5c6\\uc5b4 \\ubbf8\\ub8ec \\uc758\\ubb34 %d\\uac74 \\u2014 \\xa72-6.5a\",\\n len(facet_debt))\\n # \\u2605\\u2605**\\uc9c0\\uc6b0\\uc9c0 \\uc54a\\ub294\\ub2e4** (Codex BLOCK-2). manifest \\uc800\\uc7a5\\uc740\\n # `StepRunner.run \\u2192 _execute_and_finalize \\u2192 save_checkpoint` \\uc5d0\\uc11c\\n # `_execute` **\\uac00 \\ub3cc\\uc544\\uc628 \\ub4a4**\\uc5d0 \\uc77c\\uc5b4\\ub09c\\ub2e4. \\uc5ec\\uae30\\uc11c \\uc9c0\\uc6b0\\uba74 \\ubc18\\ud658 \\uc9c1\\ud6c4\\n # crash \\ub098 CP \\uc800\\uc7a5 \\uc2e4\\ud328\\uc5d0 \\uc0b0 \\uac83\\uc774 **\\uc544\\ubb34 \\ub370\\ub3c4 \\uc548 \\ub0a8\\ub294\\ub2e4**.\\n # \\u2605\\ub0a8\\uaca8 \\ub450\\ub294 \\ube44\\uc6a9\\uc740 \\ud30c\\uc77c \\ud558\\ub098\\ubfd0\\uc774\\ub2e4 \\u2014 \\uce90\\uc2dc \\ud0a4\\uc5d0 \\ud329\\xb7\\ubaa8\\ub378\\xb7\\uc815\\ucc45\\uc774\\n # \\uc811\\ud600 \\uc788\\uc5b4 \\uacc4\\uc57d\\uc774 \\ubc14\\ub00c\\uba74 \\uc61b \\uce78\\uc740 \\uadf8\\ub0e5 \\uc548 \\ub9de\\ub294\\ub2e4.\\n return self._wrap(g_mode, screened=out, cache=cache)\\n\\n def _partial_path(self):\\n return self._cp_dir / PARTIAL_NAME\\n\\n def _load_partial(self) -> Dict[str, Any]:\\n import json\\n\\n p = self._partial_path()\\n if not p.exists():\\n return {}\\n try:\\n got = json.loads(p.read_text(encoding=\"utf-8\"))\\n except Exception: # noqa: BLE001 \\u2014 \\ubc18\\ucabd \\ud30c\\uc77c\\uc774 \\ud310\\ubcc4\\uc744 \\ub9c9\\uc73c\\uba74 \\uc548 \\ub41c\\ub2e4\\n logger.warning(\"grounding_screen: \\uc911\\uac04 \\uc800\\uc7a5\\uc774 \\uae68\\uc84c\\ub2e4 \\u2014 \\ubb34\\uc2dc\\ud558\\uace0 \\uac04\\ub2e4\")\\n return {}\\n return got if isinstance(got, dict) else {}\\n\\n def _save_partial(self, cache: Dict[str, Any]) -> None:\\n import json\\n import os\\n\\n p = self._partial_path()\\n p.parent.mkdir(parents=True, exist_ok=True)\\n tmp = p.with_suffix(\".tmp\")\\n tmp.write_text(json.dumps(cache, ensure_ascii=False), encoding=\"utf-8\")\\n # \\u2605**\\uc6d0\\uc790\\uc801\\uc73c\\ub85c** \\ubc14\\uafbc\\ub2e4. \\uadf8\\ub0e5 \\ub36e\\uc5b4\\uc4f0\\uba74 \\uc4f0\\ub294 \\ub3c4\\uc911\\uc5d0 \\ub04a\\uacbc\\uc744 \\ub54c\\n # \\ub2e4\\uc74c \\ud310\\uc774 \\ubc18\\ucabd \\ud30c\\uc77c\\uc744 \\uc77d\\ub294\\ub2e4.\\n os.replace(tmp, p)\\n\\n\\n\\n def _wrap(self, g_mode: str, *, screened: Dict[str, Any],\\n cache: Dict[str, Any] | None = None,\\n skipped: bool = False) -> Dict[str, Any]:\\n rows = screened.get(\"rows\") or []\\n counts = screened.get(\"counts\") or {}\\n # \\u2605\\ubabb \\uc120 \\uac83\\uacfc \\uc0c1\\ud55c\\uc5d0 \\uac78\\ub9b0 \\uac83\\uc740 **\\uc2e4\\ud328\\ub85c \\uc13c\\ub2e4** \\u2014 `partial` \\uc774 \\ub418\\uc5b4\\n # \\ud558\\ub958\\uac00 \\ub9c9\\ud78c\\ub2e4. \\u300c\\ubbf8\\ud655\\uc815\\u300d\\uc744 \\u300c\\ube44\\ub300\\uc0c1\\u300d\\uc73c\\ub85c \\uc77d\\uc73c\\uba74 \\ucc38\\uc870 \\uc5c6\\uc774 \\ub0b4\\ub824\\uac04\\ub2e4.\\n failed = (counts.get(_screen.SCREEN_UNRESOLVED, 0)\\n + counts.get(_screen.SCREEN_CAPPED, 0))\\n done = len(rows) - failed\\n payload: Dict[str, Any] = {\\n \"mode\": g_mode,\\n \"contract_version\": _screen.SCREEN_CONTRACT_VERSION,\\n \"subject_count\": len(rows),\\n \"search_calls\": 0,\\n \"image_calls\": 0,\\n **{k: v for k, v in screened.items() if k != \"contract_version\"},\\n \"facet_debt\": _screen.facet_obligations(screened),\\n }\\n if cache is not None:\\n payload[CACHE_KEY] = cache\\n if skipped:\\n payload[\"skipped\"] = True\\n return {\\n \"completed_count\": done,\\n \"applicable_count\": len(rows),\\n \"failed_count\": failed,\\n \"config_hash\": self._config_hash(),\\n \"data\": payload,\\n }\\n\\n def _config_hash(self) -> str:\\n \"\"\"\\u2605\\ud310\\ubcc4 \\uacc4\\uc57d\\xb7\\ud329 \\ubc14\\uc774\\ud2b8\\ub97c \\uc9c0\\ubb38\\uc5d0 \\uc811\\ub294\\ub2e4.\\n\\n \\uc548 \\uc811\\uc73c\\uba74 \\ud329\\uc774\\ub098 \\ubaa8\\ub378\\uc744 \\ubc14\\uafd4\\ub3c4 resume \\uc774 **\\uc61b \\ud310\\ubcc4\\uc744 \\uadf8\\ub300\\ub85c \\uac74\\ub108\\ub6f4\\ub2e4**.\\n \"\"\"\\n import hashlib\\n import json\\n\\n from app.core.step_runner import compute_config_hash\\n\\n raw = json.dumps({\\n \"base\": compute_config_hash(self.project_config),\\n \"screen_contract\": _screen.SCREEN_CONTRACT_VERSION,\\n \"carry_contract\": _carry.CARRY_CONTRACT_VERSION,\\n \"subject_contract\": SUBJECT_ID_CONTRACT_VERSION,\\n \"era_policy\": _era.ERA_RESEARCH_POLICY_VERSION,\\n \"era_pack\": _era.resolve_era_pack(),\\n \"era_pack_hash\": _era.era_pack_content_hash(),\\n \"assess_model\": _era.ASSESS_MODEL,\\n # \\u2605\\u2605alias \\ub294 \\uadf8\\ub300\\ub85c\\uc778\\ub370 **\\ubb3c\\ub9ac \\ubaa8\\ub378\\ub9cc \\ubc14\\ub00c\\uba74** outer resume \\uc774\\n # \\uc61b CP \\ub97c \\uac74\\ub108\\ub6f4\\ub2e4 \\u2014 \\ub2e4\\ub978 \\ubaa8\\ub378\\uc774 \\ud310\\ubcc4\\ud55c \\uac83\\uc744 \\uadf8\\ub300\\ub85c \\uc4f0\\uac8c \\ub41c\\ub2e4\\n # (Codex). `era_research` \\uac00 \\uce90\\uc2dc \\ud0a4\\uc5d0 \\uc811\\ub294 \\uac83\\uacfc \\uac19\\uc740 \\uac12\\uc774\\ub2e4.\\n \"assess_model_physical\": _era.resolve_model_physical(\\n _era.ASSESS_MODEL),\\n }, sort_keys=True, ensure_ascii=False)\\n return hashlib.sha256(raw.encode(\"utf-8\")).hexdigest()[:16]\\n]", "tests/grounding/test_grounding_screen_step.py::TestNoScenarioWordsInTheCode::test_the_source_holds_no_literal_target_list[\"\"\"\\uc55e\\ucabd **\\ud310\\ubcc4** \\uc2a4\\ud15d (13.68) \\u2014 \\u300c\\ubb34\\uc5c7\\uc774 \\ucc38\\uc870 \\uc0ac\\uc9c4\\uc744 \\uc0ac\\uc57c \\ud558\\ub294\\uac00\\u300d.\\n\\n 13.5 entity_merge \\u2190 \\uacb0\\uc18d\\ud560 \\uc5d4\\ud2f0\\ud2f0\\uac00 \\uc5ec\\uae30\\uc11c \\uc815\\ud574\\uc9c4\\ub2e4\\n \\u2193\\n 13.65 grounding_plan route \\ud655\\uc815 (\\uae30\\uc874 \\ucd95)\\n \\u2193\\n 13.68 \\u2605grounding_screen **\\ud310\\ubcc4\\ub9cc** \\u2014 `era_research.assess_plan_cached`\\n \\u2193\\n 13.7 entity_filter \\ud310\\ubcc4\\uc774 \\uc5f0 \\uac83\\uc744 **\\uc548 \\uc9c0\\uc6b4\\ub2e4** + \\uc5c6\\ub294 \\ud589\\uc740 \\ub9cc\\ub4e0\\ub2e4\\n \\u2193\\n 19.x \\uc911\\uc559 \\ud68d\\ub4dd \\u2605\\uc0ac\\ub294 \\uacf3\\uc740 **\\uc5ec\\uae30 \\ud558\\ub098**\\n\\n\\u2605\\uc774 \\uc2a4\\ud15d\\uc740 **\\ucc38\\uc870\\ub97c \\uc0ac\\uc9c0 \\uc54a\\ub294\\ub2e4.** \\uac80\\uc0c9\\xb7\\uc774\\ubbf8\\uc9c0 \\uac80\\uc0c9\\xb7VLM \\ud638\\ucd9c 0.\\n\\uc0ac\\ub294 \\uac83\\uc740 \\uc911\\uc559 19.x \\ud55c \\uacf3\\uc774\\ub2e4 \\u2014 \\ub450 \\uacf3\\uc5d0\\uc11c \\uc0ac\\uba74 \\uac19\\uc740 \\ub300\\uc0c1\\uc744 \\ub450 \\ubc88 \\uc0b0\\ub2e4.\\n\\n\\u2605`generation_difficulty` \\ub97c **\\uadfc\\uac70\\ub85c \\uc4f0\\uc9c0 \\uc54a\\ub294\\ub2e4.** \\uac19\\uc740 \\uc720\\ub8cc \\ud310\\ub2e8\\uc744 \\ub450 \\ubc88\\n\\uc0ac\\uc9c0 \\uc54a\\uae30\\ub85c \\ud655\\uc815\\ub410\\ub2e4 \\u2014 \\ud310\\ubcc4 SOT \\ub294 `era_research.assess_subjects` \\ub2e4.\\n\\n\\u2605\\uacb0\\uc18d(`binding`)\\uc740 `grounding_carry` \\uac00 SOT \\ub2e4. \\uc774 \\uc2a4\\ud15d\\uc740 \\uadf8 \\uc7a5\\ubd80\\ub97c \\uc77d\\uc744 \\ubfd0\\n\\uc774\\ub984\\uc744 \\ub2e4\\uc2dc \\uc9dd\\uc9d3\\uc9c0 \\uc54a\\ub294\\ub2e4.\\n\"\"\"\\nfrom __future__ import annotations\\n\\nimport logging\\nfrom typing import Any, Dict\\n\\nfrom app.core.grounding_mode import (GROUNDING_MODE_LEGACY,\\n resolve_grounding_mode)\\nfrom app.core.step_runner import StepRunner\\nfrom app.core.steps.entity_steps import _EntityStepMixin\\nfrom app.modules.pipeline import grounding_carry as _carry\\nfrom app.modules.pipeline import grounding_screen as _screen\\nfrom app.modules.pipeline import era_research as _era\\nfrom app.modules.pipeline.grounding_subject import SUBJECT_ID_CONTRACT_VERSION\\n\\nlogger = logging.getLogger(__name__)\\n\\n#: \\u2605\\ud310\\ubcc4 \\uce90\\uc2dc\\uac00 \\uc549\\ub294 \\uce78. CP \\uc548\\uc5d0 \\ub450\\uc5b4 **resume \\uc774 \\ub2e4\\uc2dc \\uc548 \\uc0ac\\uac8c** \\ud55c\\ub2e4.\\nCACHE_KEY = \"assess_cache\"\\n#: \\u2605\\u2605\\ud55c \\uc904\\uc774 \\ub0a0 \\ub54c\\ub9c8\\ub2e4 **\\uc5ec\\uae30\\uc5d0 \\uba3c\\uc800** \\uc313\\uc778\\ub2e4. \\uc2a4\\ud15d\\uc774 \\uc911\\uac04\\uc5d0 \\ub04a\\uaca8\\ub3c4 \\uc774\\n#: \\ud30c\\uc77c\\uc774 \\ub0a8\\uc544 \\ub2e4\\uc74c \\ud310\\uc774 \\uc55e\\uc758 \\uc720\\ub8cc \\uacb0\\uacfc\\ub97c **\\ub2e4\\uc2dc \\uc548 \\uc0b0\\ub2e4**.\\nPARTIAL_NAME = \"screen_partial.json\"\\n\\n\\nclass GroundingScreenStep(_EntityStepMixin, StepRunner):\\n \"\"\"\\ucc38\\uc870 \\ud68d\\ub4dd **\\uc758\\ubb34**\\ub97c \\uc815\\ud55c\\ub2e4. \\uc0ac\\uc9c0\\ub294 \\uc54a\\ub294\\ub2e4.\"\"\"\\n\\n def _execute(self, mode: str = \"resume\") -> Dict[str, Any]:\\n g_mode = resolve_grounding_mode(self.project_config)\\n if g_mode == GROUNDING_MODE_LEGACY:\\n # \\u2605manifest \\uc758 `if_grounding_v2` \\uac00 \\uc774\\ubbf8 \\uac70\\ub978\\ub2e4. \\ub2e8\\ub3c5 \\ud638\\ucd9c\\ub85c \\ub4e4\\uc5b4\\uc640\\ub3c4\\n # **\\uc544\\ubb34\\uac83\\ub3c4 \\uc548 \\ud558\\uace0** \\uc120\\ub2e4.\\n logger.info(\"grounding_screen: mode=legacy \\u2014 \\uc544\\ubb34\\uac83\\ub3c4 \\uc548 \\ud55c\\ub2e4\")\\n return self._wrap(g_mode, screened={}, skipped=True)\\n\\n merge_cp = self._load_prev_checkpoint(\"entity_merge\")\\n entities = (merge_cp or {}).get(\"data\") or {}\\n a0_cp = self._load_prev_checkpoint(\"grounding_a0\")\\n a0_cands = ((a0_cp or {}).get(\"data\") or {}).get(\"candidates\") or []\\n\\n # \\u2605\\u2605\\uacb0\\uc18d\\uc740 `grounding_carry` **\\ud55c \\ud568\\uc218**\\uac00 \\ud55c\\ub2e4 \\u2014 `grounding_plan` \\uacfc\\n # offline \\uc7ac\\uc0dd\\uae30\\uac00 \\uc4f0\\ub294 \\ubc14\\ub85c \\uadf8 \\ud568\\uc218\\ub2e4. \\uc5ec\\uae30\\uc11c \\ub530\\ub85c \\uc9dd\\uc9c0\\uc73c\\uba74 \\uc138 \\uacf3\\uc774\\n # \\uac08\\ub9ac\\uace0, \\uac08\\ub9b0 \\uac83\\uc744 \\uc544\\ubb34\\ub3c4 \\ubabb \\ubcf8\\ub2e4.\\n built = _carry.build_subjects(\\n entities, project_id=self.project_id, episode_id=self.episode_id,\\n source_step=\"entity_merge\", a0_candidates=a0_cands)\\n ledger = built.get(\"candidate_ledger\") or {}\\n dispositions = {\\n str(r.get(\"research_subject_id\") or \"\"): str(r.get(\"disposition\") or \"\")\\n for r in (ledger.get(\"rows\") or [])\\n }\\n # \\u2605\\u2605**\\ub2e4\\uc12f \\uac08\\ub798\\ub97c \\uc804\\ubd80** \\ubaa8\\uc9d1\\ub2e8\\uc5d0 \\ub123\\ub294\\ub2e4. `build_subjects` \\uc758\\n # `subjects` \\ub294 `DISP_PROMOTED` \\ub9cc \\uc2b9\\uaca9\\ud558\\ubbc0\\ub85c facet \\ub450 \\uac08\\ub798\\uac00 \\ud1b5\\uc9f8\\ub85c\\n # \\ube60\\uc9c4\\ub2e4 \\u2014 \\uadf8\\uac83\\ub9cc \\ubcf4\\ub0b4 \\ub193\\uace0 \\u300c\\ub2e4\\uc12f owner \\ud310\\ubcc4\\u300d\\uc774\\ub77c\\uace0 \\uc4f0\\uba74 \\uac70\\uc9d3\\uc774\\ub2e4.\\n subjects = _screen.build_population(\\n built[\"subjects\"], a0_cands, dispositions)\\n\\n from app.core.world_context import build_world_facts_block\\n\\n rules_cp = self._load_prev_checkpoint(\"visual_world_rules\")\\n world = build_world_facts_block(rules_cp)\\n if not world.strip():\\n from app.core.errors import AppError\\n\\n # \\u2605\\uc138\\uacc4\\uad00 \\uc5c6\\uc774 \\ud310\\ubcc4\\ud558\\uba74 \\u300c\\uadf8 \\uc2dc\\ub300\\uc5d0 \\ud2b9\\ubcc4\\ud55c\\uac00\\u300d\\ub97c \\ubb3c\\uc744 \\uae30\\uc900\\uc774 \\uc5c6\\ub2e4.\\n # \\ube48 \\ube14\\ub85d\\uc73c\\ub85c \\uc0ac\\uba74 \\uadf8 \\ub3c8\\uc774 \\uadf8\\ub0e5 \\ubc84\\ub824\\uc9c4\\ub2e4.\\n raise AppError(\\n code=\"grounding_screen.missing_world_context\",\\n message=\"visual_world_rules \\uac00 \\ube44\\uc5c8\\ub2e4 \\u2014 \\uc2dc\\ub300 \\uae30\\uc900 \\uc5c6\\uc774 \\ud310\\ubcc4\\ud560 \\uc218 \\uc5c6\\ub2e4\",\\n status_code=400,\\n )\\n\\n # \\u2605\\uc774\\uc804 \\ud310\\uc758 \\ud310\\ubcc4 \\uce90\\uc2dc\\ub97c \\uc774\\uc5b4\\ubc1b\\ub294\\ub2e4 \\u2014 resume \\uc774 \\uac19\\uc740 \\uac83\\uc744 **\\ub2e4\\uc2dc \\uc0ac\\uba74**\\n # \\uc548 \\ub41c\\ub2e4. \\ube48 \\ubaa9\\ub85d(\\ube44\\ub300\\uc0c1)\\ub3c4 \\uce90\\uc2dc\\ub77c \\uadf8\\uac83\\uae4c\\uc9c0 \\uc774\\uc5b4\\ubc1b\\uc544\\uc57c \\ub73b\\uc774 \\uc788\\ub2e4.\\n prev = ((self._load_prev_checkpoint(self.step_id) or {}).get(\"data\")\\n or {}).get(CACHE_KEY) or {}\\n cache: Dict[str, Any] = dict(prev) if isinstance(prev, dict) else {}\\n # \\u2605\\u2605**\\ub04a\\uae34 \\ud310\\uc774 \\ub0a8\\uae34 \\uac83\\ub3c4 \\uc774\\uc5b4\\ubc1b\\ub294\\ub2e4.** \\uccb4\\ud06c\\ud3ec\\uc778\\ud2b8\\ub294 \\uc2a4\\ud15d\\uc774 \\ub05d\\ub098\\uc57c\\n # \\uc368\\uc9c0\\ubbc0\\ub85c, N\\ubc88\\uc9f8\\uc5d0\\uc11c \\ub04a\\uae30\\uba74 \\uc55e\\uc758 N-1 \\uc720\\ub8cc \\uacb0\\uacfc\\uac00 CP \\uc5d0\\ub294 \\uc5c6\\ub2e4.\\n cache.update(self._load_partial())\\n failed_memo: set = set()\\n\\n def _flush_row(_row, _plan, _cache=cache) -> None:\\n # \\u2605\\uce90\\uc2dc \\uc804\\uccb4\\ub97c \\ub2e4\\uc2dc \\uc4f4\\ub2e4. \\uc904 \\ub2e8\\uc704\\ub85c \\ub367\\ubd99\\uc774\\uba74 \\ud30c\\uc77c\\uc774 \\ubc18\\ucabd\\uc778 \\ucc44\\ub85c\\n # \\ub04a\\uae38 \\uc218 \\uc788\\uace0, \\ubc18\\ucabd JSON \\uc740 \\ub2e4\\uc74c \\ud310\\uc774 \\ud1b5\\uc9f8\\ub85c \\ubabb \\uc77d\\ub294\\ub2e4.\\n self._save_partial(_cache)\\n\\n out = _screen.screen_subjects(\\n subjects,\\n dispositions=dispositions,\\n world_facts_block=world,\\n cache_get=lambda k: (cache.get(k)\\n if isinstance(cache.get(k), dict) else None),\\n cache_put=lambda k, v: cache.__setitem__(k, v),\\n project_config=self.project_config,\\n opik_metadata=self.build_opik_metadata(),\\n failed_memo=failed_memo,\\n max_assess=(self.project_config or {}).get(\\n \"grounding_screen_max_assess\"),\\n on_row=_flush_row,\\n )\\n logger.info(\\n \"grounding_screen: \\ub300\\uc0c1 %d\\uac1c \\xb7 \\ud310\\ubcc4 \\ud638\\ucd9c %d \\xb7 %s \\xb7 \\uac08\\ub798\\ubcc4 %s\",\\n len(subjects), out[\"assess_calls\"], out[\"counts\"], out[\"by_owner\"])\\n\\n facet_debt = _screen.facet_obligations(out)\\n if facet_debt:\\n # \\u2605**\\uc0ac\\uc57c \\ud558\\ub294\\ub370 \\ubd99\\uc744 \\ub370\\uac00 \\uc5c6\\ub294 \\uac83\\ub4e4.** \\xa72-6.5a producer \\ubaab\\uc774\\ub2e4.\\n # \\uc774 \\ubaa9\\ub85d\\uc774 \\ub0a8\\uc740 \\ucc44\\ub85c \\u300c\\ub2e4\\uc12f \\uac08\\ub798 \\uc644\\ub8cc\\u300d\\ub97c \\ub9d0\\ud558\\uba74 \\uac70\\uc9d3\\uc774\\ub2e4.\\n logger.warning(\\n \"grounding_screen: producer \\uac00 \\uc5c6\\uc5b4 \\ubbf8\\ub8ec \\uc758\\ubb34 %d\\uac74 \\u2014 \\xa72-6.5a\",\\n len(facet_debt))\\n # \\u2605\\u2605**\\uc9c0\\uc6b0\\uc9c0 \\uc54a\\ub294\\ub2e4** (Codex BLOCK-2). manifest \\uc800\\uc7a5\\uc740\\n # `StepRunner.run \\u2192 _execute_and_finalize \\u2192 save_checkpoint` \\uc5d0\\uc11c\\n # `_execute` **\\uac00 \\ub3cc\\uc544\\uc628 \\ub4a4**\\uc5d0 \\uc77c\\uc5b4\\ub09c\\ub2e4. \\uc5ec\\uae30\\uc11c \\uc9c0\\uc6b0\\uba74 \\ubc18\\ud658 \\uc9c1\\ud6c4\\n # crash \\ub098 CP \\uc800\\uc7a5 \\uc2e4\\ud328\\uc5d0 \\uc0b0 \\uac83\\uc774 **\\uc544\\ubb34 \\ub370\\ub3c4 \\uc548 \\ub0a8\\ub294\\ub2e4**.\\n # \\u2605\\ub0a8\\uaca8 \\ub450\\ub294 \\ube44\\uc6a9\\uc740 \\ud30c\\uc77c \\ud558\\ub098\\ubfd0\\uc774\\ub2e4 \\u2014 \\uce90\\uc2dc \\ud0a4\\uc5d0 \\ud329\\xb7\\ubaa8\\ub378\\xb7\\uc815\\ucc45\\uc774\\n # \\uc811\\ud600 \\uc788\\uc5b4 \\uacc4\\uc57d\\uc774 \\ubc14\\ub00c\\uba74 \\uc61b \\uce78\\uc740 \\uadf8\\ub0e5 \\uc548 \\ub9de\\ub294\\ub2e4.\\n return self._wrap(g_mode, screened=out, cache=cache)\\n\\n def _partial_path(self):\\n return self._cp_dir / PARTIAL_NAME\\n\\n def _load_partial(self) -> Dict[str, Any]:\\n import json\\n\\n p = self._partial_path()\\n if not p.exists():\\n return {}\\n try:\\n got = json.loads(p.read_text(encoding=\"utf-8\"))\\n except Exception: # noqa: BLE001 \\u2014 \\ubc18\\ucabd \\ud30c\\uc77c\\uc774 \\ud310\\ubcc4\\uc744 \\ub9c9\\uc73c\\uba74 \\uc548 \\ub41c\\ub2e4\\n logger.warning(\"grounding_screen: \\uc911\\uac04 \\uc800\\uc7a5\\uc774 \\uae68\\uc84c\\ub2e4 \\u2014 \\ubb34\\uc2dc\\ud558\\uace0 \\uac04\\ub2e4\")\\n return {}\\n return got if isinstance(got, dict) else {}\\n\\n def _save_partial(self, cache: Dict[str, Any]) -> None:\\n import json\\n import os\\n\\n p = self._partial_path()\\n p.parent.mkdir(parents=True, exist_ok=True)\\n tmp = p.with_suffix(\".tmp\")\\n tmp.write_text(json.dumps(cache, ensure_ascii=False), encoding=\"utf-8\")\\n # \\u2605**\\uc6d0\\uc790\\uc801\\uc73c\\ub85c** \\ubc14\\uafbc\\ub2e4. \\uadf8\\ub0e5 \\ub36e\\uc5b4\\uc4f0\\uba74 \\uc4f0\\ub294 \\ub3c4\\uc911\\uc5d0 \\ub04a\\uacbc\\uc744 \\ub54c\\n # \\ub2e4\\uc74c \\ud310\\uc774 \\ubc18\\ucabd \\ud30c\\uc77c\\uc744 \\uc77d\\ub294\\ub2e4.\\n os.replace(tmp, p)\\n\\n\\n\\n def _wrap(self, g_mode: str, *, screened: Dict[str, Any],\\n cache: Dict[str, Any] | None = None,\\n skipped: bool = False) -> Dict[str, Any]:\\n rows = screened.get(\"rows\") or []\\n counts = screened.get(\"counts\") or {}\\n # \\u2605\\ubabb \\uc120 \\uac83\\uacfc \\uc0c1\\ud55c\\uc5d0 \\uac78\\ub9b0 \\uac83\\uc740 **\\uc2e4\\ud328\\ub85c \\uc13c\\ub2e4** \\u2014 `partial` \\uc774 \\ub418\\uc5b4\\n # \\ud558\\ub958\\uac00 \\ub9c9\\ud78c\\ub2e4. \\u300c\\ubbf8\\ud655\\uc815\\u300d\\uc744 \\u300c\\ube44\\ub300\\uc0c1\\u300d\\uc73c\\ub85c \\uc77d\\uc73c\\uba74 \\ucc38\\uc870 \\uc5c6\\uc774 \\ub0b4\\ub824\\uac04\\ub2e4.\\n failed = (counts.get(_screen.SCREEN_UNRESOLVED, 0)\\n + counts.get(_screen.SCREEN_CAPPED, 0))\\n done = len(rows) - failed\\n payload: Dict[str, Any] = {\\n \"mode\": g_mode,\\n \"contract_version\": _screen.SCREEN_CONTRACT_VERSION,\\n \"subject_count\": len(rows),\\n \"search_calls\": 0,\\n \"image_calls\": 0,\\n **{k: v for k, v in screened.items() if k != \"contract_version\"},\\n \"facet_debt\": _screen.facet_obligations(screened),\\n }\\n if cache is not None:\\n payload[CACHE_KEY] = cache\\n if skipped:\\n payload[\"skipped\"] = True\\n return {\\n \"completed_count\": done,\\n \"applicable_count\": len(rows),\\n \"failed_count\": failed,\\n \"config_hash\": self._config_hash(),\\n \"data\": payload,\\n }\\n\\n def _config_hash(self) -> str:\\n \"\"\"\\u2605\\ud310\\ubcc4 \\uacc4\\uc57d\\xb7\\ud329 \\ubc14\\uc774\\ud2b8\\ub97c \\uc9c0\\ubb38\\uc5d0 \\uc811\\ub294\\ub2e4.\\n\\n \\uc548 \\uc811\\uc73c\\uba74 \\ud329\\uc774\\ub098 \\ubaa8\\ub378\\uc744 \\ubc14\\uafd4\\ub3c4 resume \\uc774 **\\uc61b \\ud310\\ubcc4\\uc744 \\uadf8\\ub300\\ub85c \\uac74\\ub108\\ub6f4\\ub2e4**.\\n \"\"\"\\n import hashlib\\n import json\\n\\n from app.core.step_runner import compute_config_hash\\n\\n raw = json.dumps({\\n \"base\": compute_config_hash(self.project_config),\\n \"screen_contract\": _screen.SCREEN_CONTRACT_VERSION,\\n \"carry_contract\": _carry.CARRY_CONTRACT_VERSION,\\n \"subject_contract\": SUBJECT_ID_CONTRACT_VERSION,\\n \"era_policy\": _era.ERA_RESEARCH_POLICY_VERSION,\\n \"era_pack\": _era.resolve_era_pack(),\\n \"era_pack_hash\": _era.era_pack_content_hash(),\\n \"assess_model\": _era.ASSESS_MODEL,\\n # \\u2605\\u2605alias \\ub294 \\uadf8\\ub300\\ub85c\\uc778\\ub370 **\\ubb3c\\ub9ac \\ubaa8\\ub378\\ub9cc \\ubc14\\ub00c\\uba74** outer resume \\uc774\\n # \\uc61b CP \\ub97c \\uac74\\ub108\\ub6f4\\ub2e4 \\u2014 \\ub2e4\\ub978 \\ubaa8\\ub378\\uc774 \\ud310\\ubcc4\\ud55c \\uac83\\uc744 \\uadf8\\ub300\\ub85c \\uc4f0\\uac8c \\ub41c\\ub2e4\\n # (Codex). `era_research` \\uac00 \\uce90\\uc2dc \\ud0a4\\uc5d0 \\uc811\\ub294 \\uac83\\uacfc \\uac19\\uc740 \\uac12\\uc774\\ub2e4.\\n \"assess_model_physical\": _era.resolve_model_physical(\\n _era.ASSESS_MODEL),\\n }, sort_keys=True, ensure_ascii=False)\\n return hashlib.sha256(raw.encode(\"utf-8\")).hexdigest()[:16]\\n]", "tests/grounding/test_grounding_screen_step.py::TestNoScenarioWordsInTheCode::test_the_source_holds_no_literal_target_list[\"\"\"\\uc55e\\ucabd **\\ud310\\ubcc4** \\uc2a4\\ud15d (13.68) \\u2014 \\u300c\\ubb34\\uc5c7\\uc774 \\ucc38\\uc870 \\uc0ac\\uc9c4\\uc744 \\uc0ac\\uc57c \\ud558\\ub294\\uac00\\u300d.\\n\\n 13.5 entity_merge \\u2190 \\uacb0\\uc18d\\ud560 \\uc5d4\\ud2f0\\ud2f0\\uac00 \\uc5ec\\uae30\\uc11c \\uc815\\ud574\\uc9c4\\ub2e4\\n \\u2193\\n 13.65 grounding_plan route \\ud655\\uc815 (\\uae30\\uc874 \\ucd95)\\n \\u2193\\n 13.68 \\u2605grounding_screen **\\ud310\\ubcc4\\ub9cc** \\u2014 `era_research.assess_plan_cached`\\n \\u2193\\n 13.7 entity_filter \\ud310\\ubcc4\\uc774 \\uc5f0 \\uac83\\uc744 **\\uc548 \\uc9c0\\uc6b4\\ub2e4** + \\uc5c6\\ub294 \\ud589\\uc740 \\ub9cc\\ub4e0\\ub2e4\\n \\u2193\\n 19.x \\uc911\\uc559 \\ud68d\\ub4dd \\u2605\\uc0ac\\ub294 \\uacf3\\uc740 **\\uc5ec\\uae30 \\ud558\\ub098**\\n\\n\\u2605\\uc774 \\uc2a4\\ud15d\\uc740 **\\ucc38\\uc870\\ub97c \\uc0ac\\uc9c0 \\uc54a\\ub294\\ub2e4.** \\uac80\\uc0c9\\xb7\\uc774\\ubbf8\\uc9c0 \\uac80\\uc0c9\\xb7VLM \\ud638\\ucd9c 0.\\n\\uc0ac\\ub294 \\uac83\\uc740 \\uc911\\uc559 19.x \\ud55c \\uacf3\\uc774\\ub2e4 \\u2014 \\ub450 \\uacf3\\uc5d0\\uc11c \\uc0ac\\uba74 \\uac19\\uc740 \\ub300\\uc0c1\\uc744 \\ub450 \\ubc88 \\uc0b0\\ub2e4.\\n\\n\\u2605`generation_difficulty` \\ub97c **\\uadfc\\uac70\\ub85c \\uc4f0\\uc9c0 \\uc54a\\ub294\\ub2e4.** \\uac19\\uc740 \\uc720\\ub8cc \\ud310\\ub2e8\\uc744 \\ub450 \\ubc88\\n\\uc0ac\\uc9c0 \\uc54a\\uae30\\ub85c \\ud655\\uc815\\ub410\\ub2e4 \\u2014 \\ud310\\ubcc4 SOT \\ub294 `era_research.assess_subjects` \\ub2e4.\\n\\n\\u2605\\uacb0\\uc18d(`binding`)\\uc740 `grounding_carry` \\uac00 SOT \\ub2e4. \\uc774 \\uc2a4\\ud15d\\uc740 \\uadf8 \\uc7a5\\ubd80\\ub97c \\uc77d\\uc744 \\ubfd0\\n\\uc774\\ub984\\uc744 \\ub2e4\\uc2dc \\uc9dd\\uc9d3\\uc9c0 \\uc54a\\ub294\\ub2e4.\\n\"\"\"\\nfrom __future__ import annotations\\n\\nimport logging\\nfrom typing import Any, Dict\\n\\nfrom app.core.grounding_mode import (GROUNDING_MODE_LEGACY,\\n resolve_grounding_mode)\\nfrom app.core.step_runner import StepRunner\\nfrom app.core.steps.entity_steps import _EntityStepMixin\\nfrom app.modules.pipeline import grounding_carry as _carry\\nfrom app.modules.pipeline import grounding_screen as _screen\\nfrom app.modules.pipeline import era_research as _era\\nfrom app.modules.pipeline.grounding_subject import SUBJECT_ID_CONTRACT_VERSION\\n\\nlogger = logging.getLogger(__name__)\\n\\n#: \\u2605\\ud310\\ubcc4 \\uce90\\uc2dc\\uac00 \\uc549\\ub294 \\uce78. CP \\uc548\\uc5d0 \\ub450\\uc5b4 **resume \\uc774 \\ub2e4\\uc2dc \\uc548 \\uc0ac\\uac8c** \\ud55c\\ub2e4.\\nCACHE_KEY = \"assess_cache\"\\n#: \\u2605\\u2605\\ud55c \\uc904\\uc774 \\ub0a0 \\ub54c\\ub9c8\\ub2e4 **\\uc5ec\\uae30\\uc5d0 \\uba3c\\uc800** \\uc313\\uc778\\ub2e4. \\uc2a4\\ud15d\\uc774 \\uc911\\uac04\\uc5d0 \\ub04a\\uaca8\\ub3c4 \\uc774\\n#: \\ud30c\\uc77c\\uc774 \\ub0a8\\uc544 \\ub2e4\\uc74c \\ud310\\uc774 \\uc55e\\uc758 \\uc720\\ub8cc \\uacb0\\uacfc\\ub97c **\\ub2e4\\uc2dc \\uc548 \\uc0b0\\ub2e4**.\\nPARTIAL_NAME = \"screen_partial.json\"\\n\\n\\nclass GroundingScreenStep(_EntityStepMixin, StepRunner):\\n \"\"\"\\ucc38\\uc870 \\ud68d\\ub4dd **\\uc758\\ubb34**\\ub97c \\uc815\\ud55c\\ub2e4. \\uc0ac\\uc9c0\\ub294 \\uc54a\\ub294\\ub2e4.\"\"\"\\n\\n def _execute(self, mode: str = \"resume\") -> Dict[str, Any]:\\n g_mode = resolve_grounding_mode(self.project_config)\\n if g_mode == GROUNDING_MODE_LEGACY:\\n # \\u2605manifest \\uc758 `if_grounding_v2` \\uac00 \\uc774\\ubbf8 \\uac70\\ub978\\ub2e4. \\ub2e8\\ub3c5 \\ud638\\ucd9c\\ub85c \\ub4e4\\uc5b4\\uc640\\ub3c4\\n # **\\uc544\\ubb34\\uac83\\ub3c4 \\uc548 \\ud558\\uace0** \\uc120\\ub2e4.\\n logger.info(\"grounding_screen: mode=legacy \\u2014 \\uc544\\ubb34\\uac83\\ub3c4 \\uc548 \\ud55c\\ub2e4\")\\n return self._wrap(g_mode, screened={}, skipped=True)\\n\\n merge_cp = self._load_prev_checkpoint(\"entity_merge\")\\n entities = (merge_cp or {}).get(\"data\") or {}\\n a0_cp = self._load_prev_checkpoint(\"grounding_a0\")\\n a0_cands = ((a0_cp or {}).get(\"data\") or {}).get(\"candidates\") or []\\n\\n # \\u2605\\u2605\\uacb0\\uc18d\\uc740 `grounding_carry` **\\ud55c \\ud568\\uc218**\\uac00 \\ud55c\\ub2e4 \\u2014 `grounding_plan` \\uacfc\\n # offline \\uc7ac\\uc0dd\\uae30\\uac00 \\uc4f0\\ub294 \\ubc14\\ub85c \\uadf8 \\ud568\\uc218\\ub2e4. \\uc5ec\\uae30\\uc11c \\ub530\\ub85c \\uc9dd\\uc9c0\\uc73c\\uba74 \\uc138 \\uacf3\\uc774\\n # \\uac08\\ub9ac\\uace0, \\uac08\\ub9b0 \\uac83\\uc744 \\uc544\\ubb34\\ub3c4 \\ubabb \\ubcf8\\ub2e4.\\n built = _carry.build_subjects(\\n entities, project_id=self.project_id, episode_id=self.episode_id,\\n source_step=\"entity_merge\", a0_candidates=a0_cands)\\n ledger = built.get(\"candidate_ledger\") or {}\\n dispositions = {\\n str(r.get(\"research_subject_id\") or \"\"): str(r.get(\"disposition\") or \"\")\\n for r in (ledger.get(\"rows\") or [])\\n }\\n # \\u2605\\u2605**\\ub2e4\\uc12f \\uac08\\ub798\\ub97c \\uc804\\ubd80** \\ubaa8\\uc9d1\\ub2e8\\uc5d0 \\ub123\\ub294\\ub2e4. `build_subjects` \\uc758\\n # `subjects` \\ub294 `DISP_PROMOTED` \\ub9cc \\uc2b9\\uaca9\\ud558\\ubbc0\\ub85c facet \\ub450 \\uac08\\ub798\\uac00 \\ud1b5\\uc9f8\\ub85c\\n # \\ube60\\uc9c4\\ub2e4 \\u2014 \\uadf8\\uac83\\ub9cc \\ubcf4\\ub0b4 \\ub193\\uace0 \\u300c\\ub2e4\\uc12f owner \\ud310\\ubcc4\\u300d\\uc774\\ub77c\\uace0 \\uc4f0\\uba74 \\uac70\\uc9d3\\uc774\\ub2e4.\\n subjects = _screen.build_population(\\n built[\"subjects\"], a0_cands, dispositions)\\n\\n from app.core.world_context import build_world_facts_block\\n\\n rules_cp = self._load_prev_checkpoint(\"visual_world_rules\")\\n world = build_world_facts_block(rules_cp)\\n if not world.strip():\\n from app.core.errors import AppError\\n\\n # \\u2605\\uc138\\uacc4\\uad00 \\uc5c6\\uc774 \\ud310\\ubcc4\\ud558\\uba74 \\u300c\\uadf8 \\uc2dc\\ub300\\uc5d0 \\ud2b9\\ubcc4\\ud55c\\uac00\\u300d\\ub97c \\ubb3c\\uc744 \\uae30\\uc900\\uc774 \\uc5c6\\ub2e4.\\n # \\ube48 \\ube14\\ub85d\\uc73c\\ub85c \\uc0ac\\uba74 \\uadf8 \\ub3c8\\uc774 \\uadf8\\ub0e5 \\ubc84\\ub824\\uc9c4\\ub2e4.\\n raise AppError(\\n code=\"grounding_screen.missing_world_context\",\\n message=\"visual_world_rules \\uac00 \\ube44\\uc5c8\\ub2e4 \\u2014 \\uc2dc\\ub300 \\uae30\\uc900 \\uc5c6\\uc774 \\ud310\\ubcc4\\ud560 \\uc218 \\uc5c6\\ub2e4\",\\n status_code=400,\\n )\\n\\n # \\u2605\\uc774\\uc804 \\ud310\\uc758 \\ud310\\ubcc4 \\uce90\\uc2dc\\ub97c \\uc774\\uc5b4\\ubc1b\\ub294\\ub2e4 \\u2014 resume \\uc774 \\uac19\\uc740 \\uac83\\uc744 **\\ub2e4\\uc2dc \\uc0ac\\uba74**\\n # \\uc548 \\ub41c\\ub2e4. \\ube48 \\ubaa9\\ub85d(\\ube44\\ub300\\uc0c1)\\ub3c4 \\uce90\\uc2dc\\ub77c \\uadf8\\uac83\\uae4c\\uc9c0 \\uc774\\uc5b4\\ubc1b\\uc544\\uc57c \\ub73b\\uc774 \\uc788\\ub2e4.\\n prev = ((self._load_prev_checkpoint(self.step_id) or {}).get(\"data\")\\n or {}).get(CACHE_KEY) or {}\\n cache: Dict[str, Any] = dict(prev) if isinstance(prev, dict) else {}\\n # \\u2605\\u2605**\\ub04a\\uae34 \\ud310\\uc774 \\ub0a8\\uae34 \\uac83\\ub3c4 \\uc774\\uc5b4\\ubc1b\\ub294\\ub2e4.** \\uccb4\\ud06c\\ud3ec\\uc778\\ud2b8\\ub294 \\uc2a4\\ud15d\\uc774 \\ub05d\\ub098\\uc57c\\n # \\uc368\\uc9c0\\ubbc0\\ub85c, N\\ubc88\\uc9f8\\uc5d0\\uc11c \\ub04a\\uae30\\uba74 \\uc55e\\uc758 N-1 \\uc720\\ub8cc \\uacb0\\uacfc\\uac00 CP \\uc5d0\\ub294 \\uc5c6\\ub2e4.\\n cache.update(self._load_partial())\\n failed_memo: set = set()\\n\\n def _flush_row(_row, _plan, _cache=cache) -> None:\\n # \\u2605\\uce90\\uc2dc \\uc804\\uccb4\\ub97c \\ub2e4\\uc2dc \\uc4f4\\ub2e4. \\uc904 \\ub2e8\\uc704\\ub85c \\ub367\\ubd99\\uc774\\uba74 \\ud30c\\uc77c\\uc774 \\ubc18\\ucabd\\uc778 \\ucc44\\ub85c\\n # \\ub04a\\uae38 \\uc218 \\uc788\\uace0, \\ubc18\\ucabd JSON \\uc740 \\ub2e4\\uc74c \\ud310\\uc774 \\ud1b5\\uc9f8\\ub85c \\ubabb \\uc77d\\ub294\\ub2e4.\\n self._save_partial(_cache)\\n\\n out = _screen.screen_subjects(\\n subjects,\\n dispositions=dispositions,\\n world_facts_block=world,\\n cache_get=lambda k: (cache.get(k)\\n if isinstance(cache.get(k), dict) else None),\\n cache_put=lambda k, v: cache.__setitem__(k, v),\\n project_config=self.project_config,\\n opik_metadata=self.build_opik_metadata(),\\n failed_memo=failed_memo,\\n max_assess=(self.project_config or {}).get(\\n \"grounding_screen_max_assess\"),\\n on_row=_flush_row,\\n )\\n logger.info(\\n \"grounding_screen: \\ub300\\uc0c1 %d\\uac1c \\xb7 \\ud310\\ubcc4 \\ud638\\ucd9c %d \\xb7 %s \\xb7 \\uac08\\ub798\\ubcc4 %s\",\\n len(subjects), out[\"assess_calls\"], out[\"counts\"], out[\"by_owner\"])\\n\\n facet_debt = _screen.facet_obligations(out)\\n if facet_debt:\\n # \\u2605**\\uc0ac\\uc57c \\ud558\\ub294\\ub370 \\ubd99\\uc744 \\ub370\\uac00 \\uc5c6\\ub294 \\uac83\\ub4e4.** \\xa72-6.5a producer \\ubaab\\uc774\\ub2e4.\\n # \\uc774 \\ubaa9\\ub85d\\uc774 \\ub0a8\\uc740 \\ucc44\\ub85c \\u300c\\ub2e4\\uc12f \\uac08\\ub798 \\uc644\\ub8cc\\u300d\\ub97c \\ub9d0\\ud558\\uba74 \\uac70\\uc9d3\\uc774\\ub2e4.\\n logger.warning(\\n \"grounding_screen: producer \\uac00 \\uc5c6\\uc5b4 \\ubbf8\\ub8ec \\uc758\\ubb34 %d\\uac74 \\u2014 \\xa72-6.5a\",\\n len(facet_debt))\\n # \\u2605\\u2605**\\uc9c0\\uc6b0\\uc9c0 \\uc54a\\ub294\\ub2e4** (Codex BLOCK-2). manifest \\uc800\\uc7a5\\uc740\\n # `StepRunner.run \\u2192 _execute_and_finalize \\u2192 save_checkpoint` \\uc5d0\\uc11c\\n # `_execute` **\\uac00 \\ub3cc\\uc544\\uc628 \\ub4a4**\\uc5d0 \\uc77c\\uc5b4\\ub09c\\ub2e4. \\uc5ec\\uae30\\uc11c \\uc9c0\\uc6b0\\uba74 \\ubc18\\ud658 \\uc9c1\\ud6c4\\n # crash \\ub098 CP \\uc800\\uc7a5 \\uc2e4\\ud328\\uc5d0 \\uc0b0 \\uac83\\uc774 **\\uc544\\ubb34 \\ub370\\ub3c4 \\uc548 \\ub0a8\\ub294\\ub2e4**.\\n # \\u2605\\ub0a8\\uaca8 \\ub450\\ub294 \\ube44\\uc6a9\\uc740 \\ud30c\\uc77c \\ud558\\ub098\\ubfd0\\uc774\\ub2e4 \\u2014 \\uce90\\uc2dc \\ud0a4\\uc5d0 \\ud329\\xb7\\ubaa8\\ub378\\xb7\\uc815\\ucc45\\uc774\\n # \\uc811\\ud600 \\uc788\\uc5b4 \\uacc4\\uc57d\\uc774 \\ubc14\\ub00c\\uba74 \\uc61b \\uce78\\uc740 \\uadf8\\ub0e5 \\uc548 \\ub9de\\ub294\\ub2e4.\\n w = self._wrap(g_mode, screened=out, cache=cache)\\n self._clear_partial()\\n return w\\n\\n def _partial_path(self):\\n return self._cp_dir / PARTIAL_NAME\\n\\n def _load_partial(self) -> Dict[str, Any]:\\n import json\\n\\n p = self._partial_path()\\n if not p.exists():\\n return {}\\n try:\\n got = json.loads(p.read_text(encoding=\"utf-8\"))\\n except Exception: # noqa: BLE001 \\u2014 \\ubc18\\ucabd \\ud30c\\uc77c\\uc774 \\ud310\\ubcc4\\uc744 \\ub9c9\\uc73c\\uba74 \\uc548 \\ub41c\\ub2e4\\n logger.warning(\"grounding_screen: \\uc911\\uac04 \\uc800\\uc7a5\\uc774 \\uae68\\uc84c\\ub2e4 \\u2014 \\ubb34\\uc2dc\\ud558\\uace0 \\uac04\\ub2e4\")\\n return {}\\n return got if isinstance(got, dict) else {}\\n\\n def _save_partial(self, cache: Dict[str, Any]) -> None:\\n import json\\n import os\\n\\n p = self._partial_path()\\n p.parent.mkdir(parents=True, exist_ok=True)\\n tmp = p.with_suffix(\".tmp\")\\n tmp.write_text(json.dumps(cache, ensure_ascii=False), encoding=\"utf-8\")\\n # \\u2605**\\uc6d0\\uc790\\uc801\\uc73c\\ub85c** \\ubc14\\uafbc\\ub2e4. \\uadf8\\ub0e5 \\ub36e\\uc5b4\\uc4f0\\uba74 \\uc4f0\\ub294 \\ub3c4\\uc911\\uc5d0 \\ub04a\\uacbc\\uc744 \\ub54c\\n # \\ub2e4\\uc74c \\ud310\\uc774 \\ubc18\\ucabd \\ud30c\\uc77c\\uc744 \\uc77d\\ub294\\ub2e4.\\n os.replace(tmp, p)\\n\\n\\n\\n def _wrap(self, g_mode: str, *, screened: Dict[str, Any],\\n cache: Dict[str, Any] | None = None,\\n skipped: bool = False) -> Dict[str, Any]:\\n rows = screened.get(\"rows\") or []\\n counts = screened.get(\"counts\") or {}\\n # \\u2605\\ubabb \\uc120 \\uac83\\uacfc \\uc0c1\\ud55c\\uc5d0 \\uac78\\ub9b0 \\uac83\\uc740 **\\uc2e4\\ud328\\ub85c \\uc13c\\ub2e4** \\u2014 `partial` \\uc774 \\ub418\\uc5b4\\n # \\ud558\\ub958\\uac00 \\ub9c9\\ud78c\\ub2e4. \\u300c\\ubbf8\\ud655\\uc815\\u300d\\uc744 \\u300c\\ube44\\ub300\\uc0c1\\u300d\\uc73c\\ub85c \\uc77d\\uc73c\\uba74 \\ucc38\\uc870 \\uc5c6\\uc774 \\ub0b4\\ub824\\uac04\\ub2e4.\\n failed = (counts.get(_screen.SCREEN_UNRESOLVED, 0)\\n + counts.get(_screen.SCREEN_CAPPED, 0))\\n done = len(rows) - failed\\n payload: Dict[str, Any] = {\\n \"mode\": g_mode,\\n \"contract_version\": _screen.SCREEN_CONTRACT_VERSION,\\n \"subject_count\": len(rows),\\n \"search_calls\": 0,\\n \"image_calls\": 0,\\n **{k: v for k, v in screened.items() if k != \"contract_version\"},\\n \"facet_debt\": _screen.facet_obligations(screened),\\n }\\n if cache is not None:\\n payload[CACHE_KEY] = cache\\n if skipped:\\n payload[\"skipped\"] = True\\n return {\\n \"completed_count\": done,\\n \"applicable_count\": len(rows),\\n \"failed_count\": failed,\\n \"config_hash\": self._config_hash(),\\n \"data\": payload,\\n }\\n\\n def _config_hash(self) -> str:\\n \"\"\"\\u2605\\ud310\\ubcc4 \\uacc4\\uc57d\\xb7\\ud329 \\ubc14\\uc774\\ud2b8\\ub97c \\uc9c0\\ubb38\\uc5d0 \\uc811\\ub294\\ub2e4.\\n\\n \\uc548 \\uc811\\uc73c\\uba74 \\ud329\\uc774\\ub098 \\ubaa8\\ub378\\uc744 \\ubc14\\uafd4\\ub3c4 resume \\uc774 **\\uc61b \\ud310\\ubcc4\\uc744 \\uadf8\\ub300\\ub85c \\uac74\\ub108\\ub6f4\\ub2e4**.\\n \"\"\"\\n import hashlib\\n import json\\n\\n from app.core.step_runner import compute_config_hash\\n\\n raw = json.dumps({\\n \"base\": compute_config_hash(self.project_config),\\n \"screen_contract\": _screen.SCREEN_CONTRACT_VERSION,\\n \"carry_contract\": _carry.CARRY_CONTRACT_VERSION,\\n \"subject_contract\": SUBJECT_ID_CONTRACT_VERSION,\\n \"era_policy\": _era.ERA_RESEARCH_POLICY_VERSION,\\n \"era_pack\": _era.resolve_era_pack(),\\n \"era_pack_hash\": _era.era_pack_content_hash(),\\n \"assess_model\": _era.ASSESS_MODEL,\\n # \\u2605\\u2605alias \\ub294 \\uadf8\\ub300\\ub85c\\uc778\\ub370 **\\ubb3c\\ub9ac \\ubaa8\\ub378\\ub9cc \\ubc14\\ub00c\\uba74** outer resume \\uc774\\n # \\uc61b CP \\ub97c \\uac74\\ub108\\ub6f4\\ub2e4 \\u2014 \\ub2e4\\ub978 \\ubaa8\\ub378\\uc774 \\ud310\\ubcc4\\ud55c \\uac83\\uc744 \\uadf8\\ub300\\ub85c \\uc4f0\\uac8c \\ub41c\\ub2e4\\n # (Codex). `era_research` \\uac00 \\uce90\\uc2dc \\ud0a4\\uc5d0 \\uc811\\ub294 \\uac83\\uacfc \\uac19\\uc740 \\uac12\\uc774\\ub2e4.\\n \"assess_model_physical\": _era.resolve_model_physical(\\n _era.ASSESS_MODEL),\\n }, sort_keys=True, ensure_ascii=False)\\n return hashlib.sha256(raw.encode(\"utf-8\")).hexdigest()[:16]\\n]", "tests/grounding/test_grounding_screen_step.py::TestNoScenarioWordsInTheCode::test_the_source_holds_no_literal_target_list[\"\"\"\\uc55e\\ucabd **\\ud310\\ubcc4** \\uc2a4\\ud15d (13.68) \\u2014 \\u300c\\ubb34\\uc5c7\\uc774 \\ucc38\\uc870 \\uc0ac\\uc9c4\\uc744 \\uc0ac\\uc57c \\ud558\\ub294\\uac00\\u300d.\\n\\n 13.5 entity_merge \\u2190 \\uacb0\\uc18d\\ud560 \\uc5d4\\ud2f0\\ud2f0\\uac00 \\uc5ec\\uae30\\uc11c \\uc815\\ud574\\uc9c4\\ub2e4\\n \\u2193\\n 13.65 grounding_plan route \\ud655\\uc815 (\\uae30\\uc874 \\ucd95)\\n \\u2193\\n 13.68 \\u2605grounding_screen **\\ud310\\ubcc4\\ub9cc** \\u2014 `era_research.assess_plan_cached`\\n \\u2193\\n 13.7 entity_filter \\ud310\\ubcc4\\uc774 \\uc5f0 \\uac83\\uc744 **\\uc548 \\uc9c0\\uc6b4\\ub2e4** + \\uc5c6\\ub294 \\ud589\\uc740 \\ub9cc\\ub4e0\\ub2e4\\n \\u2193\\n 19.x \\uc911\\uc559 \\ud68d\\ub4dd \\u2605\\uc0ac\\ub294 \\uacf3\\uc740 **\\uc5ec\\uae30 \\ud558\\ub098**\\n\\n\\u2605\\uc774 \\uc2a4\\ud15d\\uc740 **\\ucc38\\uc870\\ub97c \\uc0ac\\uc9c0 \\uc54a\\ub294\\ub2e4.** \\uac80\\uc0c9\\xb7\\uc774\\ubbf8\\uc9c0 \\uac80\\uc0c9\\xb7VLM \\ud638\\ucd9c 0.\\n\\uc0ac\\ub294 \\uac83\\uc740 \\uc911\\uc559 19.x \\ud55c \\uacf3\\uc774\\ub2e4 \\u2014 \\ub450 \\uacf3\\uc5d0\\uc11c \\uc0ac\\uba74 \\uac19\\uc740 \\ub300\\uc0c1\\uc744 \\ub450 \\ubc88 \\uc0b0\\ub2e4.\\n\\n\\u2605`generation_difficulty` \\ub97c **\\uadfc\\uac70\\ub85c \\uc4f0\\uc9c0 \\uc54a\\ub294\\ub2e4.** \\uac19\\uc740 \\uc720\\ub8cc \\ud310\\ub2e8\\uc744 \\ub450 \\ubc88\\n\\uc0ac\\uc9c0 \\uc54a\\uae30\\ub85c \\ud655\\uc815\\ub410\\ub2e4 \\u2014 \\ud310\\ubcc4 SOT \\ub294 `era_research.assess_subjects` \\ub2e4.\\n\\n\\u2605\\uacb0\\uc18d(`binding`)\\uc740 `grounding_carry` \\uac00 SOT \\ub2e4. \\uc774 \\uc2a4\\ud15d\\uc740 \\uadf8 \\uc7a5\\ubd80\\ub97c \\uc77d\\uc744 \\ubfd0\\n\\uc774\\ub984\\uc744 \\ub2e4\\uc2dc \\uc9dd\\uc9d3\\uc9c0 \\uc54a\\ub294\\ub2e4.\\n\"\"\"\\nfrom __future__ import annotations\\n\\nimport logging\\nfrom typing import Any, Dict\\n\\nfrom app.core.grounding_mode import (GROUNDING_MODE_LEGACY,\\n resolve_grounding_mode)\\nfrom app.core.step_runner import StepRunner\\nfrom app.core.steps.entity_steps import _EntityStepMixin\\nfrom app.modules.pipeline import grounding_carry as _carry\\nfrom app.modules.pipeline import grounding_screen as _screen\\nfrom app.modules.pipeline import era_research as _era\\nfrom app.modules.pipeline.grounding_subject import SUBJECT_ID_CONTRACT_VERSION\\n\\nlogger = logging.getLogger(__name__)\\n\\n#: \\u2605\\ud310\\ubcc4 \\uce90\\uc2dc\\uac00 \\uc549\\ub294 \\uce78. CP \\uc548\\uc5d0 \\ub450\\uc5b4 **resume \\uc774 \\ub2e4\\uc2dc \\uc548 \\uc0ac\\uac8c** \\ud55c\\ub2e4.\\nCACHE_KEY = \"assess_cache\"\\n#: \\u2605\\u2605\\ud55c \\uc904\\uc774 \\ub0a0 \\ub54c\\ub9c8\\ub2e4 **\\uc5ec\\uae30\\uc5d0 \\uba3c\\uc800** \\uc313\\uc778\\ub2e4. \\uc2a4\\ud15d\\uc774 \\uc911\\uac04\\uc5d0 \\ub04a\\uaca8\\ub3c4 \\uc774\\n#: \\ud30c\\uc77c\\uc774 \\ub0a8\\uc544 \\ub2e4\\uc74c \\ud310\\uc774 \\uc55e\\uc758 \\uc720\\ub8cc \\uacb0\\uacfc\\ub97c **\\ub2e4\\uc2dc \\uc548 \\uc0b0\\ub2e4**.\\nPARTIAL_NAME = \"screen_partial.json\"\\n\\n\\nclass GroundingScreenStep(_EntityStepMixin, StepRunner):\\n \"\"\"\\ucc38\\uc870 \\ud68d\\ub4dd **\\uc758\\ubb34**\\ub97c \\uc815\\ud55c\\ub2e4. \\uc0ac\\uc9c0\\ub294 \\uc54a\\ub294\\ub2e4.\"\"\"\\n\\n def _execute(self, mode: str = \"resume\") -> Dict[str, Any]:\\n g_mode = resolve_grounding_mode(self.project_config)\\n if g_mode == GROUNDING_MODE_LEGACY:\\n # \\u2605manifest \\uc758 `if_grounding_v2` \\uac00 \\uc774\\ubbf8 \\uac70\\ub978\\ub2e4. \\ub2e8\\ub3c5 \\ud638\\ucd9c\\ub85c \\ub4e4\\uc5b4\\uc640\\ub3c4\\n # **\\uc544\\ubb34\\uac83\\ub3c4 \\uc548 \\ud558\\uace0** \\uc120\\ub2e4.\\n logger.info(\"grounding_screen: mode=legacy \\u2014 \\uc544\\ubb34\\uac83\\ub3c4 \\uc548 \\ud55c\\ub2e4\")\\n return self._wrap(g_mode, screened={}, skipped=True)\\n\\n merge_cp = self._load_prev_checkpoint(\"entity_merge\")\\n entities = (merge_cp or {}).get(\"data\") or {}\\n a0_cp = self._load_prev_checkpoint(\"grounding_a0\")\\n a0_cands = ((a0_cp or {}).get(\"data\") or {}).get(\"candidates\") or []\\n\\n # \\u2605\\u2605\\uacb0\\uc18d\\uc740 `grounding_carry` **\\ud55c \\ud568\\uc218**\\uac00 \\ud55c\\ub2e4 \\u2014 `grounding_plan` \\uacfc\\n # offline \\uc7ac\\uc0dd\\uae30\\uac00 \\uc4f0\\ub294 \\ubc14\\ub85c \\uadf8 \\ud568\\uc218\\ub2e4. \\uc5ec\\uae30\\uc11c \\ub530\\ub85c \\uc9dd\\uc9c0\\uc73c\\uba74 \\uc138 \\uacf3\\uc774\\n # \\uac08\\ub9ac\\uace0, \\uac08\\ub9b0 \\uac83\\uc744 \\uc544\\ubb34\\ub3c4 \\ubabb \\ubcf8\\ub2e4.\\n built = _carry.build_subjects(\\n entities, project_id=self.project_id, episode_id=self.episode_id,\\n source_step=\"entity_merge\", a0_candidates=a0_cands)\\n ledger = built.get(\"candidate_ledger\") or {}\\n dispositions = {\\n str(r.get(\"research_subject_id\") or \"\"): str(r.get(\"disposition\") or \"\")\\n for r in (ledger.get(\"rows\") or [])\\n }\\n # \\u2605\\u2605**\\ub2e4\\uc12f \\uac08\\ub798\\ub97c \\uc804\\ubd80** \\ubaa8\\uc9d1\\ub2e8\\uc5d0 \\ub123\\ub294\\ub2e4. `build_subjects` \\uc758\\n # `subjects` \\ub294 `DISP_PROMOTED` \\ub9cc \\uc2b9\\uaca9\\ud558\\ubbc0\\ub85c facet \\ub450 \\uac08\\ub798\\uac00 \\ud1b5\\uc9f8\\ub85c\\n # \\ube60\\uc9c4\\ub2e4 \\u2014 \\uadf8\\uac83\\ub9cc \\ubcf4\\ub0b4 \\ub193\\uace0 \\u300c\\ub2e4\\uc12f owner \\ud310\\ubcc4\\u300d\\uc774\\ub77c\\uace0 \\uc4f0\\uba74 \\uac70\\uc9d3\\uc774\\ub2e4.\\n subjects = _screen.build_population(\\n built[\"subjects\"], a0_cands, dispositions)\\n\\n from app.core.world_context import build_world_facts_block\\n\\n rules_cp = self._load_prev_checkpoint(\"visual_world_rules\")\\n world = build_world_facts_block(rules_cp)\\n if not world.strip():\\n from app.core.errors import AppError\\n\\n # \\u2605\\uc138\\uacc4\\uad00 \\uc5c6\\uc774 \\ud310\\ubcc4\\ud558\\uba74 \\u300c\\uadf8 \\uc2dc\\ub300\\uc5d0 \\ud2b9\\ubcc4\\ud55c\\uac00\\u300d\\ub97c \\ubb3c\\uc744 \\uae30\\uc900\\uc774 \\uc5c6\\ub2e4.\\n # \\ube48 \\ube14\\ub85d\\uc73c\\ub85c \\uc0ac\\uba74 \\uadf8 \\ub3c8\\uc774 \\uadf8\\ub0e5 \\ubc84\\ub824\\uc9c4\\ub2e4.\\n raise AppError(\\n code=\"grounding_screen.missing_world_context\",\\n message=\"visual_world_rules \\uac00 \\ube44\\uc5c8\\ub2e4 \\u2014 \\uc2dc\\ub300 \\uae30\\uc900 \\uc5c6\\uc774 \\ud310\\ubcc4\\ud560 \\uc218 \\uc5c6\\ub2e4\",\\n status_code=400,\\n )\\n\\n # \\u2605\\uc774\\uc804 \\ud310\\uc758 \\ud310\\ubcc4 \\uce90\\uc2dc\\ub97c \\uc774\\uc5b4\\ubc1b\\ub294\\ub2e4 \\u2014 resume \\uc774 \\uac19\\uc740 \\uac83\\uc744 **\\ub2e4\\uc2dc \\uc0ac\\uba74**\\n # \\uc548 \\ub41c\\ub2e4. \\ube48 \\ubaa9\\ub85d(\\ube44\\ub300\\uc0c1)\\ub3c4 \\uce90\\uc2dc\\ub77c \\uadf8\\uac83\\uae4c\\uc9c0 \\uc774\\uc5b4\\ubc1b\\uc544\\uc57c \\ub73b\\uc774 \\uc788\\ub2e4.\\n prev = ((self._load_prev_checkpoint(self.step_id) or {}).get(\"data\")\\n or {}).get(CACHE_KEY) or {}\\n cache: Dict[str, Any] = dict(prev) if isinstance(prev, dict) else {}\\n # \\u2605\\u2605**\\ub04a\\uae34 \\ud310\\uc774 \\ub0a8\\uae34 \\uac83\\ub3c4 \\uc774\\uc5b4\\ubc1b\\ub294\\ub2e4.** \\uccb4\\ud06c\\ud3ec\\uc778\\ud2b8\\ub294 \\uc2a4\\ud15d\\uc774 \\ub05d\\ub098\\uc57c\\n # \\uc368\\uc9c0\\ubbc0\\ub85c, N\\ubc88\\uc9f8\\uc5d0\\uc11c \\ub04a\\uae30\\uba74 \\uc55e\\uc758 N-1 \\uc720\\ub8cc \\uacb0\\uacfc\\uac00 CP \\uc5d0\\ub294 \\uc5c6\\ub2e4.\\n cache.update(self._load_partial())\\n failed_memo: set = set()\\n\\n def _flush_row(_row, _plan, _cache=cache) -> None:\\n # \\u2605\\uce90\\uc2dc \\uc804\\uccb4\\ub97c \\ub2e4\\uc2dc \\uc4f4\\ub2e4. \\uc904 \\ub2e8\\uc704\\ub85c \\ub367\\ubd99\\uc774\\uba74 \\ud30c\\uc77c\\uc774 \\ubc18\\ucabd\\uc778 \\ucc44\\ub85c\\n # \\ub04a\\uae38 \\uc218 \\uc788\\uace0, \\ubc18\\ucabd JSON \\uc740 \\ub2e4\\uc74c \\ud310\\uc774 \\ud1b5\\uc9f8\\ub85c \\ubabb \\uc77d\\ub294\\ub2e4.\\n self._save_partial(_cache)\\n\\n out = _screen.screen_subjects(\\n subjects,\\n dispositions=dispositions,\\n world_facts_block=world,\\n cache_get=lambda k: (cache.get(k)\\n if isinstance(cache.get(k), dict) else None),\\n cache_put=lambda k, v: cache.__setitem__(k, v),\\n project_config=self.project_config,\\n opik_metadata=self.build_opik_metadata(),\\n failed_memo=failed_memo,\\n max_assess=(self.project_config or {}).get(\\n \"grounding_screen_max_assess\"),\\n on_row=_flush_row,\\n )\\n logger.info(\\n \"grounding_screen: \\ub300\\uc0c1 %d\\uac1c \\xb7 \\ud310\\ubcc4 \\ud638\\ucd9c %d \\xb7 %s \\xb7 \\uac08\\ub798\\ubcc4 %s\",\\n len(subjects), out[\"assess_calls\"], out[\"counts\"], out[\"by_owner\"])\\n\\n facet_debt = _screen.facet_obligations(out)\\n if facet_debt:\\n # \\u2605**\\uc0ac\\uc57c \\ud558\\ub294\\ub370 \\ubd99\\uc744 \\ub370\\uac00 \\uc5c6\\ub294 \\uac83\\ub4e4.** \\xa72-6.5a producer \\ubaab\\uc774\\ub2e4.\\n # \\uc774 \\ubaa9\\ub85d\\uc774 \\ub0a8\\uc740 \\ucc44\\ub85c \\u300c\\ub2e4\\uc12f \\uac08\\ub798 \\uc644\\ub8cc\\u300d\\ub97c \\ub9d0\\ud558\\uba74 \\uac70\\uc9d3\\uc774\\ub2e4.\\n logger.warning(\\n \"grounding_screen: producer \\uac00 \\uc5c6\\uc5b4 \\ubbf8\\ub8ec \\uc758\\ubb34 %d\\uac74 \\u2014 \\xa72-6.5a\",\\n len(facet_debt))\\n wrapped = self._wrap(g_mode, screened=out, cache=cache)\\n # \\u2605\\uccb4\\ud06c\\ud3ec\\uc778\\ud2b8\\uc5d0 \\ub2f4\\uae34 \\ub4a4\\uc5d0\\uc57c \\uc9c0\\uc6b4\\ub2e4 \\u2014 \\uba3c\\uc800 \\uc9c0\\uc6b0\\uba74 \\uc800\\uc7a5\\uc774 \\uc2e4\\ud328\\ud588\\uc744 \\ub54c\\n # \\uc0b0 \\uac83\\uc774 \\uc544\\ubb34 \\ub370\\ub3c4 \\uc548 \\ub0a8\\ub294\\ub2e4.\\n self._clear_partial()\\n return wrapped\\n\\n def _partial_path(self):\\n return self._cp_dir / PARTIAL_NAME\\n\\n def _load_partial(self) -> Dict[str, Any]:\\n import json\\n\\n p = self._partial_path()\\n if not p.exists():\\n return {}\\n try:\\n got = json.loads(p.read_text(encoding=\"utf-8\"))\\n except Exception: # noqa: BLE001 \\u2014 \\ubc18\\ucabd \\ud30c\\uc77c\\uc774 \\ud310\\ubcc4\\uc744 \\ub9c9\\uc73c\\uba74 \\uc548 \\ub41c\\ub2e4\\n logger.warning(\"grounding_screen: \\uc911\\uac04 \\uc800\\uc7a5\\uc774 \\uae68\\uc84c\\ub2e4 \\u2014 \\ubb34\\uc2dc\\ud558\\uace0 \\uac04\\ub2e4\")\\n return {}\\n return got if isinstance(got, dict) else {}\\n\\n def _save_partial(self, cache: Dict[str, Any]) -> None:\\n import json\\n import os\\n\\n p = self._partial_path()\\n p.parent.mkdir(parents=True, exist_ok=True)\\n tmp = p.with_suffix(\".tmp\")\\n tmp.write_text(json.dumps(cache, ensure_ascii=False), encoding=\"utf-8\")\\n # \\u2605**\\uc6d0\\uc790\\uc801\\uc73c\\ub85c** \\ubc14\\uafbc\\ub2e4. \\uadf8\\ub0e5 \\ub36e\\uc5b4\\uc4f0\\uba74 \\uc4f0\\ub294 \\ub3c4\\uc911\\uc5d0 \\ub04a\\uacbc\\uc744 \\ub54c\\n # \\ub2e4\\uc74c \\ud310\\uc774 \\ubc18\\ucabd \\ud30c\\uc77c\\uc744 \\uc77d\\ub294\\ub2e4.\\n os.replace(tmp, p)\\n\\n def _clear_partial(self) -> None:\\n p = self._partial_path()\\n if p.exists():\\n p.unlink()\\n\\n def _wrap(self, g_mode: str, *, screened: Dict[str, Any],\\n cache: Dict[str, Any] | None = None,\\n skipped: bool = False) -> Dict[str, Any]:\\n rows = screened.get(\"rows\") or []\\n counts = screened.get(\"counts\") or {}\\n # \\u2605\\ubabb \\uc120 \\uac83\\uacfc \\uc0c1\\ud55c\\uc5d0 \\uac78\\ub9b0 \\uac83\\uc740 **\\uc2e4\\ud328\\ub85c \\uc13c\\ub2e4** \\u2014 `partial` \\uc774 \\ub418\\uc5b4\\n # \\ud558\\ub958\\uac00 \\ub9c9\\ud78c\\ub2e4. \\u300c\\ubbf8\\ud655\\uc815\\u300d\\uc744 \\u300c\\ube44\\ub300\\uc0c1\\u300d\\uc73c\\ub85c \\uc77d\\uc73c\\uba74 \\ucc38\\uc870 \\uc5c6\\uc774 \\ub0b4\\ub824\\uac04\\ub2e4.\\n failed = (counts.get(_screen.SCREEN_UNRESOLVED, 0)\\n + counts.get(_screen.SCREEN_CAPPED, 0))\\n done = len(rows) - failed\\n payload: Dict[str, Any] = {\\n \"mode\": g_mode,\\n \"contract_version\": _screen.SCREEN_CONTRACT_VERSION,\\n \"subject_count\": len(rows),\\n \"search_calls\": 0,\\n \"image_calls\": 0,\\n **{k: v for k, v in screened.items() if k != \"contract_version\"},\\n \"facet_debt\": _screen.facet_obligations(screened),\\n }\\n if cache is not None:\\n payload[CACHE_KEY] = cache\\n if skipped:\\n payload[\"skipped\"] = True\\n return {\\n \"completed_count\": done,\\n \"applicable_count\": len(rows),\\n \"failed_count\": failed,\\n \"config_hash\": self._config_hash(),\\n \"data\": payload,\\n }\\n\\n def _config_hash(self) -> str:\\n \"\"\"\\u2605\\ud310\\ubcc4 \\uacc4\\uc57d\\xb7\\ud329 \\ubc14\\uc774\\ud2b8\\ub97c \\uc9c0\\ubb38\\uc5d0 \\uc811\\ub294\\ub2e4.\\n\\n \\uc548 \\uc811\\uc73c\\uba74 \\ud329\\uc774\\ub098 \\ubaa8\\ub378\\uc744 \\ubc14\\uafd4\\ub3c4 resume \\uc774 **\\uc61b \\ud310\\ubcc4\\uc744 \\uadf8\\ub300\\ub85c \\uac74\\ub108\\ub6f4\\ub2e4**.\\n \"\"\"\\n import hashlib\\n import json\\n\\n from app.core.step_runner import compute_config_hash\\n\\n raw = json.dumps({\\n \"base\": compute_config_hash(self.project_config),\\n \"screen_contract\": _screen.SCREEN_CONTRACT_VERSION,\\n \"carry_contract\": _carry.CARRY_CONTRACT_VERSION,\\n \"subject_contract\": SUBJECT_ID_CONTRACT_VERSION,\\n \"era_policy\": _era.ERA_RESEARCH_POLICY_VERSION,\\n \"era_pack\": _era.resolve_era_pack(),\\n \"era_pack_hash\": _era.era_pack_content_hash(),\\n \"assess_model\": _era.ASSESS_MODEL,\\n # \\u2605\\u2605alias \\ub294 \\uadf8\\ub300\\ub85c\\uc778\\ub370 **\\ubb3c\\ub9ac \\ubaa8\\ub378\\ub9cc \\ubc14\\ub00c\\uba74** outer resume \\uc774\\n # \\uc61b CP \\ub97c \\uac74\\ub108\\ub6f4\\ub2e4 \\u2014 \\ub2e4\\ub978 \\ubaa8\\ub378\\uc774 \\ud310\\ubcc4\\ud55c \\uac83\\uc744 \\uadf8\\ub300\\ub85c \\uc4f0\\uac8c \\ub41c\\ub2e4\\n # (Codex). `era_research` \\uac00 \\uce90\\uc2dc \\ud0a4\\uc5d0 \\uc811\\ub294 \\uac83\\uacfc \\uac19\\uc740 \\uac12\\uc774\\ub2e4.\\n \"assess_model_physical\": _era.resolve_model_physical(\\n _era.ASSESS_MODEL),\\n }, sort_keys=True, ensure_ascii=False)\\n return hashlib.sha256(raw.encode(\"utf-8\")).hexdigest()[:16]\\n]", "tests/grounding/test_grounding_screen_step.py::TestNoScenarioWordsInTheCode::test_the_source_holds_no_literal_target_list[\"\"\"\\uc55e\\ucabd **\\ud310\\ubcc4** \\uc2a4\\ud15d (13.68) \\u2014 \\u300c\\ubb34\\uc5c7\\uc774 \\ucc38\\uc870 \\uc0ac\\uc9c4\\uc744 \\uc0ac\\uc57c \\ud558\\ub294\\uac00\\u300d.\\n\\n 13.5 entity_merge \\u2190 \\uacb0\\uc18d\\ud560 \\uc5d4\\ud2f0\\ud2f0\\uac00 \\uc5ec\\uae30\\uc11c \\uc815\\ud574\\uc9c4\\ub2e4\\n \\u2193\\n 13.65 grounding_plan route \\ud655\\uc815 (\\uae30\\uc874 \\ucd95)\\n \\u2193\\n 13.68 \\u2605grounding_screen **\\ud310\\ubcc4\\ub9cc** \\u2014 `era_research.assess_plan_cached`\\n \\u2193\\n 13.7 entity_filter \\ud310\\ubcc4\\uc774 \\uc5f0 \\uac83\\uc744 **\\uc548 \\uc9c0\\uc6b4\\ub2e4** + \\uc5c6\\ub294 \\ud589\\uc740 \\ub9cc\\ub4e0\\ub2e4\\n \\u2193\\n 19.x \\uc911\\uc559 \\ud68d\\ub4dd \\u2605\\uc0ac\\ub294 \\uacf3\\uc740 **\\uc5ec\\uae30 \\ud558\\ub098**\\n\\n\\u2605\\uc774 \\uc2a4\\ud15d\\uc740 **\\ucc38\\uc870\\ub97c \\uc0ac\\uc9c0 \\uc54a\\ub294\\ub2e4.** \\uac80\\uc0c9\\xb7\\uc774\\ubbf8\\uc9c0 \\uac80\\uc0c9\\xb7VLM \\ud638\\ucd9c 0.\\n\\uc0ac\\ub294 \\uac83\\uc740 \\uc911\\uc559 19.x \\ud55c \\uacf3\\uc774\\ub2e4 \\u2014 \\ub450 \\uacf3\\uc5d0\\uc11c \\uc0ac\\uba74 \\uac19\\uc740 \\ub300\\uc0c1\\uc744 \\ub450 \\ubc88 \\uc0b0\\ub2e4.\\n\\n\\u2605`generation_difficulty` \\ub97c **\\uadfc\\uac70\\ub85c \\uc4f0\\uc9c0 \\uc54a\\ub294\\ub2e4.** \\uac19\\uc740 \\uc720\\ub8cc \\ud310\\ub2e8\\uc744 \\ub450 \\ubc88\\n\\uc0ac\\uc9c0 \\uc54a\\uae30\\ub85c \\ud655\\uc815\\ub410\\ub2e4 \\u2014 \\ud310\\ubcc4 SOT \\ub294 `era_research.assess_subjects` \\ub2e4.\\n\\n\\u2605\\uacb0\\uc18d(`binding`)\\uc740 `grounding_carry` \\uac00 SOT \\ub2e4. \\uc774 \\uc2a4\\ud15d\\uc740 \\uadf8 \\uc7a5\\ubd80\\ub97c \\uc77d\\uc744 \\ubfd0\\n\\uc774\\ub984\\uc744 \\ub2e4\\uc2dc \\uc9dd\\uc9d3\\uc9c0 \\uc54a\\ub294\\ub2e4.\\n\"\"\"\\nfrom __future__ import annotations\\n\\nimport logging\\nfrom typing import Any, Dict\\n\\nfrom app.core.grounding_mode import (GROUNDING_MODE_LEGACY,\\n resolve_grounding_mode)\\nfrom app.core.step_runner import StepRunner\\nfrom app.core.steps.entity_steps import _EntityStepMixin\\nfrom app.modules.pipeline import grounding_carry as _carry\\nfrom app.modules.pipeline import grounding_screen as _screen\\nfrom app.modules.pipeline import era_research as _era\\nfrom app.modules.pipeline.grounding_subject import SUBJECT_ID_CONTRACT_VERSION\\n\\nlogger = logging.getLogger(__name__)\\n\\n#: \\u2605\\ud310\\ubcc4 \\uce90\\uc2dc\\uac00 \\uc549\\ub294 \\uce78. CP \\uc548\\uc5d0 \\ub450\\uc5b4 **resume \\uc774 \\ub2e4\\uc2dc \\uc548 \\uc0ac\\uac8c** \\ud55c\\ub2e4.\\nCACHE_KEY = \"assess_cache\"\\n\\n\\nclass GroundingScreenStep(_EntityStepMixin, StepRunner):\\n \"\"\"\\ucc38\\uc870 \\ud68d\\ub4dd **\\uc758\\ubb34**\\ub97c \\uc815\\ud55c\\ub2e4. \\uc0ac\\uc9c0\\ub294 \\uc54a\\ub294\\ub2e4.\"\"\"\\n\\n def _execute(self, mode: str = \"resume\") -> Dict[str, Any]:\\n g_mode = resolve_grounding_mode(self.project_config)\\n if g_mode == GROUNDING_MODE_LEGACY:\\n # \\u2605manifest \\uc758 `if_grounding_v2` \\uac00 \\uc774\\ubbf8 \\uac70\\ub978\\ub2e4. \\ub2e8\\ub3c5 \\ud638\\ucd9c\\ub85c \\ub4e4\\uc5b4\\uc640\\ub3c4\\n # **\\uc544\\ubb34\\uac83\\ub3c4 \\uc548 \\ud558\\uace0** \\uc120\\ub2e4.\\n logger.info(\"grounding_screen: mode=legacy \\u2014 \\uc544\\ubb34\\uac83\\ub3c4 \\uc548 \\ud55c\\ub2e4\")\\n return self._wrap(g_mode, screened={}, skipped=True)\\n\\n merge_cp = self._load_prev_checkpoint(\"entity_merge\")\\n entities = (merge_cp or {}).get(\"data\") or {}\\n a0_cp = self._load_prev_checkpoint(\"grounding_a0\")\\n a0_cands = ((a0_cp or {}).get(\"data\") or {}).get(\"candidates\") or []\\n\\n # \\u2605\\u2605\\uacb0\\uc18d\\uc740 `grounding_carry` **\\ud55c \\ud568\\uc218**\\uac00 \\ud55c\\ub2e4 \\u2014 `grounding_plan` \\uacfc\\n # offline \\uc7ac\\uc0dd\\uae30\\uac00 \\uc4f0\\ub294 \\ubc14\\ub85c \\uadf8 \\ud568\\uc218\\ub2e4. \\uc5ec\\uae30\\uc11c \\ub530\\ub85c \\uc9dd\\uc9c0\\uc73c\\uba74 \\uc138 \\uacf3\\uc774\\n # \\uac08\\ub9ac\\uace0, \\uac08\\ub9b0 \\uac83\\uc744 \\uc544\\ubb34\\ub3c4 \\ubabb \\ubcf8\\ub2e4.\\n built = _carry.build_subjects(\\n entities, project_id=self.project_id, episode_id=self.episode_id,\\n source_step=\"entity_merge\", a0_candidates=a0_cands)\\n ledger = built.get(\"candidate_ledger\") or {}\\n dispositions = {\\n str(r.get(\"research_subject_id\") or \"\"): str(r.get(\"disposition\") or \"\")\\n for r in (ledger.get(\"rows\") or [])\\n }\\n # \\u2605\\u2605**\\ub2e4\\uc12f \\uac08\\ub798\\ub97c \\uc804\\ubd80** \\ubaa8\\uc9d1\\ub2e8\\uc5d0 \\ub123\\ub294\\ub2e4. `build_subjects` \\uc758\\n # `subjects` \\ub294 `DISP_PROMOTED` \\ub9cc \\uc2b9\\uaca9\\ud558\\ubbc0\\ub85c facet \\ub450 \\uac08\\ub798\\uac00 \\ud1b5\\uc9f8\\ub85c\\n # \\ube60\\uc9c4\\ub2e4 \\u2014 \\uadf8\\uac83\\ub9cc \\ubcf4\\ub0b4 \\ub193\\uace0 \\u300c\\ub2e4\\uc12f owner \\ud310\\ubcc4\\u300d\\uc774\\ub77c\\uace0 \\uc4f0\\uba74 \\uac70\\uc9d3\\uc774\\ub2e4.\\n subjects = _screen.build_population(\\n built[\"subjects\"], a0_cands, dispositions)\\n\\n from app.core.world_context import build_world_facts_block\\n\\n rules_cp = self._load_prev_checkpoint(\"visual_world_rules\")\\n world = build_world_facts_block(rules_cp)\\n if not world.strip():\\n from app.core.errors import AppError\\n\\n # \\u2605\\uc138\\uacc4\\uad00 \\uc5c6\\uc774 \\ud310\\ubcc4\\ud558\\uba74 \\u300c\\uadf8 \\uc2dc\\ub300\\uc5d0 \\ud2b9\\ubcc4\\ud55c\\uac00\\u300d\\ub97c \\ubb3c\\uc744 \\uae30\\uc900\\uc774 \\uc5c6\\ub2e4.\\n # \\ube48 \\ube14\\ub85d\\uc73c\\ub85c \\uc0ac\\uba74 \\uadf8 \\ub3c8\\uc774 \\uadf8\\ub0e5 \\ubc84\\ub824\\uc9c4\\ub2e4.\\n raise AppError(\\n code=\"grounding_screen.missing_world_context\",\\n message=\"visual_world_rules \\uac00 \\ube44\\uc5c8\\ub2e4 \\u2014 \\uc2dc\\ub300 \\uae30\\uc900 \\uc5c6\\uc774 \\ud310\\ubcc4\\ud560 \\uc218 \\uc5c6\\ub2e4\",\\n status_code=400,\\n )\\n\\n # \\u2605\\uc774\\uc804 \\ud310\\uc758 \\ud310\\ubcc4 \\uce90\\uc2dc\\ub97c \\uc774\\uc5b4\\ubc1b\\ub294\\ub2e4 \\u2014 resume \\uc774 \\uac19\\uc740 \\uac83\\uc744 **\\ub2e4\\uc2dc \\uc0ac\\uba74**\\n # \\uc548 \\ub41c\\ub2e4. \\ube48 \\ubaa9\\ub85d(\\ube44\\ub300\\uc0c1)\\ub3c4 \\uce90\\uc2dc\\ub77c \\uadf8\\uac83\\uae4c\\uc9c0 \\uc774\\uc5b4\\ubc1b\\uc544\\uc57c \\ub73b\\uc774 \\uc788\\ub2e4.\\n prev = ((self._load_prev_checkpoint(self.step_id) or {}).get(\"data\")\\n or {}).get(CACHE_KEY) or {}\\n cache: Dict[str, Any] = dict(prev) if isinstance(prev, dict) else {}\\n failed_memo: set = set()\\n\\n out = _screen.screen_subjects(\\n subjects,\\n dispositions=dispositions,\\n world_facts_block=world,\\n cache_get=lambda k: (cache.get(k)\\n if isinstance(cache.get(k), dict) else None),\\n cache_put=lambda k, v: cache.__setitem__(k, v),\\n project_config=self.project_config,\\n opik_metadata=self.build_opik_metadata(),\\n failed_memo=failed_memo,\\n max_assess=(self.project_config or {}).get(\\n \"grounding_screen_max_assess\"),\\n )\\n logger.info(\\n \"grounding_screen: \\ub300\\uc0c1 %d\\uac1c \\xb7 \\ud310\\ubcc4 \\ud638\\ucd9c %d \\xb7 %s \\xb7 \\uac08\\ub798\\ubcc4 %s\",\\n len(subjects), out[\"assess_calls\"], out[\"counts\"], out[\"by_owner\"])\\n\\n facet_debt = _screen.facet_obligations(out)\\n if facet_debt:\\n # \\u2605**\\uc0ac\\uc57c \\ud558\\ub294\\ub370 \\ubd99\\uc744 \\ub370\\uac00 \\uc5c6\\ub294 \\uac83\\ub4e4.** \\xa72-6.5a producer \\ubaab\\uc774\\ub2e4.\\n # \\uc774 \\ubaa9\\ub85d\\uc774 \\ub0a8\\uc740 \\ucc44\\ub85c \\u300c\\ub2e4\\uc12f \\uac08\\ub798 \\uc644\\ub8cc\\u300d\\ub97c \\ub9d0\\ud558\\uba74 \\uac70\\uc9d3\\uc774\\ub2e4.\\n logger.warning(\\n \"grounding_screen: producer \\uac00 \\uc5c6\\uc5b4 \\ubbf8\\ub8ec \\uc758\\ubb34 %d\\uac74 \\u2014 \\xa72-6.5a\",\\n len(facet_debt))\\n return self._wrap(g_mode, screened=out, cache=cache)\\n\\n def _wrap(self, g_mode: str, *, screened: Dict[str, Any],\\n cache: Dict[str, Any] | None = None,\\n skipped: bool = False) -> Dict[str, Any]:\\n rows = screened.get(\"rows\") or []\\n counts = screened.get(\"counts\") or {}\\n # \\u2605\\ubabb \\uc120 \\uac83\\uacfc \\uc0c1\\ud55c\\uc5d0 \\uac78\\ub9b0 \\uac83\\uc740 **\\uc2e4\\ud328\\ub85c \\uc13c\\ub2e4** \\u2014 `partial` \\uc774 \\ub418\\uc5b4\\n # \\ud558\\ub958\\uac00 \\ub9c9\\ud78c\\ub2e4. \\u300c\\ubbf8\\ud655\\uc815\\u300d\\uc744 \\u300c\\ube44\\ub300\\uc0c1\\u300d\\uc73c\\ub85c \\uc77d\\uc73c\\uba74 \\ucc38\\uc870 \\uc5c6\\uc774 \\ub0b4\\ub824\\uac04\\ub2e4.\\n failed = (counts.get(_screen.SCREEN_UNRESOLVED, 0)\\n + counts.get(_screen.SCREEN_CAPPED, 0))\\n done = len(rows) - failed\\n payload: Dict[str, Any] = {\\n \"mode\": g_mode,\\n \"contract_version\": _screen.SCREEN_CONTRACT_VERSION,\\n \"subject_count\": len(rows),\\n \"search_calls\": 0,\\n \"image_calls\": 0,\\n **{k: v for k, v in screened.items() if k != \"contract_version\"},\\n \"facet_debt\": _screen.facet_obligations(screened),\\n }\\n if cache is not None:\\n payload[CACHE_KEY] = cache\\n if skipped:\\n payload[\"skipped\"] = True\\n return {\\n \"completed_count\": done,\\n \"applicable_count\": len(rows),\\n \"failed_count\": failed,\\n \"config_hash\": self._config_hash(),\\n \"data\": payload,\\n }\\n\\n def _config_hash(self) -> str:\\n \"\"\"\\u2605\\ud310\\ubcc4 \\uacc4\\uc57d\\xb7\\ud329 \\ubc14\\uc774\\ud2b8\\ub97c \\uc9c0\\ubb38\\uc5d0 \\uc811\\ub294\\ub2e4.\\n\\n \\uc548 \\uc811\\uc73c\\uba74 \\ud329\\uc774\\ub098 \\ubaa8\\ub378\\uc744 \\ubc14\\uafd4\\ub3c4 resume \\uc774 **\\uc61b \\ud310\\ubcc4\\uc744 \\uadf8\\ub300\\ub85c \\uac74\\ub108\\ub6f4\\ub2e4**.\\n \"\"\"\\n import hashlib\\n import json\\n\\n from app.core.step_runner import compute_config_hash\\n\\n raw = json.dumps({\\n \"base\": compute_config_hash(self.project_config),\\n \"screen_contract\": _screen.SCREEN_CONTRACT_VERSION,\\n \"carry_contract\": _carry.CARRY_CONTRACT_VERSION,\\n \"subject_contract\": SUBJECT_ID_CONTRACT_VERSION,\\n \"era_policy\": _era.ERA_RESEARCH_POLICY_VERSION,\\n \"era_pack\": _era.resolve_era_pack(),\\n \"era_pack_hash\": _era.era_pack_content_hash(),\\n \"assess_model\": _era.ASSESS_MODEL,\\n }, sort_keys=True, ensure_ascii=False)\\n return hashlib.sha256(raw.encode(\"utf-8\")).hexdigest()[:16]\\n]", "tests/grounding/test_grounding_screen_step.py::TestNoScenarioWordsInTheCode::test_the_source_holds_no_literal_target_list[\"\"\"\\uc55e\\ucabd **\\ud310\\ubcc4** \\uc2a4\\ud15d (13.68) \\u2014 \\u300c\\ubb34\\uc5c7\\uc774 \\ucc38\\uc870 \\uc0ac\\uc9c4\\uc744 \\uc0ac\\uc57c \\ud558\\ub294\\uac00\\u300d.\\n\\n 13.5 entity_merge \\u2190 \\uacb0\\uc18d\\ud560 \\uc5d4\\ud2f0\\ud2f0\\uac00 \\uc5ec\\uae30\\uc11c \\uc815\\ud574\\uc9c4\\ub2e4\\n \\u2193\\n 13.65 grounding_plan route \\ud655\\uc815 (\\uae30\\uc874 \\ucd95)\\n \\u2193\\n 13.68 \\u2605grounding_screen **\\ud310\\ubcc4\\ub9cc** \\u2014 `era_research.assess_plan_cached`\\n \\u2193\\n 13.7 entity_filter \\ud310\\ubcc4\\uc774 \\uc5f0 \\uac83\\uc744 **\\uc548 \\uc9c0\\uc6b4\\ub2e4** + \\uc5c6\\ub294 \\ud589\\uc740 \\ub9cc\\ub4e0\\ub2e4\\n \\u2193\\n 19.x \\uc911\\uc559 \\ud68d\\ub4dd \\u2605\\uc0ac\\ub294 \\uacf3\\uc740 **\\uc5ec\\uae30 \\ud558\\ub098**\\n\\n\\u2605\\uc774 \\uc2a4\\ud15d\\uc740 **\\ucc38\\uc870\\ub97c \\uc0ac\\uc9c0 \\uc54a\\ub294\\ub2e4.** \\uac80\\uc0c9\\xb7\\uc774\\ubbf8\\uc9c0 \\uac80\\uc0c9\\xb7VLM \\ud638\\ucd9c 0.\\n\\uc0ac\\ub294 \\uac83\\uc740 \\uc911\\uc559 19.x \\ud55c \\uacf3\\uc774\\ub2e4 \\u2014 \\ub450 \\uacf3\\uc5d0\\uc11c \\uc0ac\\uba74 \\uac19\\uc740 \\ub300\\uc0c1\\uc744 \\ub450 \\ubc88 \\uc0b0\\ub2e4.\\n\\n\\u2605`generation_difficulty` \\ub97c **\\uadfc\\uac70\\ub85c \\uc4f0\\uc9c0 \\uc54a\\ub294\\ub2e4.** \\uac19\\uc740 \\uc720\\ub8cc \\ud310\\ub2e8\\uc744 \\ub450 \\ubc88\\n\\uc0ac\\uc9c0 \\uc54a\\uae30\\ub85c \\ud655\\uc815\\ub410\\ub2e4 \\u2014 \\ud310\\ubcc4 SOT \\ub294 `era_research.assess_subjects` \\ub2e4.\\n\\n\\u2605\\uacb0\\uc18d(`binding`)\\uc740 `grounding_carry` \\uac00 SOT \\ub2e4. \\uc774 \\uc2a4\\ud15d\\uc740 \\uadf8 \\uc7a5\\ubd80\\ub97c \\uc77d\\uc744 \\ubfd0\\n\\uc774\\ub984\\uc744 \\ub2e4\\uc2dc \\uc9dd\\uc9d3\\uc9c0 \\uc54a\\ub294\\ub2e4.\\n\"\"\"\\nfrom __future__ import annotations\\n\\nimport logging\\nfrom typing import Any, Dict\\n\\nfrom app.core.grounding_mode import (GROUNDING_MODE_LEGACY,\\n resolve_grounding_mode)\\nfrom app.core.step_runner import StepRunner\\nfrom app.core.steps.entity_steps import _EntityStepMixin\\nfrom app.modules.pipeline import grounding_carry as _carry\\nfrom app.modules.pipeline import grounding_screen as _screen\\nfrom app.modules.pipeline import era_research as _era\\nfrom app.modules.pipeline.grounding_subject import SUBJECT_ID_CONTRACT_VERSION\\n\\nlogger = logging.getLogger(__name__)\\n\\n#: \\u2605\\ud310\\ubcc4 \\uce90\\uc2dc\\uac00 \\uc549\\ub294 \\uce78. CP \\uc548\\uc5d0 \\ub450\\uc5b4 **resume \\uc774 \\ub2e4\\uc2dc \\uc548 \\uc0ac\\uac8c** \\ud55c\\ub2e4.\\nCACHE_KEY = \"assess_cache\"\\n\\n\\nclass GroundingScreenStep(_EntityStepMixin, StepRunner):\\n \"\"\"\\ucc38\\uc870 \\ud68d\\ub4dd **\\uc758\\ubb34**\\ub97c \\uc815\\ud55c\\ub2e4. \\uc0ac\\uc9c0\\ub294 \\uc54a\\ub294\\ub2e4.\"\"\"\\n\\n def _execute(self, mode: str = \"resume\") -> Dict[str, Any]:\\n g_mode = resolve_grounding_mode(self.project_config)\\n if g_mode == GROUNDING_MODE_LEGACY:\\n # \\u2605manifest \\uc758 `if_grounding_v2` \\uac00 \\uc774\\ubbf8 \\uac70\\ub978\\ub2e4. \\ub2e8\\ub3c5 \\ud638\\ucd9c\\ub85c \\ub4e4\\uc5b4\\uc640\\ub3c4\\n # **\\uc544\\ubb34\\uac83\\ub3c4 \\uc548 \\ud558\\uace0** \\uc120\\ub2e4.\\n logger.info(\"grounding_screen: mode=legacy \\u2014 \\uc544\\ubb34\\uac83\\ub3c4 \\uc548 \\ud55c\\ub2e4\")\\n return self._wrap(g_mode, screened={}, skipped=True)\\n\\n merge_cp = self._load_prev_checkpoint(\"entity_merge\")\\n entities = (merge_cp or {}).get(\"data\") or {}\\n a0_cp = self._load_prev_checkpoint(\"grounding_a0\")\\n a0_cands = ((a0_cp or {}).get(\"data\") or {}).get(\"candidates\") or []\\n\\n # \\u2605\\u2605\\uacb0\\uc18d\\uc740 `grounding_carry` **\\ud55c \\ud568\\uc218**\\uac00 \\ud55c\\ub2e4 \\u2014 `grounding_plan` \\uacfc\\n # offline \\uc7ac\\uc0dd\\uae30\\uac00 \\uc4f0\\ub294 \\ubc14\\ub85c \\uadf8 \\ud568\\uc218\\ub2e4. \\uc5ec\\uae30\\uc11c \\ub530\\ub85c \\uc9dd\\uc9c0\\uc73c\\uba74 \\uc138 \\uacf3\\uc774\\n # \\uac08\\ub9ac\\uace0, \\uac08\\ub9b0 \\uac83\\uc744 \\uc544\\ubb34\\ub3c4 \\ubabb \\ubcf8\\ub2e4.\\n built = _carry.build_subjects(\\n entities, project_id=self.project_id, episode_id=self.episode_id,\\n source_step=\"entity_merge\", a0_candidates=a0_cands)\\n subjects = built[\"subjects\"]\\n ledger = built.get(\"candidate_ledger\") or {}\\n dispositions = {\\n str(r.get(\"research_subject_id\") or \"\"): str(r.get(\"disposition\") or \"\")\\n for r in (ledger.get(\"rows\") or [])\\n }\\n\\n from app.core.world_context import build_world_facts_block\\n\\n rules_cp = self._load_prev_checkpoint(\"visual_world_rules\")\\n world = build_world_facts_block(rules_cp)\\n if not world.strip():\\n from app.core.errors import AppError\\n\\n # \\u2605\\uc138\\uacc4\\uad00 \\uc5c6\\uc774 \\ud310\\ubcc4\\ud558\\uba74 \\u300c\\uadf8 \\uc2dc\\ub300\\uc5d0 \\ud2b9\\ubcc4\\ud55c\\uac00\\u300d\\ub97c \\ubb3c\\uc744 \\uae30\\uc900\\uc774 \\uc5c6\\ub2e4.\\n # \\ube48 \\ube14\\ub85d\\uc73c\\ub85c \\uc0ac\\uba74 \\uadf8 \\ub3c8\\uc774 \\uadf8\\ub0e5 \\ubc84\\ub824\\uc9c4\\ub2e4.\\n raise AppError(\\n code=\"grounding_screen.missing_world_context\",\\n message=\"visual_world_rules \\uac00 \\ube44\\uc5c8\\ub2e4 \\u2014 \\uc2dc\\ub300 \\uae30\\uc900 \\uc5c6\\uc774 \\ud310\\ubcc4\\ud560 \\uc218 \\uc5c6\\ub2e4\",\\n status_code=400,\\n )\\n\\n # \\u2605\\uc774\\uc804 \\ud310\\uc758 \\ud310\\ubcc4 \\uce90\\uc2dc\\ub97c \\uc774\\uc5b4\\ubc1b\\ub294\\ub2e4 \\u2014 resume \\uc774 \\uac19\\uc740 \\uac83\\uc744 **\\ub2e4\\uc2dc \\uc0ac\\uba74**\\n # \\uc548 \\ub41c\\ub2e4. \\ube48 \\ubaa9\\ub85d(\\ube44\\ub300\\uc0c1)\\ub3c4 \\uce90\\uc2dc\\ub77c \\uadf8\\uac83\\uae4c\\uc9c0 \\uc774\\uc5b4\\ubc1b\\uc544\\uc57c \\ub73b\\uc774 \\uc788\\ub2e4.\\n prev = ((self._load_prev_checkpoint(self.step_id) or {}).get(\"data\")\\n or {}).get(CACHE_KEY) or {}\\n cache: Dict[str, Any] = dict(prev) if isinstance(prev, dict) else {}\\n failed_memo: set = set()\\n\\n out = _screen.screen_subjects(\\n subjects,\\n dispositions=dispositions,\\n world_facts_block=world,\\n cache_get=lambda k: (cache.get(k)\\n if isinstance(cache.get(k), dict) else None),\\n cache_put=lambda k, v: cache.__setitem__(k, v),\\n project_config=self.project_config,\\n opik_metadata=self.build_opik_metadata(),\\n failed_memo=failed_memo,\\n max_assess=(self.project_config or {}).get(\\n \"grounding_screen_max_assess\"),\\n )\\n logger.info(\\n \"grounding_screen: \\ub300\\uc0c1 %d\\uac1c \\xb7 \\ud310\\ubcc4 \\ud638\\ucd9c %d \\xb7 %s \\xb7 \\uac08\\ub798\\ubcc4 %s\",\\n len(subjects), out[\"assess_calls\"], out[\"counts\"], out[\"by_owner\"])\\n\\n facet_debt = _screen.facet_obligations(out)\\n if facet_debt:\\n # \\u2605**\\uc0ac\\uc57c \\ud558\\ub294\\ub370 \\ubd99\\uc744 \\ub370\\uac00 \\uc5c6\\ub294 \\uac83\\ub4e4.** \\xa72-6.5a producer \\ubaab\\uc774\\ub2e4.\\n # \\uc774 \\ubaa9\\ub85d\\uc774 \\ub0a8\\uc740 \\ucc44\\ub85c \\u300c\\ub2e4\\uc12f \\uac08\\ub798 \\uc644\\ub8cc\\u300d\\ub97c \\ub9d0\\ud558\\uba74 \\uac70\\uc9d3\\uc774\\ub2e4.\\n logger.warning(\\n \"grounding_screen: producer \\uac00 \\uc5c6\\uc5b4 \\ubbf8\\ub8ec \\uc758\\ubb34 %d\\uac74 \\u2014 \\xa72-6.5a\",\\n len(facet_debt))\\n return self._wrap(g_mode, screened=out, cache=cache)\\n\\n def _wrap(self, g_mode: str, *, screened: Dict[str, Any],\\n cache: Dict[str, Any] | None = None,\\n skipped: bool = False) -> Dict[str, Any]:\\n rows = screened.get(\"rows\") or []\\n counts = screened.get(\"counts\") or {}\\n # \\u2605\\ubabb \\uc120 \\uac83\\uacfc \\uc0c1\\ud55c\\uc5d0 \\uac78\\ub9b0 \\uac83\\uc740 **\\uc2e4\\ud328\\ub85c \\uc13c\\ub2e4** \\u2014 `partial` \\uc774 \\ub418\\uc5b4\\n # \\ud558\\ub958\\uac00 \\ub9c9\\ud78c\\ub2e4. \\u300c\\ubbf8\\ud655\\uc815\\u300d\\uc744 \\u300c\\ube44\\ub300\\uc0c1\\u300d\\uc73c\\ub85c \\uc77d\\uc73c\\uba74 \\ucc38\\uc870 \\uc5c6\\uc774 \\ub0b4\\ub824\\uac04\\ub2e4.\\n failed = (counts.get(_screen.SCREEN_UNRESOLVED, 0)\\n + counts.get(_screen.SCREEN_CAPPED, 0))\\n done = len(rows) - failed\\n payload: Dict[str, Any] = {\\n \"mode\": g_mode,\\n \"contract_version\": _screen.SCREEN_CONTRACT_VERSION,\\n \"subject_count\": len(rows),\\n \"search_calls\": 0,\\n \"image_calls\": 0,\\n **{k: v for k, v in screened.items() if k != \"contract_version\"},\\n \"facet_debt\": _screen.facet_obligations(screened),\\n }\\n if cache is not None:\\n payload[CACHE_KEY] = cache\\n if skipped:\\n payload[\"skipped\"] = True\\n return {\\n \"completed_count\": done,\\n \"applicable_count\": len(rows),\\n \"failed_count\": failed,\\n \"config_hash\": self._config_hash(),\\n \"data\": payload,\\n }\\n\\n def _config_hash(self) -> str:\\n \"\"\"\\u2605\\ud310\\ubcc4 \\uacc4\\uc57d\\xb7\\ud329 \\ubc14\\uc774\\ud2b8\\ub97c \\uc9c0\\ubb38\\uc5d0 \\uc811\\ub294\\ub2e4.\\n\\n \\uc548 \\uc811\\uc73c\\uba74 \\ud329\\uc774\\ub098 \\ubaa8\\ub378\\uc744 \\ubc14\\uafd4\\ub3c4 resume \\uc774 **\\uc61b \\ud310\\ubcc4\\uc744 \\uadf8\\ub300\\ub85c \\uac74\\ub108\\ub6f4\\ub2e4**.\\n \"\"\"\\n import hashlib\\n import json\\n\\n from app.core.step_runner import compute_config_hash\\n\\n raw = json.dumps({\\n \"base\": compute_config_hash(self.project_config),\\n \"screen_contract\": _screen.SCREEN_CONTRACT_VERSION,\\n \"carry_contract\": _carry.CARRY_CONTRACT_VERSION,\\n \"subject_contract\": SUBJECT_ID_CONTRACT_VERSION,\\n \"era_policy\": _era.ERA_RESEARCH_POLICY_VERSION,\\n \"era_pack\": _era.resolve_era_pack(),\\n \"era_pack_hash\": _era.era_pack_content_hash(),\\n \"assess_model\": _era.ASSESS_MODEL,\\n }, sort_keys=True, ensure_ascii=False)\\n return hashlib.sha256(raw.encode(\"utf-8\")).hexdigest()[:16]\\n]", "tests/grounding/test_grounding_screen_step.py::TestNoScenarioWordsInTheCode::test_the_source_holds_no_literal_target_list[\\uc55e\\ucabd **\\ud310\\ubcc4**(screen) \\u2014 \\u300c\\uc774 \\ub300\\uc0c1\\uc774 \\ucc38\\uc870 \\uc0ac\\uc9c4\\uc744 \\uc0ac\\uc57c \\ud558\\ub294\\uac00\\u300d \\ud55c \\uc790\\ub9ac.\\n\\n## \\ubb34\\uc5c7\\uc774 \\ubc14\\ub00c\\ub098\\n\\n\\uc61b \\ucd95(`generation_difficulty`)\\uc740 \\ubd84\\ub958\\uae30\\uac00 **\\ub610 \\ud55c \\ubc88 \\uc720\\ub8cc\\ub85c** \\ub0b4\\ub358 \\ud310\\ub2e8\\uc774\\uc5c8\\ub2e4.\\n\\uac19\\uc740 \\ubb3c\\uc74c\\uc744 `era_research.assess_subjects` \\uac00 **\\ud310\\ubcc4 + \\uc6d0\\uc5b4 \\uc9c8\\uc758 \\uc800\\uc791**\\uc744\\n\\ud55c \\ubc88\\uc5d0 \\ud558\\ubbc0\\ub85c, \\uadf8\\ucabd\\uc744 SOT \\ub85c \\uc0bc\\uace0 \\uc774 \\ubaa8\\ub4c8\\uc740 \\uadf8\\uac83\\uc744 **\\ub300\\uc0c1\\ub9c8\\ub2e4 \\ub3cc\\ub824 \\uc7a5\\ubd80\\ub85c\\n\\ub0a8\\uae34\\ub2e4.** \\uc0ac\\ub294 \\uac83\\uc740 \\uc5ec\\uae30\\uc11c **\\ud558\\uc9c0 \\uc54a\\ub294\\ub2e4** \\u2014 \\ud68d\\ub4dd\\uc740 \\uc911\\uc559 19.x \\ud55c \\uacf3\\uc774\\ub2e4.\\n\\n## \\uc774 \\ubaa8\\ub4c8\\uc774 \\uc9c0\\ud0a4\\ub294 \\uac83\\n\\n1. **\\ub2e4\\uc12f owner \\uc804\\ubd80** \\uc7a5\\ubd80\\uc5d0 \\ub0a8\\ub294\\ub2e4. `prop`\\xb7`character`\\xb7`location` \\uc740 \\ubd99\\uc744\\n \\ud589\\uc774 \\uc788\\uace0, `location_part`\\xb7`outlook` \\uc740 producer(\\xa72-6.5a\\xb7\\uc544\\uc6c3\\ub8e9 \\ub2e8\\uacc4)\\uac00\\n \\uc544\\uc9c1 \\uc5c6\\ub2e4 \\u2014 \\uadf8 \\uc0ac\\uc2e4\\uc744 **`deferred_producer` \\ub85c \\uc801\\uc9c0**, \\uc774\\ub984\\uc774 \\ub2ee\\uc558\\ub2e4\\uace0\\n base \\uac08\\ub798\\uc5d0 \\uc62c\\ub9ac\\uc9c0 \\uc54a\\ub294\\ub2e4.\\n2. **\\ud310\\ubcc4\\uacfc \\uacb0\\uc18d\\uc740 \\ub2e4\\ub978 \\ucd95**\\uc774\\ub2e4. \\uadf8\\ub798\\uc11c \\uce78\\uc774 \\ub458\\uc774\\ub2e4 \\u2014\\n `screen`(\\uc0ac\\uc57c \\ud558\\ub098)\\uacfc `binding`(\\uc5b4\\ub514\\uc5d0 \\ubd99\\ub098). \\ud55c \\uce78\\uc5d0 \\uc811\\uc73c\\uba74 \\u300c\\uc0ac\\uc57c \\ud558\\ub294\\ub370\\n \\ubd99\\uc744 \\ub370\\uac00 \\uc5c6\\ub2e4\\u300d\\ub97c \\uc801\\uc744 \\uc790\\ub9ac\\uac00 \\uc5c6\\uc5b4\\uc9c4\\ub2e4.\\n3. \\uc2e0\\uc6d0\\uc740 **stable subject id + controlled owner + canonical payload sha** \\uc14b\\uc774\\ub2e4.\\n \\ud558\\ub098\\ub77c\\ub3c4 \\uc5c6\\uc73c\\uba74 fallback \\uc73c\\ub85c \\ub0b4\\ub824\\uac04\\ub2e4 \\u2014 \\u300c**\\uc798\\ubabb \\ud569\\uce58\\ub294 \\uac83\\uc774 \\uc911\\ubcf5 \\uc870\\uc0ac\\ubcf4\\ub2e4\\n \\ub098\\uc058\\ub2e4**\\u300d.\\n4. \\uc774\\ub984\\xb7\\ubd80\\ubd84\\ubb38\\uc790\\uc5f4\\ub85c \\ub73b\\uc744 \\uc815\\ud558\\uc9c0 \\uc54a\\ub294\\ub2e4. \\uc774 \\ubaa8\\ub4c8\\uc5d0\\ub294 \\ubb38\\uc790\\uc5f4 \\ub300\\uc870\\uac00 **\\uc5c6\\ub2e4**.\\n]", "tests/grounding/test_grounding_screen_step.py::TestTheFilterReadsTheScreen::test_it_asks_the_one_helper_that_joins_both_axes", "tests/grounding/test_grounding_screen_step.py::TestTheFilterReadsTheScreen::test_it_does_not_join_the_two_axes_itself", "tests/grounding/test_grounding_screen_step.py::TestTheFilterReadsTheScreen::test_it_loads_the_screen_checkpoint", "tests/grounding/test_grounding_screen_step.py::TestTheFilterReadsTheScreen::test_the_old_difficulty_axis_is_no_longer_the_basis", "tests/grounding/test_grounding_screen_step.py::TestTheFilterReadsTheScreen::test_the_old_positional_materialize_call_is_gone", "tests/grounding/test_grounding_screen_step.py::TestTheNewPackHasNoHandWrittenList::test_it_exists_and_the_old_one_is_untouched", "tests/grounding/test_grounding_screen_step.py::TestTheNewPackHasNoHandWrittenList::test_it_names_no_object_category", "tests/grounding/test_grounding_screen_step.py::TestTheNewPackHasNoHandWrittenList::test_it_still_asks_the_two_conditions", "tests/grounding/test_grounding_screen_step.py::TestTheProducerContractIsFoldedIntoResume::test_bumping_it_changes_the_hash", "tests/grounding/test_grounding_screen_step.py::TestTheProducerContractIsFoldedIntoResume::test_the_config_hash_reads_the_producer_contract", "tests/grounding/test_grounding_screen_step.py::TestTheProducerContractIsFoldedIntoResume::test_the_field_split_is_only_a_declaration_for_now", "tests/grounding/test_grounding_screen_step.py::TestTheStepItself::test_binding_comes_from_the_one_carry_function", "tests/grounding/test_grounding_screen_step.py::TestTheStepItself::test_it_carries_the_cache_forward", "tests/grounding/test_grounding_screen_step.py::TestTheStepItself::test_it_folds_the_assess_contract_into_the_fingerprint", "tests/grounding/test_grounding_screen_step.py::TestTheStepItself::test_it_records_zero_purchases", "tests/grounding/test_grounding_screen_step.py::TestTheStepItself::test_it_refuses_to_screen_without_world_context", "tests/grounding/test_grounding_screen_step.py::TestTheStepItself::test_it_saves_what_it_bought_before_judging", "tests/grounding/test_grounding_screen_step.py::TestTheStepItself::test_the_cap_is_counted_as_failed_too", "tests/grounding/test_grounding_screen_step.py::TestTheStepItself::test_the_partial_is_never_deleted_by_the_step", "tests/grounding/test_grounding_screen_step.py::TestTheStepItself::test_the_partial_write_is_atomic", "tests/grounding/test_grounding_screen_step.py::TestTheStepItself::test_unresolved_counts_as_failed", "tests/grounding/test_grounding_screen_step.py::TestThreeAIsInert::test_the_filter_does_not_consume_it_yet", "tests/grounding/test_grounding_screen_step.py::TestThreeAIsInert::test_the_new_pack_is_not_pinned_yet", "tests/grounding/test_grounding_screen_step.py::TestThreeAIsInert::test_the_old_channel_is_untouched", "tests/grounding/test_grounding_screen_step.py::TestThreeAIsInert::test_the_step_does_not_run_yet", "tests/grounding/test_grounding_screen_step.py::TestThreeAIsInert::test_the_step_runs_on_the_chunk_producer_now", "tests/grounding/test_grounding_time_control.py::TestALateWorkerCannotChangeTheRow::test_the_attempt_is_still_recorded", "tests/grounding/test_grounding_time_control.py::TestALateWorkerCannotChangeTheRow::test_the_late_arrival_does_not_rewrite_it", "tests/grounding/test_grounding_time_control.py::TestALateWorkerCannotChangeTheRow::test_the_row_says_capped_and_carries_no_result", "tests/grounding/test_grounding_time_control.py::TestAUserCancelIsNotSwallowed::test_it_propagates_and_buys_nothing", "tests/grounding/test_grounding_time_control.py::TestAUserCancelIsNotSwallowed::test_our_own_limits_are_still_folded", "tests/grounding/test_grounding_time_control.py::TestAUserCancelIsNotSwallowed::test_the_later_subjects_do_not_keep_running", "tests/grounding/test_grounding_time_control.py::TestEachSlotAttemptReservesOne::test_the_budget_stops_the_second_slot", "tests/grounding/test_grounding_time_control.py::TestEachSlotAttemptReservesOne::test_two_slots_take_two_units", "tests/grounding/test_grounding_time_control.py::TestTheBudgetOnlyCountsResearchCalls::test_an_unrelated_call_does_not_spend_it", "tests/grounding/test_grounding_time_control.py::TestTheBudgetOnlyCountsResearchCalls::test_the_arm_is_dropped_after_the_block", "tests/grounding/test_grounding_time_control.py::TestTheBudgetOnlyCountsResearchCalls::test_the_research_call_does_spend_it", "tests/grounding/test_grounding_time_control.py::TestTheDeadlineWrapperDoesNotConsumeALateReturn::test_the_attempt_is_still_recorded", "tests/grounding/test_grounding_time_control.py::TestTheDeadlineWrapperDoesNotConsumeALateReturn::test_the_late_arrival_does_not_rewrite_it", "tests/grounding/test_grounding_time_control.py::TestTheDeadlineWrapperDoesNotConsumeALateReturn::test_the_row_says_capped_and_carries_no_result", 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"tests/grounding/test_veto_review.py::TestTheHtmlIsWellFormedForOurConvention::test_it_declares_utf8_first", "tests/grounding/test_veto_review.py::TestTheHtmlIsWellFormedForOurConvention::test_user_content_is_escaped", "tests/grounding/test_veto_review.py::TestTheScreenSaysWhereTheZeroWasMeasured::test_registration_reasons_count_only_registered_rows", "tests/grounding/test_veto_review.py::TestTheScreenSaysWhereTheZeroWasMeasured::test_tally_splits_before_and_after_quarantine", "tests/grounding/test_veto_review.py::TestTheScreenSaysWhereTheZeroWasMeasured::test_the_page_shows_merge_refusals_with_the_reason", "tests/grounding/test_veto_review.py::TestTheScreenSaysWhereTheZeroWasMeasured::test_the_page_states_the_zero_is_post_quarantine", "tests/grounding/test_veto_review.py::TestTheScreenSaysWhereTheZeroWasMeasured::test_the_screen_still_judges_nothing", "tests/grounding/test_veto_review.py::TestTheShotImagesActuallyReachTheScreen::test_a_bad_episode_id_does_not_crash_the_screen", "tests/grounding/test_veto_review.py::TestTheShotImagesActuallyReachTheScreen::test_a_shot_without_an_image_says_so", "tests/grounding/test_veto_review.py::TestTheShotImagesActuallyReachTheScreen::test_only_one_place_draws_a_shot", "tests/grounding/test_veto_review.py::TestTheShotImagesActuallyReachTheScreen::test_the_description_is_still_there", "tests/grounding/test_veto_review.py::TestTheShotImagesActuallyReachTheScreen::test_the_main_row_cards_show_the_image", "tests/grounding/test_veto_review.py::TestTheShotImagesActuallyReachTheScreen::test_the_query_uses_the_real_column_type", "tests/grounding/test_veto_review.py::TestTheShotImagesActuallyReachTheScreen::test_the_renderer_is_wired_from_main", "tests/grounding/test_visual_authority_decides_before_buying.py::TestCanonAuthorityReachesTheJudge::test_권위마다_다른_심판_지시문을_쓴다", "tests/grounding/test_visual_authority_decides_before_buying.py::TestCanonAuthorityReachesTheJudge::test_모르는_권위는_조용히_실물로_접지_않는다", "tests/grounding/test_visual_authority_decides_before_buying.py::TestCanonAuthorityReachesTheJudge::test_스텝이_권위를_심판까지_운반한다", "tests/grounding/test_visual_authority_decides_before_buying.py::TestCanonAuthorityReachesTheJudge::test_실물_지시문은_그림을_탈락시키고_정본_지시문은_안_그런다", "tests/grounding/test_visual_authority_decides_before_buying.py::test_seed_는_생성_확정_그룹에서_안_선다", "tests/grounding/test_visual_authority_decides_before_buying.py::test_seed_는_진짜_참조_결손에서는_그대로_선다", "tests/grounding/test_visual_authority_decides_before_buying.py::test_모르는_판정은_조용히_생성으로_안_접는다[None]", "tests/grounding/test_visual_authority_decides_before_buying.py::test_모르는_판정은_조용히_생성으로_안_접는다[]", "tests/grounding/test_visual_authority_decides_before_buying.py::test_모르는_판정은_조용히_생성으로_안_접는다[maybe]", "tests/grounding/test_visual_authority_decides_before_buying.py::test_모르는_판정은_조용히_생성으로_안_접는다[unresolved]", "tests/grounding/test_visual_authority_decides_before_buying.py::test_실재하는_것은_그대로_검색한다", "tests/grounding/test_visual_authority_decides_before_buying.py::test_외부_정본인데_검색어가_없으면_선다", "tests/grounding/test_visual_authority_decides_before_buying.py::test_지어낸_것에는_검색을_안_산다", "tests/grounding/test_visual_authority_decides_before_buying.py::test_판정_계약이_지문에_실린다", "tests/grounding/test_zz_probe.py::test_probe", "tests/integration/test_area_11_canary.py::test_canary_10_background_general_dispatch", "tests/integration/test_area_11_canary.py::test_canary_11_fallback_dispatch", "tests/integration/test_area_11_canary.py::test_canary_12_factory_non_list_labeled_refs_raises", "tests/integration/test_area_11_canary.py::test_canary_13_factory_length_mismatch_raises", "tests/integration/test_area_11_canary.py::test_canary_14_factory_invalid_enum_raises", "tests/integration/test_area_11_canary.py::test_canary_15_factory_non_dict_metadata_raises", "tests/integration/test_area_11_canary.py::test_canary_16_full_pipeline_no_korean_no_id_substitution", "tests/integration/test_area_11_canary.py::test_canary_18_composition_guide_dispatch", "tests/integration/test_area_11_canary.py::test_canary_19_same_room_composition_relaxed_dispatch", "tests/integration/test_area_11_canary.py::test_canary_1_outfit_ref_explicit_dispatch", "tests/integration/test_area_11_canary.py::test_canary_2_outfit_ref_inline_dispatch", "tests/integration/test_area_11_canary.py::test_canary_3_previous_shot_same_frame_zoomed_dispatch", "tests/integration/test_area_11_canary.py::test_canary_4_previous_shot_same_room_dispatch", "tests/integration/test_area_11_canary.py::test_canary_5_previous_shot_continuity_dispatch", "tests/integration/test_area_11_canary.py::test_canary_6_background_chain_ref_dispatch", "tests/integration/test_area_11_canary.py::test_canary_7_character_ref_dispatch", "tests/integration/test_area_11_canary.py::test_canary_8_character_state_ref_dispatch", "tests/integration/test_area_11_canary.py::test_canary_9_prop_ref_dispatch", "tests/integration/test_area_11_canary.py::test_canary_extras_ref_role_values_11_count_invariant", "tests/integration/test_area_11_residue_gate.py::test_gate_1_classify_label_caller_zero_in_production", "tests/integration/test_area_11_residue_gate.py::test_gate_2_is_explicit_character_ref_label_definition_zero", "tests/integration/test_area_11_residue_gate.py::test_gate_2_is_explicit_character_ref_label_zero_in_production", "tests/integration/test_area_11_residue_gate.py::test_gate_3_image_n_regex_constants_definition_zero", "tests/integration/test_area_11_residue_gate.py::test_gate_3_image_n_regex_constants_zero_in_production", "tests/integration/test_area_11_residue_gate.py::test_gate_4_character_tag_frozensets_definition_zero", "tests/integration/test_area_11_residue_gate.py::test_gate_4_character_tag_frozensets_zero_in_production", "tests/integration/test_area_11_residue_gate.py::test_gate_5_substring_branch_in_label_lower_zero_in_production", "tests/integration/test_area_11_residue_gate.py::test_gate_6_test_classify_label_direct_import_zero", "tests/integration/test_area_11_residue_gate.py::test_gate_6_test_classify_label_import_zero", "tests/integration/test_area_11_residue_gate.py::test_gate_7_producer_make_labeled_ref_payload_present", "tests/integration/test_area_11_residue_gate.py::test_gate_8_consumer_payload_labeled_refs_3path_cascade", "tests/integration/test_area_5_canary.py::test_canary_1_character_kind_sidecar", "tests/integration/test_area_5_canary.py::test_canary_2_background_kind_sidecar_close_framing_strict", "tests/integration/test_area_5_canary.py::test_canary_3_prop_kind_sidecar_with_meta", "tests/integration/test_area_5_canary.py::test_canary_4_empty_array_no_attribution", "tests/integration/test_area_5_canary.py::test_canary_5_close_framing_background_declared_no_meta_fails", "tests/integration/test_area_5_residue_gate.py::test_active_prompt_residue_scene_detail_v26_no_closed_phrase_examples", "tests/integration/test_area_5_residue_gate.py::test_active_prompt_residue_scene_detail_v27_no_closed_phrase_examples", "tests/integration/test_area_5_residue_gate.py::test_active_prompt_residue_scene_detail_v28_no_closed_phrase_examples", "tests/integration/test_area_5_residue_gate.py::test_active_prompt_residue_scene_image_v4_no_phantom_phrase_prohibition", "tests/integration/test_area_5_residue_gate.py::test_active_prompt_residue_t2i_review_v5_no_close_framing_existing_ref", "tests/integration/test_area_5_residue_gate.py::test_residue_gate_1_ref_contract_validator_legacy_identifiers_zero", "tests/integration/test_area_5_residue_gate.py::test_residue_gate_2_scene_generation_coordinator_validator_kwarg", "tests/integration/test_area_5_residue_gate.py::test_residue_gate_3_render_prompt_card_closed_list_literals_zero", "tests/integration/test_area_5_residue_gate.py::test_residue_gate_4_prompt_service_translate_phantom_closed_list_zero", "tests/integration/test_area_6_no_mutation.py::test_diagnostic_emit_shape", "tests/integration/test_area_6_no_mutation.py::test_no_mutation_invariant", "tests/integration/test_area_6_no_mutation.py::test_regeneration_required_count_matches_detected", "tests/integration/test_area_6_no_mutation.py::test_sentinel_branch_not_invoked", "tests/integration/test_area_6_no_mutation.py::test_w1_atomicity_invariant", "tests/integration/test_area_6_residue_gate.py::test_active_v6_no_target_suggestion_field", "tests/integration/test_area_6_residue_gate.py::test_production_no_blind_mutation", "tests/integration/test_area_7a_no_drift.py::test_c1_invalid_rule_type_rejected_by_jsonschema", "tests/integration/test_area_7a_no_drift.py::test_c1_valid_rule_type_accepted", "tests/integration/test_area_7a_no_drift.py::test_c2_system_md_schema_rule_type_alignment", "tests/integration/test_area_7a_no_drift.py::test_c3_scene_director_v9_principle_only", "tests/integration/test_area_7a_no_drift.py::test_c4_cp_invalidation_flow_deterministic", "tests/integration/test_area_7a_no_drift.py::test_c4_step_manifest_schema_version_set", "tests/integration/test_area_7a_no_drift.py::test_c5_scene_director_prompt_loader_latest_v9", "tests/integration/test_area_7a_no_drift.py::test_c5_vwr_prompt_loader_latest_v7", "tests/integration/test_area_7a_residue_gate.py::test_gate_1_vwr_rule_type_enum_exact_ten", "tests/integration/test_area_7a_residue_gate.py::test_gate_2_vwr_rule_type_description_no_six_token_residue", "tests/integration/test_area_7a_residue_gate.py::test_gate_3_vwr_system_md_canonical_list_and_no_residue", "tests/integration/test_area_7a_residue_gate.py::test_gate_4_scene_director_a047_site1_exclusion_list", "tests/integration/test_area_7a_residue_gate.py::test_gate_4_scene_director_a047_site2_possession_remote_repeat", "tests/integration/test_area_7a_residue_gate.py::test_gate_4_scene_director_a047_site3_parenthetical", 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"tests/modules/test_search_grounded_ref_v3.py::test_pick_combine_contract_version_moves_the_step_config_hash", "tests/modules/test_search_grounded_ref_v3.py::test_pick_schema_score_field_states_the_scale", "tests/modules/test_search_grounded_ref_v3.py::test_picks_candidate_with_higher_average_not_higher_single_score", "tests/modules/test_search_grounded_ref_v3.py::test_score_is_clamped_to_0_100", "tests/modules/test_search_grounded_ref_v3.py::test_single_surviving_judge_proceeds_but_is_disclosed", "tests/modules/test_search_grounded_ref_v3.py::test_target_policy_is_seed_parity", "tests/modules/test_search_grounded_ref_v3.py::test_tie_prefers_lower_index", "tests/modules/test_search_grounded_ref_v3.py::test_unwired_pack_version_fails_loudly", "tests/modules/test_search_grounded_ref_v3.py::test_usable_false_is_forced_to_zero_even_with_high_score", "tests/modules/test_search_grounded_ref_v3.py::test_v1_contract_differs_and_absorbs_its_missing_file", "tests/modules/test_search_grounded_ref_v3.py::test_v2_and_v3_share_the_same_contract_sha", "tests/modules/test_search_grounded_ref_v3.py::test_v4_changes_the_contract_because_the_scale_changed", "tests/modules/test_search_grounded_ref_v3.py::test_version_resolves_by_key_and_by_full_name", "tests/modules/test_search_grounded_ref_v3.py::test_zero_valid_judges_is_fail_closed", "tests/modules/test_search_records_what_actually_happened.py::TestImageSearch::test_1_완료된_검색이_없으면_빈손을_결과로_안_돌려준다", "tests/modules/test_search_records_what_actually_happened.py::TestImageSearch::test_1b_호출은_있었는데_전부_실패해도_미실행이다", "tests/modules/test_search_records_what_actually_happened.py::TestImageSearch::test_2_완료됐고_결과가_0이면_정상적인_빈_결과다", "tests/modules/test_search_records_what_actually_happened.py::TestImageSearch::test_3_완료됐고_결과가_있으면_그대로_돌려준다", "tests/modules/test_search_records_what_actually_happened.py::TestImageSearch::test_기록이_응답에서_읽은_수와_적용된_강도를_담는다", "tests/modules/test_search_records_what_actually_happened.py::TestImageSearch::test_요청은_안_바뀐다_tool_choice_도_reasoning_도_안_보낸다", "tests/modules/test_search_records_what_actually_happened.py::TestTheCounting::test_status_가_없는_모양은_완료로_안_센다", "tests/modules/test_search_records_what_actually_happened.py::TestTheCounting::test_type_만_세면_실패한_호출도_완료로_센다", "tests/modules/test_search_records_what_actually_happened.py::TestTypologyResearch::test_1_조사도_완료된_검색이_없으면_선다", "tests/modules/test_search_records_what_actually_happened.py::TestTypologyResearch::test_3_조사가_돌았으면_답을_그대로_돌려준다", "tests/modules/test_search_records_what_actually_happened.py::TestTypologyResearch::test_4_문항이_없으면_호출도_안_하고_N_A_다", "tests/modules/test_seed_variants_pack_gates.py::test_active_pack_is_in_inventory_gate", "tests/modules/test_seed_variants_pack_gates.py::test_active_pack_is_in_scale_gate", "tests/modules/test_seed_variants_pack_gates.py::test_active_pack_resolves_to_a_real_directory", "tests/modules/test_seed_variants_pack_gates.py::test_gates_never_shrink_across_versions", "tests/modules/test_seed_variants_pack_gates.py::test_inventory_gate_actually_adds_the_lettering_contract", "tests/modules/test_seed_variants_pack_gates.py::test_inventory_gate_actually_adds_the_signage_contract", "tests/modules/test_text_cleaner_split_depth.py::test_narrows_all_the_way_to_a_single_page", "tests/modules/test_text_cleaner_split_depth.py::test_never_returns_empty_string_on_empty_response", "tests/modules/test_text_cleaner_split_depth.py::test_single_page_document_raises_instead_of_splitting", "tests/modules/test_text_cleaner_split_depth.py::test_split_depth_cap_covers_the_chunk_width", "tests/modules/test_text_cleaner_split_depth.py::test_successful_halves_are_concatenated_in_page_order", "tests/modules/test_typology_prior_axes.py::test_adopted_line_without_fact_is_dropped", "tests/modules/test_typology_prior_axes.py::test_axis_coverage_counts_every_axis", 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"tests/services/test_episode_projection_strict.py::test_unset_env_defaults_to_settings_default", "tests/services/test_episode_scope_wiring_pg.py::test_상태_조회의_합성_진행률이_이_화_것만_센다", "tests/services/test_episode_scope_wiring_pg.py::test_파이프라인_상태_조회가_이름_오류로_안_죽는다", "tests/services/test_episode_scope_wiring_pg.py::test_합성_키_빌더에_화가_실제로_넘어간다", "tests/services/test_episode_scope_wiring_pg.py::test_화_없이_부르면_선다", "tests/services/test_episode_scoped_outlook_pg.py::test_exact_가_있으면_legacy_는_안_섞인다", "tests/services/test_episode_scoped_outlook_pg.py::test_exact_가_하나도_없을_때만_legacy_로_되돌아간다", "tests/services/test_episode_scoped_outlook_pg.py::test_legacy_혼합_프로젝트에서_화별로_따진다", "tests/services/test_episode_scoped_outlook_pg.py::test_그래도_미래_화_착용자는_안_들어온다", "tests/services/test_episode_scoped_outlook_pg.py::test_미래_화_착용자가_앞_화_앵커에_안_섞인다", "tests/services/test_episode_scoped_outlook_pg.py::test_보류된_요소는_참조_대상이_아니다", "tests/services/test_episode_scoped_outlook_pg.py::test_앞_화_착용자는_다음_화_앵커에_남는다", "tests/services/test_episode_scoped_outlook_pg.py::test_앵커가_이_화의_착용자만_싣는다", "tests/services/test_episode_scoped_outlook_pg.py::test_양_끝이_같은_화에서_active_여야_한다", "tests/services/test_episode_scoped_outlook_pg.py::test_정본이_이_화의_배정만_돌려준다", "tests/services/test_episode_scoped_outlook_pg.py::test_참조_준비도가_이_화_합성만_기대한다", "tests/services/test_episode_scoped_outlook_pg.py::test_한_화의_O00_이_다른_화_판단을_오염시키지_않는다", "tests/services/test_episode_scoped_outlook_pg.py::test_화_칸_없는_legacy_배정은_읽을_때_들어온다", "tests/services/test_export_html_zip_current_format.py::test_b1_copy_as_jpeg_warns_on_pil_failure", "tests/services/test_export_html_zip_current_format.py::test_b2_short_id_re_rejects_standalone_o_prefix", "tests/services/test_export_html_zip_current_format.py::test_b2_visible_short_ids_drops_standalone_o_prefix", "tests/services/test_export_html_zip_current_format.py::test_copy_as_jpeg_fallback_writes_requested_html_path", 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"tests/services/test_image_service_phase_api.py::test_generate_composites_delegates_with_skip_composite_false", "tests/services/test_image_service_phase_api.py::test_generate_composites_full_mode_passthrough", "tests/services/test_image_service_phase_api.py::test_generate_reference_images_only_preserved_signature", "tests/services/test_image_upload_service.py::test_image_service_facade_injects_upload_svc", "tests/services/test_image_upload_service.py::test_upload_entity_not_found_raises", "tests/services/test_image_upload_service.py::test_upload_entity_without_link_defaults_to_shared", "tests/services/test_image_upload_service.py::test_upload_extension_preserves_known_suffix", "tests/services/test_image_upload_service.py::test_upload_fallback_episode_shared", "tests/services/test_image_upload_service.py::test_upload_no_extension_defaults_to_png", "tests/services/test_image_upload_service.py::test_upload_still_not_found_raises", "tests/services/test_image_upload_service.py::test_upload_with_entity_saves_reference", "tests/services/test_image_upload_service.py::test_upload_with_still_saves_scene", "tests/services/test_indoor_shared_pose_guide_service.py::test_atomic_write_failure_skips_accepted_capture", "tests/services/test_indoor_shared_pose_guide_service.py::test_cache_key_changes_with_inputs", "tests/services/test_indoor_shared_pose_guide_service.py::test_gate_no_figures_returns_none", "tests/services/test_indoor_shared_pose_guide_service.py::test_gate_no_plate_returns_none", "tests/services/test_indoor_shared_pose_guide_service.py::test_no_bg_asset_id_marks_unresolved_inputs", "tests/services/test_indoor_shared_pose_guide_service.py::test_qc_fail_captures_rejected", "tests/services/test_indoor_shared_pose_guide_service.py::test_qc_fail_returns_none", "tests/services/test_indoor_shared_pose_guide_service.py::test_qc_mannequin_count_tolerance", "tests/services/test_indoor_shared_pose_guide_service.py::test_qc_pass_and_representative_fails", "tests/services/test_indoor_shared_pose_guide_service.py::test_qc_pass_captures_accepted", "tests/services/test_indoor_shared_pose_guide_service.py::test_qc_pass_writes_and_returns", "tests/services/test_location_part_sync_endpoint.py::TestALegacyCheckpointNeverDeletesAPartLink::test_a_legacy_completed_sync_keeps_the_part_link", "tests/services/test_location_part_sync_endpoint.py::TestALegacyCheckpointNeverDeletesAPartLink::test_a_legacy_sync_still_cleans_its_own_stale_links", "tests/services/test_location_part_sync_endpoint.py::TestALocationPartReachesTheDatabase::test_a_location_and_a_part_may_share_a_name", "tests/services/test_location_part_sync_endpoint.py::TestALocationPartReachesTheDatabase::test_a_part_only_checkpoint_inserts_a_canon_and_a_link", "tests/services/test_location_part_sync_endpoint.py::TestALocationPartReachesTheDatabase::test_the_neutral_shape_is_accepted", "tests/services/test_location_part_sync_endpoint.py::TestAMalformedRelationNeverReachesTheDatabase::test_it_is_refused_before_any_row_is_written[-L01]", "tests/services/test_location_part_sync_endpoint.py::TestAMalformedRelationNeverReachesTheDatabase::test_it_is_refused_before_any_row_is_written[C01-P01]", "tests/services/test_location_part_sync_endpoint.py::TestAMalformedRelationNeverReachesTheDatabase::test_it_is_refused_before_any_row_is_written[L01-L01]", "tests/services/test_location_part_sync_endpoint.py::TestAMalformedRelationNeverReachesTheDatabase::test_it_is_refused_before_any_row_is_written[LP01-P01]", "tests/services/test_location_part_sync_endpoint.py::TestAMalformedRelationNeverReachesTheDatabase::test_it_is_refused_before_any_row_is_written[LPfoo-L01]", "tests/services/test_location_part_sync_endpoint.py::TestAMalformedRelationNeverReachesTheDatabase::test_it_is_refused_before_any_row_is_written[P01-L01]", "tests/services/test_location_part_sync_endpoint.py::TestAMissingCanonStopsBeforeDeleting::test_it_raises_and_keeps_the_existing_relation", "tests/services/test_location_part_sync_endpoint.py::TestAnUnknownMarkerStops::test_it_refuses_instead_of_falling_back_to_legacy", "tests/services/test_location_part_sync_endpoint.py::TestTheGuardIsActuallyCalled::test_it_fires_when_the_validator_falls_behind", "tests/services/test_location_part_sync_endpoint.py::TestTheGuardIsActuallyCalled::test_production_calls_it_before_the_loop", "tests/services/test_location_part_sync_endpoint.py::TestTheMigrationChangeDoesNotRenumberExistingOwners::test_a_non_numeric_tail_is_skipped_instead_of_crashing", "tests/services/test_location_part_sync_endpoint.py::TestTheMigrationChangeDoesNotRenumberExistingOwners::test_both_expressions_agree_on_every_standard_id", "tests/services/test_location_part_sync_endpoint.py::TestTheMigrationChangeDoesNotRenumberExistingOwners::test_the_old_expression_would_have_crashed", "tests/services/test_location_part_sync_endpoint.py::TestThePartOfRelationReachesTheDatabase::test_a_partial_checkpoint_never_deletes", "tests/services/test_location_part_sync_endpoint.py::TestThePartOfRelationReachesTheDatabase::test_a_stale_part_of_is_removed_on_a_completed_checkpoint", "tests/services/test_location_part_sync_endpoint.py::TestThePartOfRelationReachesTheDatabase::test_a_stale_part_of_is_removed_when_the_cp_speaks_of_it", "tests/services/test_location_part_sync_endpoint.py::TestThePartOfRelationReachesTheDatabase::test_a_visual_variant_only_cp_does_not_delete_part_of", "tests/services/test_location_part_sync_endpoint.py::TestThePartOfRelationReachesTheDatabase::test_it_writes_a_fact_with_part_and_whole_roles", "tests/services/test_location_part_sync_endpoint.py::TestThePartOfRelationReachesTheDatabase::test_part_of_sync_does_not_delete_visual_variants", "tests/services/test_location_part_sync_endpoint.py::TestThePartOfRelationReachesTheDatabase::test_running_it_twice_does_not_duplicate", "tests/services/test_location_part_sync_endpoint.py::TestTheStartupMigrationSurvivesATwoLetterPrefix::test_init_db_runs_again_with_a_two_letter_prefix_present", "tests/services/test_location_part_sync_endpoint.py::TestTheStartupMigrationSurvivesATwoLetterPrefix::test_the_migration_knows_the_two_letter_prefix", "tests/services/test_low_freq_shelving_pg.py::test_short_id_없는_판단은_살린다", "tests/services/test_low_freq_shelving_pg.py::test_걸러진_행이_통째로_남는다", "tests/services/test_low_freq_shelving_pg.py::test_다음_화에_다시_나오면_같은_번호로_되살아난다", "tests/services/test_low_freq_shelving_pg.py::test_보내지_않은_대상은_안_지운다", "tests/services/test_low_freq_shelving_pg.py::test_보류_행은_다음_화_명부에_실린다", "tests/services/test_low_freq_shelving_pg.py::test_보류_행이_canon_과_shelved_링크로_남는다", "tests/services/test_low_freq_shelving_pg.py::test_옛_체크포인트는_보류_0_이_아니라_모른다로_지나간다", "tests/services/test_low_freq_shelving_pg.py::test_제거는_short_id_로_정한다", "tests/services/test_low_freq_shelving_pg.py::test_하류_게이트가_보류_행을_대상에서_뺀다", "tests/services/test_manual_primary_two_visits.py::test_a_new_output_is_stored_once_and_then_reused", "tests/services/test_manual_primary_two_visits.py::test_an_upload_after_the_fact_corrects_the_checkpoint_once", "tests/services/test_manual_primary_two_visits.py::test_second_visit_stores_nothing_and_keeps_the_human_primary", "tests/services/test_manual_primary_two_visits.py::test_the_stub_rejects_an_inverted_condition", "tests/services/test_multi_episode_outlook_preservation_pg.py::test_1화_링크는_그대로_있고_2화_링크만_이번_CP_를_따른다", "tests/services/test_multi_episode_outlook_preservation_pg.py::test_1화_옷_배정이_2화_sync_로_안_지워진다", "tests/services/test_multi_episode_outlook_preservation_pg.py::test_2화_sync_가_1화_아웃룩_canon_을_안_지운다", "tests/services/test_multi_episode_outlook_preservation_pg.py::test_O00_은_고아로_표시되지_않는다", "tests/services/test_multi_episode_outlook_preservation_pg.py::test_아무_데도_안_붙은_아웃룩은_지우지_않고_표시만_한다", "tests/services/test_multi_episode_outlook_preservation_pg.py::test_화_칸_없는_legacy_배정은_지우지_않고_이어받는다", "tests/services/test_outdoor_direct_context.py::test_camera_fields_missing_skips_direct", "tests/services/test_outdoor_direct_context.py::test_canon_failed_group_skipped", "tests/services/test_outdoor_direct_context.py::test_direct_entry_assembled", "tests/services/test_outdoor_direct_context.py::test_direct_entry_carries_prompt_version", "tests/services/test_outdoor_direct_context.py::test_flag_off_returns_empty", "tests/services/test_outdoor_direct_context.py::test_missing_cps_returns_empty", "tests/services/test_outdoor_direct_context.py::test_shot_without_description_skipped", "tests/services/test_outdoor_direct_place_continuity.py::test_canon_insert_after_prev_keeps_photo_first", "tests/services/test_outdoor_direct_place_continuity.py::test_canon_solo_keeps_sole_wording", "tests/services/test_outdoor_direct_place_continuity.py::test_combined_payload_canon_primary_prev_details_no_contradiction", "tests/services/test_outdoor_direct_place_continuity.py::test_default_branch_unchanged_without_marker", "tests/services/test_outdoor_direct_place_continuity.py::test_direct_place_continuity_branch_instructions", "tests/services/test_outdoor_direct_place_continuity.py::test_stamp_sites_parity_single_and_batch", "tests/services/test_outdoor_direct_wiring.py::test_insert_canon_refs_missing_asset_id_omitted", "tests/services/test_outdoor_direct_wiring.py::test_insert_canon_refs_order_parity_and_lineage", "tests/services/test_outdoor_direct_wiring.py::test_resolver_prompts_fallback_without_od", "tests/services/test_outdoor_direct_wiring.py::test_resolver_prompts_use_direct_prompt_when_od", "tests/services/test_outfit_is_told_in_words_not_only_the_sheet.py::test_a_composite_sheet_also_says_the_outfit_in_words", "tests/services/test_outfit_is_told_in_words_not_only_the_sheet.py::test_a_state_variant_wins_and_brings_no_outfit_text", "tests/services/test_outfit_is_told_in_words_not_only_the_sheet.py::test_an_explicit_null_outlook_does_not_get_a_wearing_line", "tests/services/test_outfit_is_told_in_words_not_only_the_sheet.py::test_the_base_sheet_does_not_invent_an_outfit", "tests/services/test_outfit_is_told_in_words_not_only_the_sheet.py::test_the_lock_being_off_keeps_the_old_text", "tests/services/test_outlook_delta_sync.py::test_character_outlook_delta_dedups_duplicate_rows", "tests/services/test_outlook_delta_sync.py::test_character_outlook_delta_deletes_gone_pairs", "tests/services/test_outlook_delta_sync.py::test_character_outlook_delta_inserts_new_pairs", "tests/services/test_outlook_delta_sync.py::test_character_outlook_delta_noop_when_identical", "tests/services/test_outlook_episode_link_upsert_pg.py::test_still_recipe_가_읽는_자리에_그_outlook_이_실린다", "tests/services/test_outlook_episode_link_upsert_pg.py::test_두_번_sync_해도_link_가_안_늘어난다", "tests/services/test_outlook_episode_link_upsert_pg.py::test_옛_에피소드_link_는_그대로_남는다", "tests/services/test_outlook_episode_link_upsert_pg.py::test_이미_있던_outlook_이_새_에피소드_link_를_받는다", "tests/services/test_p0_attached_asset_id_lineage.py::test_base_ref_stamps_asset_id_when_map_provided", "tests/services/test_p0_attached_asset_id_lineage.py::test_collect_actual_attached_refs_dedup_and_unresolved", "tests/services/test_p0_attached_asset_id_lineage.py::test_collect_bg_id_only_is_unresolved_not_uuid", "tests/services/test_p0_attached_asset_id_lineage.py::test_collect_preserves_structural_fields_in_unresolved", "tests/services/test_p0_attached_asset_id_lineage.py::test_composite_stamps_from_composite_key", "tests/services/test_p0_attached_asset_id_lineage.py::test_no_map_is_byte_identical_metadata", "tests/services/test_p8_i1_registered_pose_guide.py::test_attach_flag_off_is_noop", "tests/services/test_p8_i1_registered_pose_guide.py::test_immobilized_pose_guide_in_enum", "tests/services/test_p8_i1_registered_pose_guide.py::test_pose_guide_does_not_satisfy_required_character", "tests/services/test_p8_i1_registered_pose_guide.py::test_render_branch_emits_pose_support_and_real_human", "tests/services/test_p8_i1_registered_pose_guide.py::test_render_branch_lifeless_only_when_dead", "tests/services/test_p8_i1_registered_pose_guide.py::test_zoomed_lock_aligns_with_pose_guide_when_present", "tests/services/test_p8_i1_registered_pose_guide.py::test_zoomed_lock_without_pose_guide_uses_image_wins", "tests/services/test_phase4_iter7_stabilization.py::test_b1_legacy_validator_disabled_when_mode_is_off", "tests/services/test_phase4_iter7_stabilization.py::test_b1_legacy_validator_disabled_when_mode_is_ref_only", "tests/services/test_phase4_iter7_stabilization.py::test_b1_legacy_validator_disabled_when_mode_is_sample", "tests/services/test_phase4_iter7_stabilization.py::test_b1_legacy_validator_disabled_when_mode_is_targeted", "tests/services/test_phase4_iter7_stabilization.py::test_b1_legacy_validator_enabled_only_when_mode_is_full", "tests/services/test_phase4_iter7_stabilization.py::test_b1_legacy_validator_returns_none_when_no_api_key_even_in_full", "tests/services/test_phase4_iter7_stabilization.py::test_entity_extractor_v3_extract_entities_marked_deprecated", "tests/services/test_phase4_iter7_stabilization.py::test_entity_t2i_behavioral_empty_source_does_not_fallback_to_llm", "tests/services/test_phase4_iter7_stabilization.py::test_entity_t2i_behavioral_ignores_llm_semantic_fields", "tests/services/test_phase4_iter7_stabilization.py::test_entity_t2i_default_model_is_gemini_pro", "tests/services/test_phase4_iter7_stabilization.py::test_entity_t2i_forwards_description_from_entity_detail", "tests/services/test_phase4_iter7_stabilization.py::test_entity_t2i_legacy_forwards_description_from_gpt_detail", "tests/services/test_phase4_iter7_stabilization.py::test_entity_t2i_legacy_step_source_forward_pattern", "tests/services/test_phase4_iter7_stabilization.py::test_entity_t2i_project_config_override_takes_precedence", "tests/services/test_phase4_iter7_stabilization.py::test_entity_t2i_resolves_to_gemini_pro_in_router", "tests/services/test_phase4_iter7_stabilization.py::test_entity_t2i_resolves_to_gemini_pro_when_no_override", "tests/services/test_phase4_iter7_stabilization.py::test_entity_t2i_schema_version_bumped_to_two", "tests/services/test_phase4_iter7_stabilization.py::test_entity_t2i_short_description_removed_from_schema", "tests/services/test_phase4_iter7_stabilization.py::test_entity_t2i_short_description_removed_from_step_output", "tests/services/test_phase4_iter7_stabilization.py::test_entity_t2i_v4_step_source_forward_pattern", "tests/services/test_phase4_iter7_stabilization.py::test_i1_single_scene_callsite_forwards_still_attributes", "tests/services/test_phase4_iter7_stabilization.py::test_i1_single_scene_path_signature_accepts_scene_shot_index", "tests/services/test_phase4_iter7_stabilization.py::test_i2_config_sample_rate_boundary_accepts_zero_and_one", "tests/services/test_phase4_iter7_stabilization.py::test_i2_config_sample_rate_field_validator_rejects_out_of_range", "tests/services/test_phase4_iter7_stabilization.py::test_iter2_m1_config_targeted_shot_ids_accepts_one_based", "tests/services/test_phase4_iter7_stabilization.py::test_iter2_m1_config_targeted_shot_ids_rejects_zero_and_negative", "tests/services/test_phase4_iter7_stabilization.py::test_m2_config_targeted_shot_ids_empty_passes", "tests/services/test_phase4_iter7_stabilization.py::test_m2_config_targeted_shot_ids_normalizes_zero_padding", "tests/services/test_phase4_iter7_stabilization.py::test_m2_config_targeted_shot_ids_rejects_invalid_token", "tests/services/test_phase4_iter7_stabilization.py::test_scene_lvm_decide_full_always_runs", "tests/services/test_phase4_iter7_stabilization.py::test_scene_lvm_decide_off_always_skips", "tests/services/test_phase4_iter7_stabilization.py::test_scene_lvm_decide_ref_only_skips_scene", "tests/services/test_phase4_iter7_stabilization.py::test_scene_lvm_decide_sample_deterministic_distinct_still_ids", "tests/services/test_phase4_iter7_stabilization.py::test_scene_lvm_decide_sample_deterministic_with_still_id", "tests/services/test_phase4_iter7_stabilization.py::test_scene_lvm_decide_sample_rate_one_always_runs", "tests/services/test_phase4_iter7_stabilization.py::test_scene_lvm_decide_sample_rate_out_of_range_raises", "tests/services/test_phase4_iter7_stabilization.py::test_scene_lvm_decide_sample_rate_zero_always_skips", "tests/services/test_phase4_iter7_stabilization.py::test_scene_lvm_decide_sample_runs_when_rng_below_rate", "tests/services/test_phase4_iter7_stabilization.py::test_scene_lvm_decide_sample_seed_fallback_to_pid_scene_shot", "tests/services/test_phase4_iter7_stabilization.py::test_scene_lvm_decide_sample_skips_when_rng_above_rate", "tests/services/test_phase4_iter7_stabilization.py::test_scene_lvm_decide_targeted_in_list_runs", "tests/services/test_phase4_iter7_stabilization.py::test_scene_lvm_decide_targeted_int_normalize_invalid_meta_skips", "tests/services/test_phase4_iter7_stabilization.py::test_scene_lvm_decide_targeted_int_normalize_str_meta", "tests/services/test_phase4_iter7_stabilization.py::test_scene_lvm_decide_targeted_no_meta_skips", "tests/services/test_phase4_iter7_stabilization.py::test_scene_lvm_decide_targeted_not_in_list_skips", "tests/services/test_phase4_iter7_stabilization.py::test_scene_lvm_decide_unknown_mode_raises", "tests/services/test_phase4_iter7_stabilization.py::test_scene_lvm_default_mode_is_off", "tests/services/test_phase4_iter7_stabilization.py::test_scene_lvm_settings_targeted_shot_ids_str_default_empty", "tests/services/test_phase4_iter7_stabilization.py::test_scene_lvm_severe_regen_does_not_trigger_on_skip_marker", "tests/services/test_phase4_iter7_stabilization.py::test_scene_lvm_skip_marker_signals_no_validation", "tests/services/test_phase4_iter7_stabilization.py::test_skip_marker_docstring_clarifies_matches_prompt_meaning", "tests/services/test_phase4_iter7_stabilization.py::test_w1_call_gpt_lvm_does_not_pass_temperature", "tests/services/test_phase4_iter7_stabilization.py::test_w1_ref_pipeline_no_silent_ok_severity_fallback", "tests/services/test_phase4_iter7_stabilization.py::test_w1_scene_pipeline_no_silent_ok_severity_fallback", "tests/services/test_phase4_iter7_stabilization.py::test_w3_ref_pipeline_accepts_trace_meta", "tests/services/test_phase4_iter7_stabilization.py::test_w3_scene_pipeline_accepts_trace_meta", "tests/services/test_phase4_iter7_stabilization.py::test_w7_fails_on_non_string_entry", "tests/services/test_phase4_iter7_stabilization.py::test_w7_helper_is_universal_no_scenario_tokens", "tests/services/test_phase4_iter7_stabilization.py::test_w7_keep_environment_only_passes_for_walls_and_furniture", "tests/services/test_phase4_iter7_stabilization.py::test_w7_keep_fails_on_body_part_token", "tests/services/test_phase4_iter7_stabilization.py::test_w7_keep_fails_on_male_token", "tests/services/test_phase4_iter7_stabilization.py::test_w7_keep_fails_on_role_token", "tests/services/test_phase4_iter7_stabilization.py::test_w7_keep_fails_on_woman_token", "tests/services/test_phase4_iter7_stabilization.py::test_w7_keep_passes_on_body_part_metaphors", "tests/services/test_phase4_iter7_stabilization.py::test_w7_keep_passes_on_figure_in_environment", "tests/services/test_phase4_iter7_stabilization.py::test_w7_keep_passes_on_guard_rail", "tests/services/test_phase4_iter7_stabilization.py::test_w7_passes_on_empty_list_and_empty_string", "tests/services/test_phase4_iter7_stabilization.py::test_w7_silent_pass_for_empty_list", "tests/services/test_pipeline_graph_service.py::test_background_and_fp_edges", "tests/services/test_pipeline_graph_service.py::test_background_consumer_enabled_flag", "tests/services/test_pipeline_graph_service.py::test_background_no_matching_shot_yields_no_bg_edge", "tests/services/test_pipeline_graph_service.py::test_background_virtual_node_when_no_db_chain_bg", "tests/services/test_pipeline_graph_service.py::test_dangling_input_ref_skipped_and_counted", "tests/services/test_pipeline_graph_service.py::test_edge_ids_stable_unique_deterministic", "tests/services/test_pipeline_graph_service.py::test_empty_project_returns_empty_graph", "tests/services/test_pipeline_graph_service.py::test_episode_filter_excludes_other_episode_scenes", "tests/services/test_pipeline_graph_service.py::test_i2i_chain_edges", "tests/services/test_pipeline_graph_service.py::test_i2i_source_and_parent_dedup", "tests/services/test_pipeline_graph_service.py::test_image_asset_nodes_mapping", "tests/services/test_pipeline_graph_service.py::test_input_edge_coexists_with_structural_edge", "tests/services/test_pipeline_graph_service.py::test_input_image_ids_generated_input_edges", "tests/services/test_pipeline_graph_service.py::test_invalid_pipeline_metadata_is_non_fatal", "tests/services/test_pipeline_graph_service.py::test_list_episodes_ordered_by_number", "tests/services/test_pipeline_graph_service.py::test_load_background_groups_missing_checkpoint_returns_empty", "tests/services/test_pipeline_graph_service.py::test_load_background_groups_reads_phase7_manifest", "tests/services/test_pipeline_graph_service.py::test_malformed_reference_ids_no_crash", "tests/services/test_pipeline_graph_service.py::test_node_pipeline_role_disposition_intermediate", "tests/services/test_pipeline_graph_service.py::test_overlay_label_content_invariant", "tests/services/test_pipeline_graph_service.py::test_overlay_no_call_log_keeps_unverified", "tests/services/test_pipeline_graph_service.py::test_overlay_prompt_authoritative_on_node_not_edge", "tests/services/test_pipeline_graph_service.py::test_overlay_ref_zero_marks_call_log_no_refs", "tests/services/test_pipeline_graph_service.py::test_overlay_refs_present_unresolved", "tests/services/test_pipeline_graph_service.py::test_prev_scene_edges", "tests/services/test_pipeline_graph_service.py::test_reference_lineage_edges_and_dangling_filter", "tests/services/test_planning_doc_analysis_service.py::test_atomic_write_no_tmp_leftover", "tests/services/test_planning_doc_analysis_service.py::test_clear_project_checkpoint_removes_staging_files", "tests/services/test_planning_doc_analysis_service.py::test_get_planning_context_uses_validated_reader", "tests/services/test_planning_doc_analysis_service.py::test_load_project_checkpoint_accepts_legacy_no_source_hash", "tests/services/test_planning_doc_analysis_service.py::test_load_project_checkpoint_accepts_when_source_hash_matches", "tests/services/test_planning_doc_analysis_service.py::test_load_project_checkpoint_rejects_stale_source_hash", "tests/services/test_planning_doc_analysis_service.py::test_load_project_checkpoint_rejects_stale_source_hash_without_unlink", "tests/services/test_planning_doc_analysis_service.py::test_load_status_corrupt_json_surfaces_as_error", "tests/services/test_planning_doc_analysis_service.py::test_load_status_missing_returns_idle", "tests/services/test_planning_doc_analysis_service.py::test_outer_except_respects_stale_job_guard", "tests/services/test_planning_doc_analysis_service.py::test_project_has_planning_doc_false_when_only_empty_manifest", "tests/services/test_planning_doc_analysis_service.py::test_project_has_planning_doc_true_when_manifest_has_content", "tests/services/test_planning_doc_analysis_service.py::test_project_has_planning_doc_true_when_only_pdf", "tests/services/test_planning_doc_analysis_service.py::test_project_lock_serializes_concurrent_writes", "tests/services/test_planning_doc_analysis_service.py::test_reader_does_not_unlink_during_concurrent_promote", "tests/services/test_planning_doc_analysis_service.py::test_run_sync_outer_except_respects_stale_job_guard", "tests/services/test_planning_doc_analysis_service.py::test_run_sync_phase1_exception_marks_status_error", "tests/services/test_planning_doc_analysis_service.py::test_run_sync_phase2_text_fallback_exception_marks_status_error", "tests/services/test_planning_doc_analysis_service.py::test_run_sync_success_path_reaches_the_reader", "tests/services/test_planning_doc_analysis_service.py::test_run_sync_success_path_writes_locations_and_done", "tests/services/test_planning_doc_analysis_service.py::test_source_hash_changes_when_pdf_changes", "tests/services/test_planning_doc_analysis_service.py::test_source_hash_changes_when_text_changes", "tests/services/test_planning_doc_analysis_service.py::test_source_hash_deterministic_same_input", "tests/services/test_planning_doc_analysis_service.py::test_status_write_race_dispatch_and_running_status", "tests/services/test_planning_doc_analysis_service.py::test_thread_race_late_finisher_does_not_resurrect_stale_sot", "tests/services/test_planning_doc_analysis_service.py::test_write_manifest_drops_when_status_job_id_mismatches_at_l1", "tests/services/test_planning_doc_analysis_service.py::test_write_manifest_l3_does_not_clobber_other_jobs_manifest", "tests/services/test_planning_doc_analysis_service.py::test_write_manifest_promote_drop_only_removes_own_staging", "tests/services/test_planning_doc_analysis_service.py::test_write_manifest_promotes_via_staging_when_status_matches", "tests/services/test_pose_lock_keeps_body_identity_reference.py::test_body_identity_character_keeps_reference_under_pose_lock", "tests/services/test_pose_lock_keeps_body_identity_reference.py::test_human_character_is_still_excluded_under_pose_lock", "tests/services/test_project_queue_pg.py::test_queued_가_DB_에_남는다", "tests/services/test_project_queue_pg.py::test_대기열이_배경작업_주입을_가리지_않는다", "tests/services/test_project_queue_pg.py::test_대기열이_프로젝트_자리를_끝까지_들고_있다", "tests/services/test_project_queue_pg.py::test_대기열이_화수_순서로_돈다", "tests/services/test_project_queue_pg.py::test_도는_중이면_대기열_등록을_거절한다", "tests/services/test_project_queue_pg.py::test_등록_실패하면_queued_를_되돌린다", "tests/services/test_project_queue_pg.py::test_락이_프로젝트_하나다", "tests/services/test_project_queue_pg.py::test_앞_화가_실패하면_뒤_화가_선다", "tests/services/test_project_queue_pg.py::test_이_프로젝트에_없는_에피소드는_거절한다", "tests/services/test_project_queue_pg.py::test_화수가_겹치면_시작_전에_선다", "tests/services/test_prompt_effective_view.py::test_effective_both_candidates_diverge_by_mode", "tests/services/test_prompt_effective_view.py::test_effective_db_exception_falls_back_to_file", "tests/services/test_prompt_effective_view.py::test_effective_db_only_winner_diverges_by_mode", "tests/services/test_prompt_effective_view.py::test_effective_db_picks_numeric_latest_when_multiple_active", "tests/services/test_prompt_effective_view.py::test_effective_db_winner", "tests/services/test_prompt_effective_view.py::test_effective_file_fallback_when_no_db_row", "tests/services/test_prompt_effective_view.py::test_effective_file_fallback_when_no_db_session", "tests/services/test_prompt_effective_view.py::test_effective_file_only_when_no_db_row", "tests/services/test_prompt_effective_view.py::test_effective_file_skips_versions_without_target", "tests/services/test_prompt_effective_view.py::test_effective_no_candidates", "tests/services/test_prompt_effective_view.py::test_effective_no_db_session_argument", "tests/services/test_prompt_effective_view.py::test_effective_special_chars_in_name_no_crash", "tests/services/test_prompt_format_kwargs.py::test_system_loads_without_kwargs_keeps_single_brace", "tests/services/test_prompt_format_kwargs.py::test_turn_entity_detail_loads_for_all_entity_types[character]", "tests/services/test_prompt_format_kwargs.py::test_turn_entity_detail_loads_for_all_entity_types[location]", "tests/services/test_prompt_format_kwargs.py::test_turn_entity_detail_loads_for_all_entity_types[outlook]", "tests/services/test_prompt_format_kwargs.py::test_turn_entity_detail_loads_for_all_entity_types[prop]", "tests/services/test_prompt_format_kwargs.py::test_turn_entity_detail_loads_with_kwargs_without_keyerror", "tests/services/test_prompt_format_kwargs.py::test_turn_entity_detail_no_double_brace_residue_after_format", 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"tests/services/test_prompt_loader_absorption.py::test_load_prompt_dispatches_to_prompt_loader[app.modules.image_validator-image_validation-scene_validation-scene_validation.md]", "tests/services/test_prompt_loader_absorption.py::test_load_prompt_dispatches_to_prompt_loader[app.modules.pdf_validator-pdf_validation-validate-validate.md]", "tests/services/test_prompt_loader_absorption.py::test_load_prompt_dispatches_to_prompt_loader[app.modules.prompt_sanitizer-prompt_sanitizer-sanitize_system-sanitize_system.md]", "tests/services/test_prompt_loader_absorption.py::test_load_prompt_dispatches_to_prompt_loader[app.modules.prompt_sanitizer-prompt_sanitizer-sanitize_user-sanitize_user.md]", "tests/services/test_prompt_loader_absorption.py::test_load_prompt_preserves_no_extension_argument", "tests/services/test_prompt_loader_absorption.py::test_no_hardcoded_v1_path_in_prompt_callers[app/modules/image_validator.py-banned_patterns1]", 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"tests/services/test_ref_contract_validator.py::test_no_required_no_phrase_no_raise", "tests/services/test_ref_contract_validator.py::test_normalize_dict_value_list_with_non_string_raises", "tests/services/test_ref_contract_validator.py::test_normalize_dict_value_non_list_raises", "tests/services/test_ref_contract_validator.py::test_normalize_explicit_empty_dict_no_raise", "tests/services/test_ref_contract_validator.py::test_normalize_explicit_empty_list_no_raise", "tests/services/test_ref_contract_validator.py::test_normalize_list_item_kind_or_id_non_string_raises", "tests/services/test_ref_contract_validator.py::test_normalize_list_item_missing_id_raises", "tests/services/test_ref_contract_validator.py::test_normalize_list_item_missing_kind_raises", "tests/services/test_ref_contract_validator.py::test_normalize_list_item_non_dict_raises", "tests/services/test_ref_contract_validator.py::test_normalize_required_refs_none_no_raise", "tests/services/test_ref_contract_validator.py::test_normalize_wrong_type_int_raises", "tests/services/test_ref_contract_validator.py::test_normalize_wrong_type_string_raises", "tests/services/test_ref_contract_validator.py::test_prompt_prose_reference_phrase_ignored_when_sidecar_empty", "tests/services/test_ref_contract_validator.py::test_required_background_close_framing_exempt", "tests/services/test_ref_contract_validator.py::test_required_background_not_close_missing_raises", "tests/services/test_ref_contract_validator.py::test_required_character_outlook_missing_raises", "tests/services/test_ref_contract_validator.py::test_required_character_outlook_satisfied_no_raise", "tests/services/test_ref_contract_validator.py::test_required_refs_list_shape_background_close_exempt", "tests/services/test_ref_contract_validator.py::test_required_refs_list_shape_background_not_close_missing_raises", "tests/services/test_ref_contract_validator.py::test_required_refs_list_shape_character_outlook_missing_raises", "tests/services/test_ref_contract_validator.py::test_required_refs_list_shape_character_outlook_satisfied_no_raise", "tests/services/test_ref_contract_validator.py::test_required_refs_list_shape_empty_list_no_raise", "tests/services/test_ref_contract_validator.py::test_sidecar_background_declared_missing_meta_raises", "tests/services/test_ref_contract_validator.py::test_sidecar_background_empty_close_framing_passes", "tests/services/test_ref_contract_validator.py::test_sidecar_character_declared_missing_meta_raises", "tests/services/test_ref_contract_validator.py::test_sidecar_prop_declared_missing_meta_raises", "tests/services/test_ref_contract_validator_sidecar.py::test_sidecar_background_declared_close_framing_with_meta_passes", "tests/services/test_ref_contract_validator_sidecar.py::test_sidecar_background_declared_close_framing_without_meta_fails", "tests/services/test_ref_contract_validator_sidecar.py::test_sidecar_character_declared_with_meta_passes", "tests/services/test_ref_contract_validator_sidecar.py::test_sidecar_character_declared_without_meta_fails", "tests/services/test_ref_contract_validator_sidecar.py::test_sidecar_empty_array_passes", "tests/services/test_ref_contract_validator_sidecar.py::test_sidecar_invalid_enum_value_raises", "tests/services/test_ref_contract_validator_sidecar.py::test_sidecar_missing_kwarg_raises_typeerror", "tests/services/test_ref_contract_validator_sidecar.py::test_sidecar_multiple_kinds_all_validated", "tests/services/test_ref_contract_validator_sidecar.py::test_sidecar_non_list_type_raises", "tests/services/test_ref_contract_validator_sidecar.py::test_sidecar_none_raises_refcontracterror", "tests/services/test_ref_contract_validator_sidecar.py::test_sidecar_prop_declared_with_meta_passes", "tests/services/test_reference_composite_service.py::test_generate_composite_image_raises_when_entity_missing", "tests/services/test_reference_composite_service.py::test_generate_composite_image_raises_when_face_missing", "tests/services/test_reference_composite_service.py::test_generate_composite_image_raises_when_outlook_is_o00", "tests/services/test_reference_composite_service.py::test_reference_image_service_constructor_wires_composite_svc", "tests/services/test_reference_composite_service.py::test_reference_image_service_facade_injects_composite_svc", "tests/services/test_reference_composite_service.py::test_regenerate_composites_character_iterates_outlooks", "tests/services/test_reference_composite_service.py::test_regenerate_composites_character_skips_o00_outlook", "tests/services/test_reference_composite_service.py::test_regenerate_composites_o00_outlook_entity_returns_empty", "tests/services/test_reference_composite_service.py::test_regenerate_composites_outlook_entity_iterates_characters", "tests/services/test_reference_composite_service.py::test_regenerate_composites_unknown_entity_returns_empty", "tests/services/test_reference_entity_service.py::test_generate_single_entity_raises_when_entity_missing", "tests/services/test_reference_entity_service.py::test_generate_single_entity_raises_when_gemini_key_missing", "tests/services/test_reference_entity_service.py::test_reference_image_service_constructor_wires_entity_svc", "tests/services/test_reference_entity_service.py::test_reference_image_service_facade_injects_entity_svc", "tests/services/test_reference_gate_canon_scope_pg.py::test_DB행은_있는데_파일이_없으면_막는다", "tests/services/test_reference_gate_canon_scope_pg.py::test_primary_가_아니면_막는다", "tests/services/test_reference_gate_canon_scope_pg.py::test_verify_가_non_primary_를_안_친다", "tests/services/test_reference_gate_canon_scope_pg.py::test_verify_가_남의_프로젝트_자산을_안_친다", "tests/services/test_reference_gate_canon_scope_pg.py::test_verify_가_참조_없음을_그대로_잡는다", "tests/services/test_reference_gate_canon_scope_pg.py::test_verify_가_파일_없음을_잡는다", "tests/services/test_reference_gate_canon_scope_pg.py::test_verify_대상_0이면_clean", "tests/services/test_reference_gate_canon_scope_pg.py::test_verify_앞_에피소드_참조를_정본으로_인정한다", "tests/services/test_reference_gate_canon_scope_pg.py::test_verify_저빈도_스킵은_대상에서_빠진다", "tests/services/test_reference_gate_canon_scope_pg.py::test_게이트_본체가_끝까지_돈다_합성까지", "tests/services/test_reference_gate_canon_scope_pg.py::test_게이트가_참조_누락을_그대로_잡는다", "tests/services/test_reference_gate_canon_scope_pg.py::test_게이트가_합성_누락을_그대로_잡는다", "tests/services/test_reference_gate_canon_scope_pg.py::test_게이트와_verify_가_같은_수를_말한다", "tests/services/test_reference_gate_canon_scope_pg.py::test_게이트와_진행률이_같은_말을_한다", "tests/services/test_reference_gate_canon_scope_pg.py::test_다른_프로젝트의_자산은_안_친다", "tests/services/test_reference_gate_canon_scope_pg.py::test_대상이_0이면_게이트와_화면이_둘_다_통과다", "tests/services/test_reference_gate_canon_scope_pg.py::test_앞_에피소드에만_있는_참조로도_이번_에피소드가_통과한다", "tests/services/test_reference_gate_canon_scope_pg.py::test_장소는_참조_대상이_아니다", "tests/services/test_reference_gate_canon_scope_pg.py::test_전부_저빈도_스킵이어도_게이트와_화면이_일치한다", "tests/services/test_reference_gate_canon_scope_pg.py::test_참조가_아예_없으면_막는다", "tests/services/test_reference_image_service.py::test_generate_base_references_default_mode_resume", "tests/services/test_reference_image_service.py::test_generate_base_references_delegates_with_skip_composite_true", "tests/services/test_reference_image_service.py::test_generate_base_references_signature", "tests/services/test_reference_image_service.py::test_generate_composite_image_raises_when_entity_missing", "tests/services/test_reference_image_service.py::test_generate_composite_image_raises_when_face_missing", "tests/services/test_reference_image_service.py::test_generate_composite_image_raises_when_outlook_is_o00", "tests/services/test_reference_image_service.py::test_generate_composite_image_signature", "tests/services/test_reference_image_service.py::test_generate_composites_delegates_with_skip_composite_false", "tests/services/test_reference_image_service.py::test_generate_composites_full_mode_passthrough", "tests/services/test_reference_image_service.py::test_generate_composites_signature", "tests/services/test_reference_image_service.py::test_generate_reference_images_only_preserved_signature", "tests/services/test_reference_image_service.py::test_generate_single_entity_image_signature", "tests/services/test_reference_image_service.py::test_image_service_auto_set_primary_shim_passthrough", "tests/services/test_reference_image_service.py::test_image_service_build_lineage_fields_shim_passthrough", "tests/services/test_reference_image_service.py::test_image_service_generate_base_references_delegates", "tests/services/test_reference_image_service.py::test_image_service_generate_composite_image_delegates", "tests/services/test_reference_image_service.py::test_image_service_generate_composites_delegates", "tests/services/test_reference_image_service.py::test_image_service_generate_reference_images_only_delegates", "tests/services/test_reference_image_service.py::test_image_service_generate_single_entity_image_delegates", "tests/services/test_reference_image_service.py::test_image_service_get_latest_world_guide_shim_passthrough", "tests/services/test_reference_image_service.py::test_image_service_image_to_dict_shim_passthrough", "tests/services/test_reference_image_service.py::test_image_service_preserves_same_signature", "tests/services/test_reference_image_service.py::test_image_service_regenerate_composites_delegates", "tests/services/test_reference_image_service.py::test_image_service_validate_reference_delegates", "tests/services/test_reference_image_service.py::test_regenerate_composites_character_iterates_outlooks", "tests/services/test_reference_image_service.py::test_regenerate_composites_character_skips_o00_outlook", "tests/services/test_reference_image_service.py::test_regenerate_composites_for_entity_signature", "tests/services/test_reference_image_service.py::test_regenerate_composites_o00_outlook_entity_returns_empty", "tests/services/test_reference_image_service.py::test_regenerate_composites_outlook_entity_iterates_characters", "tests/services/test_reference_image_service.py::test_regenerate_composites_unknown_entity_returns_empty", "tests/services/test_reference_image_service.py::test_validate_reference_exception_returns_none", "tests/services/test_reference_image_service.py::test_validate_reference_high_score_keeps_status", "tests/services/test_reference_image_service.py::test_validate_reference_low_score_flags_needs_fix", "tests/services/test_reference_image_service.py::test_validate_reference_missing_file_returns_unchanged", "tests/services/test_reference_necessity_audit.py::test_audit_set_is_broad_union_minus_required_refs", "tests/services/test_reference_necessity_audit.py::test_gate_fails_on_missing_required_input", "tests/services/test_reference_necessity_audit.py::test_gate_fails_on_missing_status", "tests/services/test_reference_necessity_audit.py::test_gate_fails_on_not_completed_status", "tests/services/test_reference_necessity_audit.py::test_gate_fails_on_recurring_character_missing_required_ref", "tests/services/test_reference_necessity_audit.py::test_gate_fails_on_selected_map_scene_missing", "tests/services/test_reference_necessity_audit.py::test_gate_fails_on_selected_shot_missing", "tests/services/test_reference_necessity_audit.py::test_gate_fails_when_audit_entity_used_in_t2i", "tests/services/test_reference_necessity_audit.py::test_location_prompt_id_is_warning_not_blocking", "tests/services/test_reference_necessity_audit.py::test_one_shot_character_prompt_id_is_warning_not_blocking", "tests/services/test_reference_necessity_audit.py::test_prop_prompt_id_is_warning_not_blocking", "tests/services/test_reference_phase1_service.py::test_context_defaults", "tests/services/test_reference_phase1_service.py::test_context_total_to_gen_property", "tests/services/test_reference_phase1_service.py::test_orchestrator_wires_phase1_service", "tests/services/test_reference_phase1_service.py::test_phase1_run_signature", "tests/services/test_reference_phase2_service.py::test_orchestrator_wires_phase2_service", "tests/services/test_reference_phase2_service.py::test_phase2_get_style_context_signature", "tests/services/test_reference_phase2_service.py::test_phase2_run_signature", "tests/services/test_reference_phase3_service.py::test_orchestrator_wires_phase3_service", "tests/services/test_reference_phase3_service.py::test_phase3_run_signature", "tests/services/test_reference_pipeline_orchestrator.py::test_facade_wires_pipeline_orchestrator", "tests/services/test_reference_pipeline_orchestrator.py::test_generate_base_references_delegates_with_skip_true", "tests/services/test_reference_pipeline_orchestrator.py::test_generate_composites_delegates_with_skip_false", "tests/services/test_reference_pipeline_orchestrator.py::test_generate_reference_images_only_delegates", "tests/services/test_reference_pipeline_orchestrator.py::test_run_rejects_full_mode_early_validation", "tests/services/test_reference_pipeline_orchestrator.py::test_run_rejects_unknown_mode_early_validation", "tests/services/test_reference_pipeline_orchestrator.py::test_run_signature_preserved", "tests/services/test_registered_pose_guide_service.py::test_cache_hit_skips_regeneration", "tests/services/test_registered_pose_guide_service.py::test_concurrent_same_group_generates_once", "tests/services/test_registered_pose_guide_service.py::test_gate_no_bg_returns_none_no_white_fallback", "tests/services/test_registered_pose_guide_service.py::test_gate_no_contract_returns_none", "tests/services/test_registered_pose_guide_service.py::test_generation_writes_cache_and_status", "tests/services/test_registered_pose_guide_service.py::test_hash_sensitive_to_anchor_change", "tests/services/test_registered_pose_guide_service.py::test_make_underlay_variants_produce_valid_png", "tests/services/test_registered_pose_guide_service.py::test_prompt_carries_contract_no_scenario_tokens", "tests/services/test_relation_delta_sync.py::test_delta_deletes_gone_relations", "tests/services/test_relation_delta_sync.py::test_delta_inserts_new_when_empty_existing", "tests/services/test_relation_delta_sync.py::test_delta_mixed_scenario", "tests/services/test_relation_delta_sync.py::test_delta_noop_when_reason_matches", "tests/services/test_relation_delta_sync.py::test_delta_skips_existing_with_missing_participant", "tests/services/test_relation_delta_sync.py::test_delta_skips_unknown_short_id", "tests/services/test_relation_delta_sync.py::test_delta_updates_reason_only_when_identity_preserved", "tests/services/test_scene_checkpoint_loaders.py::test_base_shot_dependency_without_t2i_annotation_reads_empty_keep_elements", "tests/services/test_scene_checkpoint_loaders.py::test_c1_loader_rejects_legacy_string_entry", "tests/services/test_scene_checkpoint_loaders.py::test_c2_loader_rejects_malformed_dict", "tests/services/test_scene_checkpoint_loaders.py::test_c3_loader_rejects_unknown_kind", "tests/services/test_scene_checkpoint_loaders.py::test_c3b_loader_rejects_non_string_label", "tests/services/test_scene_checkpoint_loaders.py::test_c3c_loader_rejects_missing_keep_elements_key", "tests/services/test_scene_checkpoint_loaders.py::test_c4_loader_accepts_valid_dict_entries", "tests/services/test_scene_checkpoint_loaders.py::test_c4b_loader_rejects_legacy_v6_immobilized_character", "tests/services/test_scene_checkpoint_loaders.py::test_c5_loader_broad_except_does_not_absorb_apperror", "tests/services/test_scene_checkpoint_loaders.py::test_c6_loader_warning_on_json_parse_failure", "tests/services/test_scene_checkpoint_loaders.py::test_chain_bg_suppressed_for_no_plate_diagnosed_shots", "tests/services/test_scene_checkpoint_loaders.py::test_chain_bg_suppressed_for_plate_action_no_plate", "tests/services/test_scene_checkpoint_loaders.py::test_chain_bg_unassigned_without_legacy_gets_sentinel", "tests/services/test_scene_checkpoint_loaders.py::test_load_background_chain_bg_map_d5_invariant_all_entries_have_bg_id_and_location_id", "tests/services/test_scene_checkpoint_loaders.py::test_load_background_chain_bg_map_d5_phase4_legacy_entry_includes_bg_id_and_location_id", "tests/services/test_scene_checkpoint_loaders.py::test_load_background_chain_bg_map_d5_phase7_entry_includes_bg_id_and_location_id", "tests/services/test_scene_checkpoint_loaders.py::test_load_background_chain_bg_map_first_match_wins", "tests/services/test_scene_checkpoint_loaders.py::test_load_background_chain_bg_map_happy_path", "tests/services/test_scene_checkpoint_loaders.py::test_load_background_chain_bg_map_malformed_returns_empty", "tests/services/test_scene_checkpoint_loaders.py::test_load_background_chain_bg_map_missing_checkpoint_returns_empty", "tests/services/test_scene_checkpoint_loaders.py::test_load_background_chain_bg_map_phase7_groups_shape", "tests/services/test_scene_checkpoint_loaders.py::test_load_background_chain_bg_map_phase7_invalid_shot_id_skipped", "tests/services/test_scene_checkpoint_loaders.py::test_load_background_chain_bg_map_phase7_priority_over_phase5", "tests/services/test_scene_checkpoint_loaders.py::test_load_background_chain_bg_map_read_failure_isolates_to_one_entry", "tests/services/test_scene_checkpoint_loaders.py::test_load_background_chain_bg_map_skips_missing_files", "tests/services/test_scene_checkpoint_loaders.py::test_load_background_chain_bg_map_space_overlay_respects_chain_gate", "tests/services/test_scene_checkpoint_loaders.py::test_load_background_chain_bg_map_space_overlay_wins", "tests/services/test_scene_checkpoint_loaders.py::test_load_background_chain_bg_map_toggle_off_ignores_checkpoint", "tests/services/test_scene_checkpoint_loaders.py::test_load_set_design_bg_map_disabled_returns_empty", "tests/services/test_scene_checkpoint_loaders.py::test_load_set_design_bg_map_malformed_returns_empty", "tests/services/test_scene_checkpoint_loaders.py::test_load_set_design_bg_map_shot_backgrounds_v2", "tests/services/test_scene_checkpoint_loaders.py::test_load_set_design_bg_map_v1_base_images_fallback", "tests/services/test_scene_checkpoint_loaders.py::test_load_shot_dependency_map_legacy_removal_instruction", "tests/services/test_scene_checkpoint_loaders.py::test_load_shot_dependency_map_only_first_location_ref", "tests/services/test_scene_checkpoint_loaders.py::test_load_shot_dependency_map_prefers_t2i_variant", "tests/services/test_scene_checkpoint_loaders.py::test_load_shot_staging_map_indexes_by_scene_shot", "tests/services/test_scene_checkpoint_loaders.py::test_load_shot_staging_map_malformed_returns_empty", "tests/services/test_scene_checkpoint_loaders.py::test_load_shot_staging_map_missing_returns_empty", "tests/services/test_scene_checkpoint_loaders.py::test_load_space_set_bg_map_flag_off_returns_empty", "tests/services/test_scene_checkpoint_loaders.py::test_load_space_set_bg_map_happy_path", "tests/services/test_scene_checkpoint_loaders.py::test_load_space_set_bg_map_reads_derived_plate_png", 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"tests/test_w20f_narrow_wave.py::test_f3_unknown_owned_token_dropped_into_diagnostics", "tests/test_w20f_narrow_wave.py::test_f5_anchor_candidate_surface_ramps_when_no_clean", "tests/test_w20f_narrow_wave.py::test_f6_floor_plan_scope_filter_drops_orphan_bg_and_cascades", "tests/test_w20f_narrow_wave.py::test_f9_camera_only_failure_classifier", "tests/test_zz_probe.py::test_probe", "tests/test_zz_shared_db_lifetime_repro.py::test_z_schema_survives_a_dropping_file", "tests/tools/test_ab_arm_b_excludes_rows_not_reviews.py::test_ablating_removes_only_those_rows_and_records_it", "tests/tools/test_ab_arm_b_excludes_rows_not_reviews.py::test_an_unknown_subject_stops", "tests/tools/test_ab_arm_b_excludes_rows_not_reviews.py::test_reproject_reads_the_raw_checkpoint_not_the_reviews", "tests/tools/test_ab_arm_b_excludes_rows_not_reviews.py::test_the_clone_command_no_longer_deletes_reviews", "tests/tools/test_ab_output_claim.py::test_png_하나만_있어도_선다", "tests/tools/test_ab_output_claim.py::test_runs_json_만_있어도_선다", "tests/tools/test_ab_output_claim.py::test_기존_산출이_있으면_gen_무호출로_선다[carried_name_ab-out_names0]", "tests/tools/test_ab_output_claim.py::test_기존_산출이_있으면_gen_무호출로_선다[carried_name_regen_ab-out_names1]", "tests/tools/test_ab_output_claim.py::test_빈_자리는_잡는다", "tests/tools/test_ab_output_claim.py::test_새_run_id_는_통과한다", "tests/tools/test_ab_output_claim.py::test_이미_쓴_run_id_는_다시_안_준다", "tests/tools/test_ab_output_claim.py::test_지우라고_하지_않는다", "tests/tools/test_canary_reentry_forces_after_drift.py::TestPlanReentryTable::test_clean_completed_step_is_reused_with_cap_zero", "tests/tools/test_canary_reentry_forces_after_drift.py::TestPlanReentryTable::test_drift_with_an_approved_transition_forces", "tests/tools/test_canary_reentry_forces_after_drift.py::TestPlanReentryTable::test_drift_without_a_transition_stops", "tests/tools/test_canary_reentry_forces_after_drift.py::TestPlanReentryTable::test_unfinished_runs_normally_and_a_reopened_completed_step_is_forced", "tests/tools/test_canary_reentry_forces_after_drift.py::TestTheChunkStepPersistsItsOwnFingerprint::test_execute_returns_config_hash_next_to_the_quarantine_ledger", "tests/tools/test_canary_reentry_forces_after_drift.py::TestTheHelpersAskTheRealThings::test_drift_comes_from_the_runners_own_check", "tests/tools/test_canary_reentry_forces_after_drift.py::TestTheHelpersAskTheRealThings::test_not_applicable_steps_are_not_asked_for_drift", "tests/tools/test_canary_reentry_forces_after_drift.py::TestTheHelpersAskTheRealThings::test_transition_must_point_at_head", "tests/tools/test_canary_reentry_forces_after_drift.py::TestThereIsNoSelfOnlyRerunLane::test_an_adopted_step_has_no_drift_and_is_reused_at_cap_zero", "tests/tools/test_canary_reentry_forces_after_drift.py::TestThereIsNoSelfOnlyRerunLane::test_plan_reentry_has_no_acked_axis", "tests/tools/test_preflight_outfit_resolution_pg.py::test_굽는_샷이_깨져_있으면_막는다", "tests/tools/test_preflight_outfit_resolution_pg.py::test_굽는_샷이_다_풀리면_통과", "tests/tools/test_preflight_outfit_resolution_pg.py::test_굽을_샷이_없으면_미확정", "tests/tools/test_preflight_outfit_resolution_pg.py::test_배정이_하나도_없으면_통과가_아니라_미확정", "tests/tools/test_preflight_outfit_resolution_pg.py::test_안_굽는_행이_깨져_있어도_통과한다", "tests/unit/test_all_provider_calls_are_traced.py::test_direct_provider_calls_carry_opik_tracing", "tests/unit/test_all_provider_calls_are_traced.py::test_scanner_actually_finds_the_known_sites", "tests/unit/test_all_provider_calls_are_traced.py::test_scanner_catches_each_call_syntax", "tests/unit/test_all_provider_calls_are_traced.py::test_scanner_does_not_cry_wolf", "tests/unit/test_all_provider_calls_are_traced.py::test_scanner_still_sees_a_real_call_site", "tests/unit/test_all_provider_calls_are_traced.py::test_scanner_urlopen_needs_provider_host", "tests/unit/test_background_prompt_owned_schema.py::TestValidateBgPromptOwnedField::test_all_korean_owned_fails", "tests/unit/test_background_prompt_owned_schema.py::TestValidateBgPromptOwnedField::test_cjk_ideograph_owned_fails", "tests/unit/test_background_prompt_owned_schema.py::TestValidateBgPromptOwnedField::test_empty_list_fails", "tests/unit/test_background_prompt_owned_schema.py::TestValidateBgPromptOwnedField::test_japanese_kana_owned_fails", "tests/unit/test_background_prompt_owned_schema.py::TestValidateBgPromptOwnedField::test_korean_mixed_owned_raises_not_silent_drop", "tests/unit/test_background_prompt_owned_schema.py::TestValidateBgPromptOwnedField::test_missing_field_fails", "tests/unit/test_background_prompt_owned_schema.py::TestValidateBgPromptOwnedField::test_non_list_fails", "tests/unit/test_background_prompt_owned_schema.py::TestValidateBgPromptOwnedField::test_normalize_all_whitespace_fails_after_normalize", "tests/unit/test_background_prompt_owned_schema.py::TestValidateBgPromptOwnedField::test_normalize_drops_all_blank_then_fails", "tests/unit/test_background_prompt_owned_schema.py::TestValidateBgPromptOwnedField::test_normalizes_in_place_strip_dedupe_sort", "tests/unit/test_background_prompt_owned_schema.py::TestValidateBgPromptOwnedField::test_pure_ascii_passes", "tests/unit/test_background_prompt_owned_schema.py::TestValidateBgPromptOwnedField::test_valid_passes", "tests/unit/test_background_unmanned.py::test_audit_fields_subset_and_off_empty", "tests/unit/test_background_unmanned.py::test_clauses_are_generic_english", "tests/unit/test_background_unmanned.py::test_gate_judge_error_fails_open", "tests/unit/test_background_unmanned.py::test_gate_noop_on_failed_render", "tests/unit/test_background_unmanned.py::test_gate_pass_records_verdict", "tests/unit/test_background_unmanned.py::test_gate_retry_budget_exception_restores_then_reraises", "tests/unit/test_background_unmanned.py::test_gate_retry_exception_restores_and_audits", "tests/unit/test_background_unmanned.py::test_gate_retry_failure_restores_original", "tests/unit/test_background_unmanned.py::test_gate_schema_shape", "tests/unit/test_background_unmanned.py::test_gate_still_violating_marks_audit", "tests/unit/test_background_unmanned.py::test_gate_violation_retries_once_and_rejudges", "tests/unit/test_background_unmanned.py::test_render_prompt_off_is_byte_identical", "tests/unit/test_background_unmanned.py::test_render_prompt_on_attaches_clause", "tests/unit/test_background_unmanned.py::test_resolve_prompt_version", "tests/unit/test_background_unmanned.py::test_step_entry_sites_all_spread_audit_fields", "tests/unit/test_bgfirst_candidate_authority.py::test_chain_reassembly_keeps_handled_by", "tests/unit/test_bgfirst_candidate_authority.py::test_every_candidate_prompt_agrees_with_its_own_refs", "tests/unit/test_bgfirst_candidate_authority.py::test_ordinary_bgfirst_uses_chain_prompt_without_lane_prev", "tests/unit/test_body_identity_gets_no_outfit_photo.py::test_phase3_drops_the_outfit_image_only_for_body_identity", "tests/unit/test_body_identity_gets_no_outfit_photo.py::test_the_derive_prompt_carries_the_garment_as_text", "tests/unit/test_body_identity_gets_no_outfit_photo.py::test_the_human_composite_still_shows_the_outfit_photo", "tests/unit/test_body_is_identity_reference.py::test_batch_and_manual_read_the_same_judgment", "tests/unit/test_body_is_identity_reference.py::test_composite_reuse_is_bound_to_the_base_reference", "tests/unit/test_body_is_identity_reference.py::test_composite_step_picks_the_derive_path", "tests/unit/test_body_is_identity_reference.py::test_derive_prompt_exists_and_protects_the_body", "tests/unit/test_body_is_identity_reference.py::test_ethnicity_is_only_written_when_the_text_says_so", "tests/unit/test_body_is_identity_reference.py::test_human_composite_prompt_is_unchanged", "tests/unit/test_body_is_identity_reference.py::test_names_do_not_carry_invented_ethnicity", "tests/unit/test_body_is_identity_reference.py::test_null_outlook_is_not_a_borrowed_garment", "tests/unit/test_body_is_identity_reference.py::test_phase1_asks_for_body_identity_characters", "tests/unit/test_body_is_identity_reference.py::test_phase1_prompt_separates_the_two_questions", "tests/unit/test_body_is_identity_reference.py::test_reference_entity_type_helper_splits_the_two_questions", "tests/unit/test_body_is_identity_reference.py::test_reference_type_uses_both_questions", "tests/unit/test_body_is_identity_reference.py::test_t2i_pack_has_the_nonhuman_exception", "tests/unit/test_body_is_identity_reference.py::test_the_context_carries_it", "tests/unit/test_body_is_identity_reference.py::test_the_derive_template_is_actually_selected", "tests/unit/test_body_is_identity_reference.py::test_the_step_keeps_the_list", "tests/unit/test_broll_variation_camera_lock.py::test_assembly_and_fingerprint_read_the_same_stem", "tests/unit/test_broll_variation_camera_lock.py::test_first_roll_is_untouched", "tests/unit/test_broll_variation_camera_lock.py::test_single_label_gets_no_variation", "tests/unit/test_broll_variation_camera_lock.py::test_stem_split_follows_the_backend[False-broll_composition_variation]", "tests/unit/test_broll_variation_camera_lock.py::test_stem_split_follows_the_backend[True-broll_composition_variation_compact]", "tests/unit/test_broll_variation_camera_lock.py::test_variation_candidate_names_what_stays_locked[17]", "tests/unit/test_broll_variation_camera_lock.py::test_variation_candidate_names_what_stays_locked[]", "tests/unit/test_broll_variation_camera_lock.py::test_variation_candidate_never_negates_the_camera_contract[17]", "tests/unit/test_broll_variation_camera_lock.py::test_variation_candidate_never_negates_the_camera_contract[]", "tests/unit/test_broll_variation_camera_lock.py::test_variation_candidate_still_opens_angle_and_height[17]", "tests/unit/test_broll_variation_camera_lock.py::test_variation_candidate_still_opens_angle_and_height[]", "tests/unit/test_broll_variation_camera_lock.py::test_variation_clause_points_at_nothing_that_may_be_absent[17]", "tests/unit/test_broll_variation_camera_lock.py::test_variation_clause_points_at_nothing_that_may_be_absent[]", "tests/unit/test_build_scale.py::test_a_row_without_a_relation_is_excluded", "tests/unit/test_build_scale.py::test_empty_input_renders_nothing", "tests/unit/test_build_scale.py::test_it_is_wired_into_the_t2i_context", "tests/unit/test_build_scale.py::test_no_evidence_means_empty", "tests/unit/test_build_scale.py::test_one_gate_serves_both_consumers", "tests/unit/test_build_scale.py::test_only_quoted_comparisons_reach_the_image", "tests/unit/test_build_scale.py::test_the_block_says_what_to_do_with_it", "tests/unit/test_build_scale.py::test_the_detail_record_keeps_the_raw_field", "tests/unit/test_build_scale.py::test_the_pack_asks_for_size_as_a_comparison", "tests/unit/test_build_scale.py::test_the_pack_says_it_is_not_the_banned_body_description", "tests/unit/test_build_scale.py::test_the_scale_reaches_stable_traits_through_visual_traits", "tests/unit/test_build_scale.py::test_the_schema_carries_the_field", "tests/unit/test_build_scale.py::test_the_t2i_save_carries_both_the_sentence_and_the_raw", "tests/unit/test_built_space_generic.py::test_both_sides_still_ask_for_the_count", "tests/unit/test_built_space_generic.py::test_no_live_stem_in_either_pack_names_a_vehicle", "tests/unit/test_built_space_generic.py::test_the_generator_does_not_enumerate_fittings", "tests/unit/test_built_space_generic.py::test_the_generator_names_no_vehicle", "tests/unit/test_built_space_generic.py::test_the_generator_still_forbids_adding_or_moving", "tests/unit/test_built_space_generic.py::test_the_judge_names_no_vehicle", "tests/unit/test_built_space_generic.py::test_the_judge_still_calls_a_duplicate_a_hard_violation", "tests/unit/test_built_space_generic.py::test_the_old_packs_are_untouched", "tests/unit/test_built_space_generic.py::test_the_two_sides_move_together", "tests/unit/test_canary_3defects_fix.py::TestConfigHashGateFailClosed::test_step_local_hash_exception_propagates", "tests/unit/test_canary_3defects_fix.py::TestConfigHashGateFailClosed::test_without_step_local_hash_fallback_unchanged", "tests/unit/test_canary_3defects_fix.py::TestEraCachedWrapper::test_era_on_outer_hash_folds_search_contract", "tests/unit/test_canary_3defects_fix.py::TestEraCachedWrapper::test_era_preserve_truth_table", "tests/unit/test_canary_3defects_fix.py::TestEraCachedWrapper::test_fail_record_is_monotonic_per_attempt", "tests/unit/test_canary_3defects_fix.py::TestEraCachedWrapper::test_negative_assess_cached_once", "tests/unit/test_canary_3defects_fix.py::TestEraCachedWrapper::test_outcome_failed_vs_non_target", "tests/unit/test_canary_3defects_fix.py::TestEraCachedWrapper::test_policy_version_bumped_for_coverage", "tests/unit/test_canary_3defects_fix.py::TestEraCachedWrapper::test_preserve_incomplete_is_step_unseal_exception", "tests/unit/test_canary_3defects_fix.py::TestEraCachedWrapper::test_ref_identity_folds_search_contract", "tests/unit/test_canary_3defects_fix.py::TestEraCachedWrapper::test_research_cached_and_file_verified", "tests/unit/test_canary_3defects_fix.py::TestEraCachedWrapper::test_research_failure_memo_bounds_same_walk", "tests/unit/test_canary_3defects_fix.py::TestEraCachedWrapper::test_research_failure_not_cached", "tests/unit/test_canary_3defects_fix.py::TestEraGroupbgCachedWiring::test_no_direct_era_calls_in_still_recipe_service", "tests/unit/test_canary_3defects_fix.py::TestPrevPeopleRule::test_cast_unknown_returns_empty", "tests/unit/test_canary_3defects_fix.py::TestPrevPeopleRule::test_continues_clause_scoped_vs_legacy", "tests/unit/test_canary_3defects_fix.py::TestPrevPeopleRule::test_default_is_legacy_unconditional_lock", "tests/unit/test_canary_3defects_fix.py::TestPrevPeopleRule::test_no_overlap_forbids_carrying_people", "tests/unit/test_canary_3defects_fix.py::TestPrevPeopleRule::test_overlap_locks_only_shared_names", "tests/unit/test_canary_3defects_fix.py::TestSignageSection::test_author_schema_shape", "tests/unit/test_canary_3defects_fix.py::TestSignageSection::test_empty_inscriptions_render_nothing", "tests/unit/test_canary_3defects_fix.py::TestSignageSection::test_renders_supplied_lines_and_prompt_carries_them", "tests/unit/test_card_spatial_scope.py::test_close_면_wide_medium_규칙이_걷힌다", "tests/unit/test_card_spatial_scope.py::test_framing_이_확정이_아니면_안_걷는다[None]", "tests/unit/test_card_spatial_scope.py::test_framing_이_확정이_아니면_안_걷는다[\\uc54c\\uc218\\uc5c6\\ub294\\uac12]", "tests/unit/test_card_spatial_scope.py::test_framing_이_확정이_아니면_안_걷는다[]", "tests/unit/test_card_spatial_scope.py::test_framing_이_확정이_아니면_안_걷는다[insert]", "tests/unit/test_card_spatial_scope.py::test_medium_wide_면_close_규칙이_걷히고_위험한_문장이_사라진다[medium]", "tests/unit/test_card_spatial_scope.py::test_medium_wide_면_close_규칙이_걷히고_위험한_문장이_사라진다[wide]", "tests/unit/test_card_spatial_scope.py::test_걷어도_왜_해당없는지가_남는다", "tests/unit/test_card_spatial_scope.py::test_걷힌_자리가_망가지면_validator_가_잡는다[나쁜값0-\\uc0ac\\uc720\\uac00 \\ube44\\uc5c8\\ub2e4]", "tests/unit/test_card_spatial_scope.py::test_걷힌_자리가_망가지면_validator_가_잡는다[나쁜값1-\\uc0ac\\uc720 \\uce78\\uc774 \\uc5c6\\ub2e4]", "tests/unit/test_card_spatial_scope.py::test_걷힌_자리가_망가지면_validator_가_잡는다[나쁜값2-\\uc608\\uc0c1 \\ubc16 \\ud0a4]", "tests/unit/test_card_spatial_scope.py::test_꺼져_있으면_입력_그대로[0-None]", "tests/unit/test_card_spatial_scope.py::test_꺼져_있으면_입력_그대로[0-close]", "tests/unit/test_card_spatial_scope.py::test_꺼져_있으면_입력_그대로[0-insert]", "tests/unit/test_card_spatial_scope.py::test_꺼져_있으면_입력_그대로[0-medium]", "tests/unit/test_card_spatial_scope.py::test_꺼져_있으면_입력_그대로[0-wide]", "tests/unit/test_card_spatial_scope.py::test_꺼져_있으면_입력_그대로[1-None]", "tests/unit/test_card_spatial_scope.py::test_꺼져_있으면_입력_그대로[1-close]", "tests/unit/test_card_spatial_scope.py::test_꺼져_있으면_입력_그대로[1-insert]", "tests/unit/test_card_spatial_scope.py::test_꺼져_있으면_입력_그대로[1-medium]", "tests/unit/test_card_spatial_scope.py::test_꺼져_있으면_입력_그대로[1-wide]", "tests/unit/test_card_spatial_scope.py::test_꺼져_있으면_입력_그대로[2-None]", "tests/unit/test_card_spatial_scope.py::test_꺼져_있으면_입력_그대로[2-close]", "tests/unit/test_card_spatial_scope.py::test_꺼져_있으면_입력_그대로[2-insert]", "tests/unit/test_card_spatial_scope.py::test_꺼져_있으면_입력_그대로[2-medium]", "tests/unit/test_card_spatial_scope.py::test_꺼져_있으면_입력_그대로[2-wide]", "tests/unit/test_card_spatial_scope.py::test_꺼져_있으면_입력_그대로[3-None]", "tests/unit/test_card_spatial_scope.py::test_꺼져_있으면_입력_그대로[3-close]", "tests/unit/test_card_spatial_scope.py::test_꺼져_있으면_입력_그대로[3-insert]", "tests/unit/test_card_spatial_scope.py::test_꺼져_있으면_입력_그대로[3-medium]", "tests/unit/test_card_spatial_scope.py::test_꺼져_있으면_입력_그대로[3-wide]", "tests/unit/test_card_spatial_scope.py::test_꺼져_있으면_입력_그대로[None-None]", "tests/unit/test_card_spatial_scope.py::test_꺼져_있으면_입력_그대로[None-close]", "tests/unit/test_card_spatial_scope.py::test_꺼져_있으면_입력_그대로[None-insert]", "tests/unit/test_card_spatial_scope.py::test_꺼져_있으면_입력_그대로[None-medium]", "tests/unit/test_card_spatial_scope.py::test_꺼져_있으면_입력_그대로[None-wide]", "tests/unit/test_card_spatial_scope.py::test_끝점_꺼져_있으면_카드가_한_글자도_안_다르다", "tests/unit/test_card_spatial_scope.py::test_끝점_네_framing_갈래가_모두_카드까지_간다[close-걷혀야0]", "tests/unit/test_card_spatial_scope.py::test_끝점_네_framing_갈래가_모두_카드까지_간다[insert-걷혀야3]", "tests/unit/test_card_spatial_scope.py::test_끝점_네_framing_갈래가_모두_카드까지_간다[medium-걷혀야2]", "tests/unit/test_card_spatial_scope.py::test_끝점_네_framing_갈래가_모두_카드까지_간다[wide-걷혀야1]", "tests/unit/test_card_spatial_scope.py::test_끝점_카드가_validator_를_통과한다[False]", "tests/unit/test_card_spatial_scope.py::test_끝점_카드가_validator_를_통과한다[True]", "tests/unit/test_card_spatial_scope.py::test_끝점_켜면_실제로_걷히고_카드는_산다", "tests/unit/test_card_spatial_scope.py::test_세_이름은_언제나_남는다[1-None]", "tests/unit/test_card_spatial_scope.py::test_세_이름은_언제나_남는다[1-close]", "tests/unit/test_card_spatial_scope.py::test_세_이름은_언제나_남는다[1-insert]", "tests/unit/test_card_spatial_scope.py::test_세_이름은_언제나_남는다[1-medium]", "tests/unit/test_card_spatial_scope.py::test_세_이름은_언제나_남는다[1-wide]", "tests/unit/test_card_spatial_scope.py::test_세_이름은_언제나_남는다[2-None]", "tests/unit/test_card_spatial_scope.py::test_세_이름은_언제나_남는다[2-close]", "tests/unit/test_card_spatial_scope.py::test_세_이름은_언제나_남는다[2-insert]", "tests/unit/test_card_spatial_scope.py::test_세_이름은_언제나_남는다[2-medium]", "tests/unit/test_card_spatial_scope.py::test_세_이름은_언제나_남는다[2-wide]", "tests/unit/test_card_spatial_scope.py::test_세_이름은_언제나_남는다[None-None]", "tests/unit/test_card_spatial_scope.py::test_세_이름은_언제나_남는다[None-close]", "tests/unit/test_card_spatial_scope.py::test_세_이름은_언제나_남는다[None-insert]", "tests/unit/test_card_spatial_scope.py::test_세_이름은_언제나_남는다[None-medium]", "tests/unit/test_card_spatial_scope.py::test_세_이름은_언제나_남는다[None-wide]", "tests/unit/test_card_spatial_scope.py::test_인물_수는_C축으로_센다[None-None]", "tests/unit/test_card_spatial_scope.py::test_인물_수는_C축으로_센다[ve1-0]", "tests/unit/test_card_spatial_scope.py::test_인물_수는_C축으로_센다[ve2-1]", "tests/unit/test_card_spatial_scope.py::test_인물_수는_C축으로_센다[ve3-2]", "tests/unit/test_card_spatial_scope.py::test_인물_수는_C축으로_센다[ve4-0]", "tests/unit/test_card_spatial_scope.py::test_인물_수는_C축으로_센다[ve5-2]", "tests/unit/test_card_spatial_scope.py::test_인물이_둘_이상이거나_모르면_안_걷는다[2]", "tests/unit/test_card_spatial_scope.py::test_인물이_둘_이상이거나_모르면_안_걷는다[3]", "tests/unit/test_card_spatial_scope.py::test_인물이_둘_이상이거나_모르면_안_걷는다[None]", "tests/unit/test_card_spatial_scope.py::test_인물이_한_명_이하면_두_인물_규칙이_걷힌다[0]", "tests/unit/test_card_spatial_scope.py::test_인물이_한_명_이하면_두_인물_규칙이_걷힌다[1]", "tests/unit/test_card_spatial_scope.py::test_전략_medium_샷의_close_지시가_사라진다", "tests/unit/test_card_spatial_scope.py::test_전략_꺼져_있으면_그대로다", "tests/unit/test_card_spatial_scope.py::test_전략_실제로_얼마나_줄었나", "tests/unit/test_card_spatial_scope.py::test_지문_꺼져_있으면_옛_지문이_보존된다", "tests/unit/test_card_spatial_scope.py::test_지문_플래그가_켜지면_config_hash_가_갈린다", "tests/unit/test_card_spatial_scope.py::test_지시_꺼져_있으면_그대로다[0]", "tests/unit/test_card_spatial_scope.py::test_지시_꺼져_있으면_그대로다[1]", "tests/unit/test_card_spatial_scope.py::test_지시_꺼져_있으면_그대로다[2]", "tests/unit/test_card_spatial_scope.py::test_지시_꺼져_있으면_그대로다[3]", "tests/unit/test_card_spatial_scope.py::test_지시_꺼져_있으면_그대로다[None]", "tests/unit/test_card_spatial_scope.py::test_지시_끝점_인물이_둘이면_규칙도_지시도_남는다", "tests/unit/test_card_spatial_scope.py::test_지시_끝점_카드에서도_같이_빠진다", "tests/unit/test_card_spatial_scope.py::test_지시_둘_이상이거나_모르면_그대로다[2]", "tests/unit/test_card_spatial_scope.py::test_지시_둘_이상이거나_모르면_그대로다[3]", "tests/unit/test_card_spatial_scope.py::test_지시_둘_이상이거나_모르면_그대로다[None]", "tests/unit/test_card_spatial_scope.py::test_지시_인물_한_명_이하면_두_인물_지시가_빠진다[0]", "tests/unit/test_card_spatial_scope.py::test_지시_인물_한_명_이하면_두_인물_지시가_빠진다[1]", "tests/unit/test_carried_people_scope.py::test_a_legacy_row_can_still_be_read_for_audit", "tests/unit/test_carried_people_scope.py::test_a_legacy_row_stops_before_a_new_image_is_bought", "tests/unit/test_carried_people_scope.py::test_a_malformed_person_entry_is_skipped_not_crashed", "tests/unit/test_carried_people_scope.py::test_a_name_outside_the_roster_never_reaches_the_prompt", "tests/unit/test_carried_people_scope.py::test_a_person_without_a_resolved_id_is_not_injected", "tests/unit/test_carried_people_scope.py::test_a_plate_shot_gets_no_person_at_all", "tests/unit/test_carried_people_scope.py::test_a_plate_shot_with_only_people_yields_nothing", "tests/unit/test_carried_people_scope.py::test_an_empty_legacy_row_does_not_stop_anything", "tests/unit/test_carried_people_scope.py::test_an_empty_pose_fix_does_not_erase_the_authored_state", "tests/unit/test_carried_people_scope.py::test_an_empty_row_yields_nothing", "tests/unit/test_carried_people_scope.py::test_author_output_reaches_the_outgoing_prompt", "tests/unit/test_carried_people_scope.py::test_char_sids_reads_the_type_off_the_row", "tests/unit/test_carried_people_scope.py::test_every_step_class_owns_the_methods_it_must_implement", "tests/unit/test_carried_people_scope.py::test_every_visible_person_reaches_the_prompt", "tests/unit/test_carried_people_scope.py::test_matching_is_by_id_not_by_name", "tests/unit/test_carried_people_scope.py::test_no_assembly_site_reads_the_raw_value_itself", "tests/unit/test_carried_people_scope.py::test_no_consumer_looks_up_continuity_with_the_wrong_tag_shape", "tests/unit/test_carried_people_scope.py::test_no_lookup_key_is_built_in_the_wrong_tag_shape", "tests/unit/test_carried_people_scope.py::test_objects_always_reach_the_prompt", "tests/unit/test_carried_people_scope.py::test_offscreen_effects_reach_the_prompt", "tests/unit/test_carried_people_scope.py::test_only_the_people_visible_in_this_shot_reach_the_prompt", "tests/unit/test_carried_people_scope.py::test_people_that_cannot_be_attached_are_reported", "tests/unit/test_carried_people_scope.py::test_the_conti_step_declares_what_it_now_consumes", "tests/unit/test_carried_people_scope.py::test_the_contract_change_is_folded_into_the_step_identity", "tests/unit/test_carried_people_scope.py::test_the_data_decides_how_a_stored_row_is_read", "tests/unit/test_carried_people_scope.py::test_the_filter_never_returns_a_bare_heading[False]", "tests/unit/test_carried_people_scope.py::test_the_filter_never_returns_a_bare_heading[True]", "tests/unit/test_carried_people_scope.py::test_the_lane_path_imports_what_it_calls", "tests/unit/test_carried_people_scope.py::test_the_old_pack_gets_no_roster_in_carried", "tests/unit/test_carried_people_scope.py::test_the_old_pack_still_produces_the_old_shape", "tests/unit/test_carried_people_scope.py::test_the_order_is_fixed", "tests/unit/test_carried_people_scope.py::test_the_pack_content_is_folded_into_the_step_identity", "tests/unit/test_carried_people_scope.py::test_the_pack_version_decides_what_the_author_produces", "tests/unit/test_carried_people_scope.py::test_the_roster_actually_reaches_the_carried_call", "tests/unit/test_carried_people_scope.py::test_the_still_pipeline_still_depends_on_continuity", "tests/unit/test_carried_people_scope.py::test_the_v2_pack_gets_no_roster_in_carried", "tests/unit/test_carried_person_name_binding.py::test_leaf_를_직접_불러_우회하는_곳이_없다", "tests/unit/test_carried_person_name_binding.py::test_objects_offscreen_순서_계약은_그대로[conti_light]", "tests/unit/test_carried_person_name_binding.py::test_objects_offscreen_순서_계약은_그대로[still]", "tests/unit/test_carried_person_name_binding.py::test_계약_version_이_비어_있지_않다", "tests/unit/test_carried_person_name_binding.py::test_그_샷에_없는_인물은_이름째로_안_들어간다[conti_light]", "tests/unit/test_carried_person_name_binding.py::test_그_샷에_없는_인물은_이름째로_안_들어간다[still]", "tests/unit/test_carried_person_name_binding.py::test_동성_대명사_두_사람이_각자_이름에_묶인다[conti_light]", "tests/unit/test_carried_person_name_binding.py::test_동성_대명사_두_사람이_각자_이름에_묶인다[still]", "tests/unit/test_carried_person_name_binding.py::test_두_소비_끝점의_outer_config_hash_가_이_계약을_접는다", "tests/unit/test_carried_person_name_binding.py::test_무인_샷은_사람_칸을_통째로_안_붙인다[conti_light]", "tests/unit/test_carried_person_name_binding.py::test_무인_샷은_사람_칸을_통째로_안_붙인다[still]", "tests/unit/test_carried_person_name_binding.py::test_이름이_비면_종전_그대로_문장만_낸다", "tests/unit/test_carried_person_name_binding.py::test_저작_문안을_한_글자도_안_고친다[conti_light]", "tests/unit/test_carried_person_name_binding.py::test_저작_문안을_한_글자도_안_고친다[still]", "tests/unit/test_character_shots_are_person_shots.py::test_already_person_shot_gets_no_extra_fields", "tests/unit/test_character_shots_are_person_shots.py::test_character_in_shot_forces_person_visible", "tests/unit/test_character_shots_are_person_shots.py::test_character_sids_come_from_ve_ids_joined_to_the_canon", "tests/unit/test_character_shots_are_person_shots.py::test_conti_step_hands_the_forced_classification_to_generation", "tests/unit/test_character_shots_are_person_shots.py::test_no_character_keeps_the_judgement", "tests/unit/test_character_state_variant_step.py::TestHelperImport::test_uses_subject_state_helper", "tests/unit/test_character_state_variant_step.py::TestStateDescriptionsRemoved::test_state_descriptions_constant_removed", "tests/unit/test_cine_fallback_slot.py::test_1_주_경로는_종전과_같다", "tests/unit/test_cine_fallback_slot.py::test_2_대체는_저장_키_파일_태그가_전부_갈린다", "tests/unit/test_cine_fallback_slot.py::test_3_승자_태그를_record_에서_읽는다", "tests/unit/test_cine_fallback_slot.py::test_4_옛_record_는_주_태그로_되돌아간다", "tests/unit/test_cine_fallback_slot.py::test_5_record_가_제_호출_태그를_담는다", "tests/unit/test_cine_fallback_slot.py::test_6_영속부가_주_태그를_손으로_안_적는다", "tests/unit/test_cine_moderation_fallback.py::test_모르는_제공자는_조용히_안_넘긴다", "tests/unit/test_cine_moderation_fallback.py::test_설정이_비면_안_넘긴다_종전_동작", "tests/unit/test_cine_moderation_fallback.py::test_신원이_지문에_실릴_모양이다", "tests/unit/test_cine_moderation_fallback.py::test_주와_같으면_안_넘긴다", "tests/unit/test_cine_moderation_fallback.py::test_주와_같은_것은_목록에서_걸러진다", "tests/unit/test_cine_moderation_fallback.py::test_주와_다른_제공자들을_순서대로_준다", "tests/unit/test_cine_moderation_fallback.py::test_주와_다른_제공자를_준다", "tests/unit/test_cine_moderation_give_up.py::test_declined_transform_costs_nothing_next_visit", "tests/unit/test_cine_moderation_give_up.py::test_first_refusal_records_but_does_not_decline", "tests/unit/test_cine_moderation_give_up.py::test_http_400_shape_counts_the_same", "tests/unit/test_cine_moderation_give_up.py::test_limit_zero_never_declines", "tests/unit/test_cine_moderation_give_up.py::test_new_source_image_retries_even_after_decline", "tests/unit/test_cine_moderation_give_up.py::test_second_refusal_declines", "tests/unit/test_cine_moderation_give_up.py::test_server_error_does_not_count_toward_giving_up", "tests/unit/test_cine_moderation_give_up.py::test_server_error_keeps_prior_moderation_count", "tests/unit/test_cine_provider_swap.py::test_405_with_an_empty_body_says_what_to_look_at", "tests/unit/test_cine_provider_swap.py::test_URLError_안에_감싸인_원인도_가른다", "tests/unit/test_cine_provider_swap.py::test_build_cine_client_matches_provider", "tests/unit/test_cine_provider_swap.py::test_default_provider_is_legacy_grok", "tests/unit/test_cine_provider_swap.py::test_edit_endpoint_takes_exactly_one_reference", "tests/unit/test_cine_provider_swap.py::test_failure_after_submit_preserves_request_id", "tests/unit/test_cine_provider_swap.py::test_failure_also_leaves_exactly_one_record", "tests/unit/test_cine_provider_swap.py::test_fetch_submitted_requires_request_id", "tests/unit/test_cine_provider_swap.py::test_fingerprint_v2_sees_the_prompt_that_actually_goes_out", "tests/unit/test_cine_provider_swap.py::test_fingerprint_v2_sensitive_to_provider_and_endpoint", "tests/unit/test_cine_provider_swap.py::test_generate_image_는_번호없는_200을_감싸지_않고_그대로_올린다", "tests/unit/test_cine_provider_swap.py::test_legacy_record_not_reused_under_reve", "tests/unit/test_cine_provider_swap.py::test_legacy_record_reused_under_grok", "tests/unit/test_cine_provider_swap.py::test_needs_retry_header_wins_over_type_table", "tests/unit/test_cine_provider_swap.py::test_new_record_carries_identity_and_is_reused", "tests/unit/test_cine_provider_swap.py::test_no_media_is_terminal_but_not_moderation", "tests/unit/test_cine_provider_swap.py::test_one_paid_job_leaves_exactly_one_record", "tests/unit/test_cine_provider_swap.py::test_pending_is_recovered_not_repurchased", "tests/unit/test_cine_provider_swap.py::test_pending_terminal_failure_clears_marker", "tests/unit/test_cine_provider_swap.py::test_pending_transient_failure_keeps_marker", "tests/unit/test_cine_provider_swap.py::test_policy_violation_is_terminal_and_reads_as_moderation", "tests/unit/test_cine_provider_swap.py::test_recovery_urls_drop_the_action_segment", "tests/unit/test_cine_provider_swap.py::test_retryable_infra_error_is_not_terminal", "tests/unit/test_cine_provider_swap.py::test_reve_endpoint_id_carries_the_fal_provider_prefix", "tests/unit/test_cine_provider_swap.py::test_reve_identity_uses_logical_endpoint", "tests/unit/test_cine_provider_swap.py::test_status_and_result_urls_drop_the_action_segment", "tests/unit/test_cine_provider_swap.py::test_submit_body_is_flat", "tests/unit/test_cine_provider_swap.py::test_submit_is_recorded_before_output", "tests/unit/test_cine_provider_swap.py::test_submit_without_request_id_is_fail_closed", "tests/unit/test_cine_provider_swap.py::test_terminal_failure_after_submit_does_not_keep_marker", "tests/unit/test_cine_provider_swap.py::test_unknown_provider_fails_loudly", "tests/unit/test_cine_provider_swap.py::test_unknown_type_is_terminal_but_not_guessed_as_moderation", "tests/unit/test_cine_provider_swap.py::test_urls_that_fal_returned_win_over_the_ones_we_build", "tests/unit/test_cine_provider_swap.py::test_v1_and_v2_fingerprints_differ", "tests/unit/test_cine_provider_swap.py::test_가져오기_실패도_남의_자리에_적지_않는다", "tests/unit/test_cine_provider_swap.py::test_결말을_못_본_기록은_최근것만_남는다", "tests/unit/test_cine_provider_swap.py::test_기록에_남긴_조회주소를_넘기면_그것을_쓴다", "tests/unit/test_cine_provider_swap.py::test_남겨둔_기록에_접수_시각도_실린다", "tests/unit/test_cine_provider_swap.py::test_남겨둔_파일이_다른_그림이면_되찾지_않는다", "tests/unit/test_cine_provider_swap.py::test_남겨둔_파일이_어긋나면_요금없이_다시_가져온다", "tests/unit/test_cine_provider_swap.py::test_다시_판정하는_갈래도_확정_전에_주인을_본다[\\ub2e4\\uc2dc \\ud310\\uc815]", "tests/unit/test_cine_provider_swap.py::test_다시_판정하는_갈래도_확정_전에_주인을_본다[\\ub418\\uc0b4\\ub9ac\\uae30]", "tests/unit/test_cine_provider_swap.py::test_답이_끊기면_다시_안_보낸다", "tests/unit/test_cine_provider_swap.py::test_새_변환은_주소_세_칸을_모두_비운다", "tests/unit/test_cine_provider_swap.py::test_실패로_끝나도_조회주소_둘을_다_남긴다", "tests/unit/test_cine_provider_swap.py::test_앞_샷의_접수_신원이_다음_샷으로_새지_않는다", "tests/unit/test_cine_provider_swap.py::test_연결이_아예_안_됐으면_다시_보낸다", "tests/unit/test_cine_provider_swap.py::test_접수_기록을_못_남기면_요금이_두_번_나가지_않는다", "tests/unit/test_cine_provider_swap.py::test_접수_기록을_못_남기면_폴링_전에_멈추고_다시_안_보낸다", "tests/unit/test_cine_provider_swap.py::test_접수_기록을_못_남기면_호출자에게_알린다", "tests/unit/test_cine_provider_swap.py::test_접수_기록이_한_번_실패해도_다음_걷기는_무료로_가져온다", "tests/unit/test_cine_provider_swap.py::test_접수_여부_모르면_다음_걷기도_다시_안_보낸다", "tests/unit/test_cine_provider_swap.py::test_조회_주소가_요청_신원에_묶인다", "tests/unit/test_cine_provider_swap.py::test_지문이_바뀌면_다시_보내되_옛_번호를_잃지_않는다", "tests/unit/test_cine_provider_swap.py::test_판정이_도는_사이에_주인이_바뀌면_확정하지_않는다", "tests/unit/test_cine_provider_swap.py::test_확정_직전에_멈춰도_다음_걷기가_다시_안_보낸다", "tests/unit/test_cine_source_asset_link.py::test_empty_source_is_tolerated", "tests/unit/test_cine_source_asset_link.py::test_fix_won", "tests/unit/test_cine_source_asset_link.py::test_missing_selected_is_not_guessed", "tests/unit/test_cine_source_asset_link.py::test_non_sel_source_is_out_of_scope", "tests/unit/test_cine_source_asset_link.py::test_original_roll_won", "tests/unit/test_cine_stage_direction.py::test_default_call_is_byte_identical", "tests/unit/test_cine_stage_direction.py::test_lighting_clause_is_not_removed_from_upstream", "tests/unit/test_cine_stage_direction.py::test_material_appends_stage_direction_clause", "tests/unit/test_cine_stage_direction.py::test_omit_drops_only_the_camera_line", "tests/unit/test_cine_stage_direction.py::test_omit_is_inert_when_there_is_no_camera_direction", "tests/unit/test_cine_stage_direction.py::test_only_the_material_that_exists_is_written", "tests/unit/test_cine_stage_direction.py::test_prompt_without_material_is_unchanged", "tests/unit/test_cine_stage_direction.py::test_selector_moves_to_v24_when_on", "tests/unit/test_cine_stage_direction.py::test_selector_stays_on_legacy_pack_when_off", "tests/unit/test_cine_stage_direction.py::test_stage_direction_gives_camera_the_viewpoint_not_the_content", "tests/unit/test_cine_stage_direction.py::test_v24_transform_stem_is_byte_identical_to_v23", "tests/unit/test_cine_stem_hash_coverage.py::test_both_stems_move_the_hash", "tests/unit/test_cine_stem_hash_coverage.py::test_the_material_pack_actually_has_the_stem", "tests/unit/test_cine_stem_hash_coverage.py::test_the_material_stem_is_not_folded_when_it_does_not_go_out", "tests/unit/test_cine_stem_hash_coverage.py::test_the_stem_names_match_what_the_assembly_loads", "tests/unit/test_cine_stem_hash_coverage.py::test_turning_the_material_on_moves_the_hash", "tests/unit/test_cine_transform_stage.py::test_budget_exceeded_propagates", "tests/unit/test_cine_transform_stage.py::test_cine_fingerprint_sensitive_to_each_input", "tests/unit/test_cine_transform_stage.py::test_cine_pack_stem_loads_default_prompt", "tests/unit/test_cine_transform_stage.py::test_failure_falls_back_records_error", "tests/unit/test_cine_transform_stage.py::test_fresh_run_calls_client_writes_file_and_record", "tests/unit/test_cine_transform_stage.py::test_missing_file_with_prior_success_reruns", "tests/unit/test_cine_transform_stage.py::test_persist_env_flag_appends_when_missing", "tests/unit/test_cine_transform_stage.py::test_persist_env_flag_missing_file_raises", "tests/unit/test_cine_transform_stage.py::test_persist_env_flag_replaces_only_target_line", "tests/unit/test_cine_transform_stage.py::test_prior_failure_retries_on_next_visit", "tests/unit/test_cine_transform_stage.py::test_reuse_skips_client_and_keeps_records_stable", "tests/unit/test_cine_transform_stage.py::test_scene_image_step_hash_folds_cine_contract", "tests/unit/test_cine_transform_stage.py::test_scene_image_step_hash_stamps_cine_on_only", "tests/unit/test_cine_transform_stage.py::test_sel_bytes_change_reruns", "tests/unit/test_cine_transform_stage.py::test_settings_put_keeps_runtime_off_when_persist_fails", "tests/unit/test_cine_transform_stage.py::test_stem_hash_change_reruns", "tests/unit/test_cine_transform_stage.py::test_공용_전송불명_예외도_다시_안_보내게_표식을_남긴다", "tests/unit/test_cine_transform_stage.py::test_일반_실패는_표식_없이_다음_방문에_다시_시도한다", "tests/unit/test_cine_verify.py::test_aggregation_version_is_in_the_contract", "tests/unit/test_cine_verify.py::test_axis_question_text_is_in_the_contract", "tests/unit/test_cine_verify.py::test_defect_question_text_is_in_the_contract", "tests/unit/test_cine_verify.py::test_framing_change_is_not_a_reject", "tests/unit/test_cine_verify.py::test_gate_does_not_reject_when_orders_disagree", "tests/unit/test_cine_verify.py::test_gate_does_not_reject_when_rounds_disagree", "tests/unit/test_cine_verify.py::test_gate_rejects_only_when_both_orders_agree", "tests/unit/test_cine_verify.py::test_gate_rejects_only_when_both_rounds_agree", "tests/unit/test_cine_verify.py::test_judge_error_does_not_reject", "tests/unit/test_cine_verify.py::test_partial_rounds_never_reject", "tests/unit/test_cine_verify.py::test_rejected_is_a_settled_outcome_not_a_failure", "tests/unit/test_cine_verify.py::test_rejected_is_revoked_when_new_judgment_passes", "tests/unit/test_cine_verify.py::test_rejected_revisit_costs_nothing", "tests/unit/test_cine_verify.py::test_result_is_shrunk_to_source_size_before_judging", "tests/unit/test_cine_verify.py::test_rounds_above_max_do_not_silently_disable_the_gate", "tests/unit/test_cine_verify.py::test_rounds_change_forces_rejudge", "tests/unit/test_cine_verify.py::test_rounds_change_no_longer_rejudges", "tests/unit/test_cine_verify.py::test_shrink_falls_back_when_source_is_unreadable", "tests/unit/test_cine_verify.py::test_small_result_is_not_upscaled", "tests/unit/test_cine_verify.py::test_sound_image_is_always_applied", "tests/unit/test_cine_verify.py::test_sound_result_is_applied_end_to_end", "tests/unit/test_cine_verify.py::test_source_is_never_shown_to_the_judge", "tests/unit/test_cine_verify.py::test_turning_gate_off_restores_the_rejected_image", "tests/unit/test_cine_verify.py::test_turning_gate_on_later_judges_without_rebuying", "tests/unit/test_cine_verify.py::test_verdict_survives_revisit_when_contract_unchanged", "tests/unit/test_cine_verify.py::test_verify_contract_change_rejudges_without_rebuying", "tests/unit/test_cine_verify.py::test_verify_off_is_byte_identical_path", "tests/unit/test_cine_verify.py::test_비율이_다르면_찌그러뜨리지_않는다", "tests/unit/test_cine_verify_dual_model.py::test_a_dead_model_still_appears_in_the_record", "tests/unit/test_cine_verify_dual_model.py::test_a_stale_rounds_setting_does_not_rejudge", "tests/unit/test_cine_verify_dual_model.py::test_both_broken_rejects", "tests/unit/test_cine_verify_dual_model.py::test_disagreement_is_split_not_reject", "tests/unit/test_cine_verify_dual_model.py::test_each_model_gets_its_own_physical_name", "tests/unit/test_cine_verify_dual_model.py::test_each_model_gets_its_own_step_tag", "tests/unit/test_cine_verify_dual_model.py::test_lowering_rounds_drops_the_second_model_visibly", "tests/unit/test_cine_verify_dual_model.py::test_one_model_alone_cannot_reject", "tests/unit/test_cine_verify_dual_model.py::test_one_model_dead_means_no_reject_authority", "tests/unit/test_cine_verify_dual_model.py::test_rounds_cannot_drop_a_model", "tests/unit/test_cine_verify_dual_model.py::test_router_retries_are_sealed_at_the_endpoint", "tests/unit/test_cine_verify_dual_model.py::test_the_contract_lives_in_one_place_only", "tests/unit/test_cine_verify_dual_model.py::test_the_contract_sha_folds_the_whole_pair", "tests/unit/test_cine_verify_dual_model.py::test_the_dead_model_does_not_stop_the_other", "tests/unit/test_cine_verify_dual_model.py::test_the_judge_call_asks_for_its_usage", "tests/unit/test_cine_verify_dual_model.py::test_the_judge_call_seals_the_fallback", "tests/unit/test_cine_verify_dual_model.py::test_the_pair_is_what_the_user_asked_for", "tests/unit/test_cine_verify_dual_model.py::test_the_physical_names_are_folded_too", "tests/unit/test_cine_verify_dual_model.py::test_the_result_says_who_judged", "tests/unit/test_cine_verify_dual_model.py::test_two_rounds_means_two_models_not_two_calls_to_one", "tests/unit/test_cine_verify_dual_model.py::test_usage_reaches_the_result", "tests/unit/test_cinematic_finish_clause.py::test_attach_actually_appends_the_clause[False-False-True]", "tests/unit/test_cinematic_finish_clause.py::test_attach_actually_appends_the_clause[False-False]", "tests/unit/test_cinematic_finish_clause.py::test_attach_actually_appends_the_clause[False-True-False]", "tests/unit/test_cinematic_finish_clause.py::test_attach_actually_appends_the_clause[False-True]", "tests/unit/test_cinematic_finish_clause.py::test_attach_actually_appends_the_clause[True-False-True]", "tests/unit/test_cinematic_finish_clause.py::test_attach_actually_appends_the_clause[True-False]", "tests/unit/test_cinematic_finish_clause.py::test_attach_actually_appends_the_clause[True-True-True]", "tests/unit/test_cinematic_finish_clause.py::test_attach_actually_appends_the_clause[True-True]", "tests/unit/test_cinematic_finish_clause.py::test_attach_condition[False-False-True]", "tests/unit/test_cinematic_finish_clause.py::test_attach_condition[False-True-False]", "tests/unit/test_cinematic_finish_clause.py::test_attach_condition[True-False-True]", "tests/unit/test_cinematic_finish_clause.py::test_attach_condition[True-True-True]", "tests/unit/test_cinematic_finish_clause.py::test_attach_is_unconditional[False-False]", "tests/unit/test_cinematic_finish_clause.py::test_attach_is_unconditional[False-True]", "tests/unit/test_cinematic_finish_clause.py::test_attach_is_unconditional[True-False]", "tests/unit/test_cinematic_finish_clause.py::test_attach_is_unconditional[True-True]", "tests/unit/test_cinematic_finish_clause.py::test_attach_uses_its_own_selector_not_the_compact_pack", "tests/unit/test_cinematic_finish_clause.py::test_both_mirrors_compute_the_grok_axis_the_same_way", "tests/unit/test_cinematic_finish_clause.py::test_clause_comes_from_the_pack_not_the_code", "tests/unit/test_cinematic_finish_clause.py::test_clause_does_not_point_at_a_block_that_may_be_absent", "tests/unit/test_cinematic_finish_clause.py::test_clause_still_carries_the_materials_to_draw_with", "tests/unit/test_cinematic_finish_clause.py::test_clause_survives_the_confined_strip_on_its_own", "tests/unit/test_cinematic_finish_clause.py::test_empty_selector_resolves_instead_of_raising", "tests/unit/test_cinematic_finish_clause.py::test_every_camera_pack_carries_the_stripper_end_marker", "tests/unit/test_cinematic_finish_clause.py::test_finish_is_never_absent", "tests/unit/test_cinematic_finish_clause.py::test_finish_never_absent_when_transform_is_off", "tests/unit/test_cinematic_finish_clause.py::test_finish_pack_is_folded_into_the_hash_when_it_reaches_t2i", "tests/unit/test_cinematic_finish_clause.py::test_finish_selector_is_not_the_compact_pack_selector", "tests/unit/test_cinematic_finish_clause.py::test_finish_stem_edit_moves_the_hash_on_nb2_with_transform_off", "tests/unit/test_cinematic_finish_clause.py::test_grok_folds_it_only_when_the_selectors_diverge", "tests/unit/test_cinematic_finish_clause.py::test_grok_hash_is_unchanged_while_the_selectors_agree", "tests/unit/test_cinematic_finish_clause.py::test_grok_hash_moves_when_the_two_selectors_diverge", "tests/unit/test_cinematic_finish_clause.py::test_nb2_folds_it_only_when_the_roll_owns_it", "tests/unit/test_cinematic_finish_clause.py::test_nb2_folds_it_regardless_of_the_transform", "tests/unit/test_cinematic_finish_clause.py::test_nb2_with_transform_off_always_folds_the_finish_stem", "tests/unit/test_cinematic_finish_clause.py::test_nb2_with_transform_on_does_not_fold_it", "tests/unit/test_cinematic_finish_clause.py::test_production_call_site_does_not_pass_the_compact_selector", "tests/unit/test_cinematic_finish_clause.py::test_selector_and_pack_stay_in_step", "tests/unit/test_cinematic_finish_clause.py::test_the_clause_actually_appears_and_disappears[False]", "tests/unit/test_cinematic_finish_clause.py::test_the_clause_actually_appears_and_disappears[True]", "tests/unit/test_cinematic_finish_clause.py::test_the_finish_has_exactly_one_owner_in_every_combination", "tests/unit/test_cinematic_finish_clause.py::test_the_roll_owns_the_finish_only_when_there_is_no_terminal_stage[False]", "tests/unit/test_cinematic_finish_clause.py::test_the_roll_owns_the_finish_only_when_there_is_no_terminal_stage[True]", "tests/unit/test_cinematic_stage_ownership.py::test_an_unregistered_pack_dies_loudly", "tests/unit/test_cinematic_stage_ownership.py::test_both_backends_get_their_own_stem", "tests/unit/test_cinematic_stage_ownership.py::test_camera_direction_moves_but_its_authority_sentence_stays", "tests/unit/test_cinematic_stage_ownership.py::test_each_backend_folds_only_the_stem_it_actually_sends", "tests/unit/test_cinematic_stage_ownership.py::test_each_no_dir_stem_keeps_its_own_headline", "tests/unit/test_cinematic_stage_ownership.py::test_editing_the_other_backends_stem_leaves_this_hash_alone", "tests/unit/test_cinematic_stage_ownership.py::test_lighting_clause_mixes_facts_with_treatment", "tests/unit/test_cinematic_stage_ownership.py::test_lighting_still_mixes_facts_with_treatment", "tests/unit/test_cinematic_stage_ownership.py::test_material_realism_is_not_yet_its_own_stem", "tests/unit/test_cinematic_stage_ownership.py::test_the_angle_authority_leaves_with_its_value", "tests/unit/test_cinematic_stage_ownership.py::test_the_assembly_and_the_hash_ask_the_same_function", "tests/unit/test_cinematic_stage_ownership.py::test_the_backend_does_not_change_who_owns_it", "tests/unit/test_cinematic_stage_ownership.py::test_the_camera_gate_is_the_only_one_today", "tests/unit/test_cinematic_stage_ownership.py::test_the_clause_actually_leaves_the_prompt", "tests/unit/test_cinematic_stage_ownership.py::test_the_composition_authority_survives", "tests/unit/test_cinematic_stage_ownership.py::test_the_finish_belongs_to_exactly_one_stage", "tests/unit/test_cinematic_stage_ownership.py::test_the_finish_is_owned_twice_today", "tests/unit/test_cinematic_stage_ownership.py::test_the_hash_folds_both_stems_not_just_the_base_one", "tests/unit/test_cinematic_stage_ownership.py::test_the_open_angle_is_said_out_loud", "tests/unit/test_cinematic_stage_ownership.py::test_the_terminal_stage_still_carries_it", "tests/unit/test_completion_report_origin.py::TestCompletionReportBackwardCompat::test_keyword_args_without_origin_work", "tests/unit/test_completion_report_origin.py::TestCompletionReportBackwardCompat::test_positional_args_still_work", "tests/unit/test_completion_report_origin.py::TestCompletionReportFrozen::test_origin_frozen_dataclass", "tests/unit/test_completion_report_origin.py::TestCompletionReportOriginDefault::test_origin_default_is_artifact_missing", "tests/unit/test_completion_report_origin.py::TestCompletionReportOriginDefault::test_origin_default_when_complete", "tests/unit/test_completion_report_origin.py::TestCompletionReportOriginExplicit::test_origin_can_be_overridden_to_clean", 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"tests/unit/test_execute_rerun_force_split.py::TestExecuteRerunSelf::test_rerun_self_does_not_call_clear_checkpoint", "tests/unit/test_execute_rerun_force_split.py::TestExecuteRerunSelf::test_rerun_self_does_not_call_invalidate_downstream", "tests/unit/test_final_asset_provenance.py::test_gg46_에서_수리가_최종이면_grok_i2i_산출이다", "tests/unit/test_final_asset_provenance.py::test_grok2_백엔드는_grok_으로_남는다", "tests/unit/test_final_asset_provenance.py::test_기본_nb2_롤은_gemini", "tests/unit/test_final_asset_provenance.py::test_모델을_모르면_설정값으로_추측하지_않고_비운다", "tests/unit/test_final_asset_provenance.py::test_변환_모델이_grok_이면_grok_으로_남는다", "tests/unit/test_final_asset_provenance.py::test_변환이_없으면_사다리가_실제로_성공한_모델을_따른다", "tests/unit/test_final_asset_provenance.py::test_변환이_적용되면_변환한_모델이_기록된다", "tests/unit/test_final_asset_provenance.py::test_사다리보다_변환이_우선이다", "tests/unit/test_final_asset_provenance.py::test_실제_호출의_모델이_record_보다_우선이다", "tests/unit/test_final_asset_provenance.py::test_옛_record_에_모델이_없으면_거짓말_대신_설정값으로_내려간다", "tests/unit/test_finding7_owned_redraw_repair_helpers.py::test_contract_violation_shot_is_not_reused_on_resume", "tests/unit/test_finding7_owned_redraw_repair_helpers.py::test_g1_repair_category_is_analysis_sub", "tests/unit/test_finding7_owned_redraw_repair_helpers.py::test_g1_repair_default_model_is_gpt_mini", "tests/unit/test_finding7_owned_redraw_repair_helpers.py::test_g1_repair_default_model_is_gpt_sol", "tests/unit/test_finding7_owned_redraw_repair_helpers.py::test_g1_repair_in_pipeline_steps_view", "tests/unit/test_finding7_owned_redraw_repair_helpers.py::test_g1_repair_label_is_korean_str", "tests/unit/test_finding7_owned_redraw_repair_helpers.py::test_g1_repair_resolves_to_gpt_mini", "tests/unit/test_finding7_owned_redraw_repair_helpers.py::test_g1_repair_resolves_to_gpt_sol", "tests/unit/test_finding7_owned_redraw_repair_helpers.py::test_g1_repair_step_in_extensions", "tests/unit/test_finding7_owned_redraw_repair_helpers.py::test_g2_prompt_pack_loads", "tests/unit/test_finding7_owned_redraw_repair_helpers.py::test_g2_schema_strict_shape", "tests/unit/test_finding7_owned_redraw_repair_helpers.py::test_g2_user_template_has_placeholders", "tests/unit/test_finding7_owned_redraw_repair_helpers.py::test_g3_format_block_empty", "tests/unit/test_finding7_owned_redraw_repair_helpers.py::test_g3_format_block_includes_owned_and_phrase", "tests/unit/test_finding7_owned_redraw_repair_helpers.py::test_g3_format_block_multi_line", "tests/unit/test_finding7_owned_redraw_repair_helpers.py::test_g4_run_repair_empty_t2i_raises", "tests/unit/test_finding7_owned_redraw_repair_helpers.py::test_g4_run_repair_empty_violations_raises", "tests/unit/test_finding7_owned_redraw_repair_helpers.py::test_g4_run_repair_missing_t2i_raises", "tests/unit/test_finding7_owned_redraw_repair_helpers.py::test_g4_run_repair_passes_step_name", "tests/unit/test_finding7_owned_redraw_repair_helpers.py::test_g4_run_repair_returns_prompt_and_usage", "tests/unit/test_finding7_owned_redraw_repair_helpers.py::test_g4_run_repair_usage_not_list_raises", "tests/unit/test_finding7_owned_redraw_repair_helpers.py::test_g4_run_repair_user_prompt_has_evidence", "tests/unit/test_finding7_owned_redraw_repair_helpers.py::test_repair_retries_when_validation_rejects_not_only_on_exception", "tests/unit/test_finding7_owned_redraw_repair_helpers.py::test_repair_retries_with_upper_model_on_llm_failure", "tests/unit/test_finding7_owned_redraw_repair_helpers.py::test_retry_call_does_not_recurse_forever", "tests/unit/test_fix_ref_gate.py::test_compose_call_actually_carries_the_reference_numbering", "tests/unit/test_fix_ref_gate.py::test_compose_call_actually_carries_the_reference_numbering[make_gemini_critique_fn]", "tests/unit/test_fix_ref_gate.py::test_compose_call_actually_carries_the_reference_numbering[make_gg46_critique_fn]", "tests/unit/test_fix_ref_gate.py::test_compose_call_actually_carries_the_reference_numbering[make_gpt_composition_critique_fn]", "tests/unit/test_fix_ref_gate.py::test_compose_call_actually_carries_the_reference_numbering[make_gq_critique_fn]", "tests/unit/test_fix_ref_gate.py::test_compose_call_actually_carries_the_reference_numbering[make_qk_critique_fn]", "tests/unit/test_fix_ref_gate.py::test_fix_call_gets_only_the_requested_references", "tests/unit/test_fix_ref_gate.py::test_fix_prompt_without_missing_is_byte_identical", "tests/unit/test_fix_ref_gate.py::test_issue_without_the_field_disables_the_gate", "tests/unit/test_fix_ref_gate.py::test_missing_clause_is_added_only_when_something_is_missing", "tests/unit/test_fix_ref_gate.py::test_missing_clause_needs_its_reference_attached", "tests/unit/test_fix_ref_gate.py::test_missing_entities_are_collected_in_order_without_duplicates", "tests/unit/test_fix_ref_gate.py::test_missing_head_absent_means_no_clause", "tests/unit/test_fix_ref_gate.py::test_no_issues_at_all_keeps_nothing", "tests/unit/test_fix_ref_gate.py::test_nobody_asks_means_no_reference_at_all", "tests/unit/test_fix_ref_gate.py::test_only_requested_refs_are_kept", "tests/unit/test_fix_ref_gate.py::test_out_of_range_and_non_integer_are_dropped_and_recorded", "tests/unit/test_fix_ref_gate.py::test_outer_step_config_hash_follows_the_pack_content", "tests/unit/test_fix_ref_gate.py::test_outer_step_config_hash_splits_on_the_flag", "tests/unit/test_fix_ref_gate.py::test_requested_refs_keep_attachment_order", "tests/unit/test_fix_ref_gate.py::test_same_ref_requested_twice_attaches_once", "tests/unit/test_fix_ref_gate.py::test_schema_off_is_unchanged", "tests/unit/test_fix_ref_gate.py::test_schema_on_adds_three_required_fields", "tests/unit/test_floor_plan_prompt.py::test_v10_pack_unchanged_by_v11", "tests/unit/test_floor_plan_prompt.py::test_v11_pack_registered_and_has_contiguous_contract", "tests/unit/test_floor_plan_prompt.py::test_v11_registered_in_compat_sot", "tests/unit/test_floor_plan_prompt.py::test_v11_schema_byte_identical_to_v10", "tests/unit/test_floor_plan_render_worker_identity.py::test_binding_carries_project_and_episode_into_the_worker", "tests/unit/test_floor_plan_render_worker_identity.py::test_no_context_is_a_no_op", "tests/unit/test_floor_plan_render_worker_identity.py::test_the_caller_thread_is_not_touched", "tests/unit/test_floor_plan_render_worker_identity.py::test_the_step_actually_wraps_its_worker", "tests/unit/test_floor_plan_render_worker_identity.py::test_without_binding_the_worker_sees_no_identity", "tests/unit/test_floor_plan_render_worker_identity.py::test_worker_restores_the_previous_context", "tests/unit/test_floor_plan_render_worker_identity.py::test_worker_thread_is_left_clean_for_the_next_task", "tests/unit/test_floor_plan_shared_across_groups.py::test_jobs_merge_backgrounds_per_floor_plan", "tests/unit/test_floor_plan_shared_across_groups.py::test_merge_logic_dedupes_and_keeps_all", "tests/unit/test_floor_plan_shared_groups_producer.py::test_identity_mismatch_is_left_for_a_human", "tests/unit/test_floor_plan_shared_groups_producer.py::test_producer_merges_specs_not_first_wins", "tests/unit/test_floor_plan_shared_groups_producer.py::test_producer_uses_every_group_scene_text", "tests/unit/test_floor_readback_dual.py::test_a_broken_readback_does_not_raise[None]", "tests/unit/test_floor_readback_dual.py::test_a_broken_readback_does_not_raise[bad1]", "tests/unit/test_floor_readback_dual.py::test_a_broken_readback_does_not_raise[bad2]", "tests/unit/test_floor_readback_dual.py::test_a_different_kind_is_its_own_grade", "tests/unit/test_floor_readback_dual.py::test_a_failed_paid_roundtrip_still_counts", "tests/unit/test_floor_readback_dual.py::test_a_second_model_failure_does_not_lose_the_first", "tests/unit/test_floor_readback_dual.py::test_a_second_model_failure_still_counts_as_two", "tests/unit/test_floor_readback_dual.py::test_a_single_provider_still_counts_as_one", "tests/unit/test_floor_readback_dual.py::test_both_models_count_as_two", "tests/unit/test_floor_readback_dual.py::test_each_call_gets_a_physical_model_not_an_alias", "tests/unit/test_floor_readback_dual.py::test_every_attempt_is_recorded_with_its_physical_model", "tests/unit/test_floor_readback_dual.py::test_grok_resolves_through_openrouter_or_stays_an_alias", "tests/unit/test_floor_readback_dual.py::test_it_reuses_the_production_assembly_not_a_new_one", "tests/unit/test_floor_readback_dual.py::test_markers_only_one_side_saw_are_listed_not_dropped", "tests/unit/test_floor_readback_dual.py::test_one_alias_means_no_second_call", "tests/unit/test_floor_readback_dual.py::test_one_cell_away_is_adjacent", "tests/unit/test_floor_readback_dual.py::test_same_cell_is_exact", "tests/unit/test_floor_readback_dual.py::test_the_adjacent_radius_is_recorded_as_measured", "tests/unit/test_floor_readback_dual.py::test_the_counts_add_up", "tests/unit/test_floor_readback_dual.py::test_the_first_model_failure_is_not_swallowed", "tests/unit/test_floor_readback_dual.py::test_the_flag_moves_the_step_fingerprint", "tests/unit/test_floor_readback_dual.py::test_the_physical_models_are_in_the_stamp_too", "tests/unit/test_floor_readback_dual.py::test_the_read_goes_through_the_router_not_the_openai_only_helper", "tests/unit/test_floor_readback_dual.py::test_the_stamp_is_empty_when_the_flag_is_off", "tests/unit/test_floor_readback_dual.py::test_the_step_counter_adds_up_both_calls", "tests/unit/test_floor_readback_dual.py::test_the_step_picks_the_dual_provider_only_when_the_flag_is_on", "tests/unit/test_floor_readback_dual.py::test_the_value_downstream_uses_is_the_first_models", "tests/unit/test_floor_readback_dual.py::test_two_cells_away_is_conflict", 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"tests/unit/test_frame_spatial_contract.py::test_validate_echoes_missing_id_violation", "tests/unit/test_frame_spatial_contract.py::test_validate_echoes_null_contract_empty_echoes_pass", "tests/unit/test_frame_spatial_contract.py::test_validate_echoes_null_contract_nonempty_echo_violation", "tests/unit/test_framing_scale_authority.py::test_active_conti_pack_is_the_fixed_one", "tests/unit/test_framing_scale_authority.py::test_bgfirst_sketch_label_needs_no_fix", "tests/unit/test_framing_scale_authority.py::test_conti_keeps_its_original_positive_material", "tests/unit/test_framing_scale_authority.py::test_conti_label_pack_holds_only_that_stem[conti_label]", "tests/unit/test_framing_scale_authority.py::test_conti_no_longer_rewidens_the_declared_scale", "tests/unit/test_framing_scale_authority.py::test_conti_still_carries_the_declared_scale", "tests/unit/test_framing_scale_authority.py::test_fingerprint_folds_the_conti_label_bytes", 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"tests/unit/test_gpt_image_only_2_5.py::test_the_door_lets_2_5_through[gpt-image-2.5-flare-2026-09-08]", "tests/unit/test_gpt_image_only_2_5.py::test_the_door_lets_2_5_through[gpt-image-2.5-flare]", "tests/unit/test_gpt_image_only_2_5.py::test_the_door_lets_2_5_through[gpt-image-2.5-sunburst-2026-09-08]", "tests/unit/test_gpt_image_only_2_5.py::test_the_door_lets_2_5_through[gpt-image-2.5-sunburst]", "tests/unit/test_gpt_image_only_2_5.py::test_the_door_refuses_every_older_model_before_calling[]", "tests/unit/test_gpt_image_only_2_5.py::test_the_door_refuses_every_older_model_before_calling[chatgpt-image-latest]", "tests/unit/test_gpt_image_only_2_5.py::test_the_door_refuses_every_older_model_before_calling[gpt-image-1-mini]", "tests/unit/test_gpt_image_only_2_5.py::test_the_door_refuses_every_older_model_before_calling[gpt-image-1.5]", "tests/unit/test_gpt_image_only_2_5.py::test_the_door_refuses_every_older_model_before_calling[gpt-image-1]", 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"tests/unit/test_grok_compact_stems_backend_split.py::test_fit_counts_label_bytes_toward_the_budget", "tests/unit/test_grok_compact_stems_backend_split.py::test_fit_leaves_prompt_untouched_when_within_budget", "tests/unit/test_grok_compact_stems_backend_split.py::test_fit_never_sheds_shot_specific_material", "tests/unit/test_grok_compact_stems_backend_split.py::test_fit_returns_original_when_nothing_matches", "tests/unit/test_grok_compact_stems_backend_split.py::test_fit_sheds_in_declared_order_until_it_fits", "tests/unit/test_grok_compact_stems_backend_split.py::test_grok_assembly_is_smaller", "tests/unit/test_grok_compact_stems_backend_split.py::test_grok_assembly_uses_compact_stems", "tests/unit/test_grok_compact_stems_backend_split.py::test_grok_client_sheds_and_sends_instead_of_killing_the_shot", "tests/unit/test_grok_compact_stems_backend_split.py::test_grok_stem_pack_is_smaller_than_originals", "tests/unit/test_grok_compact_stems_backend_split.py::test_grok_stem_pack_keeps_camera_body_placeholder", "tests/unit/test_grok_compact_stems_backend_split.py::test_hard_limit_is_separate_from_the_shed_target", "tests/unit/test_grok_compact_stems_backend_split.py::test_nb2_assembly_is_byte_identical_across_calls", "tests/unit/test_grok_compact_stems_backend_split.py::test_nb2_assembly_uses_original_stems", "tests/unit/test_grok_compact_stems_backend_split.py::test_shed_stems_are_static_and_present_in_the_pack", "tests/unit/test_grok_request_carries_aspect_ratio.py::test_given_aspect_ratio_is_sent", "tests/unit/test_grok_request_carries_aspect_ratio.py::test_no_aspect_ratio_means_nothing_is_sent", "tests/unit/test_grok_request_carries_aspect_ratio.py::test_roll_ladder_cross_backend_passes_the_still_ratio", "tests/unit/test_grok_router_alias.py::test_a_smaller_request_is_not_raised_to_the_cap", "tests/unit/test_grok_router_alias.py::test_an_empty_model_slot_means_no_alias", 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"tests/unit/test_handled_object_framing.py::test_a_camera_clause_takes_the_framing_back", "tests/unit/test_handled_object_framing.py::test_a_person_assignment_takes_the_framing_back", "tests/unit/test_handled_object_framing.py::test_a_person_shot_carries_no_framing_pin", "tests/unit/test_handled_object_framing.py::test_a_plate_shot_still_pins_the_framing", "tests/unit/test_handled_object_framing.py::test_no_handler_means_no_clause", "tests/unit/test_handled_object_framing.py::test_the_active_clause_does_not_pin_the_framing", "tests/unit/test_handled_object_framing.py::test_the_active_clause_still_says_whose_hand_it_is", "tests/unit/test_handled_object_framing.py::test_the_camera_clause_remains_the_framing_authority", "tests/unit/test_handled_object_framing.py::test_the_change_is_folded_into_the_step_identity", "tests/unit/test_handled_object_framing.py::test_the_framing_sentence_lives_in_its_own_stem", "tests/unit/test_handled_object_framing.py::test_the_grok_branch_gets_the_fix_too", 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"tests/unit/test_i2i_db_logging.py::test_log_llm_call_returns_none_when_the_row_is_not_saved", "tests/unit/test_i2i_db_logging.py::test_record_provider_call_passes_step_and_operation", "tests/unit/test_i2i_db_logging.py::test_the_i2i_gap_was_test_records_not_a_production_defect", "tests/unit/test_image_send_state.py::test_429_503_은_받지_않았다는_뜻이라_재시도한다", "tests/unit/test_image_send_state.py::test_500_502_504_는_다시_보내지_않는다", "tests/unit/test_image_send_state.py::test_500_502_504_는_어느_경로에서도_다시_보내지_않는다", "tests/unit/test_image_send_state.py::test_gemini_연결_거부는_다시_보낸다", "tests/unit/test_image_send_state.py::test_gemini_읽기_시간_초과면_키를_바꿔_다시_보내지_않는다", "tests/unit/test_image_send_state.py::test_grok_429_응답은_다시_보낸다", "tests/unit/test_image_send_state.py::test_grok_502_응답은_다시_보내지_않는다", "tests/unit/test_image_send_state.py::test_grok_대기_시간_마감이면_한_번만_보낸다", "tests/unit/test_image_send_state.py::test_grok_벽시계_마감이면_한_번만_보낸다", "tests/unit/test_image_send_state.py::test_grok_본문_429_는_그대로_다시_보낸다", "tests/unit/test_image_send_state.py::test_grok_본문_502_는_다시_보내지_않고_요금_표시를_남긴다", "tests/unit/test_image_send_state.py::test_grok_연결_거부는_다시_보낸다", "tests/unit/test_image_send_state.py::test_reve_405_진단이_모델명을_바꾸라고_권하지_않는다", "tests/unit/test_image_send_state.py::test_reve_예외가_공용_예외의_하위다", "tests/unit/test_image_send_state.py::test_나머지는_전부_unknown[exc0]", "tests/unit/test_image_send_state.py::test_나머지는_전부_unknown[exc1]", "tests/unit/test_image_send_state.py::test_나머지는_전부_unknown[exc2]", "tests/unit/test_image_send_state.py::test_나머지는_전부_unknown[exc3]", "tests/unit/test_image_send_state.py::test_나머지는_전부_unknown[exc4]", "tests/unit/test_image_send_state.py::test_닿지_못한_것이_확정된_것만_never_sent[exc0]", "tests/unit/test_image_send_state.py::test_닿지_못한_것이_확정된_것만_never_sent[exc1]", "tests/unit/test_image_send_state.py::test_닿지_못한_것이_확정된_것만_never_sent[exc2]", "tests/unit/test_image_send_state.py::test_닿지_못한_것이_확정된_것만_never_sent[exc3]", "tests/unit/test_image_send_state.py::test_모르는_경로는_재시도하지_않는다", "tests/unit/test_image_send_state.py::test_모른다_사유에_원래_예외_타입이_남는다", "tests/unit/test_image_send_state.py::test_보낸_뒤일_수_있는_errno_는_그대로_모른다", "tests/unit/test_image_send_state.py::test_보낼_길이_없다는_커널_응답은_다시_보낸다", "tests/unit/test_image_send_state.py::test_본문_검열은_상태와_무관하게_다시_안_보낸다", "tests/unit/test_image_send_state.py::test_본문_오류_코드를_못_읽으면_모른다로_둔다", "tests/unit/test_image_send_state.py::test_상속해도_cause_가_안_지워진다", "tests/unit/test_image_send_state.py::test_상태를_아는_거부와_모르는_실패를_가른다", "tests/unit/test_image_send_state.py::test_재시도_가부는_제공자마다_다르다", "tests/unit/test_image_send_state.py::test_코드가_없어도_검열이면_terminal", "tests/unit/test_image_steps_fold_their_packs.py::test_a_different_pack_version_moves_the_hash", "tests/unit/test_image_steps_fold_their_packs.py::test_an_unresolvable_stem_does_not_silently_match", "tests/unit/test_image_steps_fold_their_packs.py::test_neither_step_still_uses_the_empty_hash", 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"tests/unit/test_prop_merge_rule.py::test_pose_alone_does_not_mint_a_new_prop", "tests/unit/test_prop_merge_rule.py::test_props_and_characters_share_one_principle", "tests/unit/test_prop_merge_rule.py::test_the_drawing_test_is_the_merge_criterion", "tests/unit/test_prop_merge_rule.py::test_the_exclusion_rule_is_untouched", "tests/unit/test_prop_merge_rule.py::test_the_live_pack_still_has_every_stem[character]", "tests/unit/test_prop_merge_rule.py::test_the_live_pack_still_has_every_stem[location]", "tests/unit/test_prop_merge_rule.py::test_the_live_pack_still_has_every_stem[prop]", "tests/unit/test_prop_merge_rule.py::test_the_live_pack_still_has_every_stem[system]", "tests/unit/test_prop_merge_rule.py::test_the_merge_example_that_caused_it_is_gone", "tests/unit/test_prop_merge_rule.py::test_the_merge_line_is_scoped_by_visual_form", "tests/unit/test_prop_merge_rule.py::test_the_visual_form_rule_survives", "tests/unit/test_provider_call_identity.py::test_StepRunner_가_신원을_컨텍스트에_싣는다", "tests/unit/test_provider_call_identity.py::test_scope_가_전혀_없으면_빈_메타", "tests/unit/test_provider_call_identity.py::test_스텝_컨텍스트만_있어도_신원이_붙는다", "tests/unit/test_provider_call_identity.py::test_스텝_컨텍스트의_기록용_키는_새지_않는다", "tests/unit/test_provider_call_identity.py::test_포착_scope_가_스텝_컨텍스트를_이긴다", "tests/unit/test_provider_call_identity.py::test_포착_scope_에_신원이_비어도_스텝_컨텍스트가_메운다", "tests/unit/test_published_pack_ratchet.py::test_a_new_pack_directory_is_allowed", "tests/unit/test_published_pack_ratchet.py::test_a_published_pack_was_not_edited_in_place", "tests/unit/test_published_pack_ratchet.py::test_every_pack_has_at_least_one_stem", "tests/unit/test_published_pack_ratchet.py::test_no_stem_was_added_to_a_published_pack", "tests/unit/test_published_pack_ratchet.py::test_the_baseline_covers_every_module_on_disk", "tests/unit/test_published_pack_ratchet.py::test_the_pack_set_matches_the_baseline_exactly", "tests/unit/test_qk_judge_transition.py::test_judge_fn_dispatches_openrouter_models", 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"tests/unit/test_qk_judge_transition.py::test_qk_critique_without_severity_keeps_legacy_shape", "tests/unit/test_qk_judge_transition.py::test_qk_select_policy_version_bumped_for_reversal", "tests/unit/test_qk_judge_transition.py::test_qk_select_policy_version_reflects_sealed_contract", "tests/unit/test_qk_judge_transition.py::test_resolve_models_qk_on_returns_openrouter_pair", "tests/unit/test_qk_judge_transition.py::test_resolve_models_qk_on_returns_qwen_main_gemini_assist", "tests/unit/test_qk_judge_transition.py::test_resolve_qk_and_gq_both_on_fails_closed", "tests/unit/test_qk_judge_transition.py::test_resolve_qk_blank_physical_model_slots_fail_closed", "tests/unit/test_qk_judge_transition.py::test_resolve_qk_duplicate_model_slots_fail_closed", "tests/unit/test_qk_judge_transition.py::test_resolve_qk_empty_model_slot_fails_closed", "tests/unit/test_qk_judge_transition.py::test_resolve_qk_off_is_byte_identical_legacy", "tests/unit/test_qk_judge_transition.py::test_resolve_qk_on_without_dashscope_key_fails_closed", "tests/unit/test_qk_judge_transition.py::test_resolve_qk_on_without_key_fails_closed", "tests/unit/test_qk_judge_transition.py::test_resolve_qk_on_without_openrouter_key_fails_closed", "tests/unit/test_qwen_vlm_client.py::test_ask_retry_exhausted_raises", "tests/unit/test_qwen_vlm_client.py::test_ask_schema_violation_refeeds_error_once", "tests/unit/test_qwen_vlm_client.py::test_ask_success_records_and_returns_payload", "tests/unit/test_qwen_vlm_client.py::test_client_without_key_fails_closed", "tests/unit/test_qwen_vlm_client.py::test_extract_json_fenced", "tests/unit/test_qwen_vlm_client.py::test_extract_json_none_raises", "tests/unit/test_qwen_vlm_client.py::test_extract_json_plain", "tests/unit/test_qwen_vlm_client.py::test_extract_json_with_reasoning_noise", "tests/unit/test_qwen_vlm_client.py::test_invalid_local_schema_records_then_raises", "tests/unit/test_qwen_vlm_client.py::test_unexpected_shape_records_then_raises", "tests/unit/test_record_taxonomy_a1.py::test_capture_scope_stage_still_wins", "tests/unit/test_record_taxonomy_a1.py::test_no_step_tag_falls_back", "tests/unit/test_record_taxonomy_a1.py::test_pdf_extract_carries_the_callers_lineage", "tests/unit/test_record_taxonomy_a1.py::test_pdf_extract_lineage_rides_the_thread_local", "tests/unit/test_record_taxonomy_a1.py::test_pdf_extract_names_the_op_even_without_a_step", "tests/unit/test_record_taxonomy_a1.py::test_pdf_extract_still_names_the_op_when_no_lineage", "tests/unit/test_record_taxonomy_a1.py::test_pdf_extract_takes_no_lineage_argument", "tests/unit/test_record_taxonomy_a1.py::test_round_trip_never_doubles_the_prefix", "tests/unit/test_record_taxonomy_a1.py::test_step_axis_is_picked_by_name_not_by_position", "tests/unit/test_record_taxonomy_a1.py::test_step_name_from_axis_tag_has_no_prefix", "tests/unit/test_record_taxonomy_a1.py::test_the_step_actually_passes_its_lineage", "tests/unit/test_ref_dual_combine.py::test_a_dead_model_does_not_buy_either", "tests/unit/test_ref_dual_combine.py::test_a_dead_model_keeps_the_original", "tests/unit/test_ref_dual_combine.py::test_a_single_severe_does_not_buy_another_image", "tests/unit/test_ref_dual_combine.py::test_both_callers_use_the_single_dual_contract", "tests/unit/test_ref_dual_combine.py::test_issues_are_appended_not_filtered", "tests/unit/test_ref_dual_combine.py::test_only_both_severe_opens_the_wallet[minor-minor-minor]", "tests/unit/test_ref_dual_combine.py::test_only_both_severe_opens_the_wallet[minor-severe-split]", "tests/unit/test_ref_dual_combine.py::test_only_both_severe_opens_the_wallet[ok-minor-split]", "tests/unit/test_ref_dual_combine.py::test_only_both_severe_opens_the_wallet[ok-ok-ok]", "tests/unit/test_ref_dual_combine.py::test_only_both_severe_opens_the_wallet[severe-minor-split]", 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"tests/unit/test_seed_prompt_variants.py::test_v10_judge_lexicographic_structure_then_active_use", "tests/unit/test_seed_prompt_variants.py::test_v10_judge_target_active_use_axis", "tests/unit/test_seed_prompt_variants.py::test_v10_other_stems_byte_identical_to_v9", "tests/unit/test_seed_prompt_variants.py::test_v10_plate_rules_active_use_conditional_fact", "tests/unit/test_seed_prompt_variants.py::test_v10_plate_rules_active_use_fact", "tests/unit/test_seed_prompt_variants.py::test_v14_validator_lettering_text_format_lock", "tests/unit/test_seed_prompt_variants.py::test_v4_regional_authenticity_contract", "tests/unit/test_seed_prompt_variants.py::test_v5_period_anchored_authenticity_contract", "tests/unit/test_seed_prompt_variants.py::test_v6_author_sys_unchanged_by_v7", "tests/unit/test_seed_prompt_variants.py::test_v6_pack_copy_integrity_and_scale_stems_locked", "tests/unit/test_seed_prompt_variants.py::test_v7_author_sys_has_size_and_frontage_contracts", "tests/unit/test_seed_prompt_variants.py::test_v7_scale_variant_pack_membership", "tests/unit/test_seed_prompt_variants.py::test_v7_stems_unchanged_by_v8", "tests/unit/test_seed_prompt_variants.py::test_v8_assembly_appends_capacity_and_signage_clauses", "tests/unit/test_seed_prompt_variants.py::test_v8_author_sys_room_inventory_signage_habitation", "tests/unit/test_seed_prompt_variants.py::test_v8_judge_generic_habitation_required", "tests/unit/test_seed_prompt_variants.py::test_v8_judge_type_appropriate_use_required", "tests/unit/test_seed_prompt_variants.py::test_v8_schema_and_validator_inventory_contract", "tests/unit/test_seed_prompt_variants.py::test_v8_stems_unchanged_by_v9", "tests/unit/test_seed_prompt_variants.py::test_v9_assembly_appends_capacity_and_lettering_clauses", "tests/unit/test_seed_prompt_variants.py::test_v9_assembly_appends_capacity_and_signage_clauses", "tests/unit/test_seed_prompt_variants.py::test_v9_author_sys_structured_inventory_signage_contracts", "tests/unit/test_seed_prompt_variants.py::test_v9_author_user_content_interior_scenes_block", "tests/unit/test_seed_prompt_variants.py::test_v9_inventory_pack_membership", "tests/unit/test_seed_prompt_variants.py::test_v9_judge_type_appropriate_use_required", "tests/unit/test_seed_prompt_variants.py::test_v9_schema_and_validator_inventory_contract", "tests/unit/test_seed_prompt_variants.py::test_v9_stems_unchanged_by_v10", "tests/unit/test_seed_prompt_variants.py::test_v9_validator_applicability_lock", "tests/unit/test_seed_prompt_variants.py::test_v9_validator_quote_provenance_scene_bound", "tests/unit/test_seed_prompt_variants.py::test_v9_validator_signage_judgment_and_escape", "tests/unit/test_seed_prompt_variants.py::test_validate_variant_output_pass", "tests/unit/test_seed_prompt_variants.py::test_validate_variant_output_violations", "tests/unit/test_seed_prompt_variants.py::test_variant_judge_texts_seed_only_contract", "tests/unit/test_seed_prompt_variants.py::test_variant_judge_texts_v3_neighborhood_axis", "tests/unit/test_seedream_request_carries_aspect_ratio.py::test_cine_default_is_the_still_ratio", "tests/unit/test_seedream_request_carries_aspect_ratio.py::test_marker_map_callers_are_byte_identical", "tests/unit/test_seedream_request_carries_aspect_ratio.py::test_old_square_records_are_not_reused", "tests/unit/test_seedream_request_carries_aspect_ratio.py::test_seedream_cine_client_sends_the_aspect_ratio", "tests/unit/test_segment_rule.py::Test검증_계약::test_C1_매치가_둘_미만이면_분해가_아니다", "tests/unit/test_segment_rule.py::Test검증_계약::test_C3_전체를_덮지_않으면_실패", "tests/unit/test_segment_rule.py::Test검증_계약::test_C4_매치가_없는_자리에서_시작하면_실패", "tests/unit/test_segment_rule.py::Test검증_계약::test_C4_자기_헤딩에서_시작하지_않으면_실패", "tests/unit/test_segment_rule.py::Test검증_계약::test_C5_번호가_되돌아가면_실패한다", "tests/unit/test_segment_rule.py::Test검증_계약::test_C5_번호가_빠지면_점수가_내려간다", "tests/unit/test_segment_rule.py::Test검증_계약::test_C5_번호가_빠지면_점수만_내려간다", "tests/unit/test_segment_rule.py::Test검증_계약::test_C5_번호가_이어지면_점수가_만점", "tests/unit/test_segment_rule.py::Test검증_계약::test_C5_번호가_일부_헤딩에만_있어도_통과한다", "tests/unit/test_segment_rule.py::Test검증_계약::test_C5_번호를_하나도_못_읽으면_실패한다", "tests/unit/test_segment_rule.py::Test검증_계약::test_C6_들여쓴_헤딩은_통과한다", "tests/unit/test_segment_rule.py::Test검증_계약::test_C6_줄_한가운데를_경계로_찍으면_실패", "tests/unit/test_segment_rule.py::Test검증_계약::test_맞는_규칙은_전부_통과한다", "tests/unit/test_segment_rule.py::Test규칙_실행::test_경계를_찍어_세그먼트를_만든다", "tests/unit/test_segment_rule.py::Test규칙_실행::test_번호_그룹이_없으면_scene_no_는_비운다", "tests/unit/test_segment_rule.py::Test규칙_실행::test_세그먼트가_틈_없이_이어진다", "tests/unit/test_segment_rule.py::Test규칙_실행::test_안_걸리는_규칙은_빈_결과", "tests/unit/test_segment_rule.py::Test규칙_실행::test_여러_줄을_매치하는_패턴은_건드리지_않는다", "tests/unit/test_segment_rule.py::Test규칙_실행::test_첫_경계_앞은_머리말로_따로_둔다", "tests/unit/test_segment_rule.py::Test규칙_실행::test_패턴_앞의_공백이_경계를_앞으로_끌지_않는다", "tests/unit/test_segment_rule.py::Test규칙_실행::test_형식이_튀는_씬도_같은_규칙에_걸린다", "tests/unit/test_segment_rule.py::Test씬_안의_항목_번호::test_결번은_통과한다", "tests/unit/test_segment_rule.py::Test씬_안의_항목_번호::test_구체적인_규칙이면_통과한다", "tests/unit/test_segment_rule.py::Test씬_안의_항목_번호::test_기본은_전부_잡는다", "tests/unit/test_segment_rule.py::Test씬_안의_항목_번호::test_되돌아가는_번호가_있으면_실패로_세운다", "tests/unit/test_segment_rule.py::Test씬_안의_항목_번호::test_버려진_구간은_앞_세그먼트에_남는다", "tests/unit/test_segment_rule.py::Test씬_안의_항목_번호::test_번호가_1씩_안_늘어도_오름차순이면_남긴다", "tests/unit/test_segment_rule.py::Test씬_안의_항목_번호::test_아무_매치도_조용히_버리지_않는다", "tests/unit/test_segment_rule.py::Test씬_안의_항목_번호::test_오름차순을_켜면_되돌아가는_매치를_버린다", "tests/unit/test_segment_rule.py::Test씬_안의_항목_번호::test_진짜_씬이_항목으로_치환되지_않는다", "tests/unit/test_segment_rule.py::Test안전::test_C6_너무_긴_패턴은_거부한다", "tests/unit/test_segment_rule.py::Test안전::test_C6_문법이_틀린_패턴은_거부한다", "tests/unit/test_segment_rule.py::Test안전::test_C6_폭주하는_패턴은_시간_안에_끊는다", "tests/unit/test_segment_rule.py::Test페이지_번호_반례::test_기호와_숫자만_있는_줄은_글자가_없다", "tests/unit/test_segment_rule.py::Test페이지_번호_반례::test_번호만_있는_줄은_헤딩_내용이_없다", "tests/unit/test_segment_rule.py::Test페이지_번호_반례::test_적게_잡아도_내용이_있는_쪽을_고른다", "tests/unit/test_segment_rule.py::Test페이지_번호_반례::test_패턴이_줄_전체를_삼켜도_내용을_잰다", "tests/unit/test_segment_rule.py::Test페이지_번호_반례::test_헤딩_줄은_내용이_있다", "tests/unit/test_segment_rule.py::Test후보_선택::test_계약을_못_넘는_후보는_안_고른다", "tests/unit/test_segment_rule.py::Test후보_선택::test_공존하면_헤딩_내용이_있는_쪽을_고른다", "tests/unit/test_segment_rule.py::Test후보_선택::test_번호를_못_읽는_매치가_섞여도_버리지_않는다", "tests/unit/test_segment_rule.py::Test후보_선택::test_번호를_못_읽는_매치가_섞이면_실패로_잡는다", "tests/unit/test_segment_rule.py::Test후보_선택::test_잘_덮는_쪽을_고른다", "tests/unit/test_segment_rule.py::Test후보_선택::test_점수가_같으면_더_많이_잡는_쪽을_고른다", "tests/unit/test_segment_rule.py::Test후보_선택::test_후보가_비면_None", "tests/unit/test_select_judge_gemini_plus_sol.py::test_background_outer_hash_moves_when_second_judge_changes", "tests/unit/test_select_judge_gemini_plus_sol.py::test_both_slots_sealed_and_no_router_retry", "tests/unit/test_select_judge_gemini_plus_sol.py::test_critique_grok_preflight_fires_on_call_not_on_build", "tests/unit/test_select_judge_gemini_plus_sol.py::test_critique_observers_are_gemini_plus_gpt6_astra", "tests/unit/test_select_judge_gemini_plus_sol.py::test_critique_observers_stay_gemini_plus_grok", "tests/unit/test_select_judge_gemini_plus_sol.py::test_critique_preflight_fires_on_call_not_on_build", "tests/unit/test_select_judge_gemini_plus_sol.py::test_critique_second_slot_follows_the_setting_at_high", "tests/unit/test_select_judge_gemini_plus_sol.py::test_critique_second_slot_is_gpt6_astra_at_high", "tests/unit/test_select_judge_gemini_plus_sol.py::test_gpt_text_default_is_gpt6_astra_with_three_efforts", "tests/unit/test_select_judge_gemini_plus_sol.py::test_measure_tools_do_not_carry_the_db_password", "tests/unit/test_select_judge_gemini_plus_sol.py::test_order_policy_string_has_no_model_name", "tests/unit/test_select_judge_gemini_plus_sol.py::test_pair_kind_is_the_single_source[models0-equal_cross]", "tests/unit/test_select_judge_gemini_plus_sol.py::test_pair_kind_is_the_single_source[models1-equal_cross]", "tests/unit/test_select_judge_gemini_plus_sol.py::test_pair_kind_is_the_single_source[models2-qk_reversed]", "tests/unit/test_select_judge_gemini_plus_sol.py::test_pair_kind_is_the_single_source[models3-gq]", "tests/unit/test_select_judge_gemini_plus_sol.py::test_pair_kind_is_the_single_source[models4-dual_margin]", "tests/unit/test_select_judge_gemini_plus_sol.py::test_pair_kind_is_the_single_source[models5-single]", "tests/unit/test_select_judge_gemini_plus_sol.py::test_policy_string_names_the_new_pair", "tests/unit/test_select_judge_gemini_plus_sol.py::test_qwen_wins_over_openrouter_so_owns_order_cannot_diverge", "tests/unit/test_select_judge_gemini_plus_sol.py::test_select_policy_names_the_algorithm_not_the_models", "tests/unit/test_select_judge_gemini_plus_sol.py::test_selection_fails_closed_without_openai_key", "tests/unit/test_select_judge_gemini_plus_sol.py::test_selection_pair_is_gemini_plus_sol", "tests/unit/test_select_judge_gemini_plus_sol.py::test_selection_survives_without_openrouter", "tests/unit/test_select_judge_gemini_plus_sol.py::test_still_outer_hash_moves_when_second_judge_changes", "tests/unit/test_semantic_contract_router.py::test_character_state_only_produces_pose_locked", "tests/unit/test_semantic_contract_router.py::test_gaze_target_dead_produces_immobilized", "tests/unit/test_semantic_contract_router.py::test_immobilized_gaze_constant_removed", "tests/unit/test_semantic_contract_router.py::test_no_signals_returns_none_mode[None]", "tests/unit/test_semantic_contract_router.py::test_no_signals_returns_none_mode[staging1]", "tests/unit/test_semantic_contract_router.py::test_no_signals_returns_none_mode[staging2]", "tests/unit/test_semantic_contract_router.py::test_no_signals_returns_none_mode[staging3]", "tests/unit/test_semantic_contract_router.py::test_none_when_no_signals", "tests/unit/test_semantic_contract_router.py::test_rule_1_immobilized_state_dispatch[dead]", "tests/unit/test_semantic_contract_router.py::test_rule_1_immobilized_state_dispatch[severely_injured]", "tests/unit/test_semantic_contract_router.py::test_rule_1_immobilized_state_dispatch[unconscious]", "tests/unit/test_semantic_contract_router.py::test_rule_1_reads_subject_state_dead", "tests/unit/test_semantic_contract_router.py::test_rule_1_reads_subject_state_unconscious", "tests/unit/test_semantic_contract_router.py::test_rule_1_skip_alive", "tests/unit/test_semantic_contract_router.py::test_rule_2_character_state_produces_pose_locked", "tests/unit/test_send_ledger.py::test_a_failing_report_does_not_mask_the_original_error", "tests/unit/test_send_ledger.py::test_a_fanned_out_send_is_still_caught", "tests/unit/test_send_ledger.py::test_a_shared_job_overrides_only_the_work", "tests/unit/test_send_ledger.py::test_an_aborted_walk_restores_and_still_reports", "tests/unit/test_send_ledger.py::test_an_explicit_argument_wins_over_the_context", "tests/unit/test_send_ledger.py::test_an_unbound_thread_does_not_silently_count_elsewhere", "tests/unit/test_send_ledger.py::test_an_unknown_visit_stays_unknown", "tests/unit/test_send_ledger.py::test_each_send_is_counted_not_each_call", "tests/unit/test_send_ledger.py::test_every_judge_pool_carries_the_ledger[_judge_cross_model_order-max_workers=2]", "tests/unit/test_send_ledger.py::test_every_judge_pool_carries_the_ledger[_judge_gq-max_workers=len(models)]", "tests/unit/test_send_ledger.py::test_every_judge_pool_carries_the_ledger[make_gg46_critique_fn-observer_models]", "tests/unit/test_send_ledger.py::test_grains_are_never_summed", "tests/unit/test_send_ledger.py::test_no_ledger_means_no_op", "tests/unit/test_send_ledger.py::test_the_attempt_carries_what_it_is_for", "tests/unit/test_send_ledger.py::test_the_boundary_never_digs_for_context", "tests/unit/test_send_ledger.py::test_the_cross_model_judge_fanout_keeps_the_ledger", "tests/unit/test_send_ledger.py::test_the_dual_vlm_pool_carries_the_ledger", "tests/unit/test_send_ledger.py::test_the_fanout_carries_the_context_too", "tests/unit/test_send_ledger.py::test_the_fanout_carries_the_ledger", "tests/unit/test_send_ledger.py::test_the_ledger_is_a_report_not_a_brake", "tests/unit/test_send_ledger.py::test_the_ledger_is_not_merged_with_the_audit_log", "tests/unit/test_send_ledger.py::test_the_openai_slot_boundary_does_not_dig_for_context", "tests/unit/test_send_ledger.py::test_the_openai_slot_boundary_records_each_entry", "tests/unit/test_send_ledger.py::test_the_openai_slot_boundary_tells_image_from_text", "tests/unit/test_send_ledger.py::test_the_owner_sets_the_context_not_the_boundary", "tests/unit/test_send_ledger.py::test_the_raw_boundary_is_inside_the_retry_loop", "tests/unit/test_send_ledger.py::test_the_vlm_boundary_declares_it_is_not_physical", "tests/unit/test_send_ledger.py::test_the_walk_installs_the_context_at_the_shot_scope", "tests/unit/test_send_ledger.py::test_the_walk_installs_the_ledger_outside_its_body", "tests/unit/test_send_ledger.py::test_unknown_is_not_failure", "tests/unit/test_shot_conti_light.py::test_any_status_assignment_loader_keeps_failed_groups", "tests/unit/test_shot_conti_light.py::test_bg_resolver_assigned_but_missing_never_falls_to_seed", "tests/unit/test_shot_conti_light.py::test_bg_resolver_no_plate_no_seed_failed", "tests/unit/test_shot_conti_light.py::test_bg_resolver_priority_plate_over_seed", "tests/unit/test_shot_conti_light.py::test_bg_resolver_stale_plate_file_never_falls_to_seed", "tests/unit/test_shot_conti_light.py::test_bg_resolver_structural_absence_promotes_seed", "tests/unit/test_shot_conti_light.py::test_carried_person_not_in_this_shot_is_not_injected", "tests/unit/test_shot_conti_light.py::test_existing_row_edges_cleared_and_restored", "tests/unit/test_shot_conti_light.py::test_existing_row_lineage_updated_on_plate_switch", "tests/unit/test_shot_conti_light.py::test_finalize_ab_bypass_bgonly_and_prev", "tests/unit/test_shot_conti_light.py::test_finalize_ab_conti_gen_error_no_double_count", "tests/unit/test_shot_conti_light.py::test_finalize_ab_ignores_map_marker_entries", "tests/unit/test_shot_conti_light.py::test_finalize_ab_missing_conti_fail_closed_counts_once", "tests/unit/test_shot_conti_light.py::test_finalize_ab_ready_when_seed_plate_conti_all_present", "tests/unit/test_shot_conti_light.py::test_finalize_ab_seed_missing_fail_closed", "tests/unit/test_shot_conti_light.py::test_finalize_plate_bg_path_synced_to_effective_plate", "tests/unit/test_shot_conti_light.py::test_finalize_seed_bg_bypass_semantics", "tests/unit/test_shot_conti_light.py::test_finalize_seed_bg_ready_requires_conti_from_seed", "tests/unit/test_shot_conti_light.py::test_finalize_unknown_bg_source_rejected", "tests/unit/test_shot_conti_light.py::test_fresh_map_flow_has_both_edges", "tests/unit/test_shot_conti_light.py::test_lane_flow_edges_and_prompt_isolation", "tests/unit/test_shot_conti_light.py::test_lane_flow_sketch_edge_direct_to_clean_map", "tests/unit/test_shot_conti_light.py::test_lane_marker_map_asset_registration_provenance", "tests/unit/test_shot_conti_light.py::test_legacy_carried_stops_the_conti_before_buying", "tests/unit/test_shot_conti_light.py::test_pose_and_carried_injected", "tests/unit/test_shot_conti_light.py::test_prompt_assembly_order", "tests/unit/test_shot_conti_light.py::test_prompt_without_plate_omits_bgref", 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"tests/unit/test_shot_visibility_drift_structured.py::TestCaseBHybridGateBlocking::test_drift_detected_when_offscreen_phrase_and_structured_match", "tests/unit/test_shot_visibility_drift_structured.py::TestCaseCStructuredPathDoesNotMatchNames::test_drift_detected_via_structured_resolution_only", "tests/unit/test_shot_visibility_drift_structured.py::TestCaseDInFrameGuarantee::test_in_frame_sid_excluded_from_drift", "tests/unit/test_shot_visibility_drift_structured.py::TestEmptyInputs::test_empty_camera_direction_returns_empty", "tests/unit/test_shot_visibility_drift_structured.py::TestEmptyInputs::test_no_offscreen_phrase_returns_empty", "tests/unit/test_shot_visibility_path1.py::test_path1_reads_gaze_direction_kind", "tests/unit/test_shot_visibility_path1.py::test_path1_uses_helper_dispatch_no_name_matching", "tests/unit/test_shot_visibility_path1.py::test_path2_korean_lexicon_unchanged", 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"tests/unit/test_site_scene_scope_limits_group_seed.py::test_the_decision_itself_drops_only_the_out_of_scope_shot", "tests/unit/test_site_scene_scope_limits_group_seed.py::test_the_shot_that_broke_is_out_of_scope_and_the_one_that_did_not_is_in", "tests/unit/test_site_scene_scope_limits_group_seed.py::test_unreadable_scope_does_not_narrow_anything", "tests/unit/test_stage_head_place_not_camera.py::test_body_survives_and_comes_after_the_head", "tests/unit/test_stage_head_place_not_camera.py::test_fingerprint_folds_the_stage_head[recipe_stage_head_content]", "tests/unit/test_stage_head_place_not_camera.py::test_fingerprint_folds_the_stage_head[recipe_stage_head_pack]", "tests/unit/test_stage_head_place_not_camera.py::test_geom_head_keeps_its_camera_lock_on_purpose", "tests/unit/test_stage_head_place_not_camera.py::test_mannequin_head_keeps_its_camera_lock_on_purpose", "tests/unit/test_stage_head_place_not_camera.py::test_no_camera_contract_keeps_the_old_lock", 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"tests/unit/test_static_clause_authority.py::test_expression_clause_is_absent_from_people_less_shots[17]", "tests/unit/test_static_clause_authority.py::test_expression_clause_is_absent_from_people_less_shots[]", "tests/unit/test_static_clause_authority.py::test_fingerprint_folds_the_naturalism_stem_bytes", "tests/unit/test_static_clause_authority.py::test_naturalism_pack_follows_the_backend[False-37]", "tests/unit/test_static_clause_authority.py::test_naturalism_pack_follows_the_backend[False-39]", "tests/unit/test_static_clause_authority.py::test_naturalism_pack_follows_the_backend[True-38]", "tests/unit/test_static_clause_authority.py::test_naturalism_pack_follows_the_backend[True-40]", "tests/unit/test_static_clause_authority.py::test_new_wording_actually_lands[17]", "tests/unit/test_static_clause_authority.py::test_new_wording_actually_lands[]", "tests/unit/test_static_clause_authority.py::test_old_authority_grabbing_wording_is_gone[17]", "tests/unit/test_static_clause_authority.py::test_old_authority_grabbing_wording_is_gone[]", "tests/unit/test_static_clause_authority.py::test_people_shot_keeps_all_three_clauses[17]", "tests/unit/test_static_clause_authority.py::test_people_shot_keeps_all_three_clauses[]", "tests/unit/test_static_clause_authority.py::test_shed_table_points_at_the_pack_the_assembly_renders", "tests/unit/test_step_config_drift_ack.py::test_ack_allows_nondestructive_rerun", "tests/unit/test_step_config_drift_ack.py::test_ack_does_not_cover_schema_version_mismatch", "tests/unit/test_step_config_drift_ack.py::test_ack_for_other_step_still_blocks", "tests/unit/test_step_config_drift_ack.py::test_no_ack_blocks_config_drift", "tests/unit/test_step_config_drift_ack.py::test_public_run_force_latch_blocks_before_any_mutation", "tests/unit/test_step_config_drift_ack.py::test_step_entry_latch_blocks_all_modes", "tests/unit/test_step_config_drift_ack.py::test_step_entry_latch_respects_switch_off", "tests/unit/test_step_config_drift_ack.py::test_target_scope_drift_still_wins_over_ack", "tests/unit/test_step_config_drift_ack.py::test_the_base_runner_does_not_open_on_ack_for_a_non_image_step", "tests/unit/test_step_lock.py::test_PID_가_바뀌면_신원과_등록부를_새로_만든다", "tests/unit/test_step_lock.py::test_PermissionError_는_살아있음이다", "tests/unit/test_step_lock.py::test_cancelled_는_재개하면_다시_돈다", "tests/unit/test_step_lock.py::test_parse_iso_는_문자열과_datetime_을_둘_다_받는다", "tests/unit/test_step_lock.py::test_router_completion_도_같은_표를_본다", "tests/unit/test_step_lock.py::test_tz_없는_값은_UTC_로_읽는다", "tests/unit/test_step_lock.py::test_같은_호스트인데_PID_가_없으면_죽었다", "tests/unit/test_step_lock.py::test_글_LLM_도_같은_표를_본다", "tests/unit/test_step_lock.py::test_동시에_들어와도_하나만_이긴다", "tests/unit/test_step_lock.py::test_등록부는_같은_키에_여러_run_id를_담는다", "tests/unit/test_step_lock.py::test_마지막_소유자가_나가면_키가_사라진다", "tests/unit/test_step_lock.py::test_신선한_하트비트는_살아있다", "tests/unit/test_step_lock.py::test_신원_없는_옛_행은_예전대로_경과_시간으로_풀린다", "tests/unit/test_step_lock.py::test_신원_없는_옛_행은_예전대로_경과_시간으로_회수된다", "tests/unit/test_step_lock.py::test_신원_없는_옛_행이_아직_안_지났으면_막는다", "tests/unit/test_step_lock.py::test_신원_있는_UNKNOWN_은_경과_시간으로_안_뺏는다", "tests/unit/test_step_lock.py::test_신원도_하트비트도_없으면_모른다", "tests/unit/test_step_lock.py::test_없는_PID_는_사망이다", "tests/unit/test_step_lock.py::test_에피소드_자리는_한_번만_잡힌다", "tests/unit/test_step_lock.py::test_이_프로세스가_등록부에_있으면_살아있다", "tests/unit/test_step_lock.py::test_이_프로세스인데_등록부에_없으면_죽었다", "tests/unit/test_step_lock.py::test_일반_예외도_failed_로_적힌다", "tests/unit/test_step_lock.py::test_자리를_놓으면_다음_요청이_들어온다", "tests/unit/test_step_lock.py::test_정지_표가_pool_worker_로_실려_간다", "tests/unit/test_step_lock.py::test_정지_표가_걸리면_유료_호출_길목에서_멈춘다", "tests/unit/test_step_lock.py::test_정지_표가_없으면_길목은_그대로_통과한다", "tests/unit/test_step_lock.py::test_정지_표는_예산_없는_경로에서도_들린다", "tests/unit/test_step_lock.py::test_정지가_아닌_AppError_는_여전히_failed_로_적힌다", "tests/unit/test_step_lock.py::test_정지는_실패가_아니라_cancelled_로_적힌다", "tests/unit/test_step_lock.py::test_진_contender_의_퇴장이_산_소유자를_안_지운다", "tests/unit/test_step_lock.py::test_하트비트_만료는_기본적으로_자동_풀기가_아니다", "tests/unit/test_step_lock.py::test_하트비트_만료는_기본적으로_자동_회수가_아니다", "tests/unit/test_step_lock.py::test_하트비트_풀기를_켜면_만료가_죽음이_된다", "tests/unit/test_step_lock.py::test_하트비트_회수를_켜면_만료가_죽음이_된다", "tests/unit/test_step_lock.py::test_확정_사망은_즉시_풀린다", "tests/unit/test_step_lock.py::test_확정_사망은_즉시_회수된다", "tests/unit/test_step_runner_owner_aware_update.py::test_update_step_run_includes_run_id_when_require_owner", "tests/unit/test_step_runner_owner_aware_update.py::test_update_step_run_omits_run_id_when_not_require_owner", "tests/unit/test_step_runner_owner_aware_update.py::test_update_step_run_strict_raises_when_owner_lost", "tests/unit/test_step_runner_verify_crashed.py::TestSafeVerifyCompletionAppErrorContractDrift::test_apperror_contract_violation_returns_contract_drift", "tests/unit/test_step_runner_verify_crashed.py::TestSafeVerifyCompletionAppErrorContractDrift::test_apperror_other_code_returns_contract_drift", "tests/unit/test_step_runner_verify_crashed.py::TestSafeVerifyCompletionPassThrough::test_failure_report_passes_through", "tests/unit/test_step_runner_verify_crashed.py::TestSafeVerifyCompletionPassThrough::test_no_exception_returns_completion_report_unchanged", "tests/unit/test_step_runner_verify_crashed.py::TestSafeVerifyCompletionVerifyCrashed::test_apperror_verify_crashed_propagates_unchanged", "tests/unit/test_step_runner_verify_crashed.py::TestSafeVerifyCompletionVerifyCrashed::test_attribute_error_raises_verify_crashed", "tests/unit/test_step_runner_verify_crashed.py::TestSafeVerifyCompletionVerifyCrashed::test_keyerror_raises_verify_crashed", "tests/unit/test_step_runner_verify_crashed.py::TestSafeVerifyCompletionVerifyCrashed::test_value_error_raises_verify_crashed", "tests/unit/test_still_recipe.py::test_ab_branch_refs_differ_only_by_conti", "tests/unit/test_still_recipe.py::test_ab_branch_refs_require_plate_for_complex", "tests/unit/test_still_recipe.py::test_ab_branch_refs_seed_bg_differ_only_by_conti", "tests/unit/test_still_recipe.py::test_apply_share_plan_prev_overrides", "tests/unit/test_still_recipe.py::test_bgfirst_bg_prompt_lighting_param", "tests/unit/test_still_recipe.py::test_bgfirst_bg_prompt_v10_keeps_animals_and_scale", "tests/unit/test_still_recipe.py::test_bgfirst_eligible_full_chain_includes_lane_and_prev", "tests/unit/test_still_recipe.py::test_bgfirst_eligible_full_chain_still_excludes_bgonly_and_noconti", "tests/unit/test_still_recipe.py::test_bgfirst_eligible_full_excludes_prev_bgonly_lane_noconti", "tests/unit/test_still_recipe.py::test_bgfirst_eligible_full_includes_complex_and_seed", "tests/unit/test_still_recipe.py::test_bgfirst_seed_clause_and_input_ids_with_seed", "tests/unit/test_still_recipe.py::test_bgfirst_winner_lineage_canon_master_authority", "tests/unit/test_still_recipe.py::test_bgfirst_winner_lineage_prev_authority", "tests/unit/test_still_recipe.py::test_bgonly_refs_carry_only_the_handler", "tests/unit/test_still_recipe.py::test_bgonly_refs_skip_when_no_name_matches", "tests/unit/test_still_recipe.py::test_camera_frame_clause_fail_safe_empty", "tests/unit/test_still_recipe.py::test_camera_frame_clause_renders_staging_contract", "tests/unit/test_still_recipe.py::test_chain_bg_location_pack_in_run_fingerprint_source_contract", "tests/unit/test_still_recipe.py::test_classify_v4_asks_who_handles_the_object", "tests/unit/test_still_recipe.py::test_conduct_bgonly_gets_drawn_mark_only", "tests/unit/test_still_recipe.py::test_conduct_clauses_injected_when_version_set", "tests/unit/test_still_recipe.py::test_conduct_empty_is_byte_identical", "tests/unit/test_still_recipe.py::test_conti_targets_includes_prev_shots_when_geom", "tests/unit/test_still_recipe.py::test_conti_targets_reads_classification_directly", "tests/unit/test_still_recipe.py::test_decide_groupbg_reuse_all_members_compare_canonical_fp", "tests/unit/test_still_recipe.py::test_decide_groupbg_reuse_follower_detects_context_drift", "tests/unit/test_still_recipe.py::test_effective_prompt_used_prefers_selected_variant", "tests/unit/test_still_recipe.py::test_geom_authority_replaces_stage_head", "tests/unit/test_still_recipe.py::test_geom_authority_swaps_sketch_label", "tests/unit/test_still_recipe.py::test_geom_authority_without_conti_is_noop", "tests/unit/test_still_recipe.py::test_groupbg_context_sig_detects_drift", "tests/unit/test_still_recipe.py::test_groupbg_prompt_no_people_and_no_shot_specific", "tests/unit/test_still_recipe.py::test_groupbg_prompt_v10_ignores_extras_byte_identical", "tests/unit/test_still_recipe.py::test_groupbg_prompt_v10_keeps_animals", "tests/unit/test_still_recipe.py::test_groupbg_prompt_v11_empty_extras_omit_clauses", "tests/unit/test_still_recipe.py::test_groupbg_prompt_v11_location_detail_and_evidence", "tests/unit/test_still_recipe.py::test_groupbg_require_input_ids_fail_closed", "tests/unit/test_still_recipe.py::test_handled_clause_coexists_with_no_people", "tests/unit/test_still_recipe.py::test_handled_object_clause_names_the_hand_owner", "tests/unit/test_still_recipe.py::test_identity_role_builder_empty_without_char_refs", "tests/unit/test_still_recipe.py::test_identity_role_clause_injected_after_people", "tests/unit/test_still_recipe.py::test_identity_role_condition_mirrors_build_still_refs", "tests/unit/test_still_recipe.py::test_identity_role_empty_is_byte_identical", "tests/unit/test_still_recipe.py::test_lighting_mood_clause_failsafe_empty", "tests/unit/test_still_recipe.py::test_lighting_mood_clause_renders_from_staging", "tests/unit/test_still_recipe.py::test_locked_pose_short_ids_prev_coverage_rule", "tests/unit/test_still_recipe.py::test_mannequin_wins_over_geom_authority", "tests/unit/test_still_recipe.py::test_multiroll_select_actually_accepts_the_three_keys", "tests/unit/test_still_recipe.py::test_no_handler_keeps_prompt_identical", "tests/unit/test_still_recipe.py::test_no_people_clause_permits_the_hand_that_holds", "tests/unit/test_still_recipe.py::test_outer_hash_carries_still_only_judge_pack_and_geom", "tests/unit/test_still_recipe.py::test_outfit_assignments_conflict_fail_closed", "tests/unit/test_still_recipe.py::test_outfit_assignments_invalid_fail_closed", "tests/unit/test_still_recipe.py::test_outfit_assignments_production_shape_selects_composite", "tests/unit/test_still_recipe.py::test_partition_lineage_excludes_plate_conti_from_reference", "tests/unit/test_still_recipe.py::test_plate_authority_absent_conti_divergence_fail_closed", "tests/unit/test_still_recipe.py::test_plate_authority_absent_conti_is_sot_when_mapping_missing", "tests/unit/test_still_recipe.py::test_plate_authority_absent_keeps_consistent_assignment", "tests/unit/test_still_recipe.py::test_plate_authority_conti_mismatch_fail_closed", "tests/unit/test_still_recipe.py::test_plate_authority_entry_wins_and_matches_conti", "tests/unit/test_still_recipe.py::test_plate_authority_missing_file_fail_closed", "tests/unit/test_still_recipe.py::test_plate_flow_mode_truth_table", "tests/unit/test_still_recipe.py::test_prev_shot_gets_conti_only_under_geom_authority", "tests/unit/test_still_recipe.py::test_prompt_bgonly_does_not_override_assigned_characters", "tests/unit/test_still_recipe.py::test_prompt_bgonly_no_people_no_pose", "tests/unit/test_still_recipe.py::test_prompt_camera_frame_insertion_and_identity", "tests/unit/test_still_recipe.py::test_prompt_lane_location_authority", "tests/unit/test_still_recipe.py::test_prompt_no_chars_fallback", "tests/unit/test_still_recipe.py::test_prompt_normal_order_and_people_traits", "tests/unit/test_still_recipe.py::test_prompt_pose_canon_injects_gravity_contract", "tests/unit/test_still_recipe.py::test_prompt_prev_continues_and_usage", "tests/unit/test_still_recipe.py::test_prompt_v1_assembly_unchanged_without_seed", "tests/unit/test_still_recipe.py::test_prompt_v4_structure_look_clause", "tests/unit/test_still_recipe.py::test_prompt_v5_seed_bg_location_lock", "tests/unit/test_still_recipe.py::test_prompt_world_anchor_injected", "tests/unit/test_still_recipe.py::test_recipe_service_fail_closed_on_missing_upstream", "tests/unit/test_still_recipe.py::test_refs_bgonly_plate_only", "tests/unit/test_still_recipe.py::test_refs_bgonly_share_plan_prev_wins", "tests/unit/test_still_recipe.py::test_refs_lane_direct_seed_seed_only", "tests/unit/test_still_recipe.py::test_refs_lane_sketch_seed_prev_entities", "tests/unit/test_still_recipe.py::test_refs_normal_plate_conti_entities", "tests/unit/test_still_recipe.py::test_refs_prev_uses_sel_and_no_conti", "tests/unit/test_still_recipe.py::test_refs_structure_seed_guards", "tests/unit/test_still_recipe.py::test_refs_v4_bg_only_includes_seed", "tests/unit/test_still_recipe.py::test_refs_v4_plate_and_seed_coexist_order", "tests/unit/test_still_recipe.py::test_refs_v5_seed_bg_single_authority", "tests/unit/test_still_recipe.py::test_resolve_groupbg_canonical_origin_contract", "tests/unit/test_still_recipe.py::test_resolve_groupbg_canonical_origin_group_sig_fail_closed", "tests/unit/test_still_recipe.py::test_resolve_groupbg_regen_origin_contract", "tests/unit/test_still_recipe.py::test_resolver_exact_miss_returns_none", "tests/unit/test_still_recipe.py::test_run_branch_select_default_omits_new_kwargs", "tests/unit/test_still_recipe.py::test_run_branch_select_forwards_fix_ref_gate_and_missing_texts", "tests/unit/test_still_recipe.py::test_run_branch_select_forwards_fix_rejudge_fn", "tests/unit/test_still_recipe.py::test_run_branch_select_forwards_variant_kwargs", "tests/unit/test_still_recipe.py::test_run_branch_select_gate_without_texts_sends_empty_clause", "tests/unit/test_still_recipe.py::test_run_branch_select_gen_fix_same_callable_executes", "tests/unit/test_still_recipe.py::test_scene_image_step_config_hash_stamped_only_when_on", "tests/unit/test_still_recipe.py::test_scene_pipeline_hash_stamps_chain_bg_location_pack", "tests/unit/test_still_recipe.py::test_scene_pipeline_hash_stamps_lane_bgfirst_pack", "tests/unit/test_still_recipe.py::test_scene_pipeline_hash_stamps_lane_pack_on_only", "tests/unit/test_still_recipe.py::test_service_derives_geom_authority_from_classification", "tests/unit/test_still_recipe.py::test_service_hands_the_gate_and_texts_to_run_branch_select", "tests/unit/test_still_recipe.py::test_service_passes_geom_authority_to_all_three_assemblers", "tests/unit/test_still_recipe.py::test_service_passes_handled_by", "tests/unit/test_still_recipe.py::test_share_plan_service_wiring_source_contract", "tests/unit/test_still_recipe.py::test_still_prompt_lighting_applies_to_bg_only", "tests/unit/test_still_recipe.py::test_still_prompt_lighting_empty_is_byte_identical", "tests/unit/test_still_recipe.py::test_still_prompt_lighting_inserted_after_camera_frame", "tests/unit/test_still_recipe.py::test_still_recipe_v11_pack_copy_integrity", "tests/unit/test_still_recipe.py::test_still_variants_flag_default_off", "tests/unit/test_still_recipe.py::test_still_variants_service_and_hash_wiring_source_contract", "tests/unit/test_still_recipe.py::test_validate_groupbg_conti_source_fail_closed", "tests/unit/test_still_recipe.py::test_variants_critique_and_judge_model_wiring_source_contract", "tests/unit/test_still_recipe.py::test_ve_fallback_scene_union", "tests/unit/test_still_recipe.py::test_winner_exact_multiroll_tag", "tests/unit/test_still_recipe_bgfirst.py::test_bg_fill_prompt_order_and_stems", "tests/unit/test_still_recipe_bgfirst.py::test_bg_fill_prompt_requires_place_and_world_facts", "tests/unit/test_still_recipe_bgfirst.py::test_bg_only_lane_shot_keeps_its_plate_reference", "tests/unit/test_still_recipe_bgfirst.py::test_bg_only_lane_shot_prompt_matches_its_attached_plate", "tests/unit/test_still_recipe_bgfirst.py::test_bg_prompt_assembly_matches_canonical_order", "tests/unit/test_still_recipe_bgfirst.py::test_bg_prompt_camera_optional", "tests/unit/test_still_recipe_bgfirst.py::test_bgfirst_refs_omit_sketch_slot_when_conti_is_none", "tests/unit/test_still_recipe_bgfirst.py::test_bgfirst_refs_omits_sketch_slot_when_conti_is_none", "tests/unit/test_still_recipe_bgfirst.py::test_bgfirst_winner_lineage_matrix", "tests/unit/test_still_recipe_bgfirst.py::test_chain_bg_mode_is_exclusive_with_other_authorities", "tests/unit/test_still_recipe_bgfirst.py::test_chain_bg_mode_off_is_byte_identical", "tests/unit/test_still_recipe_bgfirst.py::test_chain_bg_mode_replaces_location_photograph_tail", "tests/unit/test_still_recipe_bgfirst.py::test_chain_bg_stem_loads_from_explicit_version", "tests/unit/test_still_recipe_bgfirst.py::test_chain_only_branch_critiques_selected_prompt_only", "tests/unit/test_still_recipe_bgfirst.py::test_chain_only_decided_before_b_candidate_assembly", "tests/unit/test_still_recipe_bgfirst.py::test_conti_defect_matrix", "tests/unit/test_still_recipe_bgfirst.py::test_contract_version_bumped_for_eligibility_change", "tests/unit/test_still_recipe_bgfirst.py::test_contract_version_pinned_to_current_chain_prompt_migration", "tests/unit/test_still_recipe_bgfirst.py::test_eligible_plain_conti_shot_only", "tests/unit/test_still_recipe_bgfirst.py::test_entity_labels_match_noconti_branch", "tests/unit/test_still_recipe_bgfirst.py::test_final_prompt_default_stays_byte_identical", "tests/unit/test_still_recipe_bgfirst.py::test_final_prompt_default_takes_the_dedicated_stage_head", "tests/unit/test_still_recipe_bgfirst.py::test_final_prompt_wraps_base", "tests/unit/test_still_recipe_bgfirst.py::test_full_contract_version_present", "tests/unit/test_still_recipe_bgfirst.py::test_judge_header_is_neutral", "tests/unit/test_still_recipe_bgfirst.py::test_lane_chain_authority_is_entry_assert_not_branch_condition", "tests/unit/test_still_recipe_bgfirst.py::test_lane_conti_only_final_lineage_has_no_conti_edge", "tests/unit/test_still_recipe_bgfirst.py::test_lane_conti_only_input_ids_exempts_plate_only_in_that_mode", "tests/unit/test_still_recipe_bgfirst.py::test_lane_conti_only_rejects_supplied_plate_input", "tests/unit/test_still_recipe_bgfirst.py::test_lane_contract_version_present", "tests/unit/test_still_recipe_bgfirst.py::test_lane_facts_are_not_wired_into_non_lane_paths", "tests/unit/test_still_recipe_bgfirst.py::test_lane_pack_registered", "tests/unit/test_still_recipe_bgfirst.py::test_lane_shot_with_assigned_plate_resolves_lane_conti_only", 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