| adjust_suggestion_score | Apply context-based scoring adjustments |
| apply_suggestion_rules | Apply suggestion rules to context data |
| assign_category | Assign category based on suggestion content and concept |
| assign_difficulty | Assign difficulty rating based on components and suggestion... |
| as_tibble.bid_issues | Convert bid_issues object to tibble |
| as_tibble.bid_stage | Convert bid_stage to tibble |
| bid_address | Create Notice stage from single telemetry issue (sugar) |
| bid_anticipate | Document User Behavior Anticipation Stage in BID Framework |
| bid_concept | Get detailed information about a specific concept |
| bid_concepts | Search BID Framework Concepts |
| bid_flags | Extract telemetry flags from bid_issues object |
| bid_get_quiet | Get current quiet mode setting |
| bid_ingest_telemetry | Ingest telemetry data and identify UX friction points |
| bid_interpret | Document User Interpretation Stage in BID Framework |
| bid_notice | Document User Notice Stage in BID Framework |
| bid_notice_issue | Create Notice stage from individual telemetry issue |
| bid_notices | Create multiple Notice stages from telemetry issues |
| bid_pipeline | Create pipeline of Notice stages from top telemetry issues... |
| bid_quick_suggest | Quick UX Suggestions for R Dashboard Developers |
| bid_report | Generate BID Framework Report |
| bid_result | Constructor for BID result collection objects |
| bid_set_quiet | Set global quiet mode for bidux functions |
| bid_stage | Constructor for BID stage objects |
| bid_structure | Document Dashboard Structure Stage in BID Framework |
| bid_suggest_components | Suggest UI Components Based on BID Framework Analysis |
| bid_telemetry | Concise telemetry analysis with tidy output |
| bid_telemetry_presets | Get predefined telemetry sensitivity presets |
| bidux-package | bidux: Behavioral Insight Design: A Toolkit for Integrating... |
| bid_validate | Document User Validation Stage in BID Framework |
| bid_with_quiet | Temporarily suppress bidux messages |
| build_concept_group | Build suggestions for a specific concept |
| build_groups_with_suggestions | Build suggestion groups organized by concept |
| create_confusion_notice | Create notice stage for confusion patterns |
| create_delay_notice | Create notice stage for delayed interactions |
| create_error_notice | Create notice stage for error patterns |
| create_navigation_notice | Create notice stage for navigation issues |
| create_unused_input_notice | Create notice stage for unused input |
| deduplicate_warnings_suggestions | Remove duplicate warning-suggestion pairs |
| detect_telemetry_format | Auto-detect telemetry format from file extension |
| dot-calculate_severity_metrics | Calculate severity metrics for an issue |
| dot-classify_issue_type | Classify issue type from issue key |
| dot-create_issues_tibble | Create tidy issues tibble from notice issues list |
| dot-flags_from_issues | Extract global telemetry flags from issues and events |
| dot-suggest_theory_from_text | Suggest theory from text with confidence scoring and... |
| extract_stage | Extract specific stage from bid_result |
| extract_stage1_theory | Extract theory concepts from Stage 1 (Notice) |
| find_confusion_patterns | Find confusion patterns (rapid repeated changes) |
| find_delayed_sessions | Find sessions with delayed first interaction |
| find_error_patterns | Find error patterns in telemetry |
| find_navigation_dropoffs | Find navigation drop-offs or underused pages |
| find_unused_inputs | Find unused or under-used inputs |
| flatten_suggestions_to_tibble | Convert nested suggestion groups to flat tibble |
| format_label | Format field label based on output format |
| get_accessibility_recommendations | Get accessibility recommendations for a given context |
| get_cognitive_load_suggestions | Generate Cognitive Load Theory suggestions |
| get_concept_bias_mappings | Get bias mitigation strategies for concepts |
| get_concepts_data | Internal function to get concepts data from external files |
| get_consolidated_suggestion_rules | Get consolidated suggestion rules for all BID stages |
| get_default_concepts_data | Get default concepts data with lazy loading |
| get_default_layout_mappings | Get default layout mappings (fallback) |
| get_default_theory_mappings | Get default theory mappings (fallback) |
| get_dual_processing_suggestions | Generate Dual-Processing Theory suggestions |
| get_fallback_concepts_data | Fallback concepts data for emergency use |
| get_fallback_suggestion | Generate fallback suggestions for stages without specific... |
| get_generic_suggestions | Generate generic suggestions for unrecognized concepts |
| get_information_scent_suggestions | Generate Information Scent suggestions |
| get_layout_concepts | Get concepts recommended for a layout |
| get_metadata | Get metadata from bid_stage object |
| get_onboarding_suggestions | Generate User Onboarding suggestions |
| get_progressive_disclosure_suggestions | Generate Progressive Disclosure suggestions |
| get_proximity_suggestions | Generate Principle of Proximity suggestions |
| get_stage | Get stage name from bid_stage object |
| get_visual_hierarchy_suggestions | Generate Visual Hierarchy suggestions |
| infer_concepts_from_story | Infer concepts from Stage 2 (Interpret) story elements |
| is_bid_stage | Check if object is a bid_stage |
| is_complete | Check if workflow is complete (has all 5 stages) |
| layout_rationale | Generate layout selection rationale |
| load_accessibility_guidelines | Load accessibility guidelines |
| load_concept_bias_mappings | Load concept-bias mappings |
| load_concepts_data | Load concepts data from external file with caching |
| load_layout_mappings | Load layout-concept mappings |
| load_theory_mappings | Load theory mappings from external file or use defaults |
| new_bias_mitigations | Create bias mitigations tibble |
| new_bid_result | Create a BID result collection object (internal constructor) |
| new_bid_stage | Create a BID stage result object (internal constructor) |
| new_data_story | Create a data story object |
| new_user_personas | Create user personas tibble |
| normalize_telemetry_columns | Normalize telemetry column names |
| print.bid_bias_mitigations | Print method for bias mitigations objects |
| print.bid_data_story | Print method for data story objects |
| print.bid_issues | Print method for bid_issues objects |
| print.bid_result | Print method for BID result objects |
| print.bid_stage | Print method for BID stage objects |
| print.bid_user_personas | Print method for user personas objects |
| rank_and_sort_suggestions | Rank and sort suggestions within each group |
| read_telemetry_data | Read telemetry data from file or connection |
| read_telemetry_json | Read telemetry from JSON log file |
| read_telemetry_sqlite | Read telemetry from SQLite database |
| safe_lower | Safely convert text to lowercase with null handling |
| safe_stage_data_story_access | Safe access to data_story elements from previous stage |
| structure_suggestions | Generate ranked, concept-grouped, actionable UI/UX... |
| suggest_layout_from_previous | Suggest layout based on previous stage content using... |
| suggest_theory_from_mappings | Suggest theory based on problem and evidence using mappings |
| summary.bid_result | Summary method for BID result objects |
| summary.bid_stage | Summary method for BID stage objects |
| validate_bid_result | Validate BID result object |
| validate_bid_stage | Validate BID stage object |
| validate_concepts_data_structure | Validate loaded concepts data structure |
| validate_param | Common validation utility for bidux functions (DRY principle) |
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