{"ok":true,"requestId":"1ad1655b0800d605f63621f9","graph":{"graph_id":"lillian-gilbreth","slug":"lillian-gilbreth","canonical_slug":"lillian-gilbreth","canonical_url":"https://www.fodda.ai/graphs/lillian-gilbreth","readme_url":"https://api.fodda.ai/v1/graphs/lillian-gilbreth/readme","name":"Lillian Moller Gilbreth","description":"Pioneering industrial psychologist and industrial engineer who invented the kitchen work triangle, foot-pedal trash can, flow process charting, and human-centered motion study.","curator":"Public Domain Canon / Fodda Editorial","curator_url":"","domain":"Interaction Design & Motion Optimization","version":"2026-Q1","public_bucket":"libraries","graph_type":"expert","graph_sub_type":"Classic Digital Twin","verticals":[],"topics":["human factors engineering and ergonomics","motion study and interaction micro","actions (therbligs)","fatigue reduction and cognitive load management","spatial routing and the kitchen work triangle","flow process charting and business process analysis","industrial and organizational psychology"],"suitable_questions":["How does Lillian Gilbreth's analysis of 'therbligs' (elemental motions) diagnose micro-friction and unnecessary clicks in modern software workflows?","When designing consumer hardware or kitchen appliances, how does Gilbreth's 'Work Triangle' principle optimize spatial layout to eliminate user fatigue?","What is the difference between Taylor's mechanistic time study and Gilbreth's human-centered psychology of management?","How does Gilbreth's Flow Process Chart framework uncover hidden delays, redundant inspections, and context-switching waste in enterprise operations?"],"example_queries":["How does Lillian Gilbreth's analysis of 'therbligs' (elemental motions) diagnose micro-friction and unnecessary clicks in modern software workflows?","When designing consumer hardware or kitchen appliances, how does Gilbreth's 'Work Triangle' principle optimize spatial layout to eliminate user fatigue?","What is the difference between Taylor's mechanistic time study and Gilbreth's human-centered psychology of management?","How does Gilbreth's Flow Process Chart framework uncover hidden delays, redundant inspections, and context-switching waste in enterprise operations?"],"not_suitable_for":[],"selection_summary":"Pioneering industrial psychologist and industrial engineer who invented the kitchen work triangle, foot-pedal trash can, flow process charting, and human-centered motion study.","trend_count":5,"evidence_count":15,"article_count":15,"company_count":0,"derived_counts":{"trends":5,"evidence":15,"articles":15,"companies":0,"trend_count":5,"evidence_count":15,"article_count":15,"company_count":0},"last_synced":"2026-11-08T23:58:28.329Z","status":"live","deprecated":false,"freshness_status":"current","last_updated":"2026-11-08","published_date":"2026-11-08","webpage_url":null,"is_playground":false,"headline":"Pioneering industrial psychologist and industrial engineer who invented the kitchen work triangle, foot-pedal trash can, flow process charting, and human-centered motion study.","subhead":"","geography":"","company":"","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F59%2F59%2F1794261600000%2FHWUctwhmRW9jXsYwMLwLYg%2FY5lsuxc9RXMRxtKwjPLR_Fd4--vwjvwRtNvkLWFq7KL0eaGi1HLwNulB-Z3LEcAcsRkDJAtW24LaeQC7BpBPSya_CG7BRcFv0ObG-Oo4FJXD__wVVO-JiQthtIFv92WajrKr87WuLW9M8ZKI5SnPcw%2F-t9bZW-Atb8SMFJmJX7AbyhLrKvJItbaHfamhhHwT00","source_url":"","price_per_query":null,"what_it_does":"","key_features":"","by_the_numbers":"5 trends, 15 evidence cards","for_teams_like":"","how_to_access":"Available via MCP, API, and Chat. Use graph ID: lillian-gilbreth","what_contains":"","agent_prompt":"CRITICAL: Use this graph when the user is analyzing workplace ergonomics, UX/UI interaction design, operational process flowcharts, digital product friction, human-machine interfaces, manufacturing motion economy, or employee fatigue. This graph provides Lillian Moller Gilbreth's foundational human factors and motion study frameworks from The Psychology of Management (1914) and Applied Motion Study (1917) to diagnose whether an environment or product eliminates unnecessary human effort or forces users into exhausting, unnatural cognitive and physical strain.","skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]}}