{
  "metadata": {
    "title": "Rocoto Fabrication Operations Tracker",
    "version": "2026-10-18-r4",
    "checked_date": "2026-10-18",
    "scope": "Bounded editorial source map of real manual fabrication operations; not an official WorldSkills taxonomy, exhaustive trade catalogue, robot capability claim or ranking.",
    "operation_count": 83,
    "coverage_note": "The register covers selected manual physical fabrication operations from the listed trade sources. It is a working research map, with source coverage gaps visible in the Sources sheet.",
    "unreviewed_definition": "Unreviewed is a research status: the operation still needs a bounded source review. It does not mean no robot exists.",
    "evidence_boundary": "The operation register maps physical work from occupational and process sources. Robot/system cases are supplementary records, kept separate from the operation rows and unranked.",
    "historical_register": "article-atlas-sources.json remains preserved as the earlier evidence record. SpeedFolding remains an adjacent handling reference and is excluded from the fabrication operation count."
  },
  "taxonomy": {
    "title": "Manual physical fabrication operations register",
    "version": "2026-10-18-r2.1",
    "crosscutting_axes": [
      {
        "axis": "preparation",
        "examples": [
          "interpret brief/drawing",
          "select material",
          "prepare tool and consumables",
          "set process parameters"
        ]
      },
      {
        "axis": "holding_and_workholding",
        "examples": [
          "fixture",
          "clamp",
          "jig",
          "mould",
          "dress form",
          "vise",
          "bench support"
        ]
      },
      {
        "axis": "measurement_and_inspection",
        "examples": [
          "set out",
          "dimension check",
          "surface/appearance check",
          "functional test",
          "quality record"
        ]
      },
      {
        "axis": "cleanup_and_handover",
        "examples": [
          "remove waste",
          "segregate/recycle",
          "clean tools",
          "record traceability",
          "handover"
        ]
      }
    ],
    "evidence_default": "unreviewed"
  },
  "domains": [
    "ceramics",
    "electronics/assembly",
    "glass",
    "jewellery",
    "metal",
    "polymer/composites",
    "textiles",
    "wood"
  ],
  "process_groups": [
    "curing / firing",
    "cutting / stock preparation",
    "finishing",
    "fit / preparation",
    "forming / lay-up",
    "joining / assembly",
    "preparation / inspection",
    "process / handoff",
    "surface application"
  ],
  "operations": [
    {
      "id": "wood-01",
      "trade_or_work_domain": "cabinetmaking",
      "domain": "wood",
      "operation": "Interpret or adapt drawings and specifications",
      "material": "solid wood, veneers, fittings",
      "typical_tools_or_equipment": "drawings, rule, square, marking tools",
      "output_or_quality_check": "interpretable dimensions and construction intent",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1704/",
      "source_key": "cab",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "wood-01",
      "process_group": "preparation / inspection",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-CAB"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "wood-02",
      "trade_or_work_domain": "cabinetmaking",
      "domain": "wood",
      "operation": "Set out and measure components",
      "material": "timber and sheet goods",
      "typical_tools_or_equipment": "rule, square, gauge, marking knife",
      "output_or_quality_check": "accurate layout before cutting",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1704/",
      "source_key": "cab",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "wood-02",
      "process_group": "preparation / inspection",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-CAB"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "wood-03",
      "trade_or_work_domain": "cabinetmaking",
      "domain": "wood",
      "operation": "Select and orient timber for the intended visible result",
      "material": "solid wood and associated materials",
      "typical_tools_or_equipment": "stock inspection, layout tools",
      "output_or_quality_check": "material choice and grain placement fit the brief",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1704/",
      "source_key": "cab",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "wood-03",
      "process_group": "preparation / inspection",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-CAB"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "wood-04",
      "trade_or_work_domain": "cabinetmaking",
      "domain": "wood",
      "operation": "Cut components to the marked dimensions",
      "material": "solid wood and sheet goods",
      "typical_tools_or_equipment": "hand saws, powered saws, cutting guides",
      "output_or_quality_check": "parts meet dimensions and cut quality",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1704/",
      "source_key": "cab",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "wood-04",
      "process_group": "cutting / stock preparation",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-CAB"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "wood-05",
      "trade_or_work_domain": "cabinetmaking",
      "domain": "wood",
      "operation": "Form joints",
      "material": "solid wood and sheet goods",
      "typical_tools_or_equipment": "hand tools, routers, chisels, jigs",
      "output_or_quality_check": "joint geometry and fit meet the drawing",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1704/",
      "source_key": "cab",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "wood-05",
      "process_group": "joining / assembly",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-CAB"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "wood-06",
      "trade_or_work_domain": "cabinetmaking",
      "domain": "wood",
      "operation": "Assemble furniture or a unit",
      "material": "wood, veneers, fittings, adhesives",
      "typical_tools_or_equipment": "clamps, assembly bench, fastening tools",
      "output_or_quality_check": "assembly is square, aligned and stable",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1704/",
      "source_key": "cab",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "wood-06",
      "process_group": "joining / assembly",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-CAB"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "wood-07",
      "trade_or_work_domain": "cabinetmaking",
      "domain": "wood",
      "operation": "Fit hinges, drawers and other moving hardware",
      "material": "wood, metal fittings",
      "typical_tools_or_equipment": "hinge jig, screwdrivers, measuring tools",
      "output_or_quality_check": "moving parts have the specified fit and glide",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1704/",
      "source_key": "cab",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "wood-07",
      "process_group": "cutting / stock preparation",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-CAB"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "wood-08",
      "trade_or_work_domain": "cabinetmaking",
      "domain": "wood",
      "operation": "Install fitted furniture or units where required",
      "material": "wood assemblies and fittings",
      "typical_tools_or_equipment": "installation tools, levels, shims",
      "output_or_quality_check": "installed item fits its location and brief",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1704/",
      "source_key": "cab",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "wood-08",
      "process_group": "fit / preparation",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-CAB"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "wood-09",
      "trade_or_work_domain": "cabinetmaking / timber finishing",
      "domain": "wood",
      "operation": "Hand-sand and smooth timber surfaces and edges",
      "material": "solid wood, veneers and timber assemblies",
      "typical_tools_or_equipment": "abrasives, sanding blocks, hand tools",
      "output_or_quality_check": "surface is free from relevant defects and ready for the specified finish",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1713",
      "source_key": "garden",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "wood-09",
      "process_group": "finishing",
      "evidence_status": "related",
      "documented_robot_or_system": "Related cases: EV-003",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-GARDEN"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [
        "EV-003"
      ],
      "related_scope_note": "Related abrasive finishing system; timber, tool and quality equivalence need review."
    },
    {
      "id": "wood-10",
      "trade_or_work_domain": "cabinetmaking",
      "domain": "wood",
      "operation": "Polish components or assemblies and review final fit and finish",
      "material": "finished timber components and assemblies",
      "typical_tools_or_equipment": "polishing materials, hand tools and visual inspection",
      "output_or_quality_check": "proportion, fit, surface and final appearance meet the brief",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1704/",
      "source_key": "cab",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "wood-10",
      "process_group": "preparation / inspection",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-CAB"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "metal-11",
      "trade_or_work_domain": "welding and fabrication",
      "domain": "metal",
      "operation": "Interpret engineering drawings, standards and weld symbols",
      "material": "carbon steel, stainless steel, aluminium, copper alloys",
      "typical_tools_or_equipment": "drawings, weld symbols, measuring tools",
      "output_or_quality_check": "joint and fabrication requirements are understood",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1672/",
      "source_key": "weld",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "metal-11",
      "process_group": "preparation / inspection",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-WELD"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "metal-12",
      "trade_or_work_domain": "welding and fabrication",
      "domain": "metal",
      "operation": "Select welding process variables and technique",
      "material": "metal alloys",
      "typical_tools_or_equipment": "welding power source, torch/electrode, parameter controls",
      "output_or_quality_check": "process variables and travel plan suit material and joint",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1672/",
      "source_key": "weld",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "metal-12",
      "process_group": "preparation / inspection",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-WELD"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "metal-13",
      "trade_or_work_domain": "welding and fabrication",
      "domain": "metal",
      "operation": "Remove contamination and prepare joints",
      "material": "metal and alloys",
      "typical_tools_or_equipment": "grinder, abrasive, cutting/preparation tools",
      "output_or_quality_check": "clean joint geometry ready for joining",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1672/",
      "source_key": "weld",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "metal-13",
      "process_group": "joining / assembly",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-WELD"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "metal-14",
      "trade_or_work_domain": "welding and fabrication",
      "domain": "metal",
      "operation": "Thermally cut metal for fabrication",
      "material": "metal and alloys",
      "typical_tools_or_equipment": "thermal cutting equipment, PPE",
      "output_or_quality_check": "cut edges and dimensions meet fabrication requirement",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1672/",
      "source_key": "weld",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "metal-14",
      "process_group": "cutting / stock preparation",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-WELD"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "metal-15",
      "trade_or_work_domain": "welding and fabrication",
      "domain": "metal",
      "operation": "Join with manual metal arc or shielded metal arc welding",
      "material": "steel and stainless steel",
      "typical_tools_or_equipment": "MMA/SMAW power source, electrode holder",
      "output_or_quality_check": "deposited weld conforms to specified joint and quality",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1672/",
      "source_key": "weld",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "metal-15",
      "process_group": "joining / assembly",
      "evidence_status": "related",
      "documented_robot_or_system": "Related cases: EV-001, EV-007",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-WELD"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [
        "EV-001",
        "EV-007"
      ],
      "related_scope_note": "Related arc-welding context; the Rove source does not specify this exact process."
    },
    {
      "id": "metal-16",
      "trade_or_work_domain": "welding and fabrication",
      "domain": "metal",
      "operation": "Join with gas metal arc welding",
      "material": "steel, stainless steel, aluminium",
      "typical_tools_or_equipment": "GMAW/MIG equipment, shielding gas",
      "output_or_quality_check": "welded joint conforms to drawing and process specification",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1672/",
      "source_key": "weld",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "metal-16",
      "process_group": "joining / assembly",
      "evidence_status": "related",
      "documented_robot_or_system": "Related cases: EV-001, EV-007",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-WELD"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [
        "EV-001",
        "EV-007"
      ],
      "related_scope_note": "Related arc-welding context; the Rove source does not specify this exact process."
    },
    {
      "id": "metal-17",
      "trade_or_work_domain": "welding and fabrication",
      "domain": "metal",
      "operation": "Join with gas tungsten arc welding",
      "material": "steel, stainless steel, aluminium",
      "typical_tools_or_equipment": "GTAW/TIG torch, shielding gas",
      "output_or_quality_check": "controlled weld has required appearance and integrity",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1672/",
      "source_key": "weld",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "metal-17",
      "process_group": "joining / assembly",
      "evidence_status": "related",
      "documented_robot_or_system": "Related cases: EV-001, EV-007",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-WELD"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [
        "EV-001",
        "EV-007"
      ],
      "related_scope_note": "Related arc-welding context; the Rove source does not specify this exact process."
    },
    {
      "id": "metal-18",
      "trade_or_work_domain": "welding and fabrication",
      "domain": "metal",
      "operation": "Control or correct welding distortion",
      "material": "fabricated metal assemblies",
      "typical_tools_or_equipment": "sequence plan, clamps, welding controls",
      "output_or_quality_check": "assembly remains within dimensional tolerance",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1672/",
      "source_key": "weld",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "metal-18",
      "process_group": "forming / lay-up",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-WELD"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "metal-19",
      "trade_or_work_domain": "welding and fabrication",
      "domain": "metal",
      "operation": "Grind and cut welded joints for preparation or correction",
      "material": "welded metal",
      "typical_tools_or_equipment": "grinder, cutting equipment, abrasives",
      "output_or_quality_check": "joint is prepared or corrected without damaging the work",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1672/",
      "source_key": "weld",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "metal-19",
      "process_group": "finishing",
      "evidence_status": "related",
      "documented_robot_or_system": "Related cases: EV-003",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-WELD"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [
        "EV-003"
      ],
      "related_scope_note": "Related abrasive processing system; weld-preparation geometry and process need review."
    },
    {
      "id": "metal-20",
      "trade_or_work_domain": "welding and fabrication",
      "domain": "metal",
      "operation": "Identify and repair weld defects",
      "material": "welded metal structures",
      "typical_tools_or_equipment": "inspection tools, grinder, welding equipment",
      "output_or_quality_check": "defects are identified and repaired to required standard",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1672/",
      "source_key": "weld",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "metal-20",
      "process_group": "preparation / inspection",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-WELD"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "polymer-21",
      "trade_or_work_domain": "composites technician",
      "domain": "polymer/composites",
      "operation": "Prepare mould tools and process materials",
      "material": "polymer matrix composites, moulds, release materials",
      "typical_tools_or_equipment": "mould tools, release agent, work instructions",
      "output_or_quality_check": "tool and materials are ready for specified process",
      "source_url": "https://skillsengland.education.gov.uk/media/6217/st0094-composites-technician-l3-standard.pdf",
      "source_key": "comp",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "polymer-21",
      "process_group": "fit / preparation",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-COMP"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "polymer-22",
      "trade_or_work_domain": "composites technician",
      "domain": "polymer/composites",
      "operation": "Select, check and calibrate process tools and machinery",
      "material": "resins, reinforcements, mould tooling",
      "typical_tools_or_equipment": "hand tools, equipment, calibration records",
      "output_or_quality_check": "equipment is usable and within process requirements",
      "source_url": "https://skillsengland.education.gov.uk/media/6217/st0094-composites-technician-l3-standard.pdf",
      "source_key": "comp",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "polymer-22",
      "process_group": "preparation / inspection",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-COMP"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "polymer-23",
      "trade_or_work_domain": "composites technician",
      "domain": "polymer/composites",
      "operation": "Weigh and prepare resin or matrix materials",
      "material": "thermoset or thermoplastic matrix",
      "typical_tools_or_equipment": "scales, mixing equipment, batch records",
      "output_or_quality_check": "correct batch, quantity and condition for process",
      "source_url": "https://skillsengland.education.gov.uk/media/6217/st0094-composites-technician-l3-standard.pdf",
      "source_key": "comp",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "polymer-23",
      "process_group": "fit / preparation",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-COMP"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "polymer-24",
      "trade_or_work_domain": "composites technician",
      "domain": "polymer/composites",
      "operation": "Cut and prepare reinforcement",
      "material": "carbon, glass, aramid or natural-fibre reinforcement",
      "typical_tools_or_equipment": "templates, shears, cutting table",
      "output_or_quality_check": "reinforcement matches shape, orientation and order",
      "source_url": "https://skillsengland.education.gov.uk/media/6217/st0094-composites-technician-l3-standard.pdf",
      "source_key": "comp",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "polymer-24",
      "process_group": "cutting / stock preparation",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-COMP"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "polymer-25",
      "trade_or_work_domain": "composites technician",
      "domain": "polymer/composites",
      "operation": "Lay reinforcement or laminate into a mould",
      "material": "reinforcement and resin system",
      "typical_tools_or_equipment": "mould, rollers, hand tools, ply templates",
      "output_or_quality_check": "plies have required orientation, placement and corner definition",
      "source_url": "https://skillsengland.education.gov.uk/media/6217/st0094-composites-technician-l3-standard.pdf",
      "source_key": "comp",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "polymer-25",
      "process_group": "forming / lay-up",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-COMP"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "polymer-26",
      "trade_or_work_domain": "composites technician",
      "domain": "polymer/composites",
      "operation": "Prepare and start curing by vacuum, resin, heat or pressure",
      "material": "laminated composite",
      "typical_tools_or_equipment": "vacuum bag, consumables, resin-infusion equipment, heat/pressure controls",
      "output_or_quality_check": "cure cycle starts with specified consumables and conditions",
      "source_url": "https://skillsengland.education.gov.uk/media/6217/st0094-composites-technician-l3-standard.pdf",
      "source_key": "comp",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "polymer-26",
      "process_group": "curing / firing",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-COMP"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "polymer-27",
      "trade_or_work_domain": "composites technician",
      "domain": "polymer/composites",
      "operation": "Extract the cured product from the mould",
      "material": "cured composite",
      "typical_tools_or_equipment": "breakout tools, lifting aids",
      "output_or_quality_check": "part is demoulded without unacceptable damage",
      "source_url": "https://skillsengland.education.gov.uk/media/6217/st0094-composites-technician-l3-standard.pdf",
      "source_key": "comp",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "polymer-27",
      "process_group": "process / handoff",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-COMP"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "polymer-28",
      "trade_or_work_domain": "composites technician",
      "domain": "polymer/composites",
      "operation": "Identify defects and perform or route composite repair",
      "material": "cured composite",
      "typical_tools_or_equipment": "inspection tools, repair materials, work instructions",
      "output_or_quality_check": "delamination, inclusions and surface defects are identified and handled to limits",
      "source_url": "https://skillsengland.education.gov.uk/media/6217/st0094-composites-technician-l3-standard.pdf",
      "source_key": "comp",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "polymer-28",
      "process_group": "preparation / inspection",
      "evidence_status": "related",
      "documented_robot_or_system": "Related cases: EV-002",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-COMP"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [
        "EV-002"
      ],
      "related_scope_note": "Research on fiberglass blade surface defects; this does not establish all composite repair."
    },
    {
      "id": "polymer-29",
      "trade_or_work_domain": "composites technician",
      "domain": "polymer/composites",
      "operation": "Grade and inspect finished composite parts",
      "material": "cured composite component",
      "typical_tools_or_equipment": "dimensional tools, scales, visual inspection, sampling equipment",
      "output_or_quality_check": "size, appearance and weight meet specified checks",
      "source_url": "https://skillsengland.education.gov.uk/media/6217/st0094-composites-technician-l3-standard.pdf",
      "source_key": "comp",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "polymer-29",
      "process_group": "preparation / inspection",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-COMP"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "textiles-30",
      "trade_or_work_domain": "fashion technology",
      "domain": "textiles",
      "operation": "Translate a garment brief into a technical design",
      "material": "fabric, trims and notions",
      "typical_tools_or_equipment": "technical drawing tools, CAD or pattern software",
      "output_or_quality_check": "design communicates construction and finish intent",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1697/",
      "source_key": "fashion",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "textiles-30",
      "process_group": "preparation / inspection",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-FASHION"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "textiles-31",
      "trade_or_work_domain": "fashion technology",
      "domain": "textiles",
      "operation": "Identify and select fabric for a design",
      "material": "woven, knitted and speciality fabrics",
      "typical_tools_or_equipment": "fabric samples, specification sheet",
      "output_or_quality_check": "fabric properties suit use, construction and finish",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1697/",
      "source_key": "fashion",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "textiles-31",
      "process_group": "preparation / inspection",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-FASHION"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "textiles-32",
      "trade_or_work_domain": "fashion technology",
      "domain": "textiles",
      "operation": "Construct or alter a 2D pattern",
      "material": "fabric garment components",
      "typical_tools_or_equipment": "pattern blocks, rulers, pattern tools, CAD",
      "output_or_quality_check": "pattern matches design, measurements and fit intent",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1697/",
      "source_key": "fashion",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "textiles-32",
      "process_group": "joining / assembly",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-FASHION"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "textiles-33",
      "trade_or_work_domain": "fashion technology",
      "domain": "textiles",
      "operation": "Drape a garment on a form",
      "material": "fabric and toile material",
      "typical_tools_or_equipment": "dress form, pins, draping tools",
      "output_or_quality_check": "three-dimensional form and fit follow design",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1697/",
      "source_key": "fashion",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "textiles-33",
      "process_group": "forming / lay-up",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-FASHION"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "textiles-34",
      "trade_or_work_domain": "fashion technology",
      "domain": "textiles",
      "operation": "Lay out, mark and cut fabric accurately",
      "material": "fabric and garment panels",
      "typical_tools_or_equipment": "patterns, layout tools, shears or cutting equipment",
      "output_or_quality_check": "cut pieces preserve grain, accuracy and material economy",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1697/",
      "source_key": "fashion",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "textiles-34",
      "process_group": "cutting / stock preparation",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-FASHION"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "textiles-35",
      "trade_or_work_domain": "sewing machinist",
      "domain": "textiles",
      "operation": "Join garment pieces by machine sewing",
      "material": "fabric, thread and notions",
      "typical_tools_or_equipment": "sewing machine, presser feet, guides",
      "output_or_quality_check": "stitch, seam allowance and alignment meet specification",
      "source_url": "https://skillsengland.education.gov.uk/apprenticeships/st0549-v1-2?view=standard",
      "source_key": "sewing",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "textiles-35",
      "process_group": "joining / assembly",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-SEWING"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "textiles-36",
      "trade_or_work_domain": "sewing machinist",
      "domain": "textiles",
      "operation": "Apply lockstitch, blind hem, cover stitch, cup seam, ruffle or linking operations",
      "material": "fabric and sewn products",
      "typical_tools_or_equipment": "specialist sewing machines",
      "output_or_quality_check": "specified seam or edge finish is consistent",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1697/",
      "source_key": "fashion",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "textiles-36",
      "process_group": "joining / assembly",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-FASHION"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "textiles-37",
      "trade_or_work_domain": "fashion technology",
      "domain": "textiles",
      "operation": "Apply fusing, interfacing, interlining and pressing",
      "material": "fabric, fusible materials and trims",
      "typical_tools_or_equipment": "fusing press, iron, pressing tools",
      "output_or_quality_check": "bonding, shape and surface finish meet design requirements",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1697/",
      "source_key": "fashion",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "textiles-37",
      "process_group": "forming / lay-up",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-FASHION"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "textiles-38",
      "trade_or_work_domain": "fashion technology",
      "domain": "textiles",
      "operation": "Hand-finish and inspect a garment or component",
      "material": "fabric garment or sewn product",
      "typical_tools_or_equipment": "hand needles, thread, pressing and inspection tools",
      "output_or_quality_check": "finished garment is professionally presented and quality issues resolved",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1697/",
      "source_key": "fashion",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "textiles-38",
      "process_group": "preparation / inspection",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-FASHION"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "ceramics-39",
      "trade_or_work_domain": "ceramic manufacturing",
      "domain": "ceramics",
      "operation": "Prepare and mix ceramic body materials",
      "material": "clay, silica, feldspar, limestone, recycled ceramic",
      "typical_tools_or_equipment": "weighing, mixing and material handling equipment",
      "output_or_quality_check": "body composition is prepared for forming route",
      "source_url": "https://assets.publishing.service.gov.uk/media/5a8175abed915d74e623261d/ceramics-manufacture-sector-guidance-note-ippc-sg-7.pdf",
      "source_key": "cer",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "ceramics-39",
      "process_group": "fit / preparation",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-CER"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "ceramics-40",
      "trade_or_work_domain": "ceramic manufacturing",
      "domain": "ceramics",
      "operation": "Form ceramic ware or tile body",
      "material": "prepared ceramic body",
      "typical_tools_or_equipment": "forming equipment, moulds or presses",
      "output_or_quality_check": "formed body has required shape and green dimensions",
      "source_url": "https://assets.publishing.service.gov.uk/media/5a8175abed915d74e623261d/ceramics-manufacture-sector-guidance-note-ippc-sg-7.pdf",
      "source_key": "cer",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "ceramics-40",
      "process_group": "forming / lay-up",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-CER"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "ceramics-41",
      "trade_or_work_domain": "ceramic manufacturing",
      "domain": "ceramics",
      "operation": "Dry formed ceramic body",
      "material": "green ceramic ware",
      "typical_tools_or_equipment": "drying equipment and handling tools",
      "output_or_quality_check": "residual moisture is reduced without unacceptable damage",
      "source_url": "https://assets.publishing.service.gov.uk/media/5a8175abed915d74e623261d/ceramics-manufacture-sector-guidance-note-ippc-sg-7.pdf",
      "source_key": "cer",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "ceramics-41",
      "process_group": "curing / firing",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-CER"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "ceramics-42",
      "trade_or_work_domain": "ceramic manufacturing",
      "domain": "ceramics",
      "operation": "Apply engobe or glaze",
      "material": "dried or biscuit ceramic ware",
      "typical_tools_or_equipment": "dip tank, spray or glaze line",
      "output_or_quality_check": "even coating with controlled coverage",
      "source_url": "https://assets.publishing.service.gov.uk/media/5a8175abed915d74e623261d/ceramics-manufacture-sector-guidance-note-ippc-sg-7.pdf",
      "source_key": "cer",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "ceramics-42",
      "process_group": "surface application",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-CER"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "ceramics-43",
      "trade_or_work_domain": "ceramic manufacturing",
      "domain": "ceramics",
      "operation": "Apply ceramic decoration or print",
      "material": "glazed ceramic surface",
      "typical_tools_or_equipment": "screen or transfer decoration equipment",
      "output_or_quality_check": "pattern and placement meet design",
      "source_url": "https://assets.publishing.service.gov.uk/media/5a8175abed915d74e623261d/ceramics-manufacture-sector-guidance-note-ippc-sg-7.pdf",
      "source_key": "cer",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "ceramics-43",
      "process_group": "surface application",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-CER"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "ceramics-44",
      "trade_or_work_domain": "ceramic manufacturing",
      "domain": "ceramics",
      "operation": "Biscuit-fire ceramic ware",
      "material": "dried clayware",
      "typical_tools_or_equipment": "kiln, kiln furniture, firing controls",
      "output_or_quality_check": "first firing produces stable biscuit ware",
      "source_url": "https://assets.publishing.service.gov.uk/media/5a8175abed915d74e623261d/ceramics-manufacture-sector-guidance-note-ippc-sg-7.pdf",
      "source_key": "cer",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "ceramics-44",
      "process_group": "curing / firing",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-CER"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "ceramics-45",
      "trade_or_work_domain": "ceramic manufacturing",
      "domain": "ceramics",
      "operation": "Glost-fire glazed ware",
      "material": "glazed ceramic ware",
      "typical_tools_or_equipment": "kiln and firing controls",
      "output_or_quality_check": "glaze melts into a hard continuous glassy layer",
      "source_url": "https://assets.publishing.service.gov.uk/media/5a8175abed915d74e623261d/ceramics-manufacture-sector-guidance-note-ippc-sg-7.pdf",
      "source_key": "cer",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "ceramics-45",
      "process_group": "curing / firing",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-CER"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "ceramics-46",
      "trade_or_work_domain": "ceramic manufacturing",
      "domain": "ceramics",
      "operation": "Inspect and pack fired ceramic products",
      "material": "fired ceramic ware",
      "typical_tools_or_equipment": "inspection station, packing materials",
      "output_or_quality_check": "defects are identified and products protected for dispatch",
      "source_url": "https://assets.publishing.service.gov.uk/media/5a8175abed915d74e623261d/ceramics-manufacture-sector-guidance-note-ippc-sg-7.pdf",
      "source_key": "cer",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "ceramics-46",
      "process_group": "preparation / inspection",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-CER"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "glass-47",
      "trade_or_work_domain": "glass processing",
      "domain": "glass",
      "operation": "Cut glass to a specified shape or size",
      "material": "flat glass and glazing units",
      "typical_tools_or_equipment": "glass cutting tools or cutting machinery",
      "output_or_quality_check": "cut geometry and dimensions meet work instruction",
      "source_url": "https://skillsengland.education.gov.uk/media/3149/glass-processor-2019-05-16.pdf",
      "source_key": "glass",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "glass-47",
      "process_group": "cutting / stock preparation",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-GLASS"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "glass-48",
      "trade_or_work_domain": "glass processing",
      "domain": "glass",
      "operation": "Process glass edges or surfaces",
      "material": "flat glass and bespoke glass items",
      "typical_tools_or_equipment": "edge-processing tools or machinery",
      "output_or_quality_check": "edges/surfaces meet safety, dimensional and finish requirements",
      "source_url": "https://skillsengland.education.gov.uk/media/3149/glass-processor-2019-05-16.pdf",
      "source_key": "glass",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "glass-48",
      "process_group": "process / handoff",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-GLASS"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "glass-49",
      "trade_or_work_domain": "glass processing",
      "domain": "glass",
      "operation": "Toughen glass for a safety application",
      "material": "glass",
      "typical_tools_or_equipment": "toughening equipment and handling tools",
      "output_or_quality_check": "processed glass meets specified safety process",
      "source_url": "https://skillsengland.education.gov.uk/media/3149/glass-processor-2019-05-16.pdf",
      "source_key": "glass",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "glass-49",
      "process_group": "curing / firing",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-GLASS"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "glass-50",
      "trade_or_work_domain": "glass processing",
      "domain": "glass",
      "operation": "Laminate glass with an interlayer",
      "material": "glass and interlayer",
      "typical_tools_or_equipment": "lamination equipment, handling and inspection tools",
      "output_or_quality_check": "laminated unit meets specification and visual quality",
      "source_url": "https://skillsengland.education.gov.uk/media/3149/glass-processor-2019-05-16.pdf",
      "source_key": "glass",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "glass-50",
      "process_group": "forming / lay-up",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-GLASS"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "glass-51",
      "trade_or_work_domain": "glass processing",
      "domain": "glass",
      "operation": "Decorate, colour or change reflectivity of glass",
      "material": "glass",
      "typical_tools_or_equipment": "decoration/coating equipment",
      "output_or_quality_check": "surface treatment matches commissioned requirement",
      "source_url": "https://skillsengland.education.gov.uk/media/3149/glass-processor-2019-05-16.pdf",
      "source_key": "glass",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "glass-51",
      "process_group": "surface application",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-GLASS"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "glass-52",
      "trade_or_work_domain": "glass processing",
      "domain": "glass",
      "operation": "Inspect and quality-assure bespoke glass items",
      "material": "processed glass",
      "typical_tools_or_equipment": "visual, dimensional and process checks",
      "output_or_quality_check": "glass meets work instructions, quality standards and safe handling requirements",
      "source_url": "https://skillsengland.education.gov.uk/media/3149/glass-processor-2019-05-16.pdf",
      "source_key": "glass",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "glass-52",
      "process_group": "preparation / inspection",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-GLASS"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "electronics-53",
      "trade_or_work_domain": "electronics technician",
      "domain": "electronics/assembly",
      "operation": "Assemble and wire an electronic product or subassembly",
      "material": "electronic components, wire and connectors",
      "typical_tools_or_equipment": "hand tools, soldering tools, wiring aids",
      "output_or_quality_check": "assembly conforms to circuit and wiring specification",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1688/",
      "source_key": "elec",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "electronics-53",
      "process_group": "joining / assembly",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-ELEC"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "electronics-54",
      "trade_or_work_domain": "electronics technician",
      "domain": "electronics/assembly",
      "operation": "Build or modify a prototype circuit to a specification",
      "material": "electronic components and PCB",
      "typical_tools_or_equipment": "prototype board, hand tools, circuit documentation",
      "output_or_quality_check": "circuit implements specified function",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1688/",
      "source_key": "elec",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "electronics-54",
      "process_group": "process / handoff",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-ELEC"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "electronics-55",
      "trade_or_work_domain": "electronics technician",
      "domain": "electronics/assembly",
      "operation": "Solder through-hole components",
      "material": "PCB and through-hole components",
      "typical_tools_or_equipment": "soldering iron, flux, inspection tools",
      "output_or_quality_check": "joints are sound and components correctly placed",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1688/",
      "source_key": "elec",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "electronics-55",
      "process_group": "joining / assembly",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-ELEC"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "electronics-56",
      "trade_or_work_domain": "electronics technician",
      "domain": "electronics/assembly",
      "operation": "Solder or rework surface-mount components",
      "material": "PCB and SMT components",
      "typical_tools_or_equipment": "fine soldering/rework tools, microscope or inspection",
      "output_or_quality_check": "SMT placement and joints meet assembly requirement",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1688/",
      "source_key": "elec",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "electronics-56",
      "process_group": "joining / assembly",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-ELEC"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "electronics-57",
      "trade_or_work_domain": "electronics technician",
      "domain": "electronics/assembly",
      "operation": "Measure voltage, current and waveforms",
      "material": "circuits, modules and equipment",
      "typical_tools_or_equipment": "multimeter, oscilloscope and test equipment",
      "output_or_quality_check": "measurements test functionality against specification",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1688/",
      "source_key": "elec",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "electronics-57",
      "process_group": "preparation / inspection",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-ELEC"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "electronics-58",
      "trade_or_work_domain": "electronics technician",
      "domain": "electronics/assembly",
      "operation": "Isolate a fault to component level",
      "material": "faulty circuit or module",
      "typical_tools_or_equipment": "test equipment, schematics, hand tools",
      "output_or_quality_check": "fault cause is identified with recorded evidence",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1688/",
      "source_key": "elec",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "electronics-58",
      "process_group": "process / handoff",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-ELEC"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "electronics-59",
      "trade_or_work_domain": "electronics technician",
      "domain": "electronics/assembly",
      "operation": "Adjust, replace or upgrade defective circuitry",
      "material": "PCB, components and wiring",
      "typical_tools_or_equipment": "hand tools, through-hole/SMT soldering tools",
      "output_or_quality_check": "repair restores specified function",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1688/",
      "source_key": "elec",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "electronics-59",
      "process_group": "process / handoff",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-ELEC"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "electronics-60",
      "trade_or_work_domain": "electronics technician",
      "domain": "electronics/assembly",
      "operation": "Test, document and report a repair",
      "material": "repaired electronic unit",
      "typical_tools_or_equipment": "standard test equipment, digital documentation",
      "output_or_quality_check": "successful repair and test evidence are recorded",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1688/",
      "source_key": "elec",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "electronics-60",
      "process_group": "preparation / inspection",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-ELEC"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "jewellery-61",
      "trade_or_work_domain": "jewellery manufacture",
      "domain": "jewellery",
      "operation": "Interpret client or designer drawings",
      "material": "precious metals and jewellery components",
      "typical_tools_or_equipment": "drawings, measuring and marking tools",
      "output_or_quality_check": "manufacturing intent and dimensions are understood",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1681/",
      "source_key": "jew",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "jewellery-61",
      "process_group": "preparation / inspection",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-JEW"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "jewellery-62",
      "trade_or_work_domain": "jewellery manufacture",
      "domain": "jewellery",
      "operation": "Prepare precious-metal alloy stock",
      "material": "precious-metal alloys",
      "typical_tools_or_equipment": "melting/alloy preparation equipment, weighing tools",
      "output_or_quality_check": "alloy stock is suitable for planned component",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1681/",
      "source_key": "jew",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "jewellery-62",
      "process_group": "fit / preparation",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-JEW"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "jewellery-63",
      "trade_or_work_domain": "jewellery manufacture",
      "domain": "jewellery",
      "operation": "Roll precious-metal sheet or wire to dimension",
      "material": "precious-metal alloys",
      "typical_tools_or_equipment": "rolling mill, measuring tools",
      "output_or_quality_check": "sheet or wire reaches specified thickness or section",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1681/",
      "source_key": "jew",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "jewellery-63",
      "process_group": "cutting / stock preparation",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-JEW"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "jewellery-64",
      "trade_or_work_domain": "jewellery manufacture",
      "domain": "jewellery",
      "operation": "Draw round or square wire to dimension",
      "material": "precious-metal alloys",
      "typical_tools_or_equipment": "drawing bank, dies, lubrication and measuring tools",
      "output_or_quality_check": "wire reaches specified diameter or section",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1681/",
      "source_key": "jew",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "jewellery-64",
      "process_group": "cutting / stock preparation",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-JEW"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "jewellery-65",
      "trade_or_work_domain": "jewellery manufacture",
      "domain": "jewellery",
      "operation": "Form and construct simple or complex components",
      "material": "precious metal and jewellery components",
      "typical_tools_or_equipment": "forming tools, mandrels, saws, files and pliers",
      "output_or_quality_check": "component geometry and assembly match design",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1681/",
      "source_key": "jew",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "jewellery-65",
      "process_group": "joining / assembly",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-JEW"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "jewellery-66",
      "trade_or_work_domain": "jewellery manufacture",
      "domain": "jewellery",
      "operation": "Hard-solder or solder components",
      "material": "precious metal",
      "typical_tools_or_equipment": "soldering torch, solder, flux and heat tools",
      "output_or_quality_check": "joined components meet construction and finish requirement",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1681/",
      "source_key": "jew",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "jewellery-66",
      "process_group": "joining / assembly",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-JEW"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "jewellery-67",
      "trade_or_work_domain": "jewellery manufacture",
      "domain": "jewellery",
      "operation": "Prepare a piece or pattern for lost-wax casting",
      "material": "precious metal design and wax pattern",
      "typical_tools_or_equipment": "wax tools, casting preparation equipment",
      "output_or_quality_check": "pattern or piece is ready for specified casting route",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1681/",
      "source_key": "jew",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "jewellery-67",
      "process_group": "forming / lay-up",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-JEW"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "jewellery-68",
      "trade_or_work_domain": "jewellery manufacture",
      "domain": "jewellery",
      "operation": "Finish and prepare jewellery components for subsequent setting or sale",
      "material": "precious-metal jewellery",
      "typical_tools_or_equipment": "files, abrasives, polishing tools, inspection tools",
      "output_or_quality_check": "surface and component finish meet intended stage",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1681/",
      "source_key": "jew",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "jewellery-68",
      "process_group": "finishing",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-JEW"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "textiles-39",
      "trade_or_work_domain": "textile manufacturing operative",
      "domain": "textiles",
      "operation": "Prepare and dispense dye materials for a textile process",
      "material": "dyes, auxiliaries and textile substrate",
      "typical_tools_or_equipment": "weighing, dispensing and mixing equipment; PPE",
      "output_or_quality_check": "recipe, concentration and safe handling checks are recorded before application",
      "source_url": "https://www.hse.gov.uk/textiles/dyes-dyeing.htm",
      "source_key": "hse_dyeing",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "textiles-39",
      "process_group": "fit / preparation",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-HSE_DYEING"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "textiles-40",
      "trade_or_work_domain": "textile manufacturing operative",
      "domain": "textiles",
      "operation": "Apply dye to textile material",
      "material": "natural or synthetic textile material and dye liquor",
      "typical_tools_or_equipment": "dyeing machinery, vessels, pumps and process controls",
      "output_or_quality_check": "colour and process result meet the textile specification",
      "source_url": "https://skillsengland.education.gov.uk/apprenticeship-standards/st0458-v1-2",
      "source_key": "textile_manufacturing",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "textiles-40",
      "process_group": "surface application",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-TEXTILE_MANUFACTURING"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "textiles-41",
      "trade_or_work_domain": "textile manufacturing operative",
      "domain": "textiles",
      "operation": "Print a textile surface or fabric design",
      "material": "textile material, inks or print colourants",
      "typical_tools_or_equipment": "textile printing equipment, screens or machine print systems",
      "output_or_quality_check": "placement, registration, coverage and colour meet the design requirement",
      "source_url": "https://skillsengland.education.gov.uk/apprenticeship-standards/st0458-v1-2",
      "source_key": "textile_manufacturing",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "textiles-41",
      "process_group": "surface application",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-TEXTILE_MANUFACTURING"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "textiles-42",
      "trade_or_work_domain": "textile manufacturing operative",
      "domain": "textiles",
      "operation": "Finish textile material through a specified finishing process",
      "material": "woven or other textile fabric",
      "typical_tools_or_equipment": "finishing machinery, drying/pressing or coating equipment",
      "output_or_quality_check": "handle, appearance, dimensions and performance meet the specification",
      "source_url": "https://skillsengland.education.gov.uk/apprenticeship-standards/st0458-v1-2",
      "source_key": "textile_manufacturing",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "textiles-42",
      "process_group": "finishing",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-TEXTILE_MANUFACTURING"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "textiles-43",
      "trade_or_work_domain": "textile manufacturing operative",
      "domain": "textiles",
      "operation": "Weave yarn into fabric",
      "material": "natural or synthetic yarns",
      "typical_tools_or_equipment": "loom, warp and weft preparation equipment",
      "output_or_quality_check": "construction, tension, dimensions and surface quality meet the textile requirement",
      "source_url": "https://skillsengland.education.gov.uk/apprenticeship-standards/st0458-v1-2",
      "source_key": "textile_manufacturing",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "textiles-43",
      "process_group": "forming / lay-up",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-TEXTILE_MANUFACTURING"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "glass-53",
      "trade_or_work_domain": "stained glass craftsperson",
      "domain": "glass",
      "operation": "Cut specialist glass by hand",
      "material": "specialist flat or architectural glass",
      "typical_tools_or_equipment": "glass cutter, templates, hand tools and safe handling equipment",
      "output_or_quality_check": "cut shape, edge condition and handling meet the panel design and safety requirements",
      "source_url": "https://skillsengland.education.gov.uk/apprenticeship-standards/st0912-v1-0?view=standard",
      "source_key": "stained_glass",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "glass-53",
      "process_group": "cutting / stock preparation",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-STAINED_GLASS"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "glass-54",
      "trade_or_work_domain": "stained glass craftsperson",
      "domain": "glass",
      "operation": "Join glass elements and seal or cement a panel",
      "material": "glass elements, lead or joining materials, cement or sealant",
      "typical_tools_or_equipment": "soldering or bonding tools, cementing/sealing materials and inspection tools",
      "output_or_quality_check": "panel construction is stable, joints are sound and waterproofing/sealing is appropriate",
      "source_url": "https://skillsengland.education.gov.uk/apprenticeship-standards/st0912-v1-0?view=standard",
      "source_key": "stained_glass",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Mapped as a work operation only; no new robot capability evidence assessed here."
      },
      "taxonomy_id": "glass-54",
      "process_group": "joining / assembly",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-STAINED_GLASS"
      ],
      "research_note": "Mapped as a work operation only; no new robot capability evidence assessed here.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "machining-76",
      "trade_or_work_domain": "manufacturing team challenge",
      "domain": "metal",
      "operation": "Set up a manual centre lathe",
      "material": "steel, aluminium and other engineering metals",
      "typical_tools_or_equipment": "centre lathe, workholding, cutting tools and measuring equipment",
      "output_or_quality_check": "machine and work are safely set, datum and tool position are established",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1663/",
      "source_key": "manufacturing",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Manual trade operation; robot capability evidence not assessed in this row."
      },
      "taxonomy_id": "machining-76",
      "process_group": "process / handoff",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-MANUF"
      ],
      "research_note": "Manual trade operation; robot capability evidence not assessed in this row.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "machining-77",
      "trade_or_work_domain": "manufacturing team challenge",
      "domain": "metal",
      "operation": "Turn a component on a manual centre lathe",
      "material": "steel, aluminium and other engineering metals",
      "typical_tools_or_equipment": "manual centre lathe, turning tools, coolant and measuring tools",
      "output_or_quality_check": "diameter, shoulder and surface finish meet the drawing",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1663/",
      "source_key": "manufacturing",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Manual trade operation; robot capability evidence not assessed in this row."
      },
      "taxonomy_id": "machining-77",
      "process_group": "cutting / stock preparation",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-MANUF"
      ],
      "research_note": "Manual trade operation; robot capability evidence not assessed in this row.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "machining-78",
      "trade_or_work_domain": "manufacturing team challenge",
      "domain": "metal",
      "operation": "Set up and mill a feature manually",
      "material": "steel, aluminium and other engineering metals",
      "typical_tools_or_equipment": "manual milling machine, vice or fixture, cutters and measuring tools",
      "output_or_quality_check": "feature location, dimensions and finish meet the drawing",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1663/",
      "source_key": "manufacturing",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Manual trade operation; robot capability evidence not assessed in this row."
      },
      "taxonomy_id": "machining-78",
      "process_group": "cutting / stock preparation",
      "evidence_status": "related",
      "documented_robot_or_system": "Related cases: EV-004",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-MANUF"
      ],
      "research_note": "Manual trade operation; robot capability evidence not assessed in this row.",
      "related_evidence_ids": [
        "EV-004"
      ],
      "related_scope_note": "Robot-mounted milling is a related process, not evidence of operating an ordinary manual mill."
    },
    {
      "id": "machining-79",
      "trade_or_work_domain": "manufacturing team challenge",
      "domain": "metal",
      "operation": "Drill a hole on a drill press",
      "material": "steel, aluminium and other engineering metals",
      "typical_tools_or_equipment": "drill press, drill bits, workholding and cutting fluid",
      "output_or_quality_check": "hole position, size and edge condition meet the drawing",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1663/",
      "source_key": "manufacturing",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Manual trade operation; robot capability evidence not assessed in this row."
      },
      "taxonomy_id": "machining-79",
      "process_group": "cutting / stock preparation",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-MANUF"
      ],
      "research_note": "Manual trade operation; robot capability evidence not assessed in this row.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "machining-80",
      "trade_or_work_domain": "manufacturing team challenge",
      "domain": "metal",
      "operation": "Bend and cut sheet metal to a drawing",
      "material": "sheet metal",
      "typical_tools_or_equipment": "sheet-metal working equipment, cutting tools and bending equipment",
      "output_or_quality_check": "profile, bend and fit meet the drawing",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1663/",
      "source_key": "manufacturing",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Manual trade operation; robot capability evidence not assessed in this row."
      },
      "taxonomy_id": "machining-80",
      "process_group": "forming / lay-up",
      "evidence_status": "related",
      "documented_robot_or_system": "Related cases: EV-006",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-MANUF"
      ],
      "research_note": "Manual trade operation; robot capability evidence not assessed in this row.",
      "related_evidence_ids": [
        "EV-006"
      ],
      "related_scope_note": "Incremental robotic sheet forming is a related process, not manual press-brake operation."
    },
    {
      "id": "machining-81",
      "trade_or_work_domain": "manufacturing team challenge",
      "domain": "metal",
      "operation": "Bend pipe manually",
      "material": "metal pipe or tube",
      "typical_tools_or_equipment": "manual pipe-bending equipment, formers and measuring tools",
      "output_or_quality_check": "bend radius, angle and distortion meet the drawing",
      "source_url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1663/",
      "source_key": "manufacturing",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Manual trade operation; robot capability evidence not assessed in this row."
      },
      "taxonomy_id": "machining-81",
      "process_group": "forming / lay-up",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-MANUF"
      ],
      "research_note": "Manual trade operation; robot capability evidence not assessed in this row.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "blacksmith-82",
      "trade_or_work_domain": "blacksmithing",
      "domain": "metal",
      "operation": "Forge and form heated ferrous metal",
      "material": "ferrous metal stock",
      "typical_tools_or_equipment": "forge, anvil, hammers, tongs, punches and chisels",
      "output_or_quality_check": "forged shape, section and surface meet the work requirement",
      "source_url": "https://skillsengland.education.gov.uk/apprenticeships/st0378-v1-1",
      "source_key": "blacksmith",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Manual trade operation; robot capability evidence not assessed in this row."
      },
      "taxonomy_id": "blacksmith-82",
      "process_group": "forming / lay-up",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-BLACKSMITH"
      ],
      "research_note": "Manual trade operation; robot capability evidence not assessed in this row.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    },
    {
      "id": "blacksmith-83",
      "trade_or_work_domain": "blacksmithing",
      "domain": "metal",
      "operation": "Heat-treat and finish forged metalwork",
      "material": "forged ferrous metal",
      "typical_tools_or_equipment": "forge or furnace, quench equipment, grinders and finishing tools",
      "output_or_quality_check": "heat treatment and finish/protection meet the specification",
      "source_url": "https://skillsengland.education.gov.uk/apprenticeships/st0378-v1-1",
      "source_key": "blacksmith",
      "robotics_evidence": {
        "status": "unreviewed",
        "note": "Manual trade operation; robot capability evidence not assessed in this row."
      },
      "taxonomy_id": "blacksmith-83",
      "process_group": "finishing",
      "evidence_status": "unreviewed",
      "documented_robot_or_system": "Research pending",
      "human_preparation": "Setup and assistance for a robot performing this operation remain to be reviewed.",
      "evidence_ids": [],
      "source_ids": [
        "SRC-BLACKSMITH"
      ],
      "research_note": "Manual trade operation; robot capability evidence not assessed in this row.",
      "related_evidence_ids": [],
      "related_scope_note": ""
    }
  ],
  "robot_evidence": [
    {
      "id": "EV-001",
      "system": "Path Robotics Rove",
      "operation_scope": "Robotic arc welding seam work",
      "domain": "metal fabrication",
      "evidence_type": "vendor capability claim",
      "robot_did": "Moves to a predefined location, locates/scans a seam, adjusts welding parameters, welds and captures data; exact arc process is unspecified on the cited product page.",
      "human_role": "Positioning, fixturing, safety and output review.",
      "source_ids": "src-path-rove;src-abb",
      "scope_note": "Current product page and supporting technical context; no independent acceptance study.",
      "scope_class": "supplementary robot/system evidence"
    },
    {
      "id": "EV-002",
      "system": "RoboGrind / UR10e + OnRobot disk sander",
      "operation_scope": "Scan, plan, force-control and sand fiberglass blade surfaces",
      "domain": "surface finishing / composites",
      "evidence_type": "research study with field evaluation",
      "robot_did": "Scans, detects defects, plans paths and executes force-controlled passes.",
      "human_role": "Voice-guided setup, process supervision and field preparation.",
      "source_ids": "src-robogrind",
      "scope_note": "12 concave segments, 120 lab executions and complete-blade real-world experiment.",
      "scope_class": "supplementary robot/system evidence"
    },
    {
      "id": "EV-003",
      "system": "GrayMatter Scan&Sand",
      "operation_scope": "Scan-to-model sanding and grinding",
      "domain": "surface finishing",
      "evidence_type": "vendor capability claim",
      "robot_did": "Scans parts, models them, sands/grinds, changes paper/tools and offers inspection options.",
      "human_role": "Load/present parts, choose process, handle consumables and inspect/rework.",
      "source_ids": "src-graymatter",
      "scope_note": "Commercial architecture and capability language; no shared acceptance protocol.",
      "scope_class": "supplementary robot/system evidence"
    },
    {
      "id": "EV-004",
      "system": "KUKA robotic milling",
      "operation_scope": "CAD/CAM robot milling",
      "domain": "metal fabrication / machining",
      "evidence_type": "vendor capability claim",
      "robot_did": "Executes robot-mounted milling paths for metals, wood and plastics.",
      "human_role": "CAD/CAM, calibration, tooling, workholding, parameters and inspection.",
      "source_ids": "src-kuka",
      "scope_note": "CRP/GRP accuracy statement is a KUKA capability claim.",
      "scope_class": "supplementary robot/system evidence"
    },
    {
      "id": "EV-005",
      "system": "NIST Assembly Task Boards",
      "operation_scope": "Insertion, meshing, threading, flexible parts, cables and obstructions",
      "domain": "assembly",
      "evidence_type": "physical test apparatus",
      "robot_did": "Provides reproducible physical assembly tasks and protocol conditions; it is a test apparatus, not evidence that one robot completes every listed task.",
      "human_role": "Reset apparatus, run protocol, record trials and analyse distributions.",
      "source_ids": "src-nist",
      "scope_note": "Test apparatus and method, not a product or customer deployment.",
      "scope_class": "supplementary robot/system evidence"
    },
    {
      "id": "EV-006",
      "system": "Machina Labs RoboCraftsman",
      "operation_scope": "Incremental sheet-metal forming, scan, trim and heat treatment",
      "domain": "metal fabrication / forming",
      "evidence_type": "vendor report",
      "robot_did": "Forms sheet layer by layer with force/torque/displacement feedback, scans against CAD and iterates paths.",
      "human_role": "CAD/skirting, fixtures, scan review, heat treatment and joining handoff.",
      "source_ids": "src-machina",
      "scope_note": "Company report; no independent benchmark or universal guarantee.",
      "scope_class": "supplementary robot/system evidence"
    },
    {
      "id": "EV-007",
      "system": "ABB adaptive arc welding context",
      "operation_scope": "Seam sensing and adaptive arc-welding approaches",
      "domain": "metal fabrication",
      "evidence_type": "technical white paper",
      "robot_did": "Describes tactile, proximity, vision/laser and through-arc sensing approaches.",
      "human_role": "Choose sensing strategy, define search zones, tune and validate each joint.",
      "source_ids": "src-abb",
      "scope_note": "Supporting technical context, not a single measured product trial.",
      "scope_class": "supplementary robot/system evidence"
    },
    {
      "id": "EV-008",
      "system": "SpeedFolding",
      "operation_scope": "Garment smoothing and folding",
      "domain": "adjacent deformable handling",
      "evidence_type": "adjacent handling research",
      "robot_did": "Learns fling, drag and pick-and-place primitives for garments.",
      "human_role": "Provide folding lines and training data.",
      "source_ids": "src-speedfolding",
      "scope_note": "Excluded from fabrication operations; retained as adjacent handling context only.",
      "scope_class": "adjacent handling"
    }
  ],
  "sources": [
    {
      "id": "SRC-CAB",
      "title": "WorldSkills Occupational Standards — Cabinetmaking",
      "publisher": "WorldSkills International",
      "source_type": "trade/process standard",
      "url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1704/",
      "status": "WorldSkills Lyon 2024 edition; reviewed 2026-10-18",
      "scope": "wood drawing, set-out, measuring, cutting, joints, assembly, installation, finishing, fit and surface quality",
      "note": "WorldSkills Lyon 2024 edition; reviewed 2026-10-18. Scope: wood drawing, set-out, measuring, cutting, joints, assembly, installation, finishing, fit and surface quality",
      "scope_class": "operation taxonomy source"
    },
    {
      "id": "SRC-WELD",
      "title": "WorldSkills Occupational Standards — Welding",
      "publisher": "WorldSkills International",
      "source_type": "trade/process standard",
      "url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1672/",
      "status": "WorldSkills Lyon 2024 edition; reviewed 2026-10-18",
      "scope": "metal preparation, arc welding processes, thermal cutting, grinding/cutting, process variables and fabrication quality",
      "note": "WorldSkills Lyon 2024 edition; reviewed 2026-10-18. Scope: metal preparation, arc welding processes, thermal cutting, grinding/cutting, process variables and fabrication quality",
      "scope_class": "operation taxonomy source"
    },
    {
      "id": "SRC-COMP",
      "title": "L3 Composites technician occupational standard ST0094",
      "publisher": "Skills England / UK Department for Education",
      "source_type": "trade/process standard",
      "url": "https://skillsengland.education.gov.uk/media/6217/st0094-composites-technician-l3-standard.pdf",
      "status": "occupational standard PDF, generated 14 July 2022",
      "scope": "mould/tool preparation, resin and reinforcement preparation, lay-up, vacuum/pressure/heat curing, demoulding, QA and defects",
      "note": "occupational standard PDF, generated 14 July 2022. Scope: mould/tool preparation, resin and reinforcement preparation, lay-up, vacuum/pressure/heat curing, demoulding, QA and defects",
      "scope_class": "operation taxonomy source"
    },
    {
      "id": "SRC-FASHION",
      "title": "WorldSkills Occupational Standards — Fashion Technology",
      "publisher": "WorldSkills International",
      "source_type": "trade/process standard",
      "url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1697/",
      "status": "WorldSkills Lyon 2024 edition; reviewed 2026-10-18",
      "scope": "garment design, pattern construction/draping, fabric selection, cutting, sewing, fusing, pressing, finishing and quality",
      "note": "WorldSkills Lyon 2024 edition; reviewed 2026-10-18. Scope: garment design, pattern construction/draping, fabric selection, cutting, sewing, fusing, pressing, finishing and quality",
      "scope_class": "operation taxonomy source"
    },
    {
      "id": "SRC-SEWING",
      "title": "Sewing machinist ST0549",
      "publisher": "Skills England / UK Department for Education",
      "source_type": "trade/process standard",
      "url": "https://skillsengland.education.gov.uk/apprenticeships/st0549-v1-2?view=standard",
      "status": "approved apprenticeship standard page; detailed standard content dynamically loaded",
      "scope": "sewing machinist occupation and industrial sewn-product production",
      "note": "approved apprenticeship standard page; detailed standard content dynamically loaded. Scope: sewing machinist occupation and industrial sewn-product production",
      "scope_class": "operation taxonomy source"
    },
    {
      "id": "SRC-CER",
      "title": "Sector Guidance Note IPPC SG7 — A2 Ceramics Sector",
      "publisher": "UK Government / Environment Agency",
      "source_type": "trade/process standard",
      "url": "https://assets.publishing.service.gov.uk/media/5a8175abed915d74e623261d/ceramics-manufacture-sector-guidance-note-ippc-sg-7.pdf",
      "status": "sector process guidance PDF, 2007",
      "scope": "ceramic body preparation, forming, drying, glazing/engobe, decoration, biscuit/glost firing, inspection and packing",
      "note": "sector process guidance PDF, 2007. Scope: ceramic body preparation, forming, drying, glazing/engobe, decoration, biscuit/glost firing, inspection and packing",
      "scope_class": "operation taxonomy source"
    },
    {
      "id": "SRC-GLASS",
      "title": "L2 Glass Processor occupational standard ST0745",
      "publisher": "Skills England / UK Department for Education",
      "source_type": "trade/process standard",
      "url": "https://skillsengland.education.gov.uk/media/3149/glass-processor-2019-05-16.pdf",
      "status": "Withdrawn 2018-05-14; retained only as a historical/process reference; reviewed 2026-10-18",
      "scope": "historical ST0745 reference for bespoke glass cutting/processing, toughening, laminating, decorating and quality assurance; not a current approved occupational standard",
      "note": "Withdrawn 2018-05-14; retained only as a historical/process reference; reviewed 2026-10-18. Scope: historical ST0745 reference for bespoke glass cutting/processing, toughening, laminating, decorating and quality assurance; not a current approved occupational standard",
      "scope_class": "operation taxonomy source"
    },
    {
      "id": "SRC-ELEC",
      "title": "WorldSkills Occupational Standards — Electronics",
      "publisher": "WorldSkills International",
      "source_type": "trade/process standard",
      "url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1688/",
      "status": "WorldSkills Lyon 2024 edition; reviewed 2026-10-18",
      "scope": "assembly/wiring, prototype circuits, soldering, test equipment, fault isolation, component replacement and repair records",
      "note": "WorldSkills Lyon 2024 edition; reviewed 2026-10-18. Scope: assembly/wiring, prototype circuits, soldering, test equipment, fault isolation, component replacement and repair records",
      "scope_class": "operation taxonomy source"
    },
    {
      "id": "SRC-JEW",
      "title": "WorldSkills Occupational Standards — Jewellery",
      "publisher": "WorldSkills International",
      "source_type": "trade/process standard",
      "url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1681/",
      "status": "WorldSkills Lyon 2024 edition; reviewed 2026-10-18",
      "scope": "precious-metal alloy preparation, rolling/drawing wire, component forming and construction, soldering, casting and finishing",
      "note": "WorldSkills Lyon 2024 edition; reviewed 2026-10-18. Scope: precious-metal alloy preparation, rolling/drawing wire, component forming and construction, soldering, casting and finishing",
      "scope_class": "operation taxonomy source"
    },
    {
      "id": "SRC-GARDEN",
      "title": "WorldSkills Occupational Standards — Landscape Gardening",
      "publisher": "WorldSkills International",
      "source_type": "trade/process standard",
      "url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1713",
      "status": "WorldSkills Lyon 2024 edition; reviewed 2026-10-18",
      "scope": "timber/wood measurement, cutting, assembly and finishing through sanding or smoothing, staining and other treatments",
      "note": "WorldSkills Lyon 2024 edition; reviewed 2026-10-18. Scope: timber/wood measurement, cutting, assembly and finishing through sanding or smoothing, staining and other treatments",
      "scope_class": "operation taxonomy source"
    },
    {
      "id": "SRC-TEXTILE_MANUFACTURING",
      "title": "Textile manufacturing operative ST0458 v1.2",
      "publisher": "Skills England / UK Department for Education",
      "source_type": "trade/process standard",
      "url": "https://skillsengland.education.gov.uk/apprenticeship-standards/st0458-v1-2",
      "status": "Approved for delivery; version 1.2; reviewed 2026-10-18",
      "scope": "textile manufacturing processes including dyeing, inspection/testing, printing, scouring, warping, weaving and finishing; quality checks and work records",
      "note": "Approved for delivery; version 1.2; reviewed 2026-10-18. Scope: textile manufacturing processes including dyeing, inspection/testing, printing, scouring, warping, weaving and finishing; quality checks and work records",
      "scope_class": "operation taxonomy source"
    },
    {
      "id": "SRC-TEXTILE_TECHNICAL",
      "title": "Textile technical specialist ST0581 v1.0/v1.1",
      "publisher": "Skills England / UK Department for Education",
      "source_type": "trade/process standard",
      "url": "https://skillsengland.education.gov.uk/apprenticeships/st0581-v1-1",
      "status": "Retired 2025-03-21; historical process reference; reviewed 2026-10-18",
      "scope": "historical technical weaving/finishing process detail, including machine finishing sequences; not treated as current approval evidence",
      "note": "Retired 2025-03-21; historical process reference; reviewed 2026-10-18. Scope: historical technical weaving/finishing process detail, including machine finishing sequences; not treated as current approval evidence",
      "scope_class": "operation taxonomy source"
    },
    {
      "id": "SRC-HSE_DYEING",
      "title": "Dyes and dyeing",
      "publisher": "UK Health and Safety Executive",
      "source_type": "trade/process standard",
      "url": "https://www.hse.gov.uk/textiles/dyes-dyeing.htm",
      "status": "Official process-safety guidance; reviewed 2026-10-18",
      "scope": "dye dispensing, weighing, transfer, dissolving, spill/cleaning controls and local exhaust ventilation; supporting process boundary, not occupational taxonomy",
      "note": "Official process-safety guidance; reviewed 2026-10-18. Scope: dye dispensing, weighing, transfer, dissolving, spill/cleaning controls and local exhaust ventilation; supporting process boundary, not occupational taxonomy",
      "scope_class": "operation taxonomy source"
    },
    {
      "id": "SRC-STAINED_GLASS",
      "title": "Stained glass craftsperson ST0912 v1.0",
      "publisher": "Skills England / UK Department for Education",
      "source_type": "trade/process standard",
      "url": "https://skillsengland.education.gov.uk/apprenticeship-standards/st0912-v1-0?view=standard",
      "status": "Approved for delivery; reviewed 2026-10-18",
      "scope": "current craft occupation covering specialist glass handling/cutting, construction, soldering, cementing/sealing and related glass decoration techniques",
      "note": "Approved for delivery; reviewed 2026-10-18. Scope: current craft occupation covering specialist glass handling/cutting, construction, soldering, cementing/sealing and related glass decoration techniques",
      "scope_class": "operation taxonomy source"
    },
    {
      "id": "src-path-rove",
      "title": "Rove — Mobile Autonomous Welding Robot",
      "publisher": "Path Robotics",
      "source_type": "robot evidence · vendor capability",
      "url": "https://www.path-robotics.com/rove",
      "note": "Current product page: predefined location, seam scan, real-time parameter adjustment, data capture and heat-distortion compensation as vendor claims.",
      "status": "checked supplementary source",
      "scope": "Current product page: predefined location, seam scan, real-time parameter adjustment, data capture and heat-distortion compensation as vendor claims.",
      "scope_class": "supplementary evidence / context"
    },
    {
      "id": "src-robogrind",
      "title": "RoboGrind: Intuitive and Interactive Surface Treatment with Industrial Robots",
      "publisher": "RoboGrind research team",
      "source_type": "robot evidence · research",
      "url": "https://arxiv.org/abs/2402.16542",
      "note": "UR10e and OnRobot disk sander; scan, defect detection, force control; lab and complete-blade field experiment.",
      "status": "checked supplementary source",
      "scope": "UR10e and OnRobot disk sander; scan, defect detection, force control; lab and complete-blade field experiment.",
      "scope_class": "supplementary evidence / context"
    },
    {
      "id": "src-graymatter",
      "title": "Scan&Sand",
      "publisher": "GrayMatter Robotics",
      "source_type": "robot evidence · vendor capability",
      "url": "https://graymatter-robotics.com/sanding/",
      "note": "Scan-to-model sanding/grinding cell, tool and grit changes, optional surface inspection; vendor claims.",
      "status": "checked supplementary source",
      "scope": "Scan-to-model sanding/grinding cell, tool and grit changes, optional surface inspection; vendor claims.",
      "scope_class": "supplementary evidence / context"
    },
    {
      "id": "src-kuka",
      "title": "Milling with industrial robots",
      "publisher": "KUKA",
      "source_type": "robot evidence · vendor capability",
      "url": "https://www.kuka.com/en-us/applications/mechanical-processing/milling-robot",
      "note": "Robot milling with CAD/CAM and KUKA.CNC; CRP/GRP accuracy statement remains a vendor capability claim.",
      "status": "checked supplementary source",
      "scope": "Robot milling with CAD/CAM and KUKA.CNC; CRP/GRP accuracy statement remains a vendor capability claim.",
      "scope_class": "supplementary evidence / context"
    },
    {
      "id": "src-nist",
      "title": "Assembly Performance Metrics and Test Methods",
      "publisher": "NIST",
      "source_type": "robot evidence · physical test apparatus",
      "url": "https://www.nist.gov/el/intelligent-systems-division-73500/robotic-grasping-and-manipulation-assembly/assembly",
      "note": "Physical task boards for insertion, meshing, threading, flexible parts, cables and obstructions.",
      "status": "checked supplementary source",
      "scope": "Physical task boards for insertion, meshing, threading, flexible parts, cables and obstructions.",
      "scope_class": "supplementary evidence / context"
    },
    {
      "id": "src-machina",
      "title": "Incremental Sheet Metal Forming with Robotics and AI",
      "publisher": "Machina Labs",
      "source_type": "robot evidence · vendor report",
      "url": "https://machinalabs.ai/resources/advanced-manufacturing-incremental-sheet-metal-forming-with-robotics-and-ai",
      "note": "RoboCraftsman dual-arm forming, force/torque/displacement sensing, laser scan comparison and trimming.",
      "status": "checked supplementary source",
      "scope": "RoboCraftsman dual-arm forming, force/torque/displacement sensing, laser scan comparison and trimming.",
      "scope_class": "supplementary evidence / context"
    },
    {
      "id": "src-abb",
      "title": "Sensor Based Adaptive Arc Welding",
      "publisher": "ABB Robotics",
      "source_type": "robot evidence · technical context",
      "url": "https://library.e.abb.com/public/8ca2d32ae35d123cc125799f00592be4/Sensor+Based+Adaptive+Arc+Welding+White+Paper.pdf",
      "note": "Technical context for tactile, proximity, vision, laser and through-the-arc seam sensing.",
      "status": "checked supplementary source",
      "scope": "Technical context for tactile, proximity, vision, laser and through-the-arc seam sensing.",
      "scope_class": "supplementary evidence / context"
    },
    {
      "id": "src-speedfolding",
      "title": "SpeedFolding — Learning Efficient Bimanual Folding of Garments",
      "publisher": "UC Berkeley / KIT",
      "source_type": "adjacent handling · research",
      "url": "https://pantor.github.io/speedfolding/",
      "note": "Adjacent deformable-material handling reference; excluded from the fabrication operations register.",
      "status": "checked supplementary source",
      "scope": "Adjacent deformable-material handling reference; excluded from the fabrication operations register.",
      "scope_class": "supplementary evidence / context"
    },
    {
      "id": "src-aws",
      "title": "American Welding Society",
      "publisher": "AWS",
      "source_type": "trade source · process context",
      "url": "https://www.aws.org/",
      "note": "Trade-body context for welding process vocabulary and practice; not a robot performance claim.",
      "status": "checked supplementary source",
      "scope": "Trade-body context for welding process vocabulary and practice; not a robot performance claim.",
      "scope_class": "supplementary evidence / context"
    },
    {
      "id": "src-osha-welding",
      "title": "Welding, Cutting, and Brazing",
      "publisher": "OSHA",
      "source_type": "trade source · process context",
      "url": "https://www.osha.gov/welding-cutting-brazing",
      "note": "Process and workplace context for joining operations.",
      "status": "checked supplementary source",
      "scope": "Process and workplace context for joining operations.",
      "scope_class": "supplementary evidence / context"
    },
    {
      "id": "src-osha-wood",
      "title": "Woodworking",
      "publisher": "OSHA",
      "source_type": "trade source · process context",
      "url": "https://www.osha.gov/woodworking",
      "note": "Process and workplace context for woodworking operations.",
      "status": "checked supplementary source",
      "scope": "Process and workplace context for woodworking operations.",
      "scope_class": "supplementary evidence / context"
    },
    {
      "id": "src-osha-abrasive",
      "title": "Abrasive Wheel Machinery",
      "publisher": "OSHA",
      "source_type": "trade source · process context",
      "url": "https://www.osha.gov/laws-regs/regulations/standardnumber/1910/1910.215",
      "note": "Abrasive wheel and stationary sanding context.",
      "status": "checked supplementary source",
      "scope": "Abrasive wheel and stationary sanding context.",
      "scope_class": "supplementary evidence / context"
    },
    {
      "id": "src-osha-plastics",
      "title": "Plastics Machinery",
      "publisher": "OSHA",
      "source_type": "trade source · process context",
      "url": "https://www.osha.gov/plastics-machinery",
      "note": "Plastics machinery process context.",
      "status": "checked supplementary source",
      "scope": "Plastics machinery process context.",
      "scope_class": "supplementary evidence / context"
    },
    {
      "id": "src-wca",
      "title": "Woodwork Career Alliance",
      "publisher": "WCA",
      "source_type": "trade source · process context",
      "url": "https://woodworkcareer.org/",
      "note": "Trade vocabulary and skill context for woodworking operations.",
      "status": "checked supplementary source",
      "scope": "Trade vocabulary and skill context for woodworking operations.",
      "scope_class": "supplementary evidence / context"
    },
    {
      "id": "src-compositesworld",
      "title": "CompositesWorld",
      "publisher": "CompositesWorld",
      "source_type": "trade source · process context",
      "url": "https://www.compositesworld.com/",
      "note": "Trade vocabulary and process context for composite fabrication.",
      "status": "checked supplementary source",
      "scope": "Trade vocabulary and process context for composite fabrication.",
      "scope_class": "supplementary evidence / context"
    },
    {
      "id": "src-nims",
      "title": "National Institute for Metalworking Skills",
      "publisher": "NIMS",
      "source_type": "trade source · process context",
      "url": "https://www.nims-skills.org/",
      "note": "Trade vocabulary and skills context for machining operations.",
      "status": "checked supplementary source",
      "scope": "Trade vocabulary and skills context for machining operations.",
      "scope_class": "supplementary evidence / context"
    },
    {
      "id": "src-fabricator",
      "title": "The Fabricator",
      "publisher": "FMA",
      "source_type": "trade source · process context",
      "url": "https://www.thefabricator.com/",
      "note": "Trade vocabulary and process context for metal fabrication.",
      "status": "checked supplementary source",
      "scope": "Trade vocabulary and process context for metal fabrication.",
      "scope_class": "supplementary evidence / context"
    },
    {
      "id": "SRC-MANUF",
      "title": "WorldSkills Occupational Standards — Manufacturing Team Challenge",
      "publisher": "WorldSkills International",
      "source_type": "trade/process standard",
      "url": "https://worldskills.org/what/projects/wsos/2024/events/579/skills/1663/",
      "status": "Lyon 2024 edition; reviewed 2026-10-18",
      "scope": "manual centre lathing, manual milling, drill presses, sheet-metal and pipe-bending equipment, workshop safety and industry finishes",
      "note": "Primary source added to cover manual machining and sheet/pipe work.",
      "scope_class": "operation taxonomy source"
    },
    {
      "id": "SRC-BLACKSMITH",
      "title": "Blacksmith ST0378",
      "publisher": "Skills England / UK Department for Education",
      "source_type": "occupational standard",
      "url": "https://skillsengland.education.gov.uk/apprenticeships/st0378-v1-1",
      "status": "approved apprenticeship standard page",
      "scope": "forging and forming ferrous metal, forge equipment, heat treatment, fabrication and finishing/protection methods",
      "note": "Primary source added to cover contemporary blacksmithing operations.",
      "scope_class": "operation taxonomy source"
    }
  ],
  "dimensions": [
    {
      "field": "id",
      "meaning": "Stable operation, evidence or source identifier",
      "values": "Stable tracker ID; taxonomy_id preserves the source label / EV-### / SRC-XXX"
    },
    {
      "field": "trade_or_work_domain",
      "meaning": "Trade or occupation source family",
      "values": "cabinetmaking, welding and fabrication, composites technician, fashion technology, sewing machinist, ceramic manufacturing, glass processing, electronics technician, jewellery manufacture"
    },
    {
      "field": "domain",
      "meaning": "Material / workshop domain used by the tracker filter",
      "values": "wood, metal, polymer/composites, textiles, ceramics, glass, electronics/assembly, jewellery"
    },
    {
      "field": "process_group",
      "meaning": "Navigation label derived from the operation wording",
      "values": "preparation / inspection; cutting / stock preparation; joining / assembly; finishing; forming / lay-up; curing / firing; surface application; fit / preparation; process / handoff"
    },
    {
      "field": "evidence_status",
      "meaning": "Research status of the operation row",
      "values": "unreviewed means review pending; it is not a statement that no robot exists"
    },
    {
      "field": "robotics_evidence",
      "meaning": "Nested source-register note about robot evidence review",
      "values": "Preserved from the taxonomy register; supplementary robot cases are in Robot evidence"
    },
    {
      "field": "source_ids",
      "meaning": "Resolved source key for the occupational/process record",
      "values": "SRC-CAB, SRC-WELD, SRC-COMP, SRC-FASHION, SRC-SEWING, SRC-CER, SRC-GLASS, SRC-ELEC, SRC-JEW"
    }
  ]
}
