{ "schema_version": "1.0", "prepared_on": "2026-10-13", "local_service_region": "GTA; precise service area pending", "supplier_selected": false, "scope": "requirements only; no stock price shipping relationship or SKU facts invented", "categories": [ { "category_id": "cleanser", "name": "Shampoo or gentle cleanser", "type": "consumer consumable", "selection_attributes": "Cleansing need; scalp comfort; colour compatibility; fragrance preferences", "repeat_purchase_assessment": "core replenishment hypothesis" }, { "category_id": "conditioner", "name": "Rinse-out conditioner", "type": "consumer consumable", "selection_attributes": "Slip; weight; strand thickness; dryness; rinse instructions", "repeat_purchase_assessment": "core replenishment hypothesis" }, { "category_id": "leave_in", "name": "Leave-in conditioner or detangler", "type": "consumer consumable", "selection_attributes": "Slip; weight; damp/dry use; ingredient sensitivities", "repeat_purchase_assessment": "profile-dependent replenishment" }, { "category_id": "gel", "name": "Styling gel", "type": "consumer consumable", "selection_attributes": "Hold; finish; texture; residue; application moisture", "repeat_purchase_assessment": "core styling replenishment hypothesis" }, { "category_id": "foam", "name": "Styling mousse or foam", "type": "consumer consumable", "selection_attributes": "Weight; volume versus definition; hold; application sequence", "repeat_purchase_assessment": "core styling replenishment hypothesis" }, { "category_id": "cream", "name": "Styling cream", "type": "consumer consumable", "selection_attributes": "Richness; touchable hold; density and dryness fit", "repeat_purchase_assessment": "profile-dependent replenishment" }, { "category_id": "paste", "name": "Styling paste or clay", "type": "consumer consumable", "selection_attributes": "Matte/shine; hold; workable length; washout", "repeat_purchase_assessment": "short-style replenishment hypothesis" }, { "category_id": "heat_protectant", "name": "Heat protectant", "type": "consumer consumable", "selection_attributes": "Explicit thermal claim; damp/dry compatibility; tool routine; label directions", "repeat_purchase_assessment": "heat-user replenishment hypothesis" }, { "category_id": "finish", "name": "Finishing oil or serum", "type": "consumer consumable", "selection_attributes": "Weight; finish; application area; no inferred thermal claim", "repeat_purchase_assessment": "optional replenishment" }, { "category_id": "mask", "name": "Conditioning mask", "type": "consumer consumable", "selection_attributes": "Consumer use; rinse/leave-in; timing; weight; exact sequence", "repeat_purchase_assessment": "need-led replenishment" }, { "category_id": "repair", "name": "Consumer repair treatment", "type": "consumer consumable", "selection_attributes": "Exact version; consumer scope; sequence; no automatic treatment stacking", "repeat_purchase_assessment": "need-led replenishment" }, { "category_id": "pigmented_care", "name": "Pigmented colour maintenance", "type": "consumer consumable", "selection_attributes": "Current shade; desired tone; staining warnings; timing; processing history", "repeat_purchase_assessment": "selective; consultation if uncertain" }, { "category_id": "refresh", "name": "Dry shampoo or refresh product", "type": "consumer consumable", "selection_attributes": "Colour residue; fragrance; scalp comfort; aerosol shipping if applicable", "repeat_purchase_assessment": "selective replenishment" }, { "category_id": "dryer", "name": "Hair dryer", "type": "durable tool", "selection_attributes": "Canadian electrical/model suitability; heat/air controls; manual; attachments; warranty", "repeat_purchase_assessment": "durable acquisition/replacement" }, { "category_id": "diffuser", "name": "Diffuser", "type": "durable accessory", "selection_attributes": "Exact dryer/model fit; attachment locking; manual", "repeat_purchase_assessment": "durable accessory" }, { "category_id": "brush", "name": "Brush", "type": "durable tool", "selection_attributes": "Detangling versus tension/round-brush role; bristles; strand/profile suitability", "repeat_purchase_assessment": "durable acquisition/replacement" }, { "category_id": "comb", "name": "Comb", "type": "durable tool", "selection_attributes": "Wide-tooth versus fine/sectioning; task fit; smooth edges", "repeat_purchase_assessment": "durable acquisition/replacement" }, { "category_id": "clips", "name": "Sectioning clips", "type": "durable accessory", "selection_attributes": "Grip; snagging; length/density fit", "repeat_purchase_assessment": "durable accessory" }, { "category_id": "rollers", "name": "Rollers or heatless setting aid", "type": "durable accessory", "selection_attributes": "Diameter; length; tension/comfort; wet/dry directions", "repeat_purchase_assessment": "durable accessory" }, { "category_id": "iron", "name": "Curling or straightening tool", "type": "durable tool", "selection_attributes": "Tool type; adjustable heat; manual; Canadian model; dry-hair/approved-use rules", "repeat_purchase_assessment": "durable acquisition/replacement" }, { "category_id": "ties_pins", "name": "Gentle ties and pins", "type": "accessory", "selection_attributes": "Length/density; comfort; traction; removable without pulling", "repeat_purchase_assessment": "occasional replacement" }, { "category_id": "clipper", "name": "Consumer clipper", "type": "durable tool", "selection_attributes": "Exact guard fit; manual; cutting length; visibility; Canadian model", "repeat_purchase_assessment": "durable acquisition/replacement" }, { "category_id": "clipper_care", "name": "Clipper maintenance supplies", "type": "maintenance consumable", "selection_attributes": "Exact model-approved oil/cleaning; sanitation directions", "repeat_purchase_assessment": "small replenishment hypothesis" }, { "category_id": "temporary_colour", "name": "Consumer temporary colour or root camouflage", "type": "consumer consumable", "selection_attributes": "No-lift scope; shade; washout; transfer; ingredient/label restrictions", "repeat_purchase_assessment": "selective replenishment" }, { "category_id": "clip_ins", "name": "Removable clip-in extension or wig", "type": "durable wearable", "selection_attributes": "Attachment; weight; texture/colour match; cleaning; sensitivities; fit", "repeat_purchase_assessment": "durable; specialist assessment if needed" }, { "category_id": "professional_service", "name": "Professional cut chemical or installation service", "type": "service requirement", "selection_attributes": "Verified stylist skill; hair history; suitability; resource/travel availability", "repeat_purchase_assessment": "consultation; not a consumer kit" } ], "tasks": [ { "task_id": "T01", "goal": "Cleanse and condition", "diy_level": "beginner", "hair_needs": "all textures; all lengths", "required_category_ids": [ "cleanser", "conditioner" ], "optional_category_ids": [ "comb", "leave_in" ], "selection_and_feasibility": "Maintain routine", "source_ids": [ "S07", "B11" ], "evidence_type": "source-informed editorial requirements and feasibility inference", "tutorial_ids": [ "U03" ], "required_tools": [], "required_consumables": [ "cleanser", "conditioner" ], "service_requirements": [], "optional_products_and_tools": [ "comb", "leave_in" ], "consultation_fallback": "Routine review or hands-on lesson if suitability, instructions or technique are uncertain", "non_sku_prerequisites": [ "Exact label or tool instructions; suitable hair condition; enough working length for chosen style" ] }, { "task_id": "T02", "goal": "Lightweight wave definition", "diy_level": "beginner", "hair_needs": "wavy; fine or low density; medium/long", "required_category_ids": [ "cleanser", "conditioner", "foam" ], "optional_category_ids": [ "gel", "comb", "diffuser", "dryer" ], "selection_and_feasibility": "Choose one foam or suitable gel; avoid automatic rich cream", "source_ids": [ "B06", "B11", "B13" ], "evidence_type": "source-informed editorial requirements and feasibility inference", "tutorial_ids": [ "U03", "U04", "U10" ], "required_tools": [], "required_consumables": [ "cleanser", "conditioner", "foam" ], "service_requirements": [], "optional_products_and_tools": [ "gel", "comb", "diffuser", "dryer" ], "consultation_fallback": "Routine review or hands-on lesson if suitability, instructions or technique are uncertain", "non_sku_prerequisites": [ "Exact label or tool instructions; suitable hair condition; enough working length for chosen style" ] }, { "task_id": "T03", "goal": "Natural curl wash and define", "diy_level": "beginner", "hair_needs": "curly; short/long; varied density", "required_category_ids": [ "cleanser", "conditioner", "gel" ], "optional_category_ids": [ "cream", "leave_in", "comb", "dryer", "diffuser" ], "selection_and_feasibility": "Styler choices are alternatives; air drying is valid", "source_ids": [ "S07", "S04", "B06", "B11" ], "evidence_type": "source-informed editorial requirements and feasibility inference", "tutorial_ids": [ "U03", "U04" ], "required_tools": [], "required_consumables": [ "cleanser", "conditioner", "gel" ], "service_requirements": [], "optional_products_and_tools": [ "cream", "leave_in", "comb", "dryer", "diffuser" ], "consultation_fallback": "Routine review or hands-on lesson if suitability, instructions or technique are uncertain", "non_sku_prerequisites": [ "Exact label or tool instructions; suitable hair condition; enough working length for chosen style" ] }, { "task_id": "T04", "goal": "Coily wash and go", "diy_level": "intermediate", "hair_needs": "coily; short/long; density and dryness matter", "required_category_ids": [ "cleanser", "conditioner", "gel", "comb" ], "optional_category_ids": [ "leave_in", "cream", "clips", "dryer", "diffuser" ], "selection_and_feasibility": "Sectioning/definition lesson optional; match rich/light preference", "source_ids": [ "S08", "S23", "B05", "B11" ], "evidence_type": "source-informed editorial requirements and feasibility inference", "tutorial_ids": [ "U03", "U05" ], "required_tools": [ "comb" ], "required_consumables": [ "cleanser", "conditioner", "gel" ], "service_requirements": [], "optional_products_and_tools": [ "leave_in", "cream", "clips", "dryer", "diffuser" ], "consultation_fallback": "Routine review or hands-on lesson if suitability, instructions or technique are uncertain", "non_sku_prerequisites": [ "Exact label or tool instructions; suitable hair condition; enough working length for chosen style" ] }, { "task_id": "T05", "goal": "Two-strand twists", "diy_level": "intermediate", "hair_needs": "curly/coily; sufficient working length", "required_category_ids": [ "conditioner", "comb", "cream" ], "optional_category_ids": [ "leave_in", "gel", "clips" ], "selection_and_feasibility": "Setting product alternative selected by hold; comfortable tension", "source_ids": [ "S08", "B05", "B02" ], "evidence_type": "source-informed editorial requirements and feasibility inference", "tutorial_ids": [ "U01", "U05" ], "required_tools": [ "comb" ], "required_consumables": [ "conditioner", "cream" ], "service_requirements": [], "optional_products_and_tools": [ "leave_in", "gel", "clips" ], "consultation_fallback": "Routine review or hands-on lesson if suitability, instructions or technique are uncertain", "non_sku_prerequisites": [ "Exact label or tool instructions; suitable hair condition; enough working length for chosen style" ] }, { "task_id": "T06", "goal": "Twist-out or braid-out", "diy_level": "intermediate", "hair_needs": "curly/coily; medium/long", "required_category_ids": [ "conditioner", "comb", "cream" ], "optional_category_ids": [ "gel", "clips", "dryer", "diffuser", "leave_in" ], "selection_and_feasibility": "Allow complete setting/drying per guide; no outcome guarantee", "source_ids": [ "S08", "B05", "B02" ], "evidence_type": "source-informed editorial requirements and feasibility inference", "tutorial_ids": [ "U01", "U05" ], "required_tools": [ "comb" ], "required_consumables": [ "conditioner", "cream" ], "service_requirements": [], "optional_products_and_tools": [ "gel", "clips", "dryer", "diffuser", "leave_in" ], "consultation_fallback": "Routine review or hands-on lesson if suitability, instructions or technique are uncertain", "non_sku_prerequisites": [ "Exact label or tool instructions; suitable hair condition; enough working length for chosen style" ] }, { "task_id": "T07", "goal": "Bantu knot set", "diy_level": "intermediate", "hair_needs": "curly/coily; sufficient length", "required_category_ids": [ "comb", "cream" ], "optional_category_ids": [ "gel", "clips", "ties_pins" ], "selection_and_feasibility": "Comfort and hair condition; lesson if technique unfamiliar", "source_ids": [ "B05", "B02" ], "evidence_type": "source-informed editorial requirements and feasibility inference", "tutorial_ids": [ "U01", "U05" ], "required_tools": [ "comb" ], "required_consumables": [ "cream" ], "service_requirements": [], "optional_products_and_tools": [ "gel", "clips", "ties_pins" ], "consultation_fallback": "Routine review or hands-on lesson if suitability, instructions or technique are uncertain", "non_sku_prerequisites": [ "Exact label or tool instructions; suitable hair condition; enough working length for chosen style" ] }, { "task_id": "T08", "goal": "Curl refresh", "diy_level": "beginner", "hair_needs": "wavy/curly/coily; existing set", "required_category_ids": [ "gel" ], "optional_category_ids": [ "leave_in", "foam", "refresh" ], "selection_and_feasibility": "Water or owned suitable refresh product may suffice; no purchase forced", "source_ids": [ "B11" ], "evidence_type": "source-informed editorial requirements and feasibility inference", "tutorial_ids": [ "U03" ], "required_tools": [], "required_consumables": [ "gel" ], "service_requirements": [], "optional_products_and_tools": [ "leave_in", "foam", "refresh" ], "consultation_fallback": "Routine review or hands-on lesson if suitability, instructions or technique are uncertain", "non_sku_prerequisites": [ "Exact label or tool instructions; suitable hair condition; enough working length for chosen style" ] }, { "task_id": "T09", "goal": "Sleek existing bob", "diy_level": "intermediate", "hair_needs": "straight/wavy; chin/shoulder cut already present", "required_category_ids": [ "comb", "brush", "dryer", "heat_protectant" ], "optional_category_ids": [ "clips", "finish", "iron" ], "selection_and_feasibility": "Heated tool only if hair and manual suitable; new shape T22", "source_ids": [ "S01", "B01", "B02", "B08" ], "evidence_type": "source-informed editorial requirements and feasibility inference", "tutorial_ids": [ "U01" ], "required_tools": [ "comb", "brush", "dryer" ], "required_consumables": [ "heat_protectant" ], "service_requirements": [], "optional_products_and_tools": [ "clips", "finish", "iron" ], "consultation_fallback": "Routine review or hands-on lesson if suitability, instructions or technique are uncertain", "non_sku_prerequisites": [ "Exact label or tool instructions; suitable hair condition; enough working length for chosen style", "Appropriate electrical setup and exact manual; product wet/dry compatibility" ] }, { "task_id": "T10", "goal": "Soft textured bob", "diy_level": "beginner", "hair_needs": "straight/wavy; existing bob", "required_category_ids": [ "paste" ], "optional_category_ids": [ "foam", "comb", "brush" ], "selection_and_feasibility": "One lightweight styler chosen; heat optional with requirements", "source_ids": [ "S01", "B01", "B04" ], "evidence_type": "source-informed editorial requirements and feasibility inference", "tutorial_ids": [ "U06" ], "required_tools": [], "required_consumables": [ "paste" ], "service_requirements": [], "optional_products_and_tools": [ "foam", "comb", "brush" ], "consultation_fallback": "Routine review or hands-on lesson if suitability, instructions or technique are uncertain", "non_sku_prerequisites": [ "Exact label or tool instructions; suitable hair condition; enough working length for chosen style" ] }, { "task_id": "T11", "goal": "Voluminous layered blowout", "diy_level": "intermediate", "hair_needs": "straight/wavy; existing medium/long layers", "required_category_ids": [ "dryer", "brush", "heat_protectant" ], "optional_category_ids": [ "foam", "rollers", "clips", "finish" ], "selection_and_feasibility": "Products style existing layers; new cut T23", "source_ids": [ "S06", "S20", "B01", "B02", "B08", "B13" ], "evidence_type": "source-informed editorial requirements and feasibility inference", "tutorial_ids": [ "U01", "U10" ], "required_tools": [ "dryer", "brush" ], "required_consumables": [ "heat_protectant" ], "service_requirements": [], "optional_products_and_tools": [ "foam", "rollers", "clips", "finish" ], "consultation_fallback": "Routine review or hands-on lesson if suitability, instructions or technique are uncertain", "non_sku_prerequisites": [ "Exact label or tool instructions; suitable hair condition; enough working length for chosen style", "Appropriate electrical setup and exact manual; product wet/dry compatibility" ] }, { "task_id": "T12", "goal": "Curtain fringe styling", "diy_level": "intermediate", "hair_needs": "existing fringe; straight/wavy", "required_category_ids": [ "dryer", "brush", "heat_protectant" ], "optional_category_ids": [ "clips", "foam" ], "selection_and_feasibility": "Style fringe already cut; fringe cutting T24", "source_ids": [ "S01", "B02" ], "evidence_type": "source-informed editorial requirements and feasibility inference", "tutorial_ids": [ "U01" ], "required_tools": [ "dryer", "brush" ], "required_consumables": [ "heat_protectant" ], "service_requirements": [], "optional_products_and_tools": [ "clips", "foam" ], "consultation_fallback": "Routine review or hands-on lesson if suitability, instructions or technique are uncertain", "non_sku_prerequisites": [ "Exact label or tool instructions; suitable hair condition; enough working length for chosen style", "Appropriate electrical setup and exact manual; product wet/dry compatibility" ] }, { "task_id": "T13", "goal": "Heatless waves or roller volume", "diy_level": "beginner", "hair_needs": "straight/wavy; medium/long; enough length", "required_category_ids": [ "rollers" ], "optional_category_ids": [ "comb", "clips", "foam" ], "selection_and_feasibility": "Temporary set; manual and comfort; no universal curl duration", "source_ids": [ "S20", "B01" ], "evidence_type": "source-informed editorial requirements and feasibility inference", "tutorial_ids": [], "required_tools": [ "rollers" ], "required_consumables": [], "service_requirements": [], "optional_products_and_tools": [ "comb", "clips", "foam" ], "consultation_fallback": "Routine review or hands-on lesson if suitability, instructions or technique are uncertain", "non_sku_prerequisites": [ "Exact label or tool instructions; suitable hair condition; enough working length for chosen style" ] }, { "task_id": "T14", "goal": "Heated loose waves", "diy_level": "intermediate", "hair_needs": "straight/wavy/curly; sufficient length; suitable condition", "required_category_ids": [ "iron", "heat_protectant", "comb" ], "optional_category_ids": [ "clips", "finish", "foam" ], "selection_and_feasibility": "Exact tool manual and product wet/dry rules; lesson if unsure", "source_ids": [ "S20", "B02", "B08" ], "evidence_type": "source-informed editorial requirements and feasibility inference", "tutorial_ids": [ "U01" ], "required_tools": [ "iron", "comb" ], "required_consumables": [ "heat_protectant" ], "service_requirements": [], "optional_products_and_tools": [ "clips", "finish", "foam" ], "consultation_fallback": "Routine review or hands-on lesson if suitability, instructions or technique are uncertain", "non_sku_prerequisites": [ "Exact label or tool instructions; suitable hair condition; enough working length for chosen style", "Appropriate electrical setup and exact manual; product wet/dry compatibility" ] }, { "task_id": "T15", "goal": "Style short textured crop", "diy_level": "beginner", "hair_needs": "short; straight/wavy/curly; existing shape", "required_category_ids": [ "paste" ], "optional_category_ids": [ "comb", "dryer", "heat_protectant" ], "selection_and_feasibility": "Hold/finish preference; styling does not create taper", "source_ids": [ "S01", "S13", "B04", "B02" ], "evidence_type": "source-informed editorial requirements and feasibility inference", "tutorial_ids": [ "U01", "U06" ], "required_tools": [], "required_consumables": [ "paste" ], "service_requirements": [], "optional_products_and_tools": [ "comb", "dryer", "heat_protectant" ], "consultation_fallback": "Routine review or hands-on lesson if suitability, instructions or technique are uncertain", "non_sku_prerequisites": [ "Exact label or tool instructions; suitable hair condition; enough working length for chosen style" ] }, { "task_id": "T16", "goal": "Style existing pixie", "diy_level": "beginner", "hair_needs": "short; existing pixie; any supported texture", "required_category_ids": [ "paste" ], "optional_category_ids": [ "cream", "comb", "dryer", "heat_protectant" ], "selection_and_feasibility": "Choose one styler; new precision cut T22", "source_ids": [ "S01", "B01", "B04" ], "evidence_type": "source-informed editorial requirements and feasibility inference", "tutorial_ids": [ "U06" ], "required_tools": [], "required_consumables": [ "paste" ], "service_requirements": [], "optional_products_and_tools": [ "cream", "comb", "dryer", "heat_protectant" ], "consultation_fallback": "Routine review or hands-on lesson if suitability, instructions or technique are uncertain", "non_sku_prerequisites": [ "Exact label or tool instructions; suitable hair condition; enough working length for chosen style" ] }, { "task_id": "T17", "goal": "Low bun ponytail or half-up", "diy_level": "beginner", "hair_needs": "medium/long; all textures where length permits", "required_category_ids": [ "comb", "ties_pins" ], "optional_category_ids": [ "gel", "clips", "finish" ], "selection_and_feasibility": "Comfortable tension; complex event style lesson/pro", "source_ids": [ "S20", "B01" ], "evidence_type": "source-informed editorial requirements and feasibility inference", "tutorial_ids": [], "required_tools": [ "comb", "ties_pins" ], "required_consumables": [], "service_requirements": [], "optional_products_and_tools": [ "gel", "clips", "finish" ], "consultation_fallback": "Routine review or hands-on lesson if suitability, instructions or technique are uncertain", "non_sku_prerequisites": [ "Exact label or tool instructions; suitable hair condition; enough working length for chosen style" ] }, { "task_id": "T18", "goal": "Simple braid", "diy_level": "intermediate", "hair_needs": "medium/long; all textures; enough length", "required_category_ids": [ "comb", "ties_pins" ], "optional_category_ids": [ "leave_in", "gel", "clips" ], "selection_and_feasibility": "Simple styling only; installed/protective extensions T30", "source_ids": [ "S08", "S20" ], "evidence_type": "source-informed editorial requirements and feasibility inference", "tutorial_ids": [], "required_tools": [ "comb", "ties_pins" ], "required_consumables": [], "service_requirements": [], "optional_products_and_tools": [ "leave_in", "gel", "clips" ], "consultation_fallback": "Routine review or hands-on lesson if suitability, instructions or technique are uncertain", "non_sku_prerequisites": [ "Exact label or tool instructions; suitable hair condition; enough working length for chosen style" ] }, { "task_id": "T19", "goal": "Colour aftercare", "diy_level": "beginner", "hair_needs": "colour-treated; current shade/history known", "required_category_ids": [ "cleanser", "conditioner" ], "optional_category_ids": [ "mask", "repair", "heat_protectant", "pigmented_care" ], "selection_and_feasibility": "Pigmented products require verified shade compatibility", "source_ids": [ "S03", "S14", "B08" ], "evidence_type": "source-informed editorial requirements and feasibility inference", "tutorial_ids": [], "required_tools": [], "required_consumables": [ "cleanser", "conditioner" ], "service_requirements": [], "optional_products_and_tools": [ "mask", "repair", "heat_protectant", "pigmented_care" ], "consultation_fallback": "Routine review or hands-on lesson if suitability, instructions or technique are uncertain", "non_sku_prerequisites": [ "Exact label or tool instructions; suitable hair condition; enough working length for chosen style" ] }, { "task_id": "T20", "goal": "Condition dry-feeling lengths", "diy_level": "beginner", "hair_needs": "dry; any texture; weight matched", "required_category_ids": [ "conditioner" ], "optional_category_ids": [ "mask", "leave_in", "finish" ], "selection_and_feasibility": "Cosmetic feel/manageability; no medical/growth claim", "source_ids": [ "S14", "B05", "B07" ], "evidence_type": "source-informed editorial requirements and feasibility inference", "tutorial_ids": [ "U05", "U09" ], "required_tools": [], "required_consumables": [ "conditioner" ], "service_requirements": [], "optional_products_and_tools": [ "mask", "leave_in", "finish" ], "consultation_fallback": "Routine review or hands-on lesson if suitability, instructions or technique are uncertain", "non_sku_prerequisites": [ "Exact label or tool instructions; suitable hair condition; enough working length for chosen style" ] }, { "task_id": "T21", "goal": "Consumer repair routine", "diy_level": "beginner", "hair_needs": "processed or damaged-feeling; exact product known", "required_category_ids": [ "repair" ], "optional_category_ids": [ "conditioner", "mask" ], "selection_and_feasibility": "Use one exact-version protocol; optional care must respect sequence", "source_ids": [ "B09", "B10" ], "evidence_type": "source-informed editorial requirements and feasibility inference", "tutorial_ids": [ "U07", "U08" ], "required_tools": [], "required_consumables": [ "repair" ], "service_requirements": [], "optional_products_and_tools": [ "conditioner", "mask" ], "consultation_fallback": "Routine review or hands-on lesson if suitability, instructions or technique are uncertain", "non_sku_prerequisites": [ "Exact label or tool instructions; suitable hair condition; enough working length for chosen style" ] }, { "task_id": "T22", "goal": "Create bob pixie or precision shape", "diy_level": "professional recommended", "hair_needs": "all textures; transformation", "required_category_ids": [ "professional_service" ], "optional_category_ids": [], "selection_and_feasibility": "Cut assessment and plan; aftercare T09/T10/T16", "source_ids": [ "S01", "S17" ], "evidence_type": "source-informed editorial requirements and feasibility inference", "tutorial_ids": [], "required_tools": [], "required_consumables": [], "service_requirements": [ "professional_service" ], "optional_products_and_tools": [], "consultation_fallback": "Professional assessment before task", "non_sku_prerequisites": [ "Exact label or tool instructions; suitable hair condition; enough working length for chosen style" ] }, { "task_id": "T23", "goal": "Create layers shag or wolf cut", "diy_level": "professional recommended", "hair_needs": "all textures; transformation", "required_category_ids": [ "professional_service" ], "optional_category_ids": [], "selection_and_feasibility": "Density/growth/shrinkage assessed; aftercare T11", "source_ids": [ "S01", "S12", "S17" ], "evidence_type": "source-informed editorial requirements and feasibility inference", "tutorial_ids": [], "required_tools": [], "required_consumables": [], "service_requirements": [ "professional_service" ], "optional_products_and_tools": [], "consultation_fallback": "Professional assessment before task", "non_sku_prerequisites": [ "Exact label or tool instructions; suitable hair condition; enough working length for chosen style" ] }, { "task_id": "T24", "goal": "Create or reshape fringe", "diy_level": "professional recommended", "hair_needs": "all textures; new fringe", "required_category_ids": [ "professional_service" ], "optional_category_ids": [], "selection_and_feasibility": "Precision/growth pattern; styling T12", "source_ids": [ "S01", "S15" ], "evidence_type": "source-informed editorial requirements and feasibility inference", "tutorial_ids": [], "required_tools": [], "required_consumables": [], "service_requirements": [ "professional_service" ], "optional_products_and_tools": [], "consultation_fallback": "Professional assessment before task", "non_sku_prerequisites": [ "Exact label or tool instructions; suitable hair condition; enough working length for chosen style" ] }, { "task_id": "T25", "goal": "Uniform guarded clipper maintenance", "diy_level": "intermediate", "hair_needs": "short; suitable scalp; exact tool", "required_category_ids": [ "clipper", "comb", "clipper_care" ], "optional_category_ids": [ "clips" ], "selection_and_feasibility": "Two-mirror visibility also required; manufacturer manual; lesson", "source_ids": [ "S13", "B03" ], "evidence_type": "source-informed editorial requirements and feasibility inference", "tutorial_ids": [ "U02" ], "required_tools": [ "clipper", "comb" ], "required_consumables": [ "clipper_care" ], "service_requirements": [], "optional_products_and_tools": [ "clips" ], "consultation_fallback": "Routine review or hands-on lesson if suitability, instructions or technique are uncertain", "non_sku_prerequisites": [ "Exact label or tool instructions; suitable hair condition; enough working length for chosen style", "Large mirror plus handheld rear-view mirror; safe visibility and model-approved cleaning" ] }, { "task_id": "T26", "goal": "Skin fade taper or curl reshaping", "diy_level": "professional recommended", "hair_needs": "short; precision or texture shaping", "required_category_ids": [ "professional_service" ], "optional_category_ids": [], "selection_and_feasibility": "No inference of expertise from clipper possession", "source_ids": [ "S01", "S13", "S23" ], "evidence_type": "source-informed editorial requirements and feasibility inference", "tutorial_ids": [], "required_tools": [], "required_consumables": [], "service_requirements": [ "professional_service" ], "optional_products_and_tools": [], "consultation_fallback": "Professional assessment before task", "non_sku_prerequisites": [ "Exact label or tool instructions; suitable hair condition; enough working length for chosen style" ] }, { "task_id": "T27", "goal": "Temporary no-lift colour or root camouflage", "diy_level": "intermediate", "hair_needs": "shade/history/label suitability verified", "required_category_ids": [ "temporary_colour" ], "optional_category_ids": [ "comb", "clips" ], "selection_and_feasibility": "Exact consumer label only; no developer substitution; unsure -> consult", "source_ids": [ "A01" ], "evidence_type": "source-informed editorial requirements and feasibility inference", "tutorial_ids": [], "required_tools": [], "required_consumables": [ "temporary_colour" ], "service_requirements": [], "optional_products_and_tools": [ "comb", "clips" ], "consultation_fallback": "Routine review or hands-on lesson if suitability, instructions or technique are uncertain", "non_sku_prerequisites": [ "Exact label or tool instructions; suitable hair condition; enough working length for chosen style", "Exact consumer label screening and protective supplies specified by that label; previous reaction -> no recommendation" ] }, { "task_id": "T28", "goal": "Bleach balayage highlights or colour correction", "diy_level": "professional recommended", "hair_needs": "all textures; chemical transformation", "required_category_ids": [ "professional_service" ], "optional_category_ids": [], "selection_and_feasibility": "Consultation/quote; aftercare categories only; no chemical recipe", "source_ids": [ "S03", "S05", "S19", "A01" ], "evidence_type": "source-informed editorial requirements and feasibility inference", "tutorial_ids": [], "required_tools": [], "required_consumables": [], "service_requirements": [ "professional_service" ], "optional_products_and_tools": [], "consultation_fallback": "Professional assessment before task", "non_sku_prerequisites": [ "Exact label or tool instructions; suitable hair condition; enough working length for chosen style" ] }, { "task_id": "T29", "goal": "Perm relaxer or chemical smoothing", "diy_level": "professional recommended", "hair_needs": "texture alteration; compatibility unknown until assessed", "required_category_ids": [ "professional_service" ], "optional_category_ids": [], "selection_and_feasibility": "Separate from heat styling and conditioning; no procedural chemical tutorial", "source_ids": [ "S06", "S09", "S19" ], "evidence_type": "source-informed editorial requirements and feasibility inference", "tutorial_ids": [], "required_tools": [], "required_consumables": [], "service_requirements": [ "professional_service" ], "optional_products_and_tools": [], "consultation_fallback": "Professional assessment before task", "non_sku_prerequisites": [ "Exact label or tool instructions; suitable hair condition; enough working length for chosen style" ] }, { "task_id": "T30", "goal": "Installed extensions braids or loc transformation", "diy_level": "professional recommended", "hair_needs": "attachment/weight/texture/condition assessment", "required_category_ids": [ "professional_service" ], "optional_category_ids": [], "selection_and_feasibility": "Installed systems and specialist protective work; maintenance tailored", "source_ids": [ "S08", "S15", "S24" ], "evidence_type": "source-informed editorial requirements and feasibility inference", "tutorial_ids": [], "required_tools": [], "required_consumables": [], "service_requirements": [ "professional_service" ], "optional_products_and_tools": [], "consultation_fallback": "Professional assessment before task", "non_sku_prerequisites": [ "Exact label or tool instructions; suitable hair condition; enough working length for chosen style" ] }, { "task_id": "T31", "goal": "Removable clip-ins or wig styling", "diy_level": "intermediate", "hair_needs": "sufficient support/fit; suitable hair/scalp", "required_category_ids": [ "clip_ins", "comb" ], "optional_category_ids": [ "brush", "clips" ], "selection_and_feasibility": "Attachment instructions and compatibility; lesson if uncertain", "source_ids": [ "S20" ], "evidence_type": "source-informed editorial requirements and feasibility inference", "tutorial_ids": [], "required_tools": [ "clip_ins", "comb" ], "required_consumables": [], "service_requirements": [], "optional_products_and_tools": [ "brush", "clips" ], "consultation_fallback": "Routine review or hands-on lesson if suitability, instructions or technique are uncertain", "non_sku_prerequisites": [ "Exact label or tool instructions; suitable hair condition; enough working length for chosen style" ] }, { "task_id": "T32", "goal": "Temporary silk press or coily stretching", "diy_level": "intermediate", "hair_needs": "curly/coily; condition and heat history known", "required_category_ids": [ "dryer", "brush", "heat_protectant", "comb" ], "optional_category_ids": [ "iron", "clips", "finish" ], "selection_and_feasibility": "First-time/fragile/uncertain -> professional; no universal heat setting", "source_ids": [ "S09", "B02", "B08" ], "evidence_type": "source-informed editorial requirements and feasibility inference", "tutorial_ids": [ "U01" ], "required_tools": [ "dryer", "brush", "comb" ], "required_consumables": [ "heat_protectant" ], "service_requirements": [], "optional_products_and_tools": [ "iron", "clips", "finish" ], "consultation_fallback": "Routine review or hands-on lesson if suitability, instructions or technique are uncertain", "non_sku_prerequisites": [ "Exact label or tool instructions; suitable hair condition; enough working length for chosen style", "Appropriate electrical setup and exact manual; product wet/dry compatibility" ] }, { "task_id": "T33", "goal": "Scalp cleansing routine", "diy_level": "beginner", "hair_needs": "cosmetic cleansing only; no painful/inflamed skin or sudden loss", "required_category_ids": [ "cleanser" ], "optional_category_ids": [ "comb" ], "selection_and_feasibility": "Clinical symptoms exit cosmetic quiz; no diagnosis/head-spa efficacy claim", "source_ids": [ "S05", "A02" ], "evidence_type": "source-informed editorial requirements and feasibility inference", "tutorial_ids": [], "required_tools": [], "required_consumables": [ "cleanser" ], "service_requirements": [], "optional_products_and_tools": [ "comb" ], "consultation_fallback": "Routine review or hands-on lesson if suitability, instructions or technique are uncertain", "non_sku_prerequisites": [ "Exact label or tool instructions; suitable hair condition; enough working length for chosen style" ] } ], "tutorials": [ { "tutorial_id": "U01", "title": "Dyson Canada styling guides", "url": "https://www.dysoncanada.ca/en/hair-care/styling-guide", "compatibility": "styling; consumer; exact model/attachments", "source_id": "B02", "reviewed_on": "2026-10-13", "inspection": "official page/library text; not every embedded video played", "reuse": "link to source; no licence inferred" }, { "tutorial_id": "U02", "title": "Wahl Haircuts 101", "url": "https://wahlusa.com/how-to/haircutting/haircuts-101", "compatibility": "consumer clipper maintenance; exact tool manual required", "source_id": "B03", "reviewed_on": "2026-10-13", "inspection": "official page/library text; not every embedded video played", "reuse": "link to source; no licence inferred" }, { "tutorial_id": "U03", "title": "LUS texture tutorials", "url": "https://loveurcurls.ca/pages/lus-how-to-videos", "compatibility": "wavy/curly/kinky-coily/refresh; exact formula", "source_id": "B11", "reviewed_on": "2026-10-13", "inspection": "official page/library text; not every embedded video played", "reuse": "link to source; no licence inferred" }, { "tutorial_id": "U04", "title": "Ouidad gel instructions", "url": "https://www.ouidad.com/products/advanced-climate-control-heat-and-humidity-gel", "compatibility": "exact gel; damp application; air dry or compatible diffuser", "source_id": "B06", "reviewed_on": "2026-10-13", "inspection": "official page/library text; not every embedded video played", "reuse": "link to source; no licence inferred" }, { "tutorial_id": "U05", "title": "PATTERN cream instructions", "url": "https://patternbeauty.com/products/styling-cream", "compatibility": "exact cream; twists/braid-outs; rich formula", "source_id": "B05", "reviewed_on": "2026-10-13", "inspection": "official page/library text; not every embedded video played", "reuse": "link to source; no licence inferred" }, { "tutorial_id": "U06", "title": "American Crew Fiber instructions", "url": "https://www.americancrew.com/products/fiber", "compatibility": "exact styler; damp or dry; matte hold", "source_id": "B04", "reviewed_on": "2026-10-13", "inspection": "official page/library text; not every embedded video played", "reuse": "link to source; no licence inferred" }, { "tutorial_id": "U07", "title": "K18 consumer mask directions", "url": "https://www.k18hair.com/products/leave-in-molecular-repair-hair-mask-50-ml", "compatibility": "exact consumer mask; four-minute leave-in sequence", "source_id": "B09", "reviewed_on": "2026-10-13", "inspection": "official page/library text; not every embedded video played", "reuse": "link to source; no licence inferred" }, { "tutorial_id": "U08", "title": "OLAPLEX current No.3PLUS guide", "url": "https://olaplex.com/blogs/news/your-guide-to-olaplex-no-3", "compatibility": "No.3PLUS only; not legacy No.3", "source_id": "B10", "reviewed_on": "2026-10-13", "inspection": "official page/library text; not every embedded video played", "reuse": "link to source; no licence inferred" }, { "tutorial_id": "U09", "title": "Moroccanoil Light directions", "url": "https://www.moroccanoil.com/products/Moroccanoil-Treatment-Light", "compatibility": "exact version; finishing mids/ends", "source_id": "B07", "reviewed_on": "2026-10-13", "inspection": "official page/library text; not every embedded video played", "reuse": "link to source; no licence inferred" }, { "tutorial_id": "U10", "title": "Living Proof foam directions", "url": "https://www.livingproof.com/products/full-texturizing-foam", "compatibility": "exact foam; volume/texture", "source_id": "B13", "reviewed_on": "2026-10-13", "inspection": "official page/library text; not every embedded video played", "reuse": "link to source; no licence inferred" } ], "supplier_mapping_template": { "mapping_id": null, "requirement_category_id": null, "task_ids": [], "supplier_name": null, "supplier_url": null, "supplier_sku": null, "variant_id": null, "brand": null, "product_name": null, "formulation_version": null, "category": null, "consumer_or_professional_scope": null, "compatibility": { "textures": [], "lengths": [], "strand_thickness": [], "density": [], "treatment_history": [], "tool_models": [], "hold": null, "finish": null, "weight": null, "allergen_fragrance_notes": null, "exclusions": [] }, "instructions_url": null, "label_evidence_url": null, "instructions_checked_at": null, "canadian_shipping": { "verified": null, "regions": [], "evidence_url": null, "checked_at": null, "dispatch_origin": null, "duties_taxes": null, "restrictions": null }, "price": { "amount_minor_units": null, "currency": "CAD", "checked_at": null, "evidence_url": null }, "stock": { "quantity": null, "state": "unknown", "checked_at": null, "evidence_url": null, "freshness_policy": null }, "image": { "url": null, "rights_status": "unverified", "permission_evidence": null }, "resale_authorization_evidence": null, "verification_status": "unverified", "verified_by": null, "verified_at": null, "notes": null }, "supplier_mappings": [], "verification_states": [ "unverified", "verified", "incompatible", "needs consultation", "unavailable", "stale" ], "required_external_prerequisites": [ "Actual seller websites and catalogue permission", "Exact Canadian SKU/version and label", "CAD price/stock freshness agreement", "Consumer-use scope and compatibility", "Canadian shipping fulfilment returns and image rights", "Actual GTA staff skills travel area appointment fees and policy" ], "source_register_file": "source-register.md", "rating_definition": "Editorial feasibility inference, not a manufacturer certification or promise of outcomes" }