Prompt Cards

USA Mechanics: ADAS Calibration Bay Setup

Design a dealership/independent shop ADAS calibration bay. Deliver: target layout zones, lighting spec, floor level checks, alignment workflow, OBD/scan integration, road-test route, and documentation pack. KPIs: calibration first-time-pass, comebacks ↓, cycle time. Output: SOPs, checklists, customer education sheet.

Tags: USA, ADAS, Calibration, Workshop, OBD, Throughput
Author: Tsubasa Kato
Created at: 2025-09-12 13:15:00
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USA Industry: Warranty Signal & Recall Readiness

Act as warranty analytics lead. Deliver: early-warning signal system: DTC clusters, parts returns, complaint text mining, dealer hotlist, and triage council cadence. Map NHTSA reporting touchpoints and recall comms templates. KPIs: detection lead time, recall completion rate, cost per VIN. Output: dashboards, playbook, dealer kit.

Tags: USA, Warranty, NHTSA, Analytics, Recall, Dealers
Author: Tsubasa Kato
Created at: 2025-09-12 13:15:00
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Japan Connected Car: Data & Type-Approval Pack

Prepare a non-OEM specific readiness pack for connected features. Deliver: UNECE/Japan type-approval checklist references, cybersecurity management system overview, over-the-air update process, APPI privacy mapping, data-minimization policy, and customer consent UX. KPIs: audit findings ↓, update success ↑. Output: RACI, evidence binder index.

Tags: Japan, Connected car, Type approval, Privacy, OTA, Cybersecurity
Author: Tsubasa Kato
Created at: 2025-09-12 13:15:00
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Japan Supply Base: Tier-2 APQP Lite

Act as supplier-development lead. Deliver: APQP-lite for Tier-2/3: CTQ flowdown, PFMEA starter kit, control plan grid, PPAP evidence list, gauge R&R plan, and logistics milk-run map. Include genba audits and QC circle cadence. KPIs: PPM ↓, on-time PPAP ↑. Output: templates, audit schedule, escalation matrix.

Tags: Japan, APQP, PPAP, Supplier development, Quality, Genba
Author: Tsubasa Kato
Created at: 2025-09-12 13:15:00
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Japan EV Service: High-Voltage Safety Cell

Design an EV/HV service cell. Deliver: lockout/tagout flow, insulated tools list, battery lift/cribbing plan, spill/thermal event response, isolation resistance test steps (non-OEM specific), grounding checks, and bay zoning. KPIs: incident=0, time-to-safe, PPE compliance. Output: floor plan, drills calendar, customer consent templates.

Tags: Japan, EV, High voltage, Safety, Service design, PPE
Author: Tsubasa Kato
Created at: 2025-09-12 13:15:00
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Japan Mechanics: Shaken Readiness Workflow

Be a service-bay lead preparing cars for periodic Shaken. Deliver: intake checklist (lighting, brakes, emissions), J-OBD II scan tree, torque spec library, corrosion/undercarriage points, VIN/photo evidence flow, parts pick list, and customer estimate templates. KPIs: pass-rate, rework %, bay time. Output: SOP cards, QC sign-off, customer comms in JP/EN.

Tags: Japan, Shaken, Mechanic, OBD, Service bay, Quality
Author: Tsubasa Kato
Created at: 2025-09-12 13:15:00
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Japan Manufacturing: TPS Digital Andon Rollout

Act as a plant Kaizen lead in Japan. Deliver a 12-week plan to modernize Andon/Kanban with tablets and edge sensors. Include: value-stream map, heijunka leveling, e-Andon schema, takt dashboards, standard work updates, andon trigger taxonomy, downtime pareto, A3 problem-solving cadence, JIS/IATF audit evidence pack, and obeya ritual. KPIs: OEE ↑, changeover time ↓, first-pass yield ↑. Output: architecture, pilot line plan, rollout waves, training kit.

Tags: Japan, TPS, Andon, Kanban, Manufacturing, IATF 16949, Kaizen
Author: Tsubasa Kato
Created at: 2025-09-12 13:15:00
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Supply Chain: Transport Mode & Route Optimizer

Plan a mode/route optimizer. Inputs: lanes, SLAs, cost, CO₂ factors. Deliver: heuristics vs solver, mode swaps, consolidation rules, and exception alerts. KPIs: OTIF, cost/kg-km, emissions proxy. Output: playbook, carrier scorecard, monthly review.

Tags: supply chain, transport, routing, OTIF, emissions
Author: Tsubasa Kato
Created at: 2025-09-12 13:12:00
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Supply Chain: Reverse Logistics Optimizer

Design a reverse flow for returns. Deliver: reasons taxonomy, triage (resell/repair/recycle), carrier pickup rules, and grading station SOPs. KPIs: recovery %, cycle time, cost/unit. Output: layout, WMS hooks, weekly dashboard.

Tags: supply chain, returns, reverse logistics, recovery, WMS
Author: Tsubasa Kato
Created at: 2025-09-12 13:12:00
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Supply Chain: Multi-Echelon Inventory Sandbox (MEIO)

Build a MEIO sandbox. Inputs: service targets, lead-time stats, variability. Deliver: stocking policies, pooled safety stock math, push/pull what-ifs. KPIs: fill rate, inventory turns, cash tied. Output: experiments grid, rollout guardrails.

Tags: supply chain, MEIO, inventory, service level, optimization
Author: Tsubasa Kato
Created at: 2025-09-12 13:12:00
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Supply Chain: Demand Sensing with External Signals

Create a demand-sensing plan using POS, weather, promos (privacy-safe). Deliver: feature map, lag tests, backtest protocol, and guardrails. KPIs: MAPE ↓, bias ↓, alert precision ↑. Output: weekly cadence with S&OP, dashboard, exception playbook.

Tags: supply chain, demand sensing, forecasting, S&OP, analytics
Author: Tsubasa Kato
Created at: 2025-09-12 13:12:00
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Warehouse: Cold Chain IoT Monitor Simulation

Plan a benign simulation for cold-chain monitoring. Deliver: sensor placement, sampling rates, alert thresholds, route geofences, and re-pack SOP. KPIs: time-out-of-range, spoilage proxy. Output: dashboard spec, test runs, and incident drill.

Tags: warehouse, cold chain, IoT, alerts, quality
Author: Tsubasa Kato
Created at: 2025-09-12 13:12:00
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