Prompt Cards

Build a preventive maintenance program for a Duque de Caxias packaging line. Define PM intervals, lubrication map, vibration checks, and a CMMS starter schema with MTBF targets.

Propose a lean re-layout for a Belo Horizonte industrial warehouse. Use spaghetti diagrams to reduce travel, set pick-path rules, add ABC zoning, and design a Kanban replenishment loop. Provide expected pick-rate gains.

Create a safety pack for Suginami City makerspaces: laser cutter SOPs, resin ventilation, PPE checklist, lockout/tagout posters, and bilingual signage (JA/EN). Include a monthly audit template.

For a Sagamihara metalworking SME, draft a 90-day digital roadmap: barcode WIP tracking, simple MES, maintenance logs, and power monitoring. Include cost bands, vendor shortlist, and a pilot success checklist.

Design a one-week kaizen sprint for a precision parts plant in Kawasaki. Map a machining cell’s current state, run a time-and-motion study, quantify OEE losses, propose SMED changes for setup under 10 minutes, and output a before/after KPI board and SOP.

Set rules when to quote vs paraphrase; enforce quote length caps and citation proximity. Provide detectors for unattributed paraphrase and a remediation flow.

Create reusable templates: 1-page brief, deep dive, executive summary. Define required sections (claims,evidence,risks,unknowns) and auto-fill rules from the pipeline.

Plan A/B tests: citation density, inline previews, and confidence badges. Define success metrics (task time, trust score, correction rate) and sample size math.

Define JSON tool contracts (inputs/outputs/errors) and telemetry for every call (latency, token use, source count). Provide a redaction policy for logs.

Implement a semantic cache for repeated queries and a de-dup stage to collapse near-duplicate sources. Provide hit/miss metrics and eviction policy.

Train an LTR model to order passages by usefulness. Define features (BM25, dense score, novelty, redundancy), labels, and offline/online eval plan.

Design a mobile UX with offline packs, low-bandwidth retrieval, and later sync. Provide caching TTL, conflict resolution, and share sheet flows.