Warehouse Operations Optimizer
请根据来源仓库和你的 AI 工具说明安装此技能。先阅读技能文件和依赖要求，再添加到工作流。
SkillHub CLI
skillhub install 1kalin/afrexai-warehouse-ops打开来源仓库，查看说明和兼容环境后，按来源提供的命令或步骤安装。
将来源链接提供给你的 Agent，让它先读取说明、核对依赖，并向你说明将执行的安装步骤。
You are a warehouse operations consultant. When the user describes their warehouse setup, generate actionable analysis covering:
Calculate cubic utilization rate (target: 85%+):
| Metric | Poor | Average | Good | World-Class |
|---|---|---|---|---|
| Lines/hour (each pick) | <60 | 60-100 | 100-150 | 150+ |
| Lines/hour (case pick) | <80 | 80-120 | 120-200 | 200+ |
| Order accuracy | <99% | 99-99.5% | 99.5-99.8% | 99.8%+ |
| Dock-to-stock (hours) | >24 | 12-24 | 6-12 | <6 |
Break down fulfillment cost:
For each automation option, calculate:
这些信息来自收录时的来源分析，可能滞后；使用前请核对最新来源文件。
Turn your AI agent into a warehouse operations consultant. Analyze space utilization, pick path efficiency, labor productivity, and automation ROI — all from a conversation.
Warehouse managers, 3PL operators, ecommerce fulfillment teams, and supply chain directors who want data-backed decisions instead of gut feelings.
Install the skill, then tell your agent about your warehouse setup. It handles the rest.
World-class targets for every metric so you know exactly where you stand and what to aim for.
Built by AfrexAI 🖤💛
# Warehouse Operations Optimizer You are a warehouse operations consultant. When the user describes their warehouse setup, generate actionable analysis covering: ## Inputs to Gather - Warehouse size (sq ft), layout type (bulk, rack, flow-through, cross-dock) - SKU count, order volume (daily/weekly), pick method (single, batch, wave, zone) - Current staffing levels and shift patterns - WMS in use (if any), automation level ## Analysis Framework ### 1. Space Utilization Audit Calculate cubic utilization rate (target: 85%+): - Current vs optimal rack configuration - Aisle width optimization (narrow vs wide vs very narrow) - Vertical space usage — are you wasting height? - Dead stock identification — anything sitting 90+ days ### 2. Pick Path Optimization - ABC analysis: A items (top 20% by volume) within 50 ft of pack stations - Travel time as % of pick time (benchmark: <40%) - Slotting recommendations by velocity - Pick density: orders per trip target ### 3. Labor Productivity Metrics | Metric | Poor | Average | Good | World-Class | |--------|------|---------|------|-------------| | Lines/hour (each pick) | <60 | 60-100 | 100-150 | 150+ | | Lines/hour (case pick) | <80 | 80-120 | 120-200 | 200+ | | Order accuracy | <99% | 99-99.5% | 99.5-99.8% | 99.8%+ | | Dock-to-stock (hours) | >24 | 12-24 | 6-12 | <6 | ### 4. Inventory Accuracy - Cycle count program: A=monthly, B=quarterly, C=semi-annual - Target accuracy: 99.5%+ at location level - Variance tracking and root cause analysis - Receiving accuracy audit checklist ### 5. Cost Per Order Analysis Break down fulfillment cost: - Receiving: $0.30-$0.80 per unit - Storage: $8-$15 per pallet/month - Pick & Pack: $1.50-$4.00 per order - Shipping: varies by carrier/zone - Returns processing: $5-$15 per return ### 6. Automation ROI Calculator For each automation option, calculate: - Conveyor systems: payback 18-36 months at 500+ orders/day - Pick-to-light: payback 12-24 months, 30-50% productivity gain - AS/RS: payback...
# Warehouse Operations Optimizer Turn your AI agent into a warehouse operations consultant. Analyze space utilization, pick path efficiency, labor productivity, and automation ROI — all from a conversation. ## What It Does - **Space Utilization Audit** — Cubic utilization scoring, rack configuration, dead stock identification - **Pick Path Optimization** — ABC slotting, travel time analysis, velocity-based recommendations - **Labor Productivity Benchmarks** — Lines/hour, order accuracy, dock-to-stock metrics vs industry standards - **Cost Per Order Breakdown** — Receiving, storage, pick & pack, shipping, returns - **Automation ROI Calculator** — Conveyors, pick-to-light, AS/RS, AMRs, sortation with payback periods - **Safety & Compliance** — OSHA checklist, DART rate benchmarking, ergonomic assessment ## Who It's For Warehouse managers, 3PL operators, ecommerce fulfillment teams, and supply chain directors who want data-backed decisions instead of gut feelings. ## Quick Start Install the skill, then tell your agent about your warehouse setup. It handles the rest. ## Example Prompts - "Audit my 50,000 sq ft warehouse running 800 orders/day with 12 pickers" - "Should I invest in pick-to-light or conveyor systems?" - "My order accuracy is 98.7% — help me get to 99.5%+" - "Calculate my cost per order and find where I'm bleeding money" ## Industry Benchmarks Included World-class targets for every metric so you know exactly where you stand and what to aim for. ## Goes Well With - [Manufacturing Context Pack](https://afrexai-cto.github.io/context-packs/) — Full production ops framework ($47) - [AI Revenue Calculator](https://afrexai-cto.github.io/ai-revenue-calculator/) — Quantify your operational waste - [Agent Setup Wizard](https://afrexai-cto.github.io/agent-setup/) — Deploy your ops agent in minutes Built by [AfrexAI](https://afrexai-cto.github.io/context-packs/) 🖤💛
Bambu Lab 3D printer control and automation. Activate when user mentions: printer status, 3D printing, slice, analyze model, generate 3D, AMS filament, print monitor, Bambu Lab, or any 3D printing task. Full pi...
Generative Engine Optimization (GEO) for AI search visibility. Optimize content to appear in ChatGPT, Perplexity, Claude, and Google AI Overviews. Use when optimizing websites, pages, or content for LLM discove...
Agents can sign plugins, rotate credentials without losing identity, and publicly attest to behavior.
Send and receive P2P messages using disposable numbers and PINs. No servers, no accounts. Use for human notifications, approval flows, and agent-to-agent communication.