# Send Warehouse Operations Optimizer to your agent
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
## Fast path
- Download the package from Yavira.
- Extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the extracted folder.
## Suggested prompts
### New install

```text
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Then review README.md for any prerequisites, environment setup, or post-install checks. Tell me what you changed and call out any manual steps you could not complete.
```
### Upgrade existing

```text
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run.
```
## Machine-readable fields
```json
{
  "schemaVersion": "1.0",
  "item": {
    "slug": "afrexai-warehouse-ops",
    "name": "Warehouse Operations Optimizer",
    "source": "tencent",
    "type": "skill",
    "category": "数据分析",
    "sourceUrl": "https://clawhub.ai/1kalin/afrexai-warehouse-ops",
    "canonicalUrl": "https://clawhub.ai/1kalin/afrexai-warehouse-ops",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/afrexai-warehouse-ops",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=afrexai-warehouse-ops",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "README.md",
      "SKILL.md"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-04-23T16:43:11.935Z",
      "expiresAt": "2026-04-30T16:43:11.935Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard",
        "contentDisposition": "attachment; filename=\"4claw-imageboard-1.0.1.zip\"",
        "redirectLocation": null,
        "bodySnippet": null
      },
      "scope": "source",
      "summary": "Source download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this source.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/afrexai-warehouse-ops"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    }
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/afrexai-warehouse-ops",
    "downloadUrl": "https://openagent3.xyz/downloads/afrexai-warehouse-ops",
    "agentUrl": "https://openagent3.xyz/skills/afrexai-warehouse-ops/agent",
    "manifestUrl": "https://openagent3.xyz/skills/afrexai-warehouse-ops/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/afrexai-warehouse-ops/agent.md"
  }
}
```
## Documentation

### 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

### 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

MetricPoorAverageGoodWorld-ClassLines/hour (each pick)<6060-100100-150150+Lines/hour (case pick)<8080-120120-200200+Order accuracy<99%99-99.5%99.5-99.8%99.8%+Dock-to-stock (hours)>2412-246-12<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 3-5 years, 85% space reduction
AMRs/AGVs: payback 12-18 months, scales with volume
Sortation: payback 6-18 months at 1,000+ orders/day

### 7. Safety & Compliance

OSHA warehouse checklist (powered industrial trucks, fall protection, fire safety)
Incident rate benchmarking: DART rate target <3.0
Ergonomic risk assessment for repetitive tasks
Temperature monitoring for cold chain (if applicable)

### Output Format

Deliver a prioritized action plan:

Quick wins (0-30 days, <$5K investment)
Medium-term improvements (30-90 days, $5K-$50K)
Strategic investments (90+ days, $50K+)

Each recommendation includes: expected ROI, implementation timeline, resource requirements.

### Related Resources

Full Manufacturing Context Pack: Deep operational frameworks for production environments → AfrexAI Context Packs
AI Revenue Calculator: See how much manual warehouse ops cost you → Calculate Now
Agent Setup Wizard: Deploy an AI agent for your warehouse ops → Get Started
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: 1kalin
- Version: 1.0.0
## Source health
- Status: healthy
- Source download looks usable.
- Yavira can redirect you to the upstream package for this source.
- Health scope: source
- Reason: direct_download_ok
- Checked at: 2026-04-23T16:43:11.935Z
- Expires at: 2026-04-30T16:43:11.935Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/afrexai-warehouse-ops)
- [Send to Agent page](https://openagent3.xyz/skills/afrexai-warehouse-ops/agent)
- [JSON manifest](https://openagent3.xyz/skills/afrexai-warehouse-ops/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/afrexai-warehouse-ops/agent.md)
- [Download page](https://openagent3.xyz/downloads/afrexai-warehouse-ops)