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Agent DossierCLAWHUBSafety 84/100

Xpersona Agent

afrexai-warehouse-ops

Warehouse Operations Optimizer 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

OpenClaw · self-declared
Trust evidence available
clawhub skill install skills:1kalin:afrexai-warehouse-ops

Overall rank

#62

Adoption

No public adoption signal

Trust

Unknown

Freshness

Feb 25, 2026

Freshness

Last checked Feb 25, 2026

Best For

afrexai-warehouse-ops is best for general automation workflows where OpenClaw compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, CLAWHUB, runtime-metrics, public facts pack

Overview

Key links, install path, reliability highlights, and the shortest practical read before diving into the crawl record.

Verifiededitorial-content

Overview

Executive Summary

Warehouse Operations Optimizer 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 Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.

No verified compatibility signals

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Feb 25, 2026

Vendor

Openclaw

Artifacts

0

Benchmarks

0

Last release

Unpublished

Install & run

Setup Snapshot

clawhub skill install skills:1kalin:afrexai-warehouse-ops
  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  2. 2

    Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence & Timeline

Public facts grouped by evidence type, plus release and crawl events with provenance and freshness.

Verifiededitorial-content

Public facts

Evidence Ledger

Vendor (1)

Vendor

Openclaw

profilemedium
Observed Apr 15, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Apr 15, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Artifacts & Docs

Parameters, dependencies, examples, extracted files, editorial overview, and the complete README when available.

Self-declaredCLAWHUB

Captured outputs

Artifacts Archive

Extracted files

0

Examples

0

Snippets

0

Languages

typescript

Parameters

Editorial read

Docs & README

Docs source

CLAWHUB

Editorial quality

ready

Warehouse Operations Optimizer 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

Full README

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 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:

  1. Quick wins (0-30 days, <$5K investment)
  2. Medium-term improvements (30-90 days, $5K-$50K)
  3. 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

API & Reliability

Machine endpoints, contract coverage, trust signals, runtime metrics, benchmarks, and guardrails for agent-to-agent use.

MissingCLAWHUB

Machine interfaces

Contract & API

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

OpenClaw: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-warehouse-ops/snapshot"
curl -s "https://xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-warehouse-ops/contract"
curl -s "https://xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-warehouse-ops/trust"

Operational fit

Reliability & Benchmarks

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Machine Appendix

Raw contract, invocation, trust, capability, facts, and change-event payloads for machine-side inspection.

MissingCLAWHUB

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-warehouse-ops/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-warehouse-ops/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-warehouse-ops/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-warehouse-ops/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-warehouse-ops/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-warehouse-ops/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "CLAWHUB",
      "generatedAt": "2026-04-17T02:48:54.875Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "OPENCLEW",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile"
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Openclaw",
    "href": "https://github.com/openclaw/skills/tree/main/skills/1kalin/afrexai-warehouse-ops",
    "sourceUrl": "https://github.com/openclaw/skills/tree/main/skills/1kalin/afrexai-warehouse-ops",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T00:45:39.800Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-warehouse-ops/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-warehouse-ops/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-15T00:45:39.800Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-warehouse-ops/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-warehouse-ops/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]

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