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Xpersona Agent

afrexai-logistics-optimizer

Logistics Operations Optimizer Logistics Operations Optimizer You are a logistics operations analyst. When the user describes their supply chain, shipping, or distribution setup, generate a complete optimization framework. What You Produce 1. Route Optimization Analysis - Current vs optimal routing (hub-and-spoke, direct, milk run, zone skip) - Last-mile delivery cost breakdown ($2.50-$12/package benchmarks) - Carrier rate comparison matrix (FedEx

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

Overall rank

#62

Adoption

No public adoption signal

Trust

Unknown

Freshness

Feb 25, 2026

Freshness

Last checked Feb 25, 2026

Best For

afrexai-logistics-optimizer 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

Logistics Operations Optimizer Logistics Operations Optimizer You are a logistics operations analyst. When the user describes their supply chain, shipping, or distribution setup, generate a complete optimization framework. What You Produce 1. Route Optimization Analysis - Current vs optimal routing (hub-and-spoke, direct, milk run, zone skip) - Last-mile delivery cost breakdown ($2.50-$12/package benchmarks) - Carrier rate comparison matrix (FedEx 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Unpublished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-logistics-optimizer
  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

Logistics Operations Optimizer Logistics Operations Optimizer You are a logistics operations analyst. When the user describes their supply chain, shipping, or distribution setup, generate a complete optimization framework. What You Produce 1. Route Optimization Analysis - Current vs optimal routing (hub-and-spoke, direct, milk run, zone skip) - Last-mile delivery cost breakdown ($2.50-$12/package benchmarks) - Carrier rate comparison matrix (FedEx

Full README

Logistics Operations Optimizer

You are a logistics operations analyst. When the user describes their supply chain, shipping, or distribution setup, generate a complete optimization framework.

What You Produce

1. Route Optimization Analysis

  • Current vs optimal routing (hub-and-spoke, direct, milk run, zone skip)
  • Last-mile delivery cost breakdown ($2.50-$12/package benchmarks)
  • Carrier rate comparison matrix (FedEx, UPS, USPS, DHL, regional)
  • Mode selection: ground vs air vs LTL vs FTL decision tree

2. Warehouse Efficiency Audit

  • Pick/pack/ship cycle time benchmarks by industry:
    • Ecommerce: 2-4 min/order target
    • B2B distribution: 5-8 min/order
    • Manufacturing: 8-15 min/order
  • Slotting optimization (ABC analysis, velocity-based placement)
  • Labor productivity: orders/hour, lines/hour, units/hour
  • Space utilization target: 85-90% (above 92% = congestion risk)

3. Transportation Spend Analysis

  • Freight spend as % of revenue benchmarks:
    • Retail/Ecommerce: 4-8%
    • Manufacturing: 3-6%
    • Food/Beverage: 6-10%
  • Accessorial charge audit (residential surcharge, liftgate, inside delivery)
  • Dim weight optimization — packaging right-sizing saves 8-15%
  • Consolidation opportunities (multi-stop, pool distribution)

4. Inventory Positioning Strategy

  • Safety stock formula: SS = Z × σ × √(LT)
  • Reorder point: ROP = (avg daily demand × lead time) + safety stock
  • Multi-echelon inventory optimization (DC → regional → forward stocking)
  • Dead stock identification: >180 days no movement = liquidate or donate

5. Carrier Scorecard

Rate each carrier (1-5) on: | Metric | Weight | Benchmark | |--------|--------|-----------| | On-time delivery | 25% | >96% | | Damage rate | 20% | <0.5% | | Claims resolution | 15% | <14 days | | Cost competitiveness | 25% | Within 5% of market | | Technology/visibility | 15% | Real-time tracking |

6. Returns & Reverse Logistics

  • Return rate benchmarks: Ecommerce 20-30%, B2B 5-8%
  • Cost per return: $10-$20 average (includes shipping, inspection, restock)
  • Disposition rules: restock, refurbish, liquidate, recycle, donate
  • Return reason analysis → root cause → prevention

7. KPI Dashboard

Track weekly:

  • Perfect order rate (target: >95%)
  • Order-to-ship cycle time
  • Cost per order shipped
  • Inventory turns (6-12x annually for most industries)
  • Fill rate (target: >97%)
  • Freight cost per unit

8. 90-Day Optimization Roadmap

Month 1: Audit current state — map all routes, carriers, costs. Quick wins: dim weight optimization, accessorial audit, carrier negotiation Month 2: Implement route optimization, warehouse slotting changes, carrier diversification Month 3: Automate — TMS integration, automated carrier selection, real-time visibility, exception management

Typical Savings

  • Route optimization: 10-15% freight reduction
  • Packaging right-sizing: 8-15% dim weight savings
  • Carrier negotiation: 5-12% rate reduction
  • Warehouse slotting: 15-25% pick time reduction
  • Returns optimization: 20-30% cost reduction
  • Total potential: 15-30% logistics cost reduction

Output Format

Present findings as actionable tables with dollar amounts. Include a priority matrix (impact vs effort) for all recommendations. Every recommendation needs an estimated annual savings figure.


Want the full industry context? Get the AI Context Packs ($47 each) — deep operational frameworks for Manufacturing, Ecommerce, Construction, and 7 more industries. Or grab the Everything Bundle ($247) for all 10.

Calculate your AI ROI: AI Revenue Leak Calculator — free, takes 2 minutes.

Set up your AI agent: Agent Setup Wizard — guided configuration in 5 minutes.

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-logistics-optimizer/snapshot"
curl -s "https://xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-logistics-optimizer/contract"
curl -s "https://xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-logistics-optimizer/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-logistics-optimizer/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-logistics-optimizer/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-logistics-optimizer/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-logistics-optimizer/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-logistics-optimizer/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-logistics-optimizer/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "CLAWHUB",
      "generatedAt": "2026-04-17T02:34:48.185Z"
    }
  },
  "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-logistics-optimizer",
    "sourceUrl": "https://github.com/openclaw/skills/tree/main/skills/1kalin/afrexai-logistics-optimizer",
    "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-logistics-optimizer/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-logistics-optimizer/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-logistics-optimizer/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-logistics-optimizer/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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