skills.rest
haulcommand-max
haulcommand-maxCOMMUNITY
Explore all skills by this author →
GitHub

smart-match-engine

Rank escort operators for broker loads using multi-factor scoring.

Updated Feb 26, 2026
Search Tags:#routing#scoring#logistics#brokerage#matchmaking#escort-operators
One-click install
npx skills add https://github.com/haulcommand-max/haul-command --skill smart-match-engine
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: smart-match-engine
Source: https://github.com/haulcommand-max/haul-command/tree/main/skills/smart_match_engine
Command: npx skills add https://github.com/haulcommand-max/haul-command --skill smart-match-engine

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Matches brokers with the most suitable escort operators based on multi-factor scoring to optimize routing, safety, and cost.

Core Features & Use Cases

  • Multi-factor scoring across corridor proximity, equipment compatibility, availability, reputation, and price.
  • Output includes a ranked operator list, match confidence, and backup candidates for plan B.
  • Use Case: A broker needs to quickly identify top operators for a load along a specific corridor with required equipment.

Quick Start

Rank the top operators for a given load by applying proximity, equipment, availability, reputation, and price.

Frequently Asked Questions about smart-match-engine

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I match brokers with the best escort operators for a specific load?▼

To match brokers with escort operators, evaluate multi-factor scores across corridor proximity, equipment compatibility, availability, reputation, and price to output a ranked list with match confidence and backup candidates.

What factors are used in multi-factor scoring for logistics matchmaking?▼

Multi-factor scoring for logistics matchmaking evaluates corridor proximity, equipment compatibility, availability windows, operator reputation, and price to determine the most suitable escort operator matches for a broker's load.

How do I rank escort operators by proximity and equipment compatibility for corridor routes?▼

Ranking escort operators requires applying multi-factor scoring that weighs corridor proximity and equipment compatibility alongside availability, reputation, and price, outputting a ranked list with match confidence and backups.

Can I get backup escort operator candidates when planning brokerage routes?▼

Yes, brokerage route planning outputs include a ranked operator list with match confidence scores and backup candidates, ensuring you have a plan B if the primary escort operator match falls through.

Does the matchmaking process consider availability windows for escort operators?▼

The matchmaking process explicitly considers availability windows as a core scoring factor, evaluating operator availability alongside proximity, equipment compatibility, reputation, and price to generate ranked matches.

What is the best way to optimize routing, safety, and cost when selecting escort operators?▼

Optimizing routing, safety, and cost is achieved through multi-factor scoring that matches brokers with the most suitable escort operators based on proximity, equipment, availability, reputation, and price.

Related Skills

Explore More Data & Analytics Skills→
haulcommand-maxhaulcommand-max

corridor-demand-scorer

Aggregate load frequency, broker activity, and seasonal volatility into tiered corridor demand classifications.

Community
Intermediate
LazyIsEfficientLazyIsEfficient
15

using-agent-skills

Parse user intent and route tasks via a skill-dispatch matrix.

Official
Intermediate
personamanagmentlayerpersonamanagmentlayer
41

logistics-expert

Optimize supply chain operations with Python, OR-Tools, and scikit-learn.

Official
Advanced
gganbukim1gganbukim1

carrier-relationship-management

Standardize carrier sourcing, vetting, negotiation, and KPI-based performance evaluation.

Community
Advanced