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

liquidity-gap-finder

Identify supply-demand gaps across regions, corridors, or equipment classes using live load and operator data.

Updated Feb 26, 2026
Search Tags:#liquidity#operator#supply-demand#demand-forecasting#corridors#regional-analysis
One-click install
npx skills add https://github.com/haulcommand-max/haul-command --skill liquidity-gap-finder
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: liquidity-gap-finder
Source: https://github.com/haulcommand-max/haul-command/tree/main/skills/liquidity_gap_finder
Command: npx skills add https://github.com/haulcommand-max/haul-command --skill liquidity-gap-finder

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Identifies supply-demand gaps across regions, corridors, or equipment classes by analyzing active loads, operator availability, and historical response trends to surface imbalances.

Core Features & Use Cases

  • Detection model metrics: active loads vs operators, response latency, coverage holes, failed matches, and price spikes.
  • Actionable outputs: flag shortage zones, recommend operator recruitment, and trigger AdGrid visibility boosts in shortage areas.
  • Use case: regional planning and equipment-class optimization to balance supply and demand and reduce idle capacity.

Quick Start

Input your region, corridor, or equipment-class data to generate real-time liquidity-gap insights and recommended actions.

Frequently Asked Questions about liquidity-gap-finder

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

FAQPage Schema
How do I identify supply-demand gaps across logistics regions and corridors?▼

To identify supply-demand gaps, you analyze active loads versus operator availability, response latency, coverage holes, failed matches, and price spikes to surface regional imbalances and actionable shortage flags.

What metrics are used to detect liquidity gaps in freight corridors?▼

Liquidity gaps in freight corridors are detected using active loads versus operators, response latency, coverage holes, failed matches, and price spikes to surface imbalances and inform recruitment or pricing strategies.

How do I target equipment-class shortages using regional load and operator data?▼

Targeting equipment-class shortages involves inputting regional load and operator data to detect coverage holes and failed matches, generating actionable flags that recommend operator recruitment or visibility boosts.

Can I use this liquidity gap finder for regional planning without external dependencies?▼

Yes, you can use this liquidity gap finder for regional planning without external dependencies by directly inputting your region, corridor, or equipment-class data to generate real-time gap insights and recommended actions.

What is the best way to trigger visibility boosts in freight shortage zones?▼

The best way to trigger visibility boosts in shortage zones is by analyzing active loads versus operator availability to detect coverage holes, which automatically generates recommended AdGrid visibility boosts for those areas.

Related Skills

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

operator-availability-predictor

Analyze behavioral signals and historical patterns to forecast operator availability windows.

Community
Intermediate
haulcommand-maxhaulcommand-max

corridor-demand-scorer

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

Community
Intermediate
JonathanMitchell1234JonathanMitchell1234

logistics-expert

Optimize delivery routes with OR-Tools and predict demand using scikit-learn.

Community
Advanced
rlagycksrlagycks
3

inventory-demand-planning

Forecast SKU demand and optimize inventory with statistical, causal, and ML methods.

Community
Advanced