A sophisticated data analysis tool that extracts carrier performance metrics from spreadsheets to provide industry benchmarking and trend visualization.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install indexquery
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install indexquery using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Carrier Logistics Index Analyzer?
The Carrier Logistics Index Analyzer is a specialized tool designed for logistics operators and carriers to evaluate performance against industry standards. By processing local data files, it calculates a comprehensive logistics score, identifies market positioning through ranking, and highlights performance gaps using a color-coded alert system.
Beyond simple data extraction, this skill integrates with external index definitions to break down complex scores into weighted sub-indicators. It utilizes advanced methodologies like Delta Analysis to pinpoint the root causes of score fluctuations, providing actionable operational advice and direct links to anomaly details for deep-dive troubleshooting.
Carrier Logistics Index Analyzer Use Cases
- Daily monitoring of carrier performance scores against the industry average.
- Visualizing a 7-day rolling trend of logistics indices to identify emerging patterns.
- Identifying specific operational bottlenecks through sub-indicator weight analysis.
- Automated reporting for logistics management with prioritized alerts (Critical, Warning, Info).
How Carrier Logistics Index Analyzer Works
- The user provides a path to a local .xlsx or .csv file containing carrier names and statistical dates.
- The system parses the spreadsheet to extract the specific carrier's total logistics index for the requested date.
- It calculates the industry average across all carriers for that period to determine rankings and performance variance.
- External index definitions are fetched to map the score to specific sub-indicators and their respective weights.
- Delta Method analysis is applied to isolate which sub-indicator most significantly influenced score changes.
- A visual trend report and operational suggestions are generated based on the combined data points.
Carrier Logistics Index Analyzer Setup
To enable this capability within Openclaw Skills, ensure your local environment has access to the spreadsheet files and the necessary network permissions for external index lookups.
# Example: Pointing the agent to your data source
/load-skill carrier_index_analyzer
/set-data-path ./logistics/daily_reports/2026_q2.xlsx
Carrier Logistics Index Analyzer Data Schema & Taxonomy
The skill expects structured data in Excel or CSV format with the following organization:
| Column/Row | Description |
|---|---|
| Header Row | Statistical Dates (e.g., 2026-05-09) |
| Column A | Carrier Names |
| Intersecting Cells | Logistics Index Total Score |
Output Metadata Includes:
- Industry Average: Calculated Mean $(\mu)$ of all carriers.
- Variance Labels: Critical (diff > 5%), Warning (diff > 3%), Info (diff > 1%).
- Trend Data: T-7 day historical data points for curve plotting.
Carrier Logistics Index Analyzer Advanced Features
- Delta Method positioning for precise root cause identification of score volatility.
- Multi-dimensional filtering by carrier, date, and province (defaulting to national).
- Automated operational advice generation based on sub-indicator performance.
- Direct deep-linking to anomaly detail reports for rapid troubleshooting.
SKILL.md
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