stats

Aggregates key metrics from the live LanceDB database for the Reality Check knowledge base.

38|Updated Jan 20, 2026
One-click install
npx skills add https://github.com/lhl/realitycheck --skill stats
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: stats
Source: https://github.com/lhl/realitycheck/tree/main/integrations/claude/skills/stats
Command: npx skills add https://github.com/lhl/realitycheck --skill stats

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill quickly surfaces real-time statistics about the Reality Check database to help you understand the health and coverage of claims, sources, chains, and predictions.

Core Features & Use Cases

  • Live Overview: Retrieve counts for claims, sources, chains, predictions, and definitions.
  • Domain & Type Breakdown: Analyze distribution by domain (TECH, LABOR, ECON, GOV) and type (Theory, Fact, Hypothesis, Prediction, Assumption).
  • Decision Support: Use stats to prioritize verification, identify gaps, and guide data quality improvements.

Quick Start

Use the stat command to display database statistics. Example: rc-db stats or uv run python scripts/db.py stats

Frequently Asked Questions about stats

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

FAQPage Schema
How do I retrieve live database statistics for claims, sources, and predictions?▼

To retrieve live database statistics for claims, sources, and predictions, run the rc-db stats command or execute the Python script db.py stats to surface real-time metrics from the LanceDB database.

What database statistics are available for tracking claims and domain distributions?▼

Available database statistics for tracking claims include live counts for claims, sources, chains, predictions, and definitions, plus distribution breakdowns by domain and type for data governance and quality control.

Can I use the stats command to analyze domain and type distributions in LanceDB?▼

Yes, you can use the stats command to analyze domain and type distributions in LanceDB, retrieving breakdowns by domain and type to support verification prioritization and data quality improvements.

Do I need a live LanceDB database to check Reality Check knowledge base metrics?▼

Yes, you need a live LanceDB database to check Reality Check knowledge base metrics, as the stats command aggregates real-time statistics by directly querying the active database environment.

What is the best way to surface real-time counts for definitions and chains in a knowledge base?▼

The best way to surface real-time counts for definitions and chains in a knowledge base is using the rc-db stats command, which provides an instant live overview of all tracked metrics.

Why does running the stats command help with data governance and progress tracking?▼

Running the stats command helps with data governance and progress tracking by aggregating key metrics across claims, sources, chains, and predictions, allowing you to identify gaps and guide verification efforts.