stats

Aggregate vault statistics and knowledge graph metrics into structured health reports.

Updated Feb 3, 2026

Search Tags:#analytics #metrics #reporting #growth #vault #knowledge-graph

Ready to run

npx skills add https://github.com/LopeWale/amplLABS --skill stats-lopewale

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: stats
Source: https://github.com/LopeWale/amplLABS/tree/main/.claude/skill-sources/stats
Command: npx skills add https://github.com/LopeWale/amplLABS --skill stats-lopewale

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Vault operators and data teams need an up-to-date view of system health and knowledge graph activity without manual crunching.

Core Features & Use Cases

Automated metrics collection: automatically compute counts, densities, and growth signals from vault notes and knowledge graph references.
Shareable dashboards: generate concise reports for stakeholders, including health, growth, and lineage metrics.
Use Case: Imagine a vault with 100 notes and multiple MOCs. The skill computes and exports a health snapshot for leadership review.

Quick Start

Run the stats evaluation to generate a current vault health snapshot from your notes.

Frequently Asked Questions about stats

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

FAQPage Schema

How do I calculate vault metrics and knowledge graph health automatically?▼

Vault metrics aggregation reads notes and parses metadata like created dates and backlinks to compute totals, link density, and growth indicators. This automated health snapshot replaces manual data crunching and outputs structured results for leadership review.

What is link density and how does it measure knowledge graph readiness?▼

Link density measures the concentration of backlinks and references across vault notes to gauge knowledge graph readiness. High density indicates a deeply interconnected vault, while sparse linking suggests gaps in lineage and metadata compliance.

How do I generate a growth and lineage report from Obsidian vault notes?▼

Generate a growth and lineage report by running a stats evaluation across the vault to aggregate created dates and backlink references. This computes growth indicators and outputs a structured health snapshot suitable for stakeholder dashboards.

Can I measure vault health and compliance for a vault with multiple MOCs?▼

Yes, you can measure vault health for a vault with multiple MOCs by applying the aggregation across all notes. The evaluation computes compliance, density, and growth data, handling complex MOC structures to produce a comprehensive health snapshot.

What is the best way to turn backlinks and created dates into actionable insights?▼

The best way to turn backlinks and created dates into actionable insights is to parse the metadata and compute link density alongside growth indicators. This transforms raw vault notes into structured metrics for dashboard reporting.

Why does my vault reporting require manual crunching of note counts and references?▼

Vault reporting requires manual crunching when lacking an automated metrics collection tool. By parsing metadata and knowledge graph references automatically, you can compute totals and density directly, eliminating manual calculation errors.