stats

Name: stats
Availability: InStock
Author: shakedfb

Compute knowledge graph metrics and vault health insights into a concise report.

Updated Feb 26, 2026

Search Tags:#metrics #growth #vault #health #stats #knowledge-graph

Ready to run

npx skills add https://github.com/shakedfb/deterministic-agentic-sdlc-workflow --skill stats-shakedfb

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: stats
Source: https://github.com/shakedfb/deterministic-agentic-sdlc-workflow/tree/main/.claude/skills/stats
Command: npx skills add https://github.com/shakedfb/deterministic-agentic-sdlc-workflow --skill stats-shakedfb

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Vault metrics can be scattered across multiple logs and notes, making it hard to assess overall health and growth. This Skill consolidates key knowledge graph and vault metrics into a single, digestible view for quick decision-making.

Core Features & Use Cases

Knowledge Graph Metrics: counts of notes and MOCs, link density, and topic coverage to gauge connectivity and semantic breadth.
Health Signals: detection of orphaned notes and broken links, plus schema compliance checks to ensure data quality.
Pipeline & Growth: track processing progress, inbox/workflow state, and weekly content growth to monitor throughput and trends.
System Overview: summarize self-space status, methodology references, pending observations, tensions, and sessions for governance.

Quick Start

Trigger a live metrics snapshot by invoking the stats skill to generate current vault insights.

Frequently Asked Questions about stats

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

FAQPage Schema

How do I check my knowledge graph vault health and growth metrics?▼

To check knowledge graph vault health and growth metrics, trigger a snapshot that aggregates note counts, link density, orphaned notes, broken links, and weekly growth trends into a single digestible report.

What is the best way to track orphaned notes and broken links in a knowledge graph?▼

Tracking orphaned notes and broken links in a knowledge graph is done by generating a health signal snapshot that detects schema compliance issues and isolated nodes to ensure overall data quality.

Can I monitor knowledge graph pipeline states and inbox workflow progress?▼

You can monitor knowledge graph pipeline states and inbox workflow progress by computing a metrics snapshot that tracks processing throughput, pending observations, and weekly content growth trends.

How does a vault health snapshot summarize self-space status and tensions?▼

A vault health snapshot summarizes self-space status and tensions by aggregating methodology references, governance sessions, and pending observations into a concise system overview report.

Do I need any dependencies to compute knowledge graph metrics for daily health checks?▼

You do not need any dependencies to compute knowledge graph metrics for daily health checks, as the snapshot skill operates standalone to aggregate link density, MOC counts, and topic coverage.