Is there a way to get a shorter summary for social media?

Yes, use the --share flag (e.g., /stats --share) to generate a compact, positive-framed Markdown block optimized for sharing your progress.

Can I customize the folder names it scans?

Yes, the skill reads from an optional ops/derivation-manifest.md file to map your specific vocabulary for notes, inboxes, and maps of content (MOCs).

Does it support large knowledge bases?

The skill is designed to handle various vault sizes, using parallelized bash checks and optimized grep patterns to minimize latency even in vaults with hundreds of files.

How do I trigger the vault statistics?

You can trigger the skill using the /stats command or natural language phrases like 'vault stats', 'show metrics', or 'how big is my vault' within Claude Code.

What is a 'dangling link' in the health report?

A dangling link is a wiki-style link that points to a note title or file that does not yet exist in your directory, indicating a broken or uncreated reference.

Vault Insights & Graph Analytics

Name: Vault Insights & Graph Analytics
Author: LopeWale

byLopeWale

0•

分析と監視

Generates detailed metrics and health reports for digital gardens, knowledge graphs, and documentation repositories.

The stats skill provides a comprehensive overview of your knowledge base by analyzing file counts, link density, and structural integrity. It helps users visualize the growth of their digital vault, identify disconnected 'orphan' notes, and monitor schema compliance. Whether you are managing a personal 'second brain' or a technical documentation repository, this tool makes invisible connections and growth patterns visible through structured reports, trend analysis, and shareable snapshots.

主な機能

01Tracks weekly growth metrics including new notes and link creation

020 GitHub stars

03Identifies orphan notes and dangling (broken) links for better graph health

04Generates compact, shareable Markdown summaries for progress updates

05Calculates link density and average connections per note

06Monitors schema compliance to ensure consistent metadata across files

ユースケース

01Generating 'Build in Public' updates for digital gardens and research logs

02Auditing the structural health and connectivity of a personal knowledge management (PKM) system

03Tracking documentation progress and metadata consistency in large software projects

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add lopewale/ampllabs stats

For use in Claude.ai and ChatGPT