stats

Name: stats
Availability: InStock
Author: swarm-ai-safety

Gather and display SWARM knowledge vault metrics and pipeline statuses.

4|Updated Feb 16, 2026

Search Tags:#metrics #pipeline #vault #stats #claims #experiments

Ready to run

npx skills add https://github.com/swarm-ai-safety/swarm-artifacts --skill stats-swarm-ai-safety

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: stats
Source: https://github.com/swarm-ai-safety/swarm-artifacts/tree/main/.claude/skills/stats
Command: npx skills add https://github.com/swarm-ai-safety/swarm-artifacts --skill stats-swarm-ai-safety

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill provides a quick and easy way to understand the current state and contents of the SWARM knowledge vault, helping users gauge progress and identify areas needing attention.

Core Features & Use Cases

Vault Metrics Overview: Get counts for claims (by confidence), experiment notes, failure patterns, governance mechanisms, sweep series, and raw runs.
Pipeline Status: Check the number of pending observations and tensions in the processing pipeline.
Use Case: A project manager can use this Skill at the start of the day to get a snapshot of the vault's health and the status of ongoing analysis tasks.

Quick Start

Ask for the vault statistics.

Frequently Asked Questions about stats

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

FAQPage Schema

How do I check vault metrics for a SWARM multi-agent simulation?▼

Vault metrics for a SWARM multi-agent simulation are gathered by reporting claim counts by confidence level, experiment notes, failure patterns, governance mechanisms, sweep series, and raw runs. This provides a quick snapshot of your simulation artifacts' health and progress.

What is the best way to track pending observations and tensions in a processing pipeline?▼

Tracking pending observations and tensions in a processing pipeline requires checking the pipeline status within your knowledge vault. This skill reports the exact number of pending tasks in both the observation and tension processing pipelines to identify areas needing attention.

Can I get a quick snapshot of claim counts categorized by confidence level?▼

Yes, getting a snapshot of claim counts categorized by confidence level is supported. The vault metrics overview specifically breaks down claims by confidence alongside other key simulation artifacts like experiment notes and failure patterns.

Does the stats skill require any dependencies to monitor experiment runs?▼

No dependencies are required to monitor experiment runs. The skill operates independently to gather and display raw experiment runs, sweep series, and governance mechanisms from the SWARM knowledge vault without external packages.

When do I need to monitor the health and completeness of multi-agent simulation artifacts?▼

Monitoring the health and completeness of multi-agent simulation artifacts is needed when you want to gauge project progress and identify areas needing attention. It is especially useful for project managers requiring a daily snapshot of vault contents and pipeline status.