systems-health

Analyze Git, GitHub, and CI data to diagnose development system bottlenecks.

1|1|Updated Feb 25, 2026

Search Tags:#metrics #throughput #bottleneck analysis #cycle time #dev process #systems health

Ready to run

npx skills add https://github.com/teambrilliant/tap-skills --skill systems-health

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: systems-health
Source: https://github.com/teambrilliant/tap-skills/tree/main/skills/systems-health
Command: npx skills add https://github.com/teambrilliant/tap-skills --skill systems-health

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill diagnoses the health of a software development system by measuring its stocks, flows, and feedback loops, identifying bottlenecks and areas for improvement.

Core Features & Use Cases

Data Collection: Gathers metrics from Git, GitHub, and CI/CD pipelines.
Stock Measurement: Assesses the current levels of backlogs, open PRs, and open bugs.
Flow Measurement: Analyzes throughput, cycle time, and review time.
Feedback Loop Assessment: Identifies working and broken self-correcting and amplifying loops.
Diagnosis & Prescription: Provides data-driven diagnoses and suggests the cheapest interventions.
Use Case: Regularly run this Skill to get a quantitative understanding of your development process, pinpointing exactly what's slowing down delivery or impacting quality.

Quick Start

Run the systems-health skill to measure the current development system health.

Frequently Asked Questions about systems-health

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

FAQPage Schema

How do I analyze development process bottlenecks using Git and GitHub metrics?▼

Development bottleneck analysis uses Git and GitHub metrics to measure system stocks, flows, and feedback loops. This Skill gathers data from Git, GitHub, and CI pipelines to identify throughput constraints and provides data-driven diagnoses with actionable prescriptions.

What is the best way to measure software delivery cycle time and throughput?▼

Measuring software delivery cycle time and throughput involves analyzing flow metrics from your development system. This Skill assesses current stock levels of backlogs and open PRs, analyzes review times, and outputs findings to a markdown file for trend analysis.

How do I identify broken feedback loops in my CI/CD pipeline and dev process?▼

Identifying broken feedback loops in a dev process requires assessing self-correcting and amplifying mechanisms within the system. This Skill measures system health by evaluating these loops using data from Git, GitHub, and CI pipelines to pinpoint areas impacting delivery quality.

Does this development system health diagnosis require any external dependencies?▼

Development system health diagnosis has no external dependencies. It directly collects metrics from your existing Git repositories, GitHub data, and CI/CD pipelines to measure stocks, flows, and feedback loops without requiring additional setup or integration packages.

How can I get actionable prescriptions for improving my software development system?▼

Actionable prescriptions for improving a software development system are generated by analyzing quantitative metrics from Git and CI. This Skill diagnoses bottlenecks in your dev process and suggests the cheapest interventions to improve delivery speed and quality.