How does the Product Owner skill prioritize tasks?

It uses the Weighted Shortest Job First (WSJF) framework, which calculates priority by dividing the Cost of Delay (user value, time criticality, and risk reduction) by the estimated job size.

What metrics does the skill provide?

It tracks standard DORA metrics including Deployment Frequency, Lead Time for Changes, Mean Time to Recovery (MTTR), and Change Failure Rate, alongside rolling team velocity.

Can this skill track performance across multiple repositories?

Yes, it features cross-project awareness and semantic dependency mapping to identify how changes in one repository might impact others in your organization.

Is the contextd integration required?

No, it is optional. Without contextd, the skill performs stateless analysis of GitHub data. With contextd, it gains cross-session memory to track patterns and decision accuracy over time.

AI Product Owner

Name: AI Product Owner
Author: fyrsmithlabs

byfyrsmithlabs

Collaboration Tools

Manages development flow and project priorities using AI-powered analysis, DORA metrics, and automated GitHub synthesis.

About

The Product Owner skill transforms Claude into a proactive project manager that provides daily standups, intelligent priority recommendations, and cross-project dependency awareness. It moves beyond traditional sprint boundaries by using data-driven frameworks like Weighted Shortest Job First (WSJF) and DORA metrics to analyze GitHub state. Whether you need to identify hidden blockers in PR comments or forecast project completion based on rolling velocity, this skill provides the strategic oversight needed to maintain continuous development flow and high-impact delivery.

Key Features

Semantic dependency detection across multiple repositories and shared components
AI-powered risk scoring based on technical complexity and business impact
Data-driven WSJF prioritization to rank tasks by business value and urgency
0 GitHub stars
Automated daily standups with AI-generated blocker and risk analysis
Real-time DORA metrics tracking including deployment frequency and lead time

Use Cases

Determining the highest-value work items using objective priority frameworks
Running comprehensive daily standups that synthesize cross-project activity
Monitoring team performance and delivery velocity through automated dashboards

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add fyrsmithlabs/marketplace product-owner

For use in Claude.ai and ChatGPT

Download Skill

GitHub