Does it require a specific Jira configuration?

It works with standard Jira Cloud instances and requires the Atlassian MCP tool (mcporter) to be authenticated and available in your environment.

How does this skill calculate team velocity?

The skill fetches completed story points or issue counts from the last three closed sprints in Jira to determine a baseline average, then applies a configurable buffer for ceremonies and unplanned work.

What is the WSJF-lite scoring model used for prioritization?

WSJF-lite ranks items by calculating (Business Value + Time Criticality + Risk Reduction) divided by Effort, ensuring the highest value items with the shortest duration are prioritized.

Can this skill modify my Jira issues?

Yes. After you review the generated sprint brief, the skill can move selected items into the upcoming sprint and apply specific labels like 'deferred' to items that didn't make the cut.

PO Sprint Prep

Name: PO Sprint Prep
Author: kingkong0905

bykingkong0905

•

コラボレーションツール

Streamlines Jira sprint planning by analyzing backlog priority, team velocity, and capacity to generate actionable briefs.

The PO Sprint Prep skill acts as an Expert Product Owner to automate the tedious parts of sprint preparation. It fetches real-time data from Jira, calculates historical team velocity over the last three sprints, and applies a WSJF-lite (Weighted Shortest Job First) scoring model to prioritize the backlog. By mapping available capacity against a prioritized stack of stories and bugs, it produces a structured Sprint Planning Brief that includes proposed goals, risk assessments, and a recommended pull list, allowing teams to walk into planning sessions with data-driven confidence.

主な機能

01Historical velocity calculation based on the last 3 closed sprints

02WSJF-lite prioritization scoring (Value, Criticality, Risk, and Effort)

031 GitHub stars

04Automated Jira issue updates for sprint assignment and labeling

05Structured Sprint Planning Brief generation in Markdown

06Automated Jira backlog extraction and status filtering

ユースケース

01Engineering leads identifying blockers and cross-team dependencies before a sprint starts

02Product Owners preparing for bi-weekly sprint planning sessions

03Scrum Masters automating capacity planning and velocity tracking

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add kingkong0905/my-claude-code po-sprint-prep

For use in Claude.ai and ChatGPT

主な機能

01Historical velocity calculation based on the last 3 closed sprints

02WSJF-lite prioritization scoring (Value, Criticality, Risk, and Effort)

031 GitHub stars

04Automated Jira issue updates for sprint assignment and labeling

05Structured Sprint Planning Brief generation in Markdown

06Automated Jira backlog extraction and status filtering

ユースケース

01Engineering leads identifying blockers and cross-team dependencies before a sprint starts

02Product Owners preparing for bi-weekly sprint planning sessions

03Scrum Masters automating capacity planning and velocity tracking

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add kingkong0905/my-claude-code po-sprint-prep

For use in Claude.ai and ChatGPT