sprint-planning-facilitator

Calculate team capacity and recommend stories for agile sprint planning.

1|Updated Jan 22, 2026

Search Tags:#agile #sprint planning #risk management #scrum #capacity planning #story selection

Ready to run

npx skills add https://github.com/Ethical-AI-Syndicate/skills --skill sprint-planning-facilitator

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: sprint-planning-facilitator
Source: https://github.com/Ethical-AI-Syndicate/skills/tree/main/sprint-planning-facilitator
Command: npx skills add https://github.com/Ethical-AI-Syndicate/skills --skill sprint-planning-facilitator

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill streamlines the sprint planning process, ensuring realistic commitments, clear goals, and proactive risk identification, preventing common pitfalls like overcommitment and unclear objectives.

Core Features & Use Cases

Capacity Analysis: Calculates team capacity considering availability and historical velocity.
Story Recommendation: Suggests stories based on priority, capacity, and dependencies.
Dependency & Risk Mapping: Identifies and visualizes internal and external dependencies and potential risks.
Use Case: A Scrum Master uses this Skill before a sprint planning meeting to get a data-driven capacity estimate, a prioritized list of stories to discuss, and a clear view of potential blockers.

Quick Start

Use the sprint-planning-facilitator skill to generate a sprint plan for the upcoming sprint, considering the team's availability and historical velocity.

Frequently Asked Questions about sprint-planning-facilitator

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

FAQPage Schema

How do I calculate team capacity for agile sprint planning?▼

Sprint planning calculates team capacity by analyzing team availability against historical velocity data, ensuring realistic sprint commitments and preventing overcommitment.

What is the best way to select user stories for a sprint based on dependencies?▼

Story selection for sprints recommends backlog items by mapping internal and external dependencies, prioritizing stories that align with capacity and unblock parallel development workflows.

How does risk management work during scrum sprint planning?▼

Risk management in sprint planning identifies and visualizes potential blockers and dependencies before the sprint starts, producing proactive risk maps to include in the meeting agenda.

Can I use historical velocity data to set realistic sprint goals?▼

Yes, sprint planning integrates historical velocity data with capacity analysis to generate structured sprint goals and data-driven recommendations, ensuring the team commits to achievable workloads.

How do I facilitate a sprint planning meeting with dependency mapping?▼

Facilitate sprint planning by generating a structured meeting agenda that includes capacity estimates, prioritized story recommendations, and visual dependency maps to guide team discussions.

What are the limitations of automated capacity planning for iterative development?▼

Automated capacity planning relies on accurate historical velocity and availability inputs; if backlog refinement is incomplete or availability data is inaccurate, the generated sprint goals may not reflect actual team capacity.