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bodangren
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sprint-planner

Decompose approved product specifications into GitHub issues and milestones.

11|3|Updated Oct 21, 2025
Search Tags:#automation#project management#sprint planning#github issues#task decomposition#gemini cli
One-click install
npx skills add https://github.com/bodangren/git-workflow --skill sprint-planner-bodangren
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: sprint-planner
Source: https://github.com/bodangren/git-workflow/tree/main/.claude/skills/sprint-planner
Command: npx skills add https://github.com/bodangren/git-workflow --skill sprint-planner-bodangren

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires gemini-cli, jq, gh, and includes scripts (resource) components.

What problem does it solve?

This Skill automates the tedious process of breaking down approved product specifications into actionable GitHub issues, ensuring a smooth start to each sprint.

Core Features & Use Cases

  • AI-Powered Decomposition: Leverages the Gemini CLI to intelligently analyze spec documents and generate granular tasks.
  • Automated Issue Creation: Creates GitHub issues, assigns them to a new milestone, and links them to parent epics.
  • Use Case: After a product spec for a new feature is approved, use this skill to automatically generate all the necessary development tasks (e.g., "Implement API endpoint", "Write unit tests", "Update documentation") as GitHub issues for the upcoming sprint.

Quick Start

Use the sprint-planner skill to plan a new sprint by creating issues from an approved spec.

Frequently Asked Questions about sprint-planner

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

FAQPage Schema
How do I automate sprint planning and break down product specs into GitHub issues?▼

You can automate sprint planning by using the sprint-planner to decompose approved product specifications into atomic GitHub issues, creating milestones and linking tasks to parent epics automatically.

What is AI-powered task decomposition for project management?▼

AI-powered task decomposition is the process of analyzing spec documents to generate granular development tasks, which this approach handles by leveraging the Gemini CLI to create actionable items for your sprint.

Do I need the Gemini CLI and gh CLI to automate GitHub issue creation?▼

Yes, automating GitHub issue creation requires the Gemini CLI for intelligent spec analysis and the gh CLI for project management integration, alongside jq for execution.

Can I automatically link generated development tasks to a parent epic in GitHub?▼

Yes, when creating issues from an approved spec, the automation assigns them to a new milestone and links the generated development tasks directly to their parent epics in GitHub.

What are the limitations of using AI for sprint planning and task decomposition?▼

The primary limitation is its dependency on external tools; execution requires Gemini CLI, gh CLI, and jq, meaning it cannot run standalone and needs an approved product specification as input.

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