What are the parallelizability categories?

Tasks are categorized as 'ai-parallel' (can be handled independently by agents), 'human-ai' (collaborative development), or 'human-required' (tasks needing significant architectural or security judgment).

How are priority scores calculated?

Priority is determined by a weighted formula factoring in User Impact, Technical Urgency, Dependency Score, and Goal Alignment.

How does Sprint Master define task complexity?

It uses a three-tier system: Low (2-4h), Medium (4-8h), and High (8-16h) based on technical scope, research requirements, and potential impact on the codebase.

Does it support weekend work rules?

Yes, it includes specific logic to ensure 'weekendOk' tasks never block critical path weekday dependencies, preventing bottlenecks in the sprint.

Can this skill route tasks to specific team members?

Yes, it includes a routing catalog for Engineering teams (Swift, Python, TypeScript) and specialized Design Reviewers for UX, UI, and motion design.

Sprint Master

Name: Sprint Master
Author: oh-context-design

byoh-context-design

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협업 도구

Classifies and estimates sprint issues using standardized complexity definitions, parallelizability categories, and team routing logic.

Sprint Master is a specialized utility designed to streamline agile project management by providing a standardized framework for issue classification. It enables Claude to evaluate task complexity, determine if a task can be automated by AI or requires human intervention, and route assignments to the appropriate engineering or design teams. By applying consistent estimation heuristics and priority scoring based on both technical and product lenses, it helps teams maintain a balanced sprint backlog and ensures critical path dependencies are managed effectively without blocking weekday work.

주요 기능

01Structured JSON output for seamless integration with issue trackers like Linear

02Standardized complexity definitions ranging from 2h to 16h

03Priority scoring framework combining engineering and product impact

040 GitHub stars

05Automated routing for Swift, Python, and TypeScript engineering agents

06Parallelizability assessment to identify AI-eligible tasks

사용 사례

01Automatically estimating backlog items during sprint planning sessions

02Enriching issue metadata with required labels, estimates, and acceptance criteria

03Determining which development tasks can be safely delegated to autonomous AI agents

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add oh-context-design/workspace-company-marketplace sprint-master

For use in Claude.ai and ChatGPT

Download Skill