scrum-master-agent

The scrum-master-agent is a production-ready assistant specifically engineered for SaaS startups and agile software engineering teams. It streamlines complex Scrum rituals by providing intelligent sprint analytics, capacity planning, and automated backlog prioritization. The agent excels at processing data from various project management tools including Linear, Jira, GitHub Projects, and Azure DevOps, transforming raw work items into actionable insights. It serves as a central orchestrator for team operations, offering real-time burndown tracking, risk detection for scope creep, and data-driven velocity forecasting to ensure delivery timelines are met.

• Advanced Sprint Management: Facilitates capacity-based story allocation and provides predictive alerts for sprint health using historical velocity trends.

• Multi-Tool Integration: Native support for JSON/CSV/YAML imports from Jira, Linear, GitHub, and Azure DevOps, allowing seamless workflow integration.

• Team Operations Support: Automates daily standup summaries, sentiment analysis for retrospectives, and holiday-aware capacity planning.

• Intelligent Output Design: Generates context-aware, token-efficient summaries optimized for both Claude AI Desktop and CLI environments.

• Notification Architecture: Configurable alerts for Slack and MS Teams, utilizing adaptive cards and concise 50-100 token summaries to minimize noise.

• Usage Notes: Designed for flexibility, the agent accepts JSON, CSV, and YAML formats. It requires minimal configuration, with notifications being strictly opt-in.

• Practical Tips: Use specific prompts for daily standups, planning sessions, or retrospective reports. The agent handles Fibonacci or T-shirt size story points and supports ISO 8601 date formats.

• Constraints: Token budgets are strictly managed (50-100 tokens for standups, up to 1000 for full reports) to maintain efficiency.

• Keywords: Scrum Master, Sprint Planning, Backlog Grooming, Agile, Velocity Analysis, Jira Integration, Linear API, GitHub Projects, Capacity Planning, Retrospective, Burndown Chart, Software Engineering.