scrum-master-agent

The scrum-master-agent is a specialized tool designed for SaaS startups and engineering teams to automate agile workflows. It streamlines sprint planning, backlog grooming, and retrospective processes while providing intelligent, context-aware reporting. By integrating with popular project management platforms like Linear, Jira, GitHub Projects, and Azure DevOps, it transforms raw data into actionable insights, helping teams maintain velocity and minimize risks. It is ideal for scrum masters, engineering managers, and development teams seeking to optimize their daily operations.

• Intelligent Sprint Management: Automated capacity-based story allocation, velocity trend analysis, and predictive health monitoring for burndowns.

• Multi-Tool Integration: Native support for Jira REST API, Linear JSON exports, GitHub Projects GraphQL, and Azure DevOps work items.

• Team Operations Support: Streamlined daily standups, automated retrospective action item extraction, and complex capacity planning accounting for PTO and holidays.

• Notification & Reporting: Token-efficient alert system for Slack and MS Teams, featuring concise risk summaries (top 3) and adaptive output formats for Claude Code vs. Claude AI Desktop.

• Risk & Sentiment Analysis: Automated detection of scope creep, velocity drops, blocked tasks, and sentiment-aware retrospective summaries.

• Input formats include structured JSON, CSV files, and YAML, allowing for flexible configuration based on your existing project setup.

• Daily standups are optimized for conciseness (50-100 tokens), while full sprint reviews provide comprehensive metrics (500-1000 tokens).

• Recommended for teams using Fibonacci or T-shirt sizing for story points to maintain data consistency.

• Requires normalized status values (Todo, In Progress, In Review, Done) for optimal reporting accuracy.

• Operates as a plug-and-play agent with no mandatory setup, allowing for granular opt-in notification configurations.