AI Engineering

Scaffold new babysitter process definitions following SDK patterns, proper structure, and best practices. Guides the 3-phase workflow from research to implementation.

Analyzes babysitter process runs in external repositories, producing a retrospective with concrete suggestions for process improvement, effect design, and breakpoint patterns.

Analyze inter-feature dependencies to build topologically sorted, batched dispatch queues for parallel agent execution. Ideal for orchestrating complex multi-agent workflows with concurrency limits.

Parses feature descriptions, images, and screenshots to extract structured requirements, categorize feature type, estimate complexity, and generate acceptance criteria.

Generates comprehensive Product Requirements Documents using Job-to-be-Done framework, includes feature specs, user stories, prioritization, MVP scope, and validation.

Creates comprehensive product briefs by orchestrating market, domain, and technical research using an AI analyst agent. Ideal for product managers and strategists needing structured briefs from research.

A Scrum master AI agent (Bob) that plans implementation sprints by selecting stories from an epic backlog, defining sprint goals, ordering tasks by dependency, and identifying blockers. Use for structured sprint planning in agent-driven development workflows.

Implement user stories with a test-driven development methodology. The agent writes failing tests for acceptance criteria, implements code to pass them, and refactors while maintaining test coverage.

System and API design guidance covering component boundaries, data flow, integration patterns, and scalability considerations.

Examines assignment clauses in German AGB contracts for legal risks, provides a risk traffic light, redline, replacement language, and a court-ready brief. Use for adversarial testing and sharpening clause review.

Adversarial testing of German AGB clauses that delivers redlines, replacement texts, negotiation positions, and court-safe justifications, backed by live checks of official legal sources.

Analysiert Auditrechte-Klauseln in AGB nach BGB, erstellt Risikoampel und Redlining, bietet gerichtsfeste Ersatzformulierungen und bewertet das Prozessrisiko.