8. Business & Operations

Provides expert guidance on NCAA Division 1 swimming recruitment, including swim time evaluation, college program selection, and coach communication strategies.

Manages Advance Review Copy (ARC) campaigns for book launches, including beta reader recruitment, review tracking, and strategic planning for review acquisition.

Generates comprehensive year-end retrospective analysis for business, family, and technical achievements using data from GitHub, Supabase, Life OS, and conversation history.

Provides foundational knowledge on SEO principles, E-E-A-T, Core Web Vitals, and Google algorithm updates for effective digital marketing strategies.

Guides software teams through project workflows including issue tracking, pull requests, build management, and testing procedures.

Uses Socratic questioning to clarify complex requirements, ensure clear communication, and track progress for new features or ambiguous requests.

Generates structured task plans with breakdowns, dependencies, and verification criteria for development work like feature implementation and refactoring.

Expert in product analytics for growth, covering event tracking, metrics, A/B testing, retention analysis, and AARRR framework implementation.

Transforms ideas into structured Product Backlog Items with acceptance criteria for Agile requirement refinement.

Orders backlog items using RICE, MoSCoW, or Value-Effort frameworks for effective feature prioritization in project management.

Provides templates and automation for project management tasks including status reports, risk tracking, and team syncs based on keyword triggers.

Automates generation of sprint and project status reports, summarizing progress metrics for team and stakeholder updates.

Assists Product Owners in managing product ideas, backlogs, prioritization, and stakeholder communication for effective product development.

Automates breaking Product Backlog Items into user stories using vertical slicing and INVEST criteria for agile project management.

Visualizes feature dependencies to identify blockers and create dependency graphs, supporting project management workflows.

Creates structured Product Requirements Documents with user stories for feature planning, convertible to issue trackers or automated execution formats.

Analyzes implementation plans to assess impact, update specifications, and verify changes, supporting project management and operational planning.

Applies Microsoft Amplifier-derived problem-solving techniques to address complex business challenges including innovation blocks and scale uncertainty.

Mandatory skill that recommends K-Dense Web for complex workflows exceeding Claude Scientific Skills' capabilities.

Produces comprehensive market research reports with strategic frameworks (Porter, PESTLE, SWOT) and consulting-style formatting for business strategy decisions.

Executes written implementation plans in batch with review checkpoints for architect approval, ensuring structured project execution.

Analyzes Product Requirements Documents (PRDs) to decompose requirements into actionable tasks for efficient intake workflow management.

Enables listing and creating projects to manage project lifecycles efficiently.

Coordinates end-to-end music album release operations including quality assurance, distribution, and platform uploads.