8. Business & Operations

Guides users through an interactive interview to create or update project specifications, covering requirements gathering, architecture decisions, and task breakdown for new projects or major features.

Provides detailed specification completion status reports to identify blockers and guide next-step planning in project management workflows.

Prioritizes product backlog items based on business value, technical feasibility, and team velocity to maximize impact and strategic alignment.

Generates structured build plans from feature requests, bug reports, or Beads issue IDs for project planning and implementation design.

Moderates peer feedback on engineering specifications to ensure PRD alignment, prevent scope creep, and enforce startup simplicity.

Provides structured DPPM (Discover, Plan, Prototype, Monitor) planning with mandatory documents, impact analysis, and task breakdowns for feature development.

Analyzes business requirements and converts them into detailed technical specifications for system development.

Breaks complex software features into delegatable tasks with clear ownership and dependencies for effective feature planning.

Breaks complex features into delegatable tasks with clear ownership and dependencies for effective feature planning.

Guides users through a structured interview to capture essential project requirements for initializing a new application using the gmacko template, including goals and deployment preferences.

Provides strategic business advice on innovation, product development, and customer research using Jobs to Be Done theory and the Five Skills of Innovators.

Provides strategic guidance for roadmap planning, sprint scheduling, milestone estimation, and capacity allocation in software development projects.

Creates detailed implementation roadmap and milestones from PROJECT_MANIFEST.json for comprehensive project planning.

Manages hierarchical project plans in SQLite with tree-based structures, supporting output in text, JSON, XML, and markdown formats.

Breaks complex features into delegatable tasks with clear ownership and dependencies for efficient feature planning.

Facilitates strategic business discussions with stakeholders to align on direction, needs, and key decisions.

Provides knowledge on the Secured Finance protocol for fixed-rate lending and deposit operations in financial services.

Analyzes project requirements to identify and recommend relevant skills from SkillOS, updating available and missing skill sections for project planning.

Provides comprehensive project status evaluation including architecture health assessment, refactoring planning, and status report generation.

Strategic marketing specialist for B2B SaaS platforms targeting LATAM markets, focusing on audience identification, content creation, and messaging optimization for GabeDA.

Guides teams in planning repository work through structured task organization and milestone setting.

Systematically evaluates curators against standardized scoring criteria to inform strategic partnership decisions and business operations.

Provides structured portfolio health checks including risk assessment, performance analysis, and rebalancing guidance for Lagoon users.

Optimizes asset allocation across stocks, cash, and bonds, performing periodic rebalancing to maintain diversification aligned with market conditions and risk tolerance.