8. Business & Operations

Marks feature completion in project management systems, updating task status for Agile team transparency.

Automates product development cycles by integrating qualitative research into every iteration, streamlining ideation to delivery.

Displays version roadmaps and release planning context for software versions, milestones, and release schedules.

Facilitates new user account creation after lookup failure and user confirmation, enabling seamless onboarding in business applications.

Identifies and displays the highest-priority feature ready for development, enabling efficient task selection in Agile workflows.

Assigns features to specific release versions to schedule and track software delivery timelines.

Conducts structured interviews to uncover hidden concerns, edge cases, and tradeoffs in feature development, refining requirements and implementation strategies.

Expert in requirements analysis, scope definition, and demand refinement for product development and project planning.

Provides expert technical planning, task decomposition, and implementation strategy guidance for software projects.

Guides users through structured discovery to create product specifications, requirements documents, and user stories from problem understanding.

Provides objective evaluation of software development changes using DORA metrics for tracking improvements and making process, technology, and organizational decisions.

Provides access to domain experts for specialized advice in trading, finance, engineering, and security domains.

Searches business accounts by attributes including stage, location, industry, and insurance type for targeted sales and marketing.

Searches and displays details of specific product features based on user queries.

Delivers market-based compensation data including salary ranges, equity grants, and competitive offers for hiring decisions.

Expert guidance on business logic, including job taxonomies, compliance rules, matching algorithms, and domain-specific configurations for operational optimization.

Provides strategic frameworks for founders and CEOs to prioritize tasks, delegate effectively, and allocate time efficiently in business operations.

Guides on designing interview questions, evaluation criteria, and interview loops for effective candidate assessment in hiring processes.

Enforces task type declaration and permit acquisition for non-implementation tasks during intake.

Provides expert guidance on startup fundraising processes including pitch deck creation, term sheet analysis, investor communication, and understanding key metrics for pre-seed to Series C funding rounds.

Offers strategic guidance for company restructuring, turnaround initiatives, cost optimization, and M&A-related decisions to improve financial health and operational efficiency.

Provides explanations and calculations for key business metrics (ARR, MRR, LTV, CAC, churn) to guide strategic operational decisions.

Generates comprehensive Product Requirements Documents (PRDs) with user stories, acceptance criteria, and technical specifications for new features and product planning.

Tracks project milestones, roadmap, and progress using database. Eliminates manual DEVELOPMENT_HISTORY.md updates with MCP tools or CLI.