8. Business & Operations

Breaks large issues into linked, documented sub-issues to create efficient, manageable work units for project teams.

Manages large-scale work by grouping features into epics, tracking progress, and coordinating with milestones in project management workflows.

Enables structured planning for massive work requests through research spikes, decision documentation, and resumable architecture planning across epics and milestones.

Manages project delivery phases by creating, updating, and tracking milestones, associating issues and epics, and monitoring progress toward completion.

Ensures continuous, real-time updates to GitHub issues throughout the development lifecycle.

Handles incoming work requests by triaging scope, clarifying requirements, and routing to appropriate planning processes.

Mandatory interface for all Jira command-line operations, ensuring allowlisted access to ticket management, sprints, and board queries.

Provides end-to-end product management support: requirements analysis, user personas, feature design, PRD writing, and feasibility assessment.

Reviews project plans for gaps, hidden assumptions, YAGNI violations, and over-engineering using XP methodology.

Facilitates conversational interviews to gather insights about business or project plans upon user request.

Analyzes job offers against candidate profiles to recommend optimal application strategies before applying.

Manages software features and breaking changes through spec-driven task workflows using OpenSpec format.

Generates tailored interview plans using candidate profiles and company research to optimize hiring processes.

Specification-driven task management for software features and breaking changes using OpenSpec format to organize development proposals and project workflows.

Provides expert guidance for structuring and organizing research grant applications to meet requirements of UKRI, EU, and other funding bodies.

Analyzes job descriptions to extract key skills, requirements, and experience for resume matching, interview preparation, and skills gap analysis.

Provides strategic salary negotiation guidance by analyzing offers, conducting market research, and generating optimal counteroffer strategies for the best compensation package.

Generates customized interview questions based on job descriptions, resumes, and company profiles for technical, behavioral, and HR interviews with adjustable difficulty.

Coordinates multi-project sprints with daily planning, progress tracking, and context switching across multiple repositories.

Guides team leads in monitoring, task assignment, and coordination within AI agent swarms for efficient team operations.

Provides strategic frameworks, evaluation criteria, and templates for startup brand naming, including domain and trademark checks.

Provides strategic frameworks and templates for defining, curating, and testing brand values using methodologies like Lencioni's categories and values testing.

Provides strategic frameworks for developing brand messaging architecture, value propositions, and brand pillars using industry-standard methodologies.

Optimizes sponsored content and video marketing scripts using psychological principles including emotional triggers and social proof to boost conversion rates.