8. Business & Operations

Manages social media crises through strategic response planning, reputation protection, and handling negative feedback storms to safeguard brand image.

Generates 6-month content calendars, multi-platform social media strategies, and YouTube optimization plans for content marketing and growth.

Repurposes blog posts, videos, and articles into platform-specific social media content for Twitter, Instagram, and LinkedIn.

Creates data-driven strategies for shoppable social media content to optimize conversion rates and enhance sales channel performance.

Assesses story outlines for market potential, innovation, and content highlights to guide IP adaptation and project decisions.

Provides multi-dimensional scoring for intellectual properties to assess adaptation value, market potential, and innovation attributes for business strategy.

Assesses story outlines for market viability, innovation, and content strength to guide project approvals and IP adaptation decisions.

Analyzes IP value for adaptation, market potential, and innovation attributes of novels and scripts to guide business decisions.

Provides real-time market trend analysis and industry insights via web search, supporting business strategy and competitive case research.

Ensures tasks meet specified requirements before declaration of completion to maintain quality and prevent rework.

Systematically clarifies user requirements, goals, and constraints via structured questioning to eliminate ambiguity before project execution.

Manages implementation phase by delegating engineering tasks and ensuring code quality for development teams.

Monitors software implementation progress against project plans, tracking component delivery and identifying blockers.

Deprecated: Manages project planning via directory structure. Replaced by GitHub issue-based planning (use gh-read-issue-context and gh-post-issue-update).

Enables users to compare flight options, select seats, and complete bookings through an intuitive interface.

Creates phased implementation plans from research findings to guide task execution and project milestones.

Constructs MECE issue trees for strategic problem decomposition, enabling hypothesis-driven analysis and structured business planning.

Coordinates comprehensive app launch preparation including SEO, marketing assets, and promotional content for market entry.

Provides strategic decision frameworks for startup founders to validate choices in fundraising, customer development, and operational planning.

Establishes structured quality gates with pass/fail criteria and escalation paths to enforce workflow adherence and quality standards.

Guides structured evaluation of implementation plans using quality checklists and feedback mechanisms to ensure readiness before execution.

Systematically captures decisions, lessons, and insights from completed work to drive continuous improvement in business operations.

Executes partner-provided implementation plans in controlled batches with critical review and checkpoint reporting for quality assurance.

Framework for evaluating AI vendors, assessing technical capabilities, pricing models, and red flags to support strategic build-vs-buy decisions and due diligence.