Skill UI

Provides high-level strategic guidance for founders and Chief Data Officers (CDOs) in startups. This skill covers critical decisions such as AI training data rights and consent provenance, selecting optimal data architectures (warehouse, lakehouse, data mesh), valuing customer data as a strategic asset for M&A or fundraising, and planning data team organizational evolution. It focuses exclusively on strategic decision-making, not tactical engineering.

A risk-paranoid, mandatory review process designed to interrogate any plan that touches sensitive customer data, regulatory compliance, or production access. It forces consideration of critical security pillars including STRIDE threat modeling, blast radius quantification, detection mechanisms (MTTD), incident response runbooks, regulatory notification windows, and third-party vendor security posture. Essential before deploying features handling PII, PHI, or before compliance audits (SOC 2, HIPAA, GDPR).

This skill provides a comprehensive, narrative-first review of any marketing plan. It forces strategic alignment by interrogating six crucial areas: Ideal Customer Profile (ICP), Job To Be Done (JTBD), positioning statement, channel mix, CAC payback, and brand defensibility. Use it before major campaigns, repositioning, or when market performance metrics decline.

This tool simulates a YC-style founder interrogation, forcing the user to validate their business idea across six critical dimensions: Problem, Customer, Distribution, Defensibility, Capital, and Founder Fit. Use this before seeking advice, starting a major initiative, or making a strategic pivot to ensure foundational clarity and readiness.

A comprehensive guide for performance marketers covering strategy, optimization, and execution across major ad platforms like Google Ads, Meta, and LinkedIn. Learn best practices for campaign structure, audience targeting (lookalikes, retargeting), ad copy frameworks (PAS, BAB), and optimizing key metrics such as CPA and ROAS to drive efficient customer acquisition and scale ad spend.

A comprehensive guide and workflow to create or update a single, reusable product marketing context document. This tool captures foundational elements—such as positioning, Ideal Customer Profile (ICP), use cases, and core messaging—ensuring brand consistency and preventing the need to repeat core business information across multiple projects and tasks.

This guide serves as an expert resource for designing, optimizing, and measuring viral growth programs, including customer referral and affiliate schemes. It covers everything from identifying ideal trigger moments and selecting the best incentive structure (single-sided vs. double-sided) to setting up comprehensive launch checklists and tracking key metrics like LTV and CAC. Use this to turn existing customers into powerful growth engines.

This skill analyzes how artificial intelligence (AI) is disrupting an industry or specific business unit. It assesses competitive exposure across 10 critical vectors (e.g., labor substitution, data moat, customer interface) and generates a detailed 90-day defensive counterstrike plan. Ideal for due diligence, strategic planning, and anticipating market shifts in AI-driven ecosystems.

An expert guide and framework for finding, qualifying, and scoring potential leads across B2B SaaS, general B2B, and local small businesses. It guides users through defining the Ideal Customer Profile (ICP), sourcing multiple data streams, verifying contacts, and prioritizing targets into an actionable, scored outreach list.

This tool generates comprehensive weekly telemetry reports for the Azure Backup MCP toolset. It queries live production data from Kusto, performing advanced error analysis and classifying failures into three categories: Customer error, Azure Service failure, or MCP Tool Bug. The report correlates usage metrics with merged PRs and releases, producing an Outlook-compatible HTML summary for assessing tool health and stability.

This tool standardizes the process of triaging and responding to customer support tickets, emails, or chats. It analyzes incoming text to identify issue type, product area, and severity, then categorizes the ticket, sets a priority level, drafts an empathetic response, and generates internal action items for efficient handling across platforms like Zendesk or Intercom.

This skill generates a comprehensive, structured churn analysis, moving far beyond simple headline rates. It meticulously separates avoidable vs. unavoidable customer losses, identifies high-risk segments (by tier, cohort, etc.), calculates critical metrics like Net Revenue Retention (NRR), and pinpoints actionable early warning signals. The output culminates in prioritized, data-driven intervention recommendations to improve customer retention.