Use this skill whenever a user wants to evaluate a project submission, score a product idea, audit an AI product concept, or get structured feedback on whether a product is ready for stakeholder review. Triggers include: "evaluate my project", "score my product idea", "review my submission", "is my project ready", "evaluate this product concept", "project evaluation", "check my product", or when a user shares a product name, persona, MOAT, or description and asks for a readiness assessment.
Use this skill whenever a user wants to write a Substack newsletter article, create AI/tech newsletter content, or produce long-form thought leadership. Triggers include: "write a substack article", "substack writer", "newsletter skill", "write a newsletter post", "create a substack", "draft a newsletter article", "write an AI newsletter", or when a user asks for a long-form article on a trending AI or tech topic. This skill does end-to-end research → topic selection → angle selection → style learning → article writing → PDF export.
Use this skill whenever a user wants to build a personalized, advanced strategy to land an AI role (AI PM, AI Engineer, AI Product, ML, Data Science, AI Strategy roles, etc.). Triggers include: "help me get an AI job", "I want to break into AI", "create my job strategy", "how do I get an AI PM role", "help me plan my AI career", "what's my path to AI", "review my AI job plan", "I want to transition into AI", or any request to build a structured career plan for AI roles. Also trigger when someone shares their CV, LinkedIn, or background and asks for AI career guidance. This skill walks users through a deep, section-by-section strategy workshop using interactive questions — use it proactively for any AI career planning conversation.
Use this skill whenever a user asks about market research, competitive analysis, competitive landscape, market sizing, industry trends, pricing intelligence, go-to-market strategy, competitor features, market entry, or any strategic market intelligence. Triggers include: "who are our competitors", "what's the market size for X", "what are competitors charging", "should we enter this market", "what are the latest trends in X", "how do we compare to [competitor]", "what features do competitors have", "what's the TAM for X", "analyze the competitive landscape", "what partnerships exist in this space", or any question a Product Manager would ask about their market. Also trigger when users share a product category, industry, or company name and ask for strategic insights. Use this proactively — if the question is about a market, a competitor, or a product category, this skill applies.
Use this skill whenever a user wants to review a PRD, audit a product spec, run a PRD quality check, or get structured feedback on a product requirements document. Triggers include: "review this PRD", "check my PRD", "audit this spec", "is my PRD good", "PRD review checklist", "give feedback on my product doc", or when a user pastes a PRD and asks for critique.
Use this skill whenever a user asks to write a PRD, create a PRD, draft a PRD, spec out a feature, or create a one-pager. Triggers include: "write a PRD", "create a PRD", "draft a PRD", "PRD for [feature]", "spec out [feature]", "one pager for [feature]", or any request to document a product requirement.
Use this skill whenever a user wants to build, improve, review, or tailor their CV or resume for AI/ML roles including AI PM, AI Engineer, ML Engineer, Data Scientist, AI Strategist, or any AI-adjacent position. Triggers include: "help me write my resume", "review my CV", "update my resume for an AI role", "how do I add AI keywords to my CV", "write my bullet points", "tailor my resume to this job description", "help me highlight my AI experience", "what should I put on my resume", or when a user shares their existing CV or job description and asks for improvements. Also trigger after completing the AI Job Strategy skill — the resume is always the next step. Use proactively whenever resume or CV improvement for AI roles is mentioned, even casually.
Use this skill whenever a user wants to synthesize user research, analyze interview transcripts, extract insights from research findings, or turn raw qualitative data into structured PM insights. Triggers include: "synthesize research", "analyze interviews", "research findings", "interview synthesis", "what do users want", "summarize user feedback", or when a user pastes raw interview notes.