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…/productfculty-aipm/pm-copilot-by-product-faculty

home/skills/productfculty-aipm/pm-copilot-by-product-faculty

productfculty-aipm/pm-copilot-by-product-faculty

60 skills

$npx skills add productfculty-aipm/pm-copilot-by-product-faculty

SkillInstalls

ab-test-designUse this skill when the user asks to "design an A/B test", "how should I test this", "experiment design", "how do I run an experiment", "test this feature", "set up a split test", "how many users do I—ai-feature-monetizationUse this skill when the user asks specifically about "how to monetize AI features", "should AI be a separate tier", "pricing for AI capabilities", "how to charge for AI", "AI add-on vs. bundle", "AI f—altitude-horizonUse this skill when the user asks about "altitude and horizon framework", "Shreyas Doshi altitude", "working at the right level", "am I too in the weeds", "I'm too tactical", "how do I work at the rig—assumption-mappingUse this skill when the user asks to "map assumptions", "identify assumptions", "what are we assuming", "assumption audit", "what could go wrong with this idea", "test our assumptions", "what do we ne—attitudinal-segmentationUse this skill when the user asks about "attitudinal segmentation", "segmenting by attitude", "AI embracer vs skeptic", "how to segment our users beyond demographics", "psychographic segmentation", "b—audience-tailoringUse this skill when the user asks to "tailor this for different audiences", "write this for an exec vs. engineering", "adapt this message for different stakeholders", "translate this for a non-technic—beachhead-mappingUse this skill when the user asks about "beachhead market", "initial market", "where to start", "narrowing our target market", "first customer segment", "go narrow first", "crossing the chasm strategy—becoming-senior-pmUse this skill when the user asks "how do I become a senior PM", "what does senior PM actually mean", "I want to get promoted to senior", "what's the difference between PM and senior PM", "I've been a—cohort-analysisUse this skill when the user asks about "cohort analysis", "retention cohorts", "how to read cohort data", "analyze my retention", "what does my cohort data say", "cohort retention curves", "D7/D30 re—competitive-positioningUse this skill when the user asks for "competitive analysis", "who are our competitors", "competitive landscape", "how do we compare to X", "competitive positioning", "how do we differentiate", "what'—competitor-battlecardsUse this skill when the user asks for "competitor battlecards", "battlecard for [competitor]", "how do we beat [competitor]", "how do we handle objections about [competitor]", "competitive win/loss", —continuous-interview-synthesisUse this skill when the user asks to "synthesize interview notes", "analyze my user interviews", "what patterns are in my interviews", "help me with continuous discovery", "find the themes in these in—dashboard-structuringUse this skill when the user asks to "design a metrics dashboard", "what should be on my PM dashboard", "structure our analytics dashboard", "what metrics to track", "what should I put on a product da—eng-briefUse this skill when the user asks to "write an engineering brief", "brief the engineering team", "write a technical spec handoff", "summarize this PRD for engineers", "engineering kickoff doc", "write—epic-breakdownUse this skill when the user asks to "break this initiative into epics", "structure this as epics", "how should I organize this work", "help me sequence this initiative", "epic planning", "what are th—error-analysisUse this skill when the user asks to "analyze AI errors", "error analysis for our AI feature", "open coding", "axial coding", "analyze model failures", "categorize AI mistakes", "find patterns in bad —eval-suite-designUse this skill when the user asks to "design an eval suite", "build evals for my AI feature", "create an evaluation framework", "how do I evaluate my AI", "what evals should I run", "build an eval sys—exec-summaryUse this skill when the user asks to "write an exec summary", "summarize this for leadership", "write a summary for the CEO", "board update summary", "executive brief", "leadership update", "write thi—feedback-triageUse this skill when the user asks to "triage feedback", "analyze support tickets", "cluster feedback", "analyze NPS responses", "what are users complaining about", "find pain points in this feedback",—figma-to-prototypeUse this skill when the user has a Figma design and wants to turn it into a working prototype, asks "how do I turn my Figma into a prototype", "Figma to code", "take this design and make it interactiv—founding-pmUse this skill when the user says "I'm the first PM", "founding PM", "I joined a startup as the only PM", "how do I set up PM processes from scratch", "no PM infrastructure exists", "I'm building the —funnel-analysisUse this skill when the user asks to "analyze my funnel", "where are users dropping off", "funnel analysis", "conversion analysis", "activation funnel", "onboarding funnel", "purchase funnel", "what's—gossipUse this skill when the user speaks informally about their product work — voice-to-text style updates, venting about a stakeholder conversation, sharing what happened in a meeting, or saying things li—growth-loopsUse this skill when the user asks about "growth loops", "viral loops", "product-led growth", "PLG", "how does our product grow itself", "referral mechanics", "word of mouth", "how to build growth into—happy-path-scopeUse this skill when the user asks to "scope this to the happy path", "what's the minimum I need to prototype", "help me cut scope for prototyping", "what should I include in the prototype", "how do I —human-eval-designUse this skill when the user asks to "design a human evaluation", "human eval process", "annotation guidelines", "how to set up human review of AI outputs", "how to get humans to evaluate AI quality",—icp-definitionUse this skill when the user asks to "define our ICP", "ideal customer profile", "who is our best customer", "who should we target", "which customers should we focus on", "who buys fastest", "who gets—improvement-flywheelUse this skill when the user asks about "continuous improvement for AI", "AI quality flywheel", "how do we keep improving our AI feature", "closing the eval feedback loop", "systematic AI improvement —journey-mappingUse this skill when the user asks to "create a journey map", "user journey map", "map the user experience", "map the customer journey", "end-to-end user flow", "what does the user experience look like—jtbd-analysisUse this skill when the user asks about "jobs to be done", "JTBD", "what job are users hiring us for", "demand-side thinking", "what progress are users trying to make", "why do users switch to our pro—launch-announcementUse this skill when the user asks to "write a launch announcement", "announce this feature", "write a launch email", "product announcement", "release notes", "launch blog post", "feature announcement —launch-planningUse this skill when the user asks to "plan a launch", "create a launch plan", "how do I launch this feature", "launch checklist", "go-to-market plan for this feature", "launch timeline", "prepare for —llm-as-judgeUse this skill when the user asks to "set up LLM as a judge", "write an LLM judge prompt", "automate quality evaluation", "use Claude to evaluate outputs", "build an automated eval", "LLM-based evalua—memoryUse this skill when the user asks to "update my PM Copilot memory", "save this to my profile", "remember that", "update my context", "update my product context", "save this decision", "add this to my —messaging-hierarchyUse this skill when the user asks to "write our messaging", "create a messaging framework", "what should our tagline be", "value proposition", "messaging hierarchy", "how do we talk about our product"—nlx-designUse this skill when the user asks about "NLX design", "natural language experience", "conversational UX", "how to design an AI interaction", "conversation design", "how the AI should talk to users", "—north-starUse this skill when the user asks about "north star metric", "what should our north star be", "define our north star", "key metric", "one metric that matters", "choosing our success metric", "how do w—north-star-selectionUse this skill when the user asks "which metric should we focus on", "how do I choose between these metrics", "what's the best metric to track", "help me select our primary metric", "our metrics are c—okr-structuringUse this skill when the user asks to "write OKRs", "structure our OKRs", "help with quarterly goals", "OKR review", "are our OKRs good", "how do I write key results", "our objectives and key results",—onboardingUse this skill when the user says "set up PM Copilot", "run onboarding", "I'm new here", "help me get started", "initialize my profile", "set up my context", "configure PM Copilot", or when `memory/us—opportunity-sizingUse this skill when the user asks to "size this opportunity", "how big is this problem", "opportunity sizing", "how many users are affected", "estimate the impact", "what's the ROI", "is this worth bu—opportunity-solution-treeUse this skill when the user asks about "opportunity solution tree", "OST", "Teresa Torres framework", "build my OST", "map opportunities to solutions", "how should we structure our discovery", "conne—persona-developmentUse this skill when the user asks to "create user personas", "develop personas", "write a persona", "define our users", "user profile", "who is our user", "help me define the target user", "create a u—positioning-five-componentUse this skill when the user asks to "apply April Dunford's framework", "five component positioning", "obviously awesome positioning", "dunford positioning", "help me with positioning", "full position—prd-authoringUse this skill when the user asks to "write a PRD", "write a spec", "product requirements document", "generate a PRD", "turn this into a spec", "create product requirements", "write acceptance criteri—pre-mortemUse this skill when the user asks for a "pre-mortem", "failure analysis", "what could go wrong", "risks for this initiative", "stress test this plan", "anticipate failure", "what are we missing", or w—pricing-reviewUse this skill when the user asks to "review our pricing", "help me think through pricing", "should we change our price", "pricing strategy", "how should we price this", "pricing tiers", "is our prici—problem-framingUse this skill when the user asks to "frame a problem", "define the problem", "write a problem statement", "articulate the user problem", "what problem are we solving", "help me think through the prob—product-work-levelsUse this skill when the user is confused about why their execution feels chaotic, when work isn't connecting to outcomes, when they ask "why does everything feel urgent but nothing moves the needle", —prototype-promptUse this skill when the user asks to "generate a prototype prompt", "write a prompt for v0", "create a Bolt prompt", "write a Lovable prompt", "generate a prompt for Cursor", or needs just the prompt —prototype-ready-specUse this skill when the user asks to "create a prototype spec", "write a prompt for v0", "write a vibe-coding prompt", "turn this PRD into a prototype prompt", "create a Bolt prompt", "help me prototy—regression-testingUse this skill when the user asks to "prevent regressions in AI quality", "regression testing for AI", "how do I know if a prompt change broke something", "before/after evaluation for model changes", —risk-escalationUse this skill when the user asks to "escalate a risk", "write a risk escalation", "how do I tell leadership about this problem", "write a blocker update", "how do I escalate this issue", "draft a mes—seven-powersUse this skill when the user asks about "7 powers", "Hamilton Helmer", "competitive moats", "how do we build a moat", "sustainable competitive advantage", "defensibility", "what makes us hard to copy"—solo-to-cpoUse this skill when the user asks about "career path to CPO", "how do I become a CPO", "PM career progression", "path from PM to VP Product", "PM career growth", "how do I grow as a PM", "what does th—sprint-prioritizationUse this skill when the user asks to "prioritize the sprint", "what should we build this sprint", "help me sequence the backlog", "sprint planning", "how to prioritize these items", "what should go fi—sql-generationUse this skill when the user asks to "write a SQL query", "help me query this data", "how do I get this metric from the database", "generate SQL for", "query for retention", "SQL to find churned users—strategy-stackUse this skill when the user asks to "review our strategy", "do we have a coherent strategy", "is our strategy working", "strategic review", "strategy audit", "is our roadmap strategic", "does our str—switch-interviewUse this skill when the user asks to "run a switch interview", "interview someone who switched to us", "interview someone who churned", "understand why users switch", "create interview guide for JTBD"—tam-sizingUse this skill when the user asks about "TAM", "total addressable market", "market size", "how big is this market", "SAM", "SOM", "market sizing", "how large is our opportunity", "market opportunity a—