Productfculty-aipm/PM-Copilot-by-Product-Faculty
Skill Claude CodeCodex
Use 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 system", or wants to create a systematic evaluation framework for an AI-powered product feature. Typically run after…
Productfculty-aipm/PM-Copilot-by-Product-Faculty
Skill Claude CodeCodex
Use 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 this for C-level", or needs to communicate a complex situation, decision, or initiative status to senior leadership in a…
Productfculty-aipm/PM-Copilot-by-Product-Faculty
Skill Claude CodeCodex
Use 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", "synthesize this customer feedback", or pastes a batch of raw feedback, tickets, or interview notes. This skill is for…
Productfculty-aipm/PM-Copilot-by-Product-Faculty
Skill Claude CodeCodex
Use 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 interactive", or wants to use AI coding tools to implement a design that already exists in Figma.
Productfculty-aipm/PM-Copilot-by-Product-Faculty
Skill Claude CodeCodex
Use 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 PM function", "what should a first PM do in 90 days", or is navigating the unique challenges of being an early-stage PM…
Productfculty-aipm/PM-Copilot-by-Product-Faculty
Skill Claude CodeCodex
Use 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 my conversion rate", or has funnel data showing step-by-step drop-off rates and wants to diagnose where to focus.
Productfculty-aipm/PM-Copilot-by-Product-Faculty
Skill Claude CodeCodex
Use 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 like "you won't believe what just happened", "quick update", "just got off a call", "heads up", "FYI", "thought you…
Productfculty-aipm/PM-Copilot-by-Product-Faculty
Skill Claude CodeCodex
Use 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 the product", "organic growth", or wants to identify and design the mechanisms through which the product acquires more…
Productfculty-aipm/PM-Copilot-by-Product-Faculty
Skill Claude CodeCodex
Use 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 decide what to prototype", or needs help deciding which parts of a feature to include in a prototype vs. which to…
Productfculty-aipm/PM-Copilot-by-Product-Faculty
Skill Claude CodeCodex
Use 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", "build a labeling process", "create annotation criteria", or wants to set up a structured process for humans to…
Productfculty-aipm/PM-Copilot-by-Product-Faculty
Skill Claude CodeCodex
Use 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 the most value", "find our ICP", or wants to identify the specific type of customer most likely to buy, succeed, and…
Productfculty-aipm/PM-Copilot-by-Product-Faculty
Skill Claude CodeCodex
Use 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 process", or wants to build a repeating process that continuously improves AI product quality over time rather than…
Productfculty-aipm/PM-Copilot-by-Product-Faculty
Skill Claude CodeCodex
Use 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", "map the onboarding journey", or wants to visualize the full sequence of steps a user goes through to accomplish a…
Productfculty-aipm/PM-Copilot-by-Product-Faculty
Skill Claude CodeCodex
Use 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 product", "what are users really trying to accomplish", "forces of progress", "push pull analysis", or wants to understand…
Productfculty-aipm/PM-Copilot-by-Product-Faculty
Skill Claude CodeCodex
Use 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 to customers", "write the Slack announcement for this launch", or is preparing to communicate a new feature or product…
Productfculty-aipm/PM-Copilot-by-Product-Faculty
Skill Claude CodeCodex
Use 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 launch", or needs a structured plan for taking a feature or product from "ready to ship" to "in users' hands with…