Productfculty-aipm

Productfculty-aipm/PM-Copilot-by-Product-Faculty

Command

Structure OKRs — define objectives, write measurable key results, align to strategy, stress-test for quality, and cascade across teams.

Productfculty-aipm/PM-Copilot-by-Product-Faculty

Command

Set up your metrics framework — North Star selection, funnel definition, dashboard structuring, and A/B test design for your key bets.

Productfculty-aipm/PM-Copilot-by-Product-Faculty

Command

Generate tailored stakeholder updates by audience — pulls live tracker state from Linear/Jira, formats by audience (exec / engineering / customer) using Pyramid Principle.

Productfculty-aipm/PM-Copilot-by-Product-Faculty

Command

Run a full strategic review — competitive positioning, 7 Powers moat assessment, strategy stack audit, and pre-mortem on current bets.

Productfculty-aipm/PM-Copilot-by-Product-Faculty

Command

Synthesize user research into OST opportunity areas — ingests interview transcripts, survey data, or Notion docs; extracts themes, persona signals, and evidence map.

Productfculty-aipm/PM-Copilot-by-Product-Faculty

Command

Triage a batch of user feedback — cluster themes, score by frequency × severity × strategic fit, route top issues to roadmap or experiments.

Productfculty-aipm/PM-Copilot-by-Product-Faculty

Command

Generate your weekly PM digest — pulls roadmap state, open risks, metrics movement, stakeholder actions, and upcoming milestones into one actionable summary.

Productfculty-aipm/PM-Copilot-by-Product-Faculty

Command

Write a complete PRD from an idea — JTBD analysis, user stories, success metrics, and a prototype-ready spec appendix, all wired to your memory.

Productfculty-aipm/PM-Copilot-by-Product-Faculty

Skill Claude CodeCodex

Use 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 need", "statistical significance", "how do I know if this test worked", or wants to design a rigorous experiment to…

Productfculty-aipm/PM-Copilot-by-Product-Faculty

Skill Claude CodeCodex

Use 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 feature pricing strategy", or is adding AI capabilities to an existing product and wants to decide how to monetize them.…

Productfculty-aipm/PM-Copilot-by-Product-Faculty

Skill Claude CodeCodex

Use 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 right altitude", "horizon thinking for PMs", or wants to evaluate whether they're operating at the right level of…

Productfculty-aipm/PM-Copilot-by-Product-Faculty

Skill Claude CodeCodex

Use 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 need to validate", "identify our riskiest assumption", or when reviewing an idea or PRD and wants to surface hidden bets…

Productfculty-aipm/PM-Copilot-by-Product-Faculty

Skill Claude CodeCodex

Use 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", "behavioral segmentation", "how users feel about AI", or wants to go beyond demographic user segments to understand…

Productfculty-aipm/PM-Copilot-by-Product-Faculty

Skill Claude CodeCodex

Use 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-technical audience", "help me communicate this to [specific role]", or has an existing document or message and wants to…

Productfculty-aipm/PM-Copilot-by-Product-Faculty

Skill Claude CodeCodex

Use 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", "wedge strategy", "who to focus on first", or wants to identify the specific niche to own before expanding. Also use…

Productfculty-aipm/PM-Copilot-by-Product-Faculty

Skill Claude CodeCodex

Use 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 PM for 2–3 years and want to grow", "my manager says I need to work more strategically", "I'm stuck at PM level", or…

Productfculty-aipm/PM-Copilot-by-Product-Faculty

Skill Claude CodeCodex

Use 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 retention", "how to improve cohort retention", or has cohort data they want to interpret and act on.

Productfculty-aipm/PM-Copilot-by-Product-Faculty

Skill Claude CodeCodex

Use 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's our competitive advantage", "are we differentiated", or wants to understand the competitive context and define how to…

Productfculty-aipm/PM-Copilot-by-Product-Faculty

Skill Claude CodeCodex

Use 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", "sales competitive guide", "how should sales talk about competitors", or needs a structured competitive comparison for…

Productfculty-aipm/PM-Copilot-by-Product-Faculty

Skill Claude CodeCodex

Use 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 interviews", "what did I learn from these calls", "turn these interview notes into opportunities", or pastes or shares…

Productfculty-aipm/PM-Copilot-by-Product-Faculty

Skill Claude CodeCodex

Use 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 dashboard", "build a metrics framework", or wants to design a coherent set of metrics and dashboard layout that drives…

Productfculty-aipm/PM-Copilot-by-Product-Faculty

Skill Claude CodeCodex

Use 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 a spec for the dev team", "help me communicate this feature to engineering", or needs to translate a product decision…

Productfculty-aipm/PM-Copilot-by-Product-Faculty

Skill Claude CodeCodex

Use 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 the phases of this project", "initiative breakdown", or has a large initiative and wants to decompose it into manageable…

Productfculty-aipm/PM-Copilot-by-Product-Faculty

Skill Claude CodeCodex

Use 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 AI outputs", "what's wrong with our AI", or has a set of bad AI outputs and wants to understand what's failing and why.…