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Taught by Ofer Regev — a PM who ships with AI.

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  • The Map
  • Articles
  • Videos
  • Skills
  • I'm new to AI. Where do I start?
  • I have a product idea. How do I get to an MVP?
  • How do I work with Claude and Claude Code?
  • I'm job hunting or preparing for interviews.
  • Rules, Commands or Skills? A PM's Guide to Picking the Right One
  • Stop Blasting the Same CV: An 8-Step Job Search System You Can Run With Claude
  • You Built a Prototype. Here's What Stands Between It and a Real App
Learn

What would you like to do?

Pick the question that sounds like you. Each one opens the articles, videos and skills that answer it, in an order that makes sense.

  • 01I'm new to AI. Where do I start?↓
  • 02I have a product idea. How do I get to an MVP?↓
  • 03How do I work with Claude and Claude Code?↓
  • 04I'm job hunting or preparing for interviews.↓
  • 05What's new↓

I'm new to AI. Where do I start?

What an LLM actually is, what Claude can do for you at work, and the basics of working with AI as a product person.

Start here, in this order

  • ArticleWhat Is an LLM and How Does It Work?The mental model every PM needs before touching any AI tool
  • VideoAI Product Hub - The basicsLearn the basics of LLMs, what is an agent, what is claude code? How LLMs really work and what do we need to look out from.
  • Article · 4 min readSo You Got Claude at Work. Now What?Everyone wants you to use AI at work. Here's how to actually start, without the overwhelm.

More on this

  • Article · 5 min readRules, Commands or Skills? A PM's Guide to Picking the Right OneRules, commands and skills are all just Markdown files, and most people use the wrong one. Three questions that tell you which to reach for, and two traps that quietly make your AI worse.
  • Article · 6 min readStop Blasting the Same CV: An 8-Step Job Search System You Can Run With ClaudeMost job hunts fail on process, not talent: the same CV everywhere, company research the night before, interview prep rebuilt every round. Eight steps, each one a ready-made Claude skill, with you reviewing every output.
  • Article · 7 min readYou Built a Prototype. Here's What Stands Between It and a Real AppIt runs on your laptop, for you, and everything vanishes on refresh. Every real app needs six things: hosting, auth, a database, storage, backend functions and deployment. Here's how to choose between Vercel + Supabase and Firebase.
Show all →

I have a product idea. How do I get to an MVP?

Go from a raw idea or a pile of customer interviews to a scoped v1, one guided step at a time.

Start here, in this order

  • Idea to MVP

    13 skills

    Take a product idea to a lean MVP PRD, one guided step at a time: users, use cases, alternatives, solutions, scope and validation.

    idea-to-mvppm-intakepm-userspm-use-cases+9 more

    Open collection →

  • Discovery to MVP

    9 skills

    Raw customer interview transcripts to a scoped v1, a cut list and a prototype, with an honest critique at the end.

    discovery-to-mvpinterview-guidetranscript-reconcilepersona-extract+5 more

    Open collection →
  • Article · 4 min readYour AI Summary Is Lying to YouPasting interview transcripts into an LLM gets you themes in three minutes, and it is where most PMs stop. Here is a seven-step discovery pipeline where the AI does the work and the PM makes every call.
  • Article · 7 min readYou Shipped an MVP. Now What? From Idea List to RoadmapA roadmap isn't a wishlist. How to prioritize with RICE, MoSCoW, Now/Next/Later or Kano, how to shrink a risky idea to days, and the 40% test for whether anyone actually needs what you built.
Do this with/idea-to-mvpTake an idea to a lean MVP PRD, one guided step at a time.

How do I work with Claude and Claude Code?

Skills, agents and commands in practice: what to hand to Claude, what to keep, and how to test quickly.

Start here, in this order

  • VideoClaude Code - Skills Comparison - Should we use skills for code or just let Claude manage?
  • VideoAI Products - Learning about skills, agents commands and moreAfter we know the basics, let's learn how agents work, what are markdown files and how does the LLM receives instructions, what are skills, rules and commands and what do we need to lookout for? What are the differences between claude code, cursor and anti gravity
  • VideoClaude Preview - איך זה עוזר לנו בבדיקות זריזות של מה שיצרנו
Do this with/roadmap-prioritizerSee a skill in action: turn a codebase into a prioritised roadmap.

More on this

  • Article · 5 min readRules, Commands or Skills? A PM's Guide to Picking the Right OneRules, commands and skills are all just Markdown files, and most people use the wrong one. Three questions that tell you which to reach for, and two traps that quietly make your AI worse.
  • Article · 4 min readSo You Got Claude at Work. Now What?Everyone wants you to use AI at work. Here's how to actually start, without the overwhelm.
  • VideoClaude Co-Work - How to get started (webinar recording)Webinar recording: how to set up Claude Co-Work so it works like a real PM assistant — your context, your connectors (Drive, ClickUp, Linear) and reusable commands.

I'm job hunting or preparing for interviews.

Research companies, check your fit, tailor your CV and cover letter, and practise the product-sense interview.

Start here, in this order

  • Job Hunter

    9 skills

    Research companies, assess fit, tailor your CV, write cover letters and prepare for interviews, all inside Claude.

    application-packagernotion-connectortarget-company-findercompany-researcher+5 more

    Open collection →

  • Product Sense

    1 skill

    An interactive coach for product-sense PM interviews, built on the frameworks in "Cracking the PM Interview".

    product-sense-interview

    Open collection →
Do this with/application-packagerBuild a complete application package in one guided conversation.

What's new

The latest articles and videos.

  • Article · 5 min readRules, Commands or Skills? A PM's Guide to Picking the Right OneRules, commands and skills are all just Markdown files, and most people use the wrong one. Three questions that tell you which to reach for, and two traps that quietly make your AI worse.
  • Article · 6 min readStop Blasting the Same CV: An 8-Step Job Search System You Can Run With ClaudeMost job hunts fail on process, not talent: the same CV everywhere, company research the night before, interview prep rebuilt every round. Eight steps, each one a ready-made Claude skill, with you reviewing every output.
  • Article · 7 min readYou Built a Prototype. Here's What Stands Between It and a Real AppIt runs on your laptop, for you, and everything vanishes on refresh. Every real app needs six things: hosting, auth, a database, storage, backend functions and deployment. Here's how to choose between Vercel + Supabase and Firebase.
  • Article · 6 min readThe New PM Stack: Brainstorm, Plan, Execute, DesignChat-only tools hit a wall the moment you want to reuse a workflow. Skills plus an agentic IDE give a PM a repeatable loop from idea to working prototype, without leaving the chat.
  • Article · 5 min readGit Without the Fear: The Only 5 Actions a PM NeedsYour team lives in the repo, and so should you. You don't need the terminal or a computer science degree: five actions and a visual editor are enough to review changes and make small fixes yourself.

Browse everything

AllArticlesVideosSkills
TopicsAI BasicsAI for PMsCareerClaudeClaude Co-workClaude Co-WorkClaude CodeClaude SkillsDiscovery to MVPGitIdea to MVPJob HunterPrioritizationProduct BuilderProduct DiscoveryProduct ManagementProduct SenseRoadmapSkillsVibe CodingWebinarWebinar recording
50 resultsNewestA–Z
  • Article · 5 min readRules, Commands or Skills? A PM's Guide to Picking the Right OneRules, commands and skills are all just Markdown files, and most people use the wrong one. Three questions that tell you which to reach for, and two traps that quietly make your AI worse.
  • Article · 6 min readStop Blasting the Same CV: An 8-Step Job Search System You Can Run With ClaudeMost job hunts fail on process, not talent: the same CV everywhere, company research the night before, interview prep rebuilt every round. Eight steps, each one a ready-made Claude skill, with you reviewing every output.
  • Article · 7 min readYou Built a Prototype. Here's What Stands Between It and a Real AppIt runs on your laptop, for you, and everything vanishes on refresh. Every real app needs six things: hosting, auth, a database, storage, backend functions and deployment. Here's how to choose between Vercel + Supabase and Firebase.
  • Article · 6 min readThe New PM Stack: Brainstorm, Plan, Execute, DesignChat-only tools hit a wall the moment you want to reuse a workflow. Skills plus an agentic IDE give a PM a repeatable loop from idea to working prototype, without leaving the chat.
  • Article · 5 min readGit Without the Fear: The Only 5 Actions a PM NeedsYour team lives in the repo, and so should you. You don't need the terminal or a computer science degree: five actions and a visual editor are enough to review changes and make small fixes yourself.
  • Article · 7 min readYou Shipped an MVP. Now What? From Idea List to RoadmapA roadmap isn't a wishlist. How to prioritize with RICE, MoSCoW, Now/Next/Later or Kano, how to shrink a risky idea to days, and the 40% test for whether anyone actually needs what you built.
  • Article · 4 min readYour AI Summary Is Lying to YouPasting interview transcripts into an LLM gets you themes in three minutes, and it is where most PMs stop. Here is a seven-step discovery pipeline where the AI does the work and the PM makes every call.
  • ArticleWhat Is an LLM and How Does It Work?The mental model every PM needs before touching any AI tool
  • VideoHow to nail your next job with Claude Skills (webinar recording)Webinar recording: a set of Claude Skills that run the whole job search with you — company research, an honest fit analysis, a tailored ATS-friendly CV, a targeted cover letter and stage-by-stage interview prep.
  • VideoClaude Preview - איך זה עוזר לנו בבדיקות זריזות של מה שיצרנו
  • VideoClaude Code - Skills Comparison - Should we use skills for code or just let Claude manage?
  • Article · 4 min readSo You Got Claude at Work. Now What?Everyone wants you to use AI at work. Here's how to actually start, without the overwhelm.
  • VideoNext-Level Vibe Coding (webinar recording)Webinar recording: take an AI-built prototype to a real, live app — hosting, auth, database, storage, backend functions and CI/CD, Vercel + Supabase vs Firebase, and MCPs that let Claude run your stack.
  • VideoVibe coding 101 (webinar recording)Hands-on workshop recording: what vibe coding is, how Base44, Lovable and Google AI Studio differ, and how to build with skills in an agentic IDE like Antigravity, Claude Code or Cursor.
  • VideoClaude Co-Work - How to get started (webinar recording)Webinar recording: how to set up Claude Co-Work so it works like a real PM assistant — your context, your connectors (Drive, ClickUp, Linear) and reusable commands.
  • VideoVibe coding 101 - first session, 6 May (webinar recording)Recording of the first Vibe coding 101 session: what vibe coding is, how Base44, Lovable and Google AI Studio differ, and how to build with skills in an agentic IDE like Antigravity, Claude Code or Cursor.
  • VideoAI Products - Learning about skills, agents commands and moreAfter we know the basics, let's learn how agents work, what are markdown files and how does the LLM receives instructions, what are skills, rules and commands and what do we need to lookout for? What are the differences between claude code, cursor and anti gravity
  • VideoAI Product Hub - The basicsLearn the basics of LLMs, what is an agent, what is claude code? How LLMs really work and what do we need to look out from.
  • Skillidea-to-mvpUse when a product manager has a product idea and wants to turn it into an MVP requirements doc — e.g. "I have an idea for…", "help me scope/spec an MVP", "write a PRD for…", "validate this product idea" — or wants to resume a flow (a product/<slug>/00-status.md exists in the workspace).
  • Skillpm-intakeUse when a product manager starts exploring a new product idea that hasn't been scoped yet (no product/<slug>/ folder exists for it), or asks to kick off idea discovery. Step 1 of the idea-to-mvp flow.
  • Skillpm-usersUse when identifying who a product idea is for — user segments, users vs. paying customers, target audience, "who is this for" — or when 01-intake.md exists but users haven't been defined. Step 2 of the idea-to-mvp flow.
  • Skillpm-use-casesUse when defining what target users are trying to accomplish and where it hurts today — use cases, jobs, pain points — before any feature discussion, or when 02-users.md exists but use cases don't. Step 3 of the idea-to-mvp flow.
  • Skillpm-alternativesUse when assessing how target users solve their problem today — competitors, substitutes, manual workarounds — and where those fall short, or when 03-use-cases.md exists and current-market context is needed. Step 4 of the idea-to-mvp flow.
  • Skillpm-solutionsUse when generating and comparing multiple solution directions for validated use cases before committing to one — solution brainstorm, concept exploration — or when use cases exist but no solution has been chosen. Step 5 of the idea-to-mvp flow.
  • Skillpm-mvp-cutUse when deciding what is in and out of an MVP — prioritizing a feature list into must/later/won't, scoping v1, "what's the smallest version" — or when a solution direction exists but scope is undefined. Step 6 of the idea-to-mvp flow.
  • Skillpm-validationUse when defining how to know an MVP worked — success metrics, north star, riskiest assumptions, kill criteria, validation plan — or when MVP scope exists but success is undefined. Step 7 of the idea-to-mvp flow.
  • Skillpm-prdUse when assembling a final lean PRD / MVP requirements doc from completed discovery docs, or when a PM asks to "write the PRD" after idea-to-mvp steps (product/<slug>/ docs 01–07 exist, fully or partly). Step 8 of the idea-to-mvp flow — core steps end here; an optional Lean PMF search (steps 9–11) can follow.
  • Skillpm-lean-canvasUse when mapping out the full business model — channels, revenue, cost, key metrics, unfair advantage — for an idea, or when 08-prd.md exists but no lean canvas yet. Step 9 of the idea-to-mvp flow (Lean PMF search).
  • Skillpm-customer-discoveryUse when designing customer discovery interviews to test problem/customer assumptions, or synthesizing findings from interviews already run, or when 09-lean-canvas.md exists but discovery hasn't started. Step 10 of the idea-to-mvp flow (Lean PMF search).
  • Skillpm-pmf-signalUse when defining how you'll know product-market fit has been reached — PMF survey, retention target, go/no-go threshold — or when 10-customer-discovery.md exists but no PMF signal plan yet. Step 11, final, of the idea-to-mvp flow (Lean PMF search).
  • Skillroadmap-prioritizerTurns an existing codebase into a prioritized roadmap. Reads the project's code and docs to establish a status per feature (shipped, in progress, planned), generates fresh opportunity ideas the code only hints at, gets the user's sign-off on the combined list, then recommends which prioritization model actually fits this situation — RICE, MoSCoW, Now/Next/Later, or Kano — instead of defaulting to one. Runs the chosen model as an interactive conversation in plain language (no jargon or spreadsheets required from the user) and writes a roadmap doc with status and priority per feature, rationale, and a dependency-aware build order.
  • Skilldiscovery-to-mvpTakes the PM through the discovery pipeline one step at a time, from raw customer interview transcripts to a scoped v1, a prototype brief, a built prototype and an honest critique, showing the results of each step and stopping for the PM's decision before the next.
  • Skillinterview-guideWrites a discovery interview guide before customer or stakeholder calls — learning goals, the riskiest assumption behind each, and event-anchored questions per persona, plus recording setup that makes later synthesis reliable.
  • Skilltranscript-reconcileCleans and merges one or two auto-generated transcripts of the same call into a single trustworthy transcript with correct speaker attribution, glossary fixes, numbered turn IDs and a log of every judgment call. Use before any interview synthesis, when transcripts come from Zoom, Meet, Otter, Granola or similar, when speaker labels look wrong, when two transcripts of one call disagree, or when a transcript needs translating.
  • Skillpersona-extractPulls one persona's evidence out of a merged interview transcript — pains with verbatim quotes and severity, workarounds, numbers, prompted vs unprompted signals, stated vs revealed gaps, what must not change, and conspicuous silences — every line tied to a turn ID. Use after transcripts are cleaned, when someone asks what a customer or stakeholder "really said", or before comparing personas.
  • Skillpersona-collideCompares two or more persona extracts to find where people want opposite things, tell different stories about the same event, or both assume someone else owns a step — including a workflow map with an owner for every step and a list of what nobody mentioned.
  • Skillproblem-framingTurns discovery evidence into a solution-free problem statement under 80 words, compares it with how the original brief framed the problem, offers rejected alternative framings with reasons, and defines what "solved" would look like per persona. Use after synthesizing interviews and before scoping, or when someone asks "what problem are we actually solving" or suspects the brief asked for the wrong thing.
  • Skillmvp-scope-cutlistScopes a v1 from a framed problem and discovery evidence — what v1 does, what it explicitly doesn't, a cut list where every cut has a reason, a cost and a revisit trigger, and an adoption plan for getting busy users off their current channel. Invites and handles the PM's pushback.
  • Skillprototype-briefRanks a v1's assumptions by risk and testability, picks the single riskiest one a prototype can test, and writes a build-ready prototype brief — one flow, realistic mock data drawn from the interviews, what's real vs faked, success criteria, a user test script and a paste-ready build prompt. Use after scoping and before building, or when someone asks "what should we prototype first".
  • Skillprototype-build-critiqueBuilds the single-flow prototype described in a prototype brief and then critiques the proposal and prototype as a skeptical head of product — is the "why" clear for the customer and the business, does the prototype test the assumption, which sentences sound AI-written, and what to cut.
  • Skillapplication-packagerBuilds a complete job application package in one guided conversation: company research, fit analysis, tailored CV, cover letter, and stage prep doc.
  • Skillnotion-connectorSets up or locates a job-search tracker structure — three trackers for applications, target companies, and networking contacts — either in the user's Notion workspace or as local files on their machine.
  • Skilltarget-company-finderResearches and maintains a ranked list of target companies in the user's job tracker (Notion or local files).
  • Skillcompany-researcherConducts deep company research for job seekers preparing for applications or interviews.
  • Skillfit-analyzerProvides an honest fit assessment between a candidate's CV and a job description.
  • Skillcv-builderConducts a friendly conversational interview to build a complete ATS-optimized CV from scratch.
  • Skillcv-tailorTailors and rewrites a candidate's CV for a specific job role, reordering and reframing content to surface JD keywords without inventing anything.
  • Skillcover-letter-writerWrites a targeted, specific cover letter for a job application using company research and fit analysis.
  • Skillinterview-prepCreates stage-specific interview preparation documents for job seekers at any stage of the hiring process.
  • Skillproduct-sense-interviewInteractive product-sense / product-design PM interview coach built strictly on the frameworks in "Cracking the PM Interview" (McDowell & Bavaro).