Claude Skills by polar-bear-org

Writes Informational Interview Questions matched to the person's stage, across trends, their path, advice and resources, with website-answerable questions removed, five marked to ask first and a closing question on who else to talk to. Use for "run gnet-informational-interview-questions", "what to ask in an informational interview", "questions for a coffee chat", "what do I ask an alumnus", "questions for a recruiter", "questions for a senior manager", "good networking questions", "beyond wha...

Gives you Introduction Request Points for asking one contact to introduce you to one named person, covering why that person, the small ask and an easy way to say no, with a double opt-in step so the other side agrees first. Use for "run gnet-intro-request", "how do I ask for an introduction", "my contact mentioned someone I want to meet", "ask a lecturer to introduce me", "can you introduce me message", "warm introduction request", "ask a friend to connect me with someone", part of the Claude...

Turns your own LinkedIn data download into a clean Connections List, with the download steps, message counts per person if you include messages, and the gaps to check yourself. Use for "run gnet-linkedin-data-export", "read my LinkedIn connections file", "clean my Connections.csv", "how do I download my LinkedIn data", "who am I connected to on LinkedIn", "count my LinkedIn messages per person", "start from my real connections", part of the Claude Graduate Networking Guide Pack by Polar Bear.

Gives 2 or 3 points for your first message to someone, drawn only from your notes and sourced research, with a length and ask check on the message you write. Use for "run gnet-message-points", "what should I say in my message", "help me write to my old manager", "first message to a contact", "message points", "blank screen", "check my outreach message", "ask for advice message", part of the Claude Graduate Networking Guide Pack by Polar Bear.

Builds a Network Map of the people you know from real life, grouped in circles, with how each could help against your brief and a pass on who you forgot. Use for "run gnet-network-map", "I don't know anyone useful", "map my network", "who do I already know", "networking mind map", "list my contacts by circle", "people I forgot I know", part of the Claude Graduate Networking Guide Pack by Polar Bear.

Drafts your Networking Brief from your CV, naming your target roles, the help you need (advice, a 15-minute conversation, an introduction), what you can offer back and what you will not ask for yet. Use for "run gnet-networking-brief", "I want to network but don't know what for", "what should I ask people for", "help me plan my networking", "who could help me get into this role", "networking goals as a graduate", "turn my CV into a networking plan", part of the Claude Graduate Networking Guid...

Sets up a light private Networking Log with five columns, runs a weekly review that picks your next run of about 10 people, archives closed contacts and reminds you to delete it when your search ends, with UK GDPR questions flagged. Use for "run gnet-networking-log", "networking tracker", "keep track of who I messaged", "networking spreadsheet template", "who replied and what did I promise", "weekly networking review", "contact log for job search", part of the Claude Graduate Networking Guide...

Writes person research notes with a sourced career path, recent public work, shared links and the unknowns, plus one question only that person could answer. Use for "run gnet-person-research", "research this person before I message them", "what should I know about", "I only know their job title", "find something in common with", "prep on this alumnus", "is there a shared link", part of the Claude Graduate Networking Guide Pack by Polar Bear.

Runs a Practice Conversation where Claude plays a stand-in for the contact from your prep sheet, so you rehearse the opening, questions and close, then gives Practice Conversation Notes on what went well and what to change. Use for "run gnet-practice-conversation", "rehearse my coffee chat", "practise an informational interview", "role-play the call", "I am nervous about my first chat", "mock networking call", "pretend to be the alumnus", "practise ending on time", part of the Claude Graduate...

Picks one reason to write per person that is useful to them, why it fits, and what not to ask yet. Use for "run gnet-reason-to-write", "every message I start is an ask", "what do I say to them", "reason to message someone", "how to reach out without asking for a job", "I don't want to sound needy", "reconnect with an old contact", "why would they reply to me", part of the Claude Graduate Networking Guide Pack by Polar Bear.

Runs a Referral Readiness Check on the relationship and the role first, then gives points for asking whether a contact would be comfortable referring you, with an easy no, and says "not yet" plainly when it is. Use for "run gnet-referral-ask", "should I ask for a referral", "how do I ask someone to refer me", "ask a contact for a referral", "is it too early to ask for a referral", "referral request message", "employee referral ask", part of the Claude Graduate Networking Guide Pack by Polar B...

Plans a speculative application email with a named recipient check, points for the subject line, opening, fit to their work with sources, the ask and your availability, and a follow-up date. Use for "run gnet-speculative-approach", "speculative application", "speculative email", "how to ask for a job that is not advertised", "cold email an employer", "email a company that is not hiring", "unadvertised graduate jobs", "who do I send my CV to", part of the Claude Graduate Networking Guide Pack ...

Builds a Target Employer List of 10 to 20 employers against your brief, with graduate routes and dates, a sourced reason each fits, smaller employers included and a dropped list with reasons. Use for "run gnet-target-employer-list", "which employers should I target", "my list is just the big names", "find smaller graduate employers", "employers for my careers fair", "build a list of companies to apply to", "graduate schemes that fit me", part of the Claude Graduate Networking Guide Pack by Po...

Gives you Thank-You Note Points for a message within a day or two of a chat, naming one piece of advice and what you will do with it, with an optional single ask about who else to talk to, for you to write and send. Use for "run gnet-thank-you-note", "thank-you after a coffee chat", "thank someone for their time", "follow up after an informational interview", "what to say after a networking call", "thank an alumnus", "how do I thank them", "thank-you message points", part of the Claude Gradua...

Answers one metric question through a read-only analytics connector or a CSV export as a Usage Data Answer with the query, event definitions, date range, a cleaning log with row counts, charts saved as files and caveats, plus a SQL draft for the data team when the connector cannot answer. Use for "run pmc-analyse-usage-data", "is the feature used", "how many accounts used bulk export", "analyse this CSV", "show your cleaning steps", "is the drop real or a tracking change", "write the SQL for ...

Builds a One-Page Business Case on why change, the best-value option against business as usual, how it is delivered and what it costs and returns, with confirmed figures kept apart from assumptions and a range for every return, as a Claude Doc with a backing spreadsheet. Use for "run pmc-build-business-case", "build a one-page business case for the integrations team", "separate what we know from what we assume", "what does finance need to see to say yes?", "ROI case", "justify the investment"...

Builds a deck in Claude Slides from a finished doc, starting with a deck storyline of action titles you approve, then one claim per slide, numbers checked against the doc, speaker notes, and export to PowerPoint or PDF. Use for "run pmc-build-deck-in-claude-slides", "write the action titles first, then build the deck", "make the deck from the recommendation doc in this chat", "check every number against the doc", "the review is tomorrow", "turn this doc into slides", "ghost deck for the revie...

Breaks the framed question into an Issue Tree of sub-questions that do not overlap and together cover it, each leaf with the data that would answer it and where that data lives. Use for "run pmc-build-issue-tree", "build an issue tree", "break down why activation is flat", "check this tree for overlaps", "what is missing from this tree", "what data answers each branch", "where do we look first", part of the Claude Opus 5.5 for Product Managers Pack by Polar Bear.

Defines the KPIs for a release with one outcome metric, leading and lagging indicators with definitions and owning teams, a baseline, a target, a guardrail per metric and a review date, in a KPI Definition Sheet. Use for "run pmc-define-the-kpis", "define the KPIs for the new onboarding", "which are leading and which are lagging", "pull the baseline from Amplitude", "what does success look like", "success metrics for this launch", "set a guardrail metric", part of the Claude Opus 5.5 for Prod...

Turns the issue tree into a Hypothesis Board with an answer-first guess per branch, what would prove it wrong, the evidence needed and the cheapest test, ranked by importance and evidence. Use for "run pmc-draft-hypotheses", "draft the hypotheses", "first-guess answer for each branch", "what evidence would kill this", "which three should we test first", "riskiest assumption", "discovery has no shape", part of the Claude Opus 5.5 for Product Managers Pack by Polar Bear.

Turns a vague ask into a Problem Frame with one testable question, the decision it feeds and its owner, scope in and out, success criteria, constraints and a deadline. Use for "run pmc-frame-the-problem", "frame the problem", "turn fix onboarding into one question", "what decision is this for", "who owns this decision", "what is out of scope", "a leader asked for an AI strategy", "write a how might we", part of the Claude Opus 5.5 for Product Managers Pack by Polar Bear.

Generates an Option Set of three to five options that differ in kind, with do nothing as option zero, the bet each one makes and what each gives up. Use for "run pmc-generate-options", "give me four genuinely different ways to fix churn in month two", "add the do-nothing option and what it costs", "which option did we not consider?", "widen the options", "we only have one idea", "alternatives to the CEO's plan", part of the Claude Opus 5.5 for Product Managers Pack by Polar Bear.

Builds a Competitor Landscape with a sourced, dated table of each named alternative's offer, target segment, published pricing and recent moves, plus where you differ, what not to copy and an optional weekly watch as a draft-only scheduled task. Use for "run pmc-map-the-competitors", "map the competitors", "competitor landscape with sources", "what did they ship this quarter", "should we copy this feature", "set up a weekly check of their changelogs", "sales says a competitor just launched", ...

Builds a Stakeholder Map by role, showing who decides, who influences and who can block, with each role's interest, constraint, formal decision right and how to involve it before the decision date. Use for "run pmc-map-the-stakeholders", "map the stakeholders", "who decides on the pricing change", "who could block this", "power interest grid", "how should I involve finance", "my sign-off got reopened", part of the Claude Opus 5.5 for Product Managers Pack by Polar Bear.

Builds a Scenario Model with base, upside and downside for each option, the two or three drivers that separate them, every assumption marked, a sensitivity check and the early signals that tell you which scenario you are in, as an editable spreadsheet. Use for "run pmc-model-scenarios", "model base, upside and downside for the usage-based pricing option", "which assumption flips the answer?", "what early signal tells us we are in the downside?", "scenario model", "replace the single forecast ...

Builds a daily Morning Brief as a scheduled task that reads your connectors and lists what needs you, what is blocked, metric moves past your threshold and today's meetings, with a since-date catch-up mode after time off. Use for "run pmc-morning-brief", "brief me every weekday at 8", "what needs me today", "morning brief", "daily briefing from Slack and tickets", "I'm back from a week off, brief me since the 21st", "only flag metric moves over my threshold", "catch me up", part of the Claude...

Plans which Claude connectors to turn on for your product stack, producing a stack map checked against each tool's official directory page, the read and write actions with writes kept off, who enables each one, a setup order and a first-run test per connector. Use for "run pmc-plan-connectors", "what can you connect to", "which write actions should I keep off", "write the request to our admin", "test the analytics connector", "connect Claude to our tools", part of the Claude Opus 5.5 for Prod...

Writes a time-boxed Discovery Workplan where each hypothesis gets a method (data, desk research or calls), an owner role, sources, a due date and a decision checkpoint set before work starts. Use for "run pmc-plan-the-discovery", "plan the discovery", "plan two weeks of discovery", "what can we answer from data we have", "where is the checkpoint", "research plan for these hypotheses", "two weeks between sprints", part of the Claude Opus 5.5 for Product Managers Pack by Polar Bear.

Prepares a one-page Meeting Brief for one meeting from your calendar, docs, tickets and last meeting notes, with the purpose, the decision wanted, what each attending role cares about, open actions and three questions to ask. Use for "run pmc-prep-for-meeting", "prep me for my 2pm with sales leadership", "what did we agree last time and what is still open", "give me three questions to ask", "meeting brief", "I walk into meetings cold", "prepare me for this call", part of the Claude Opus 5.5 f...

Prepares a hard questions sheet for a review, with likely questions grouped by role (finance, engineering, sales, the sponsor), short answers with evidence, the numbers to have ready, and what to say when you do not know. Use for "run pmc-prepare-hard-questions", "what will finance ask about this plan", "give me a 30-second answer to why not build it for the big client", "which numbers must I have ready", "prep me for the roadmap review", "the CEO's pet feature will come up", part of the Clau...

Drafts the Friday Weekly Product Update from tickets moved, things shipped, metric changes and decisions made in chat, with a headline, what changed, at risk, what I need from you, links, and one cut per audience, never sent by Claude. Use for "run pmc-prepare-weekly-update", "draft my weekly update from Linear and Slack", "weekly product update", "Friday status update", "make a short cut for execs and a longer one for the team", "what should be in at risk this week", "status update nobody re...

Builds a clickable prototype from the spec in Claude Design, with two or three layout options and empty, error and loading states, plus a Prototype Test Brief (what it tests, pass line, what it does not prove, gap to production). Use for "run pmc-prototype-in-claude-design", "prototype the flow from the spec", "show two layouts and the error states", "write what this prototype does not prove", "leadership thinks the demo is the product", "gap to production", "prototype test plan", part of the...

Builds a Product Health Read across usage, quality, revenue signals and feedback, each line with its source and date, plus what changed since last quarter and what is still unknown. Use for "run pmc-read-product-health", "health read of the product", "what state is the product in", "what changed since last quarter", "read Amplitude, Jira and Intercom for me", "I am new to this product", "what can't we tell from the data", part of the Claude Opus 5.5 for Product Managers Pack by Polar Bear.

Reads a finished A/B test into an Experiment Readout with the hypothesis, a sample ratio check, the primary metric with its interval, guardrails, exploratory segments and a ship, iterate or stop call against the rule set before launch. Use for "run pmc-read-the-experiment", "read the results of the pricing page test", "check the sample ratio before anything else", "ship, iterate or stop", "is this test significant", "everyone reads the dashboard differently", "A/B test readout", part of the C...

Red-teams a plan into a Red Team Review with the strongest case against it, a pre-mortem failure story, the counter-evidence already on file, three questions a sceptical exec will ask and a list of what to change now. Use for "run pmc-red-team-the-plan", "argue against this plan as hard as you can", "it is a year from now and this failed. Why?", "what should I change before the review?", "pre-mortem", "poke holes in this", "devil's advocate on the plan", part of the Claude Opus 5.5 for Produc...

Plans and records a meeting built around one decision, producing the agenda with DACI roles and the pre-read, the way disagreement is recorded, and a decision record drafted in Claude Docs for you to send after. Use for "run pmc-run-decision-meeting", "plan a 45-minute meeting to decide on the pricing change", "who is the approver and who is only informed", "write the decision record from these notes", "meetings end with let's take this offline", "set up a DACI", part of the Claude Opus 5.5 f...

Writes a research brief (question, the decision it feeds, sources allowed and banned, date window) for Claude Research, then turns the cited report into a Deep Research Report with a confidence note per finding, single-source and vendor claims flagged and a still-unknown list. Use for "run pmc-run-deep-research", "deep research", "research this and cite everything", "market read by Thursday", "which findings have only one source", "what is still unknown after this", "how do teams buy this", p...

Specifies a Claude scheduled task that only drafts, producing a routine spec (self-contained prompt, cadence, connectors kept and removed, draft-only rule, where output lands, stop rule) and a first-run review list. Use for "run pmc-schedule-a-routine", "schedule my weekly update draft", "which connectors should this routine not have", "review last night's run", "run this every Friday", "make sure it never posts as me", part of the Claude Opus 5.5 for Product Managers Pack by Polar Bear.

Scores the options in an Option Scorecard with weighted criteria agreed before any scoring, every option scored on the same scale with evidence per score, and a sensitivity check on the weights. Use for "run pmc-score-the-options", "score these four options on impact, cost, risk and strategic fit", "agree the weights with me first", "would the winner change if risk weighed double?", "weighted decision matrix", "compare the options fairly", part of the Claude Opus 5.5 for Product Managers Pack...

Builds Needs-Based Segments that group customers by the job they hire the product for and the circumstance they are in, each with a size signal from aggregate data, the current alternative, an underserved check and what it needs from the product, never profiles of individuals. Use for "run pmc-segment-by-needs", "segment our customers by needs", "jobs to be done segments", "what do customers hire the product to do", "which segment is underserved", "check these segments against the call themes...

Sequences approved work into a now, next, later board with a confidence note per item, an order set by cost of delay divided by duration, a "not on the roadmap" list with reasons and a one-screen exec cut. Use for "run pmc-sequence-the-roadmap", "sequence these initiatives into now, next, later", "order them by cost of delay", "write the not on the roadmap list", "everything is priority one", "roadmap without dates", "exec version of the roadmap", part of the Claude Opus 5.5 for Product Manag...

Sets up Claude Code for a product manager with a product folder, a short CLAUDE.md from the context file, read-only settings agreed with an engineer, and a Feature Behaviour Explainer with file references. Use for "run pmc-set-up-claude-code", "set me up in Claude Code with read-only access", "how does the refund rule work in the code", "which edge cases does the import handle", "what does the feature really do", "CLAUDE.md for a PM", "read the repo for me", part of the Claude Opus 5.5 for Pr...

Sets up a Claude project for one product area, producing the project instructions, a knowledge list sorted into load, link and keep out, and five first-week test prompts with what a good answer must contain. Use for "run pmc-set-up-product-project", "set up a Claude project for our product", "which files should go into the project", "write project instructions", "Claude keeps giving generic answers", "one project per product area", "test prompts for the project", part of the Claude Opus 5.5 f...

Builds a Market Sizing Model with a top-down and a bottom-up estimate side by side, every input sourced or labelled as an assumption, a low, base and high range instead of a point, the gap between the methods explained and an editable spreadsheet. Use for "run pmc-size-the-market", "size the market", "how big is this", "TAM SAM SOM", "top-down and bottom-up sizing", "which assumptions move the answer most", "put the model in a spreadsheet I can change", part of the Claude Opus 5.5 for Product...

Synthesises recorded customer calls, pulled through a read-only meeting-notes or research connector, into a Call Synthesis with themes stated as claims, exact quotes linked to each call, contradictions, counts by segment and questions for the next calls. Use for "run pmc-synthesise-customer-calls", "synthesise these calls", "what did customers say about reporting", "themes from our interviews", "show the quotes behind each theme", "where do segments disagree", "turn transcripts into evidence"...

Triages a week of customer feedback from support, chat and research connectors into a Feedback Triage Log with fixed tags, the job behind each request, new against known themes, and reply drafts for a person to send. Use for "run pmc-triage-feedback", "triage this week's feedback", "triage feedback from Intercom and #feedback", "what is new compared with last month", "draft replies for the loudest requests", "sort the feature requests", "feedback is everywhere", part of the Claude Opus 5.5 fo...

Turns a prompt you paste every week into a Claude skill, producing a SKILL.md draft, three test inputs from past work and a before and after comparison against outputs you already approved. Use for "run pmc-turn-task-into-skill", "turn this prompt into a skill", "make a skill for release notes", "test this skill on last month's updates", "why does this skill keep missing", "I paste the same prompt every Friday", part of the Claude Opus 5.5 for Product Managers Pack by Polar Bear.

Closes the week into a Weekly Wrap with done against planned, decision records for the log, open loops with owners, next week's top three, and proposed edits to the product context file and project memory for you to approve. Use for "run pmc-wrap-the-week", "wrap my week", "which decisions from this week should go in the log", "what should change in our context file", "Friday close", "plan next week", "Monday starts from zero", part of the Claude Opus 5.5 for Product Managers Pack by Polar Bear.

Condenses any finished piece of work into a one-page executive summary in Claude Docs, with the point in one line, three supporting points with numbers and sources, and the ask and the risk. Use for "run pmc-write-executive-summary", "turn this doc into a one-page exec summary", "say the point in one sentence", "the exec never reads past page one", "write the summary for leadership", "what will the CFO look for first", "make this readable in two minutes", part of the Claude Opus 5.5 for Produ...

Writes a narrative leadership decision memo in Claude Docs for one decision meeting, covering context, the problem, options considered, the recommendation, what it costs and the open questions, written to be read in silence before discussion. Use for "run pmc-write-leadership-memo", "write a six-page memo for the platform decision", "make it readable in ten minutes of silence", "write the pre-read", "the meeting keeps relitigating the basics", "which questions should the memo answer first", p...