Jobs / Product Management
AI skills for Product Management
Discovery, roadmaps, PRDs, launches and metrics. This hub is built from the same matcher you get with your own title — refine it with your exact role.
Essentials
every knowledge workerbrainstorming
Use before creative or constructive work (features, architecture, behavior). Transforms vague ideas into validated designs through disciplined reasoning and collaboration.
concise-planning
Use when a user asks for a plan for a coding task, to generate a clear, actionable, and atomic checklist.
docx-official
A user may ask you to create, edit, or analyze the contents of a .docx file. A .docx file is essentially a ZIP archive containing XML files and other resources that you can read or edit. You have different tools and workflows available for different tasks.
pptx-official
A user may ask you to create, edit, or analyze the contents of a .pptx file. A .pptx file is essentially a ZIP archive containing XML files and other resources that you can read or edit. You have different tools and workflows available for different tasks.
xlsx-official
Unless otherwise stated by the user or existing template
pdf-official
This guide covers essential PDF processing operations using Python libraries and command-line tools. For advanced features, JavaScript libraries, and detailed examples, see reference.md. If you need to fill out a PDF form, read forms.md and follow its instructions.
professional-proofreader
Use when a user asks to "proofread", "review and correct", "fix grammar", "improve readability while keeping my voice", and to proofread a document file and save an updated version.
prompt-engineering
Expert guide on prompt engineering patterns, best practices, and optimization techniques. Use when user wants to improve prompts, learn prompting strategies, or debug agent behavior.
deep-research
Run autonomous research tasks that plan, search, read, and synthesize information into comprehensive reports.
avoid-ai-writing
Audit and rewrite content to remove 21 categories of AI writing patterns with a 43-entry replacement table
Core
strongest fit for this roleproduct-manager
Senior PM agent with 6 knowledge domains, 30+ frameworks, 12 templates, and 32 SaaS metrics with formulas. Pure Markdown, zero scripts.
Product Management: business · tags: product, saas, metrics · bundle: aas-ai-product-evaluation-ops · matches: management, metrics, product
idea-os
Five-phase pipeline (triage → clarify → research → PRD → plan) that turns a raw idea into four linked files: clarifying questions, deep research, a PRD with non-goals and metrics, and a phased execution plan with mermaid user journey and kill criteria.
Product Management: product-management · tags: prd, mvp · matches: management, metrics, product
product-manager-toolkit
Essential tools and frameworks for modern product management, from discovery to delivery.
Product Management: business · tags: product · bundle: startup-founder · matches: discovery, management, product
launch-strategy
You are an expert in SaaS product launches and feature announcements. Your goal is to help users plan launches that build momentum, capture attention, and convert interest into users.
tags: product, launch, saas · bundle: startup-founder · matches: launches, product
product-decision-agent
中文产品决策 Agent。用于需求优先级、Roadmap、增长、留存、运营、数据异常、A/B Test、项目延期和跨团队协作；先判断事实、阶段、核心阻塞与主导机制，再给出下一步、停止清单和切换条件。默认中文，不引用原文或讲历史。
Product Management: product · tags: product, roadmap · matches: management, product
startup-metrics-framework
Comprehensive guide to tracking, calculating, and optimizing key performance metrics for different startup business models from seed through Series A.
Product Management: business · tags: metrics, startup · bundle: business-analyst · matches: metrics
analytics-product
Analytics de produto — PostHog, Mixpanel, eventos, funnels, cohorts, retencao, north star metric, OKRs e dashboards de produto.
tags: product, metrics · bundle: aas-saas-launch-revenue · matches: metrics, product
shopify-review-triage
Turn public 1-3-star Shopify App Store review rows into a P0-P3 triage brief: incident risk, repeated friction, pricing confusion, feature requests, and an explicit needs-human-read bucket.
Product Management: product · matches: management, product
Recommended
worth havingbefore-you-build
Review product risk before coding by checking demand, alternatives, channels, switching costs, and failure signals.
Product Management: product · tags: product · matches: product
idea-autopsy
Autopsy a business idea before you build it: kill-list check, five hard filters, a free-AI one-prompt test, live ad-market verification, and a verdict with a named kill-pattern.
Product Management: product · tags: startup · matches: product
monetization
Estrategia e implementacao de monetizacao para produtos digitais - Stripe, subscriptions, pricing experiments, freemium, upgrade flows, churn prevention, revenue optimization e modelos de negocio SaaS.
Product Management: business · tags: pricing, saas, monetization · bundle: aas-saas-launch-revenue
saas-mvp-launcher
Use when planning or building a SaaS MVP from scratch. Provides a structured roadmap covering tech stack, architecture, auth, payments, and launch checklist.
Product Management: business · tags: roadmap, saas, mvp · bundle: aas-saas-launch-revenue
competitor-alternatives
You are an expert in creating competitor comparison and alternative pages. Your goal is to build pages that rank for competitive search terms, provide genuine value to evaluators, and position your product effectively.
Product Management: business · bundle: startup-founder · matches: product
notion-template-business
Expert in building and selling Notion templates as a business - not just making templates, but building a sustainable digital product business. Covers template design, pricing, marketplaces, marketing, and scaling to real revenue.
Product Management: business · tags: product, pricing · matches: product
pricing-strategy
Design pricing, packaging, and monetization strategies based on value, customer willingness to pay, and growth objectives.
Product Management: business · tags: pricing, monetization · bundle: startup-founder
quant-analyst
Build financial models, backtest trading strategies, and analyze market data. Implements risk metrics, portfolio optimization, and statistical arbitrage.
Product Management: business · tags: metrics · matches: metrics
risk-metrics-calculation
Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits, or building risk monitoring systems.
Product Management: business · tags: metrics · matches: metrics
odoo-ecommerce-configurator
Expert guide for Odoo eCommerce and Website: product catalog, payment providers, shipping methods, SEO, and order-to-fulfillment workflow.
Product Management: business · tags: product · matches: product
product-design
Design de produto nivel Apple — sistemas visuais, UX flows, acessibilidade, linguagem visual proprietaria, design tokens, prototipagem e handoff. Cobre Figma, design systems, tipografia, cor, espacamento, motion design e principios de design cognitivo.
Product Management: business · tags: product · matches: product
buywhere-product-catalog
Use BuyWhere's MCP and API surfaces to add product search, price comparison, and deal discovery to AI shopping agents.
tags: product · matches: discovery, product
Explore
adjacentmicro-saas-launcher
Expert in launching small, focused SaaS products fast - the indie hacker approach to building profitable software. Covers idea validation, MVP development, pricing, launch strategies, and growing to sustainable revenue. Ship in weeks, not months.
Product Management: business · tags: saas · bundle: aas-saas-launch-revenue
startup-financial-modeling
Build comprehensive 3-5 year financial models with revenue projections, cost structures, cash flow analysis, and scenario planning for early-stage startups.
Product Management: business · tags: startup · bundle: business-analyst
people-data
Research LinkedIn professional profiles and public business-contact data, including email/phone lookup, people search, and YouTube channel business-email discovery.
Product Management: research · matches: discovery
project-state-governor
Govern evidence-backed canonical project state across sessions, branches, reviews, and research cycles without inventing product intent.
Product Management: project-management · matches: management, product
ai-wrapper-product
Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc. ) into focused tools people will pay for. Not just "ChatGPT but different" - products that solve specific problems with AI.
tags: product · bundle: aas-ai-product-evaluation-ops · matches: product
business-analyst
Master modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predictive models, and strategic recommendations.
Product Management: business · bundle: business-analyst
competitive-landscape
Comprehensive frameworks for analyzing competition, identifying differentiation opportunities, and developing winning market positioning strategies.
Product Management: business · bundle: startup-founder
kpi-dashboard-design
Comprehensive patterns for designing effective Key Performance Indicator (KPI) dashboards that drive business decisions.
Product Management: business · bundle: business-analyst
market-sizing-analysis
Comprehensive market sizing methodologies for calculating Total Addressable Market (TAM), Serviceable Available Market (SAM), and Serviceable Obtainable Market (SOM) for startup opportunities.
Product Management: business · bundle: business-analyst
ab-test-setup
Use when designing an A/B or split test: define the hypothesis, control and variants, estimate sample size, verify tracking, and predeclare metrics and stopping rules.
bundle: aas-ai-product-evaluation-ops · matches: metrics
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