product AI Agent Skills
Browse 16 skills related to product
product-frameworks
yonatangrossProduct management frameworks for business cases, market analysis, strategy, prioritization, OKRs/KPIs, personas, requirements, and user research. Use when building ROI projections, competitive analysis, RICE scoring, OKR trees, user personas, PRDs, or usability testing plans.
product-analyst
ydnikolaevDefines Vision, Roadmap, User Stories, and translates them into Technical Specs. Combines "The Why" with "The What".
marketing-strategy-pmm
arielperez82Product marketing, positioning, GTM strategy, and competitive intelligence. Includes ICP definition, April Dunford positioning methodology, launch playbooks, competitive battlecards, and international market entry guides. Use when developing positioning, planning product launches, creating messaging, analyzing competitors, entering new markets, enabling sales, or when user mentions product marketing, positioning, GTM, go-to-market, competitive analysis, market entry, or sales enablement.
agile-product-owner
arielperez82Agile product ownership toolkit for Senior Product Owner including INVEST-compliant user story generation, sprint planning, backlog management, velocity tracking, Example Mapping, Three Amigos, and Definition of Ready. Use for story writing, sprint planning, stakeholder communication, requirements discovery, and agile ceremonies.
ux-researcher-designer
arielperez82UX research and design toolkit for Senior UX Designer/Researcher including data-driven persona generation, journey mapping, usability testing frameworks, and research synthesis. Use for user research, persona creation, journey mapping, and design validation.
senior-prompt-engineer
arielperez82World-class prompt engineering skill for LLM optimization, prompt patterns, structured outputs, and AI product development. Expertise in Claude, GPT-4, prompt design patterns, few-shot learning, chain-of-thought, and AI evaluation. Includes RAG optimization, agent design, and LLM system architecture. Use when building AI products, optimizing LLM performance, designing agentic systems, or implementing advanced prompting techniques.
business-analyst-toolkit
arielperez82Business process analysis, requirements documentation, and workflow optimization for retail, supply chain, and technology organizations
ui-design-system
arielperez82UI design system toolkit for Senior UI Designer including design token generation, component documentation, responsive design calculations, and developer handoff tools. Use for creating design systems, maintaining visual consistency, and facilitating design-dev collaboration.
senior-computer-vision
arielperez82World-class computer vision skill for image/video processing, object detection, segmentation, and visual AI systems. Expertise in PyTorch, OpenCV, YOLO, SAM, diffusion models, and vision transformers. Includes 3D vision, video analysis, real-time processing, and production deployment. Use when building vision AI systems, implementing object detection, training custom vision models, or optimizing inference pipelines.
competitive-analysis
arielperez82Strategic competitive analysis framework for evaluating skills, commands, agents, and product features against external repositories and competitors
prioritization-frameworks
arielperez82Portfolio allocation with NPV-based within-bucket prioritization for comparing features, tech debt, bugs, reliability, and polish on a unified scale. Replaces standalone RICE as the top-level method while preserving RICE within growth/revenue buckets. Use for cross-type prioritization, financial quantification of tech debt, and strategic capacity allocation.
product-manager-toolkit
arielperez82Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, opportunity scoring, and go-to-market strategies. Use for feature prioritization, user research synthesis, requirement documentation, continuous discovery, and product strategy development.
senior-project-manager
arielperez82Senior Project Manager for Software, SaaS, and digital web/mobile applications. Use for strategic planning, portfolio management, stakeholder alignment, risk management, roadmap development, budget oversight, cross-functional team leadership, and executive reporting for software products.
product-strategist
arielperez82Strategic product leadership toolkit for Head of Product including OKR cascade generation, market analysis, vision setting, and team scaling. Use for strategic planning, goal alignment, competitive analysis, and organizational design.
senior-ml-engineer
arielperez82World-class ML engineering skill for productionizing ML models, MLOps, and building scalable ML systems. Expertise in PyTorch, TensorFlow, model deployment, feature stores, model monitoring, and ML infrastructure. Includes LLM integration, fine-tuning, RAG systems, and agentic AI. Use when deploying ML models, building ML platforms, implementing MLOps, or integrating LLMs into production systems.
requirement-study
gyanranjanAnalyze, write, and validate software requirements from any input — conversations, documents, rough notes, or existing specs. Use when someone asks to study requirements, create a PRD, analyze a feature request, extract requirements from a document, or validate completeness of existing requirements. Also triggers on phrases like "what do we need to build", "write me a spec", or "break this down into requirements".