samarv
- 237 skills
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- 2 days ago last updated
- ▌ High Agency AI Building · samarvLeverage agentic IDEs to prototype, build, and refactor software. Use this skill when you need to build internal tools without dedicated engineering resources, when a PM wants to ship a functional PR instead of a mockup, or when refactoring complex logic across large codebases.
- ▌ Magic Box Exit Strategy · samarvA methodology for orchestrating a high-value startup acquisition by seducing a buyer through a future-oriented "fantasy" rather than a traditional sales process. Use this when you are 18-24 months from a liquidity event, when a strategic partner shows deep interest in your tech, or when you realize your business may not be "venture scale" but has high strategic value.
- ▌ Pmf Optimization Engine · samarvA systematic, survey-based framework to measure and increase Product-Market Fit (PMF). Use this when a product launch feels stagnant, when determining which user feedback to prioritize, or when planning a roadmap to reach the "40% Very Disappointed" benchmark.
- ▌ Startup Pivot Framework · samarvA tactical framework for identifying when a startup idea is failing and executing a "warm" pivot. Use this when growth has stalled despite multiple experiments, when the current idea is identified as a "tarpit," or when founders have lost conviction in the current direction.
- ▌ Strategy Choice Cascade · samarvA framework for defining a strategy through five integrated choices. Use it when launching a new product, facing a competitive threat, or when current performance falls short of goals.
- ▌ Thermal Team Incubation · samarvA framework for building high-impact, zero-to-one products within large organizations by operating as an autonomous "Thermal" unit. Use this when launching a new initiative that requires high speed, bypassing corporate bureaucracy, or when a project needs to survive multiple leadership changes by proving its own value.
- ▌ Amped Lifecycle Tracking · samarvA framework for measuring product velocity and output quality using standardized stage-gates (P-strat to P2) and binary quality triage. Use this when you need to identify team bottlenecks, align cross-functional teams (Analytics, Marketing, Product, Engineering, Design), or calibrate organizational standards for "what great looks like."
- ▌ Full Stack Builder Model · samarvA framework for collapsing specialized product roles into AI-augmented "Full Stack Builders" to increase velocity and adaptability. Use this when redesigning product team structures, integrating AI agents into the development lifecycle, or shifting from functional silos to high-speed, outcome-oriented pods.
- ▌ High Stakes Speaking Lpm · samarvA data-driven approach to public speaking that uses "Laughs per Minute" (LPM) to maximize audience attention and retention during keynotes, product launches, or company all-hands.
- ▌ Hypothesis Led Alignment · samarvResolve organizational friction and "disagree and commit" scenarios by decomposing high-level mandates into testable assumptions. Use this when you disagree with a leadership directive, when a team is stuck in "vibe-based" decision-making, or when trying to find a "win-win" path for a controversial feature.
- ▌ Jtob Template SEO Engine · samarvA framework for scaling organic growth by mapping high-intent search queries to specific "Jobs-to-be-Done" (JTBD) and delivering immediate value through templates. Use this when your product serves multiple distinct use cases or when you want to transition from generic SEO to a conversion-focused acquisition engine.
- ▌ Logic Design Engineering · samarvTransition from manual code syntax writing to high-level intent specification. Use this when building software with AI-native tools (like Cursor), managing AI-generated codebases, or shifting an engineering team's focus from "how to write" to "what to build."
- ▌ Product Led Sales Bridge · samarvA framework for converting self-serve product usage into high-value enterprise contracts. Use this when your self-serve revenue hits a ceiling, when you need to transition individual users to team-wide adoption, or when sales teams need higher-intent pipeline based on actual product behavior.
- ▌ Product Operations Setup · samarvEstablish a Product Operations function to liberate product managers from operational "busy work" and improve strategic decision-making. Use this when PMs spend >30% of their time on data/logistics, when leadership lacks portfolio transparency, or when scaling past 10-20 product teams.
- ▌ Working Backwards Pr Faq · samarvDefine new products and features by starting with the customer experience instead of technical constraints. Use this when starting a zero-to-one product, deciding which feature to prioritize next, or seeking executive alignment on a complex proposal.
- ▌ AI First Systems Thinking · samarvTransition from manual code writing to high-level architectural oversight by leveraging AI tools. Use this skill when onboarding junior developers to accelerate their growth, when planning complex feature integrations, or when auditing legacy codebases for efficiency gains.
- ▌ Career Progress Job Moves · samarvA framework to diagnose career stagnation and design your next move based on energy drivers rather than job titles. Use it when you feel stuck in your current role, are considering multiple job offers, or are recovering from burnout (the "Get Out" quest).
- ▌ Demand Side Jtbd Analysis · samarvA framework for uncovering why customers switch products by analyzing the context, outcomes, and emotional forces driving behavior. Use this when launching a zero-to-one product, diagnosing high churn, or identifying how to displace a specific competitor.
- ▌ Growth Model Construction · samarvCreate an analytical representation of how your business grows to assess opportunities and prioritize product roadmaps. Use this skill during quarterly planning, when evaluating new channel investments, or when deciding how to allocate resources across disparate product pods.
- ▌ High Proximity Networking · samarvMove from passive information consumption to active participation in "high-insight" environments to accelerate career growth. Use this when you feel your learning has plateaued, you are struggling through a difficult execution phase (the "messy middle"), or you need to find high-quality collaborators.
- ▌ Narrative Led Roadmapping · samarvShift from managing a spreadsheet of features to leading with a theme-based narrative. Use this when stakeholders are lost in the details of a feature list, when the team feels disconnected from the product vision, or when you need to justify shifting priorities based on new user insights.
- ▌ Pathless Path Exploration · samarvA framework for evaluating your relationship with work and exploring unconventional career directions. Use this when feeling burnt out by the "default path," during a sabbatical, or when trying to identify what specific types of work actually energize you versus drain you.
- ▌ Radical Focus Okr Cadence · samarvA framework for aligning teams through outcome-oriented OKRs and a rigorous weekly execution cadence. Use this when a team is spreading themselves too thin (the "peanut butter" effect), lacks a clear definition of success for the quarter, or struggles with "boring" status meetings that focus on tasks rather than impact.
- ▌ Shaping Product Appetites · samarvA framework for defining product features within a fixed time budget (appetite). Use this when projects are consistently dragging, when there is a "wall" between design and engineering, or when you want to replace dense PRDs and high-fidelity mockups with actionable, de-risked concepts.
- ▌ Startup Crisis Management · samarvA framework for identifying, analyzing, and responding to existential startup threats. Use this skill when your runway is suddenly jeopardized (Cash Crisis) or when market shifts, regulation, or competition make your product irrelevant (Product-Market Fit Crisis).
- ▌ Systematic AI Eval Design · samarvDesign and implement high-fidelity evaluation sets (Evals) to measure AI model performance. Use this when transitioning an AI feature from prototype to "vibe-based" testing to a production-ready system, or when trying to optimize a model's performance on a specific professional task.
- ▌ Building With AI Engineers · samarvA framework for collaborating with AI software agents to build functional products. Use this skill when generating initial prototypes from natural language, iterating on AI-generated code via "Chat Mode," or troubleshooting logic errors when an agent gets stuck.
- ▌ Comprehension First Design · samarvA product design framework focused on reducing cognitive load (glucose/ATP expenditure) rather than just clicks. Use this when designing onboarding, introducing complex features, or auditing a UI where users drop off due to confusion rather than effort.
- ▌ Curiosity Led Disagreement · samarvA framework for handling intense professional disagreements by leading with curiosity rather than defense. Use this when a colleague proposes a "crazy wrong" idea, when you feel a visceral "no" reaction in a high-stakes meeting, or when you need to bridge a profound schism in perspectives to reach the best outcome.
- ▌ Data Informed Product Loop · samarvA framework for building high-performing product teams by creating a continuous cycle of strategy, measurement, and learning. Use this when a team is acting as a "feature factory," when shipping doesn't result in clear impact, or when strategy feels disconnected from daily execution.
- ▌ Founder Led Sales Playbook · samarvA tactical framework for early-stage founders to transition from cold outreach to signed contracts. Use this when you are a pre-seed/seed founder doing your first sales, when conversion rates on cold emails are low, or when you need to navigate enterprise procurement for the first time.
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- ▌ Now Next Later Roadmapping · samarvTransition from date-driven Gantt charts to a problem-based roadmap that acknowledges uncertainty. Use this when stakeholders demand unrealistic deadlines, when long-term plans are frequently missed, or when your roadmap feels like a list of features rather than a strategy.
- ▌ Pattern Breakers Framework · samarvApply the "Pattern Breakers" framework to evaluate and refine breakthrough startup ideas. Use this skill when ideating a new product, deciding on a pivot, or stress-testing a startup thesis to ensure it harnesses asymmetric power rather than just being "better" than incumbents.
- ▌ Pm Career Growth Framework · samarvA three-dimensional framework to accelerate product management career growth. Use this when preparing for performance reviews, seeking a promotion, onboarding to a new team, or diagnosing why your career growth has stalled.
- ▌ Power Progression Strategy · samarvA framework to identify and develop sustainable competitive advantages (Power) based on a company's lifecycle stage. Use this when drafting a product strategy, evaluating business model durability, or distinguishing between "operational excellence" and true competitive moats.
- ▌ Product Critique Synthesis · samarvA framework for organizing and prioritizing design feedback during product reviews. Use this when a team is overwhelmed by "design by committee," when feedback is disorganized or contradictory, or when you need to align stakeholders on the most critical product improvements.
- ▌ Sacred Cow Product Roadmap · samarvA strategy for breaking organizational stagnation by identifying and challenging "untouchable" product constraints. Use this when your roadmap has become purely incremental, when the team is risk-averse, or when customers complain that the product hasn't changed in years.
- ▌ Three Bs Behavioral Design · samarvA framework for driving user behavior change by identifying specific actions, removing obstacles, and providing immediate incentives. Use this when conversion is dropping, user engagement is stalling, or when launching features that require a shift in user habits.
- ▌ Winning Tactic To Strategy · samarvA framework for breaking through market noise by testing multiple high-variance tactics to discover a sustainable winning strategy. Use it when launching a new product category, repositioning against a dominant competitor, or driving a major technological pivot.
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- ▌ Securing Agentic AI Systems · samarvA framework for protecting AI applications from prompt injection and jailbreaking by treating LLMs as potentially malicious actors. Use this when deploying AI agents with tool access, designing system prompts for customer-facing bots, or conducting security audits for LLM-powered features.
- ▌ High Frequency Shipping Tempo · samarvEstablishes a "tempo framework" to align teams on execution speed and output frequency. Use this when a smart team is stuck in "planning mode," when there is a disconnect between leadership expectations and team output, or when shipping has become inconsistent across departments.
- ▌ B2b Category Creation Strategy · samarvA framework for determining when to create a new software category versus winning an existing one, and the tactical steps to define and validate that category. Use this when your product is too disruptive for current labels, when existing categories have negative associations, or when you need to expand your TAM.
- ▌ Business Model Math Validation · samarvA framework for evaluating whether a product's success is mathematically possible based on its cost structure, acquisition assumptions, and unit economics. Use this when vetting a new job opportunity, evaluating a startup's viability, or determining if a failing product can be "iterated" to success.
- ▌ Complex System Decision Making · samarvA framework for navigating interconnected product ecosystems where decisions have second and third-order effects. Use this when facing cross-team dependencies, "analysis paralysis" in a complex marketplace, or when needing to unblock a decision involving multiple stakeholders.
- ▌ Curiosity Loop Decision Making · samarvA structured method for gathering high-signal, contextual feedback from a trusted network to validate ideas or navigate complex career decisions. Use this when facing a "fork in the road" career choice, prioritizing product features, or narrowing down topics for public speaking or content.
- ▌ Deep Dive Portfolio Management · samarvA high-leverage leadership framework for maintaining a high quality bar across a large volume of projects. Instead of staying "high-level" on everything, leaders select a subset of high-impact projects to review at the "bare-metal" level (code, screens, and regulations). Use this when managing a team with 20+ concurrent workstreams, when quality starts to slip across a portfolio, or when building a culture of autonomous ownership.
- ▌ Dhm Product Strategy Framework · samarvA framework to evaluate product hypotheses by balancing customer delight, competitive advantage (hard-to-copy), and business viability (margin-enhancing). Use it when vetting a major new feature, defining a long-term product roadmap, or deciding whether to kill an existing initiative.
- ▌ Four Bb Product Prioritization · samarvCategorize and balance your product roadmap using the "4 BB" framework to align leadership on strategic trade-offs between stability, optimization, and innovation. Use this during quarterly planning, when technical debt is accumulating, or when the team is struggling to balance moonshots with maintenance.
- ▌ Full Stack AI Product Building · samarvUse AI to transform product intent into production-ready software. Use this skill when you need to prototype a new feature, build a functional MVP without engineering resources, or refine a UI/UX layout through rapid iteration.
- ▌ Growth Channel Selection Audit · samarvA framework for determining which growth engine—SEO, Paid, or Virality—best fits your product based on unit economics and product mechanics. Use this when planning your initial growth strategy, evaluating why a channel is underperforming, or deciding when to diversify beyond your primary engine.
- ▌ Indistractable Focus Framework · samarvA four-step system to reclaim attention by managing internal discomfort and scheduling intentions. Use this when procrastinating on "hard" work (like PRDs or strategy), reflexively checking Slack/email, or failing to meet personal output goals.
- ▌ Micro Influencer Growth Engine · samarvA tactical framework for scaling word-of-mouth through micro-influencer "echo chambers." Use this when you have established baseline organic growth and want to amplify it, or when launching a visual/prosumer product where traditional ads feel too sterile.
- ▌ Nlx Design And Agent Framework · samarvUse this skill when designing natural language interfaces or defining autonomous agents. Use it to move beyond "black box" chat interfaces toward structured conversations that include editable plans, progress visibility, and multi-step autonomy.
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- ▌ Relentless Product Improvement · samarvA framework for driving product growth by combining deep user empathy (Jobs to be Done), analytical rigor, and design clarity. Use it when troubleshooting a feature that has plateaued, launching a new "big bet" within a mature product, or diagnosing why users are abandoning a specific workflow.
- ▌ Strategic Action Agenda Design · samarvCreate a high-stakes strategy by identifying the "crux" of a problem and designing a set of coherent actions to overcome it. Use this when a team is overwhelmed by a "laundry list" of 10+ priorities, when a product lacks a clear competitive edge, or when high-level goals (e.g., "grow 20%") are being mistaken for an actual plan.
- ▌ Strategic Influence Characters · samarvSelect a communication "character" and influence speed based on neurobiological triggers to drive alignment. Use this when pitching a vision that stakeholders find "inconceivable," when unblocking a stalled decision, or when you need to accelerate team change without triggering the "safety system" (fight/flight).
- ▌ Sugar Coated Broccoli Strategy · samarvA product strategy for launching complex, visionary "meta-tools" by wrapping them in familiar, high-utility use cases. Use this when your vision is too abstract for the mass market, when you need to drive adoption for a new category, or when building horizontal platforms.
- ▌ AI Agency Calibration Framework · samarvA step-by-step framework to safely transition AI products from prototypes to autonomous agents. Use this when reliability is a major concern, when users are skeptical of AI decision-making, or when deploying LLM-based systems into high-stakes workflows.
- ▌ AI App Performance Optimization · samarvShift focus from AI hype (latest models, vector DBs, agentic frameworks) to high-leverage activities that actually improve product quality. Use this when an AI feature is underperforming, when the team is stuck in a "research loop," or when planning the roadmap for a new AI application.
- ▌ Alpha Beta Management Framework · samarvA framework for balancing outsized performance (Alpha) with system reliability (Beta) through strategic process design. Use it when deciding how much process to add to a team, evaluating a new hire's fit for a specific project, or standardizing product quality without stifling innovation.
- ▌ Candidate Market Fit Assessment · samarvApply product-market fit principles to your career to identify the specific role you are uniquely qualified for in the current economy. Use this when starting a job search, if your current search has stalled after 2+ months, or when pivoting to a new industry or level.
- ▌ Canonical Project Orchestration · samarvDrive extreme clarity in complex, cross-functional projects by establishing a single source of truth, shared vocabulary, and structured decision frameworks. Use this when launching high-stakes initiatives, resolving stakeholder misalignment, or taking over "gnarly" projects where information is fragmented.
- ▌ Compounding Engineering With AI · samarvA workflow for increasing team leverage by automating repetitive tasks and codifying professional "taste" into reusable AI agents. Use this when you find yourself repeating instructions, writing similar documents, or performing routine code/copy reviews.
- ▌ Creativity Faucet Brainstorming · samarvA workflow for bypassing obvious or mediocre ideas to reach high-value, novel insights. Use this when starting a new product strategy, writing high-stakes content, or when you feel "stuck" with a blank document.
- ▌ Curated Discovery Growth Engine · samarvDesign and implement a growth mechanism based on peer-to-peer curation rather than black-box algorithms. Use this when launching a new discovery feature, building a two-sided marketplace, or looking to unlock network effects without sacrificing user control.
- ▌ Defining AI Objective Functions · samarvA framework for defining high-taste "Objective Functions" to train AI models. Use this when setting quality standards for RLAIF/RLHF, designing data labeling rubrics, or deciding how a model should prioritize trade-offs (e.g., brevity vs. depth).
- ▌ Dual Track Discovery De Risking · samarvA framework for running simultaneous discovery and delivery tracks to de-risk high-stakes product ideas. Use this when your team is stuck on a "feature treadmill," when you need to innovate on high-risk features without stopping delivery, or when planning a roadmap that balances "big swings" with predictable updates.
- ▌ Five Legged Stool Collaboration · samarvA framework for cross-functional product leadership that integrates Product, Engineering, Design, Insights, and Marketing into a single decision-making unit. Use this when squads suffer from misaligned goals, when "Insights" are siloed from execution, or when product launches lack a cohesive go-to-market strategy.
- ▌ Five Second Moment Storytelling · samarvTransform presentations and pitches from forgettable data dumps into high-impact narratives. Use this skill when preparing for an all-hands meeting, pitching a product to investors, or attempting to influence stakeholders through shared values.
- ▌ Forward Deployed Iteration Loop · samarvRapidly solve complex enterprise problems by embedding technical talent directly into customer environments. Use this when launching high-stakes enterprise pilots, solving "messy" real-world data problems, or trying to bridge the gap between core product and custom customer needs.
- ▌ Friction Logging And UX Reviews · samarvA systematic method for auditing user experiences by role-playing specific personas to identify "broken edges." Use this during product development, before major launches, or as a recurring audit to maintain a high bar for craft.
- ▌ High Context Prompt Engineering · samarvApply the "Context is All You Need" framework to transform generic AI outputs into high-fidelity, professional-grade results. Use this when drafting strategic documents (OKRs, PRDs), preparing for high-stakes meetings, or building custom GPTs.
- ▌ High Velocity Execution Cadence · samarvA system for driving organizational intensity and output by shortening feedback loops, using high-fidelity demos, and implementing aggressive meeting audits. Use this when velocity is stalling, when team alignment is drifting, or when recurring meetings are crowding out "craft" time.
- ▌ Marketplace Tradeoff Management · samarvManage the "whac-a-mole" nature of marketplace optimizations where every change creates winners and losers. Use this when launching ranking changes, badging systems, or supply-side incentives that redirect attention or inventory.
- ▌ Maximally Accelerated Execution · samarvA framework for collapsing delivery timelines and increasing the "resting heart rate" of a product team. Use this when launching breakthrough features, unblocking complex cross-functional projects, or when moving from a "research" phase to a "product" phase.
- ▌ Outcomes Based Pricing Strategy · samarvTransition from traditional seat-based or consumption-based SaaS pricing to a model where customers pay only for successful business results (resolutions). Use this when building AI agents, moving from tool-based software to outcome-oriented services, or when your product performs a job autonomously.
- ▌ Plan Driven Agentic Engineering · samarvA workflow for collaborating with AI coding agents (like Codex) on complex, multi-step software tasks. Use this when porting features between platforms, building rapid prototypes ("vibe coding"), or resolving "gnarly" production bugs that require deep context.
- ▌ Radical Self Inquiry Leadership · samarvUse radical self-inquiry to uncover unconscious patterns that sabotage your leadership, team dynamics, and personal well-being. Apply this when you feel stuck in recurring problems, overwhelmed by "busyness," or when your team is failing to meet expectations despite having technical talent.
- ▌ Scientific Brand Naming Process · samarvA framework for creating distinctive, high-value brand names using linguistic engineering, disguised briefs, and the polarization test. Use this when naming a new product, rebranding a startup, or when internal teams are stuck on "safe" but forgettable descriptive names.
- ▌ Social Radar Founder Evaluation · samarvA framework for evaluating early-stage founders by reading interpersonal dynamics, commitment levels, and authentic "scrappiness" beyond the technical pitch. Use this when interviewing potential hires, evaluating co-founders, or conducting seed-stage investment due diligence.
- ▌ Startup Media Pitching Strategy · samarvA framework for securing high-value press coverage by aligning your startup's narrative with a publication's specific audience mission. Use this when launching a new product, seeking investor validation, or establishing founder authority.
- ▌ AI First Business Transformation · samarvTransform an established SaaS or service business into an AI-first company. Use this when growth has plateaued, your industry is facing AI disruption, or you need to shift from seat-based to outcome-based revenue models.
- ▌ AI Product Management Transition · samarvStrategy and tactics for evolving from a generalist PM to an AI PM. Use this skill when identifying if a problem requires an AI solution, collaborating with research scientists, or using generative AI to augment your core PM deliverables.
- ▌ Career Direction Genie Framework · samarvA methodology to identify your highest-energy career path and break out of "autopilot" by removing the fear of failure and deconstructing limiting beliefs. Use this when you are feeling stuck in a routine, choosing between multiple job offers, or considering a major pivot.
- ▌ Command Of Details Investigation · samarvA rigorous framework for investigating technical, physical, or regulatory constraints to find hidden product opportunities. Use this when a "standard" approach feels mediocre, when experts say a feature is impossible, or when building in highly regulated industries.
- ▌ Consumer Product Readiness Stack · samarvA framework for assessing and building the five core capabilities required to scale consumer products. Use this when launching a new consumer initiative, diagnosing why a consumer product is stalling, or evaluating a team's readiness to compete in high-growth consumer markets.
- ▌ Content First Product Leadership · samarvA framework for shifting from "process management" to "product creation." Use this when you feel trapped in project management (Jira/Scrum), when launching a 0-to-1 product that requires high vision, or when hiring product leaders who need to "do the work" rather than just manage it.
- ▌ Eigenquestion Product Assessment · samarvEvaluates a candidate's ability to identify the 1-2 fundamental variables (Eigenquestions) that dictate a product's strategy. Use this during interviews for PM, engineering, or leadership roles to test first-principles thinking, strategic clarity, and the ability to reduce complexity in ambiguous, low-stakes environments.
- ▌ Engineering Strategy Development · samarvCreate a technical strategy that prioritizes business impact over technical novelty. Trigger this when a team is overwhelmed by tool sprawl, debating major architectural shifts (like a rewrite), or failing to deliver customer value due to internal technical friction.
- ▌ Gist Evidence Guided Development · samarvA meta-framework to move product teams from opinion-based decision making to evidence-guided execution. Use this when stakeholder debates are stuck on opinions, when roadmaps feel like "feature factories" disconnected from results, or when you need to justify pausing a high-effort project to run lower-cost validation.
- ▌ Guided Onboarding And Activation · samarvRebuild product onboarding flows using immersive "wizards" and high-correlation activation metrics. Use this when launching a self-serve product, optimizing low retention, or refining a complex PLG (Product-Led Growth) funnel.
- ▌ High Momentum Company Evaluation · samarvA framework for evaluating the hypergrowth potential of a company to ensure your career or advisory time is invested in a high-momentum "winner." Use this when considering a new job offer, selecting advisory clients, or auditing your current company's growth trajectory.
- ▌ High Stakes Spontaneous Speaking · samarvTechniques to project executive presence and master on-the-spot communication. Use this when you are nervous before a presentation, need to answer difficult questions in a meeting, or are preparing a high-stakes talk without time to memorize a script.
- ▌ High Velocity Product Leadership · samarvA framework for increasing organizational "clock speed" and maintaining a high quality bar. Use this when a team has slowed down to match corporate meeting cadences, when taking over a new organization that needs a cultural "startup" reboot, or when planning timelines feel unnecessarily elongated.
- ▌ Landscape First Product Strategy · samarvA framework for drafting a high-conviction product strategy by mapping the market and technical landscape. Use this when facing "not strategic enough" feedback, during annual/quarterly planning, or when proposing a major product pivot.
- ▌ Manager Readme For Scaling Trust · samarvA framework for creating a "How to Work with Me" document to accelerate onboarding, scale culture in high-growth environments, and build radical transparency. Use it when taking over a new team, scaling a rapidly growing organization, or when you need to improve the quality of upward feedback.