deanpeters/pol-probe-advisor

Selecione a sonda certa de Prova de Vida (PoL) com base na hipótese, risco e recursos. Use isso para alinhar o método de validação ao objetivo real de aprendizado, e não ao conforto da ferramenta.

O que é pol-probe-advisor?

Este skill ajuda desenvolvedores e engenheiros a escolherem a sonda de Prova de Vida (PoL) mais adequada para validar hipóteses de forma rápida e eficiente, considerando fatores como nível de risco, recursos disponíveis e o objetivo de aprendizado real do projeto. Ele suporta plataformas como Devin, Cursor, Claude Dev e Windsurf, mas pode ser adaptado para qualquer ferramenta que aceite instruções contextuais. Ao utilizar este skill, o agente AI analisa a hipótese proposta, o contexto de risco (baixo, médio ou alto) e os recursos (tempo, orçamento, ferramentas) para recomendar a sonda mais adequada - seja entrevista, protótipo, experimento controlado ou outro método. Isso evita vieses de ferramenta e garante que a validação seja focada no aprendizado real, não no que é mais fácil ou familiar.

Funciona com~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/deanpeters/product-manager-skills/tree/main/skills/pol-probe-advisor

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Documentação

O que pol-probe-advisor faz?

Selecione a sonda certa de Prova de Vida (PoL) com base na hipótese, risco e recursos. Use isso para alinhar o método de validação ao objetivo real de aprendizado, e não ao conforto da ferramenta.

Como usar

Forneça ao agente AI a hipótese a ser validada, o nível de risco associado e os recursos disponíveis. O skill recomendará a sonda PoL mais adequada.

Parâmetros

  • Hipótese: Descrição clara da suposição a ser testada.
  • Risco: Nível de risco (baixo, médio, alto) com base no impacto potencial de estar errado.
  • Recursos: Tempo, orçamento, ferramentas e expertise disponíveis.

Exemplo

Hipótese: "Usuários preferem login via biometria facial"
Risco: Médio
Recursos: 2 semanas, $500, prototipagem rápida

Sondas recomendadas

RiscoSondaDescrição
BaixoEntrevista rápidaValidar com 5-10 usuários em 1 dia
MédioProtótipo funcionalTestar interação real em 1 semana
AltoExperimento controladoA/B test com métricas claras

Nota: Sempre questione se a sonda escolhida responde diretamente à hipótese, evitando vieses de ferramenta.

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

deanpeters/acquisition-channel-advisor

Evaluate acquisition channels using unit economics, customer quality, and scalability. Use when deciding whether to scale, test, or kill a growth channel.

deanpeters/ai-shaped-readiness-advisor

Assess whether your product work is AI-first or AI-shaped. Use when evaluating AI maturity and choosing the next team capability to build.

deanpeters/altitude-horizon-framework

Understand the PM-to-Director transition through altitude and horizon thinking. Use when diagnosing scope, time-horizon, or leadership-level gaps.

deanpeters/business-health-diagnostic

Diagnose SaaS business health across growth, retention, efficiency, and capital. Use when preparing a business review or prioritizing urgent fixes.

deanpeters/company-research

Create a company research brief with executive quotes, product strategy, and org context. Use when preparing for interviews, competitive analysis, partnerships, or market-entry work.

deanpeters/context-engineering-advisor

Diagnose context stuffing vs. context engineering. Use when an AI workflow feels bloated, brittle, or hard to steer reliably.

deanpeters/customer-journey-map

Create a customer journey map across stages, touchpoints, actions, emotions, and metrics. Use when diagnosing a broken experience or aligning a team on the full customer flow.

deanpeters/customer-journey-mapping-workshop

Run a customer journey mapping workshop with adaptive questions and outputs. Use when you need to map stages, actions, emotions, pain points, and opportunities for a persona and scenario.

deanpeters/director-readiness-advisor

Guide the PM-to-Director transition across preparing, interviewing, landing, and recalibrating. Use when leadership scope is changing and you need practical coaching.

deanpeters/discovery-interview-prep

Plan customer discovery interviews with the right goal, segment, constraints, and method. Use when preparing interviews for problem validation, churn research, or new product ideas.

deanpeters/discovery-process

Run a full discovery cycle from problem hypothesis to validated solution. Use when a team needs a structured path through framing, interviews, synthesis, and experiments.

deanpeters/eol-message

Write a clear, empathetic EOL announcement with rationale, customer impact, and next steps. Use when retiring a product, feature, or plan without creating avoidable confusion.

deanpeters/epic-breakdown-advisor

Break down epics into user stories with Humanizing Work split patterns. Use when a backlog item is too large to estimate, sequence, or deliver safely.

deanpeters/epic-hypothesis

Frame an epic as a testable hypothesis with target user, expected outcome, and validation method. Use when defining a major initiative before roadmap, discovery, or delivery planning.

deanpeters/executive-onboarding-playbook

Plan a VP or CPO 30-60-90 day diagnostic onboarding path. Use when entering a new executive product role and avoiding premature change.

deanpeters/feature-investment-advisor

Evaluate feature investments using revenue impact, cost structure, ROI, and strategy. Use when deciding whether a feature deserves investment.

deanpeters/finance-based-pricing-advisor

Evaluate pricing changes using ARPU, conversion, churn risk, NRR, and payback. Use when deciding whether a pricing move should ship.

deanpeters/finance-metrics-quickref

Look up SaaS finance metrics, formulas, and benchmarks fast. Use when you need a quick metric definition, formula, or benchmark during analysis.

deanpeters/jobs-to-be-done

Uncover customer jobs, pains, and gains in a structured JTBD format. Use when clarifying unmet needs, repositioning a product, or improving discovery and messaging.

deanpeters/lean-ux-canvas

Guide teams through Lean UX Canvas v2. Use when framing a business problem, surfacing assumptions, and defining what to learn next.

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