CommunityEscrita e Ediçãogithub.com

deanpeters/saas-revenue-growth-metrics

Calcule métricas de receita, retenção e crescimento de SaaS. Use ao diagnosticar momentum, churn, expansão ou sinais de product-market-fit.

O que é saas-revenue-growth-metrics?

Esta skill permite que agentes de IA (como Claude Code, Cursor ou Codex) realizem análises profundas de métricas de receita, retenção e crescimento para empresas de SaaS. Ela calcula indicadores chave como Receita Recorrente Mensal (MRR), Receita Recorrente Anual (ARR), taxas de churn de receita e clientes, expansão líquida e métricas de eficiência de crescimento como a relação LTV:CAC. Também é capaz de diagnosticar tendências de momentum de crescimento, identificar padrões de churn e avaliar sinais de product-market-fit a partir de dados financeiros e de uso. A skill interpreta dados estruturados (planilhas, JSON ou APIs de ferramentas de faturamento como Stripe) para gerar relatórios e recomendações acionáveis para estratégias de precificação, retenção e expansão. É ideal para fundadores, analistas de negócios e equipes de operações que precisam de insights rápidos sem complexidade manual.

Funciona com~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/deanpeters/product-manager-skills/tree/main/skills/saas-revenue-growth-metrics

Installed? Explore more Escrita e Edição skills: steipete/notion, langchain-ai/langchain, bytedance/podcast-generation · View all 6 →

Perguntar na sua IA favorita

Abre um novo chat com esta habilidade de agente já pré-carregada.

Documentação

O que saas-revenue-growth-metrics faz?

Calcule métricas de receita, retenção e crescimento de SaaS. Use ao diagnosticar momentum, churn, expansão ou sinais de product-market-fit.

Introdução

Esta skill ajuda agentes de IA a calcular e interpretar métricas essenciais de SaaS diretamente a partir de dados financeiros e de uso. Ela suporta plataformas como Claude Code, Cursor e Codex, fornecendo uma interface unificada para análise de SaaS.

Principais Funcionalidades

  • Cálculo de MRR e ARR a partir de dados de assinatura
  • Taxas de churn (receita e clientes)
  • Métricas de expansão (upsell, cross-sell)
  • Índice de eficiência de crescimento (LTV:CAC)
  • Diagnóstico de momentum de crescimento
  • Identificação de padrões de churn
  • Avaliação de sinais de product-market-fit

Como Usar

  1. Forneça dados estruturados (JSON, CSV ou planilha) contendo informações de receita, clientes e assinaturas.
  2. A skill processa os dados e retorna métricas calculadas e recomendações.
  3. Exemplo de entrada:
{
  "revenue": [
    {"month": "2024-01", "mrr": 100000, "customers": 500, "churned_mrr": 5000, "new_mrr": 15000},
    {"month": "2024-02", "mrr": 110000, "customers": 520, "churned_mrr": 4000, "new_mrr": 18000}
  ]
}
  1. Saída: Relatório formatado com métricas e insights.

Métricas Calculadas

  • MRR/ARR: Receita recorrente mensal e anual.
  • Churn Rate: Percentual de receita ou clientes perdidos.
  • Expansion Revenue: Receita adicional de upsells.
  • LTV:CAC: Relação entre valor vitalício e custo de aquisição.
  • Net Revenue Retention: Expansão líquida ajustada por churn.

Suporte

  • Plataformas: Claude Code, Cursor, Codex
  • Formatos: JSON, CSV, Stripe API, planilhas

Contribuição

Contribuições são bem-vindas! Sinta-se à vontade para abrir issues ou pull requests no repositório original.

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.

Habilidades Relacionadas