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phuryn/metrics-dashboard

Define y diseña un panel de métricas de producto con métricas clave, fuentes de datos, tipos de visualización y umbrales de alerta. Útil al crear un panel de métricas, definir KPIs, configurar analíticas de producto o construir un plan de monitoreo de datos.

¿Qué es metrics-dashboard?

La habilidad 'phuryn/metrics-dashboard' está diseñada para ayudar a desarrolladores y usuarios de agentes de IA a definir y diseñar un panel de métricas de producto completo. Es especialmente útil cuando se necesita crear un dashboard desde cero, identificar KPIs, configurar analíticas de producto o establecer un plan de monitoreo de datos. La habilidad guía al usuario en la selección de métricas clave, la identificación de fuentes de datos apropiadas, la elección de tipos de visualización efectivos y la definición de umbrales de alerta. Soporta plataformas y herramientas comunes de análisis de producto, como Mixpanel, Amplitude, Google Analytics o paneles personalizados en herramientas como Tableau o Grafana. El flujo de trabajo incluye la especificación de los objetivos del panel, la recopilación de requisitos de las partes interesadas y la generación de un diseño estructurado que puede ser implementado directamente. Es una herramienta esencial para cualquier equipo que busque tomar decisiones basadas en datos de manera eficiente.

Compatible con~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/phuryn/pm-skills/tree/main/skills/metrics-dashboard

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Documentación

¿Qué hace metrics-dashboard?

Define y diseña un panel de métricas de producto con métricas clave, fuentes de datos, tipos de visualización y umbrales de alerta. Útil al crear un panel de métricas, definir KPIs, configurar analíticas de producto o construir un plan de monitoreo de datos.

Descripción General

Esta habilidad te guía en el proceso de diseño de un panel de métricas de producto, ayudándote a:

  • Identificar las métricas clave (KPIs) que se alinean con los objetivos del producto.
  • Determinar las fuentes de datos adecuadas (ej., bases de datos, APIs, herramientas de análisis).
  • Seleccionar tipos de visualización apropiados (gráficos de barras, líneas, tablas, etc.).
  • Definir umbrales de alerta para notificar cambios significativos.

Cómo Usar

  1. Proporciona el contexto del producto y los objetivos del panel.
  2. La habilidad generará un diseño estructurado que incluye:
    • Secciones del panel.
    • Métricas propuestas.
    • Fuentes de datos recomendadas.
    • Tipos de visualización.
    • Configuración de alertas.

Ejemplo de Entrada

"Necesito un panel para monitorear la retención de usuarios de nuestra app móvil. Las fuentes de datos incluyen Firebase Analytics y una base de datos PostgreSQL. Quiero alertas cuando la retención diaria caiga por debajo del 30%."

Ejemplo de Salida Generada

dashboards:
  - name: Panel de Retención de Usuarios
    sections:
      - title: Métricas Principales
        metrics:
          - name: Retención Diaria (D1)
            source: Firebase Analytics
            visualization: gauge
            alert_threshold: 30%
          - name: Retención Semanal (D7)
            source: PostgreSQL
            visualization: line_chart
            alert_threshold: 15%
      - title: Desglose por Cohorte
        metrics:
          - name: Retención por Fecha de Registro
            source: PostgreSQL
            visualization: heatmap

Plataformas Compatibles

  • Análisis de Producto: Mixpanel, Amplitude, Google Analytics, Firebase Analytics.
  • Bases de Datos: PostgreSQL, MySQL, BigQuery, Snowflake.
  • Herramientas de Visualización: Tableau, Grafana, Power BI, paneles personalizados.

Notas Técnicas

  • Los umbrales de alerta deben definirse como valores numéricos o porcentuales.
  • Las visualizaciones deben elegirse según el tipo de datos (series temporales, comparaciones, distribuciones).
  • Las fuentes de datos deben ser accesibles desde la infraestructura del panel.

Personalización

Puedes solicitar adaptaciones específicas como:

  • Enfoque en ciertas métricas (ej., ingresos, engagement).
  • Integración con herramientas específicas (ej., Slack para alertas).
  • Estilo visual (colores de marca, diseño minimalista).

Individual skills in this repo

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

phuryn/ab-test-analysis

Analyze A/B test results with statistical significance, sample size validation, confidence intervals, and ship/extend/stop recommendations. Use when evaluating experiment results, checking if a test reached significance, interpreting split test data, or deciding whether to ship a variant.

phuryn/analyze-feature-requests

Analyze and prioritize a list of feature requests by theme, strategic alignment, impact, effort, and risk. Use when reviewing customer feature requests, triaging a backlog, or making prioritization decisions.

phuryn/ansoff-matrix

Generate an Ansoff Matrix analysis mapping growth strategies across market penetration, market development, product development, and diversification. Use when considering growth options, planning market expansion, or evaluating strategic growth paths.

phuryn/brainstorm-experiments-existing

Design experiments to test assumptions for an existing product — prototypes, A/B tests, spikes, and other low-effort validation methods. Use when validating assumptions, testing feature ideas cheaply, or planning product experiments.

phuryn/brainstorm-experiments-new

Design lean startup experiments (pretotypes) for a new product. Creates XYZ hypotheses and suggests low-effort validation methods like landing pages, explainer videos, and pre-orders. Use when validating a new product idea, creating pretotypes, or testing market demand.

phuryn/brainstorm-ideas-existing

Brainstorm product ideas for an existing product using multi-perspective ideation from PM, Designer, and Engineer viewpoints. Use when generating new feature ideas, brainstorming solutions for an identified opportunity, or ideating with a product trio.

phuryn/brainstorm-ideas-new

Brainstorm feature ideas for a new product in initial discovery from PM, Designer, and Engineer perspectives. Use when starting product discovery for a new product, exploring features for a startup idea, or doing initial ideation.

phuryn/brainstorm-okrs

Brainstorm team-level OKRs aligned with company objectives — qualitative objectives with measurable key results. Use when setting quarterly OKRs, aligning team goals with company strategy, drafting objectives, or learning how to write effective OKRs.

phuryn/business-model

Generate a Business Model Canvas with all 9 building blocks. Use when creating a business model, documenting how a business creates value, or analyzing an existing business model.

phuryn/cohort-analysis

Perform cohort analysis on user engagement data — retention curves, feature adoption trends, and segment-level insights. Use when analyzing user retention by cohort, studying feature adoption over time, investigating churn patterns, or identifying engagement trends.

phuryn/competitive-battlecard

Create sales-ready competitive battlecards comparing your product against a specific competitor — positioning, feature comparison, objection handling, and win/loss patterns. Use when preparing sales teams, creating competitive materials, or responding to 'why not competitor X?'

phuryn/competitor-analysis

Analyze competitors with strengths, weaknesses, and differentiation opportunities. Identifies direct competitors and maps the competitive landscape. Use when doing competitive research, preparing a competitive brief, or finding differentiation opportunities.

phuryn/create-prd

Create a Product Requirements Document using a comprehensive 8-section template covering problem, objectives, segments, value propositions, solution, and release planning. Use when writing a PRD, documenting product requirements, preparing a feature spec, or reviewing an existing PRD.

phuryn/customer-journey-map

Create an end-to-end customer journey map with stages, touchpoints, emotions, pain points, and opportunities. Use when mapping the customer experience, identifying friction points, improving onboarding, or visualizing the user journey.

phuryn/draft-nda

Draft a detailed Non-Disclosure Agreement between two parties covering information types, jurisdiction, and clauses needing legal review. Use when creating confidentiality agreements or preparing an NDA for a partnership.

phuryn/dummy-dataset

Generate realistic dummy datasets for testing with customizable columns, constraints, and output formats (CSV, JSON, SQL, Python script). Use when creating test data, building mock datasets, or generating sample data for development and demos.

phuryn/grammar-check

Identify grammar, logical, and flow errors in text and suggest targeted fixes without rewriting the entire text. Use when proofreading content, checking writing quality, or reviewing a draft.

phuryn/growth-loops

Identify growth loops (flywheels) for sustainable traction. Evaluates 5 loop types: Viral, Usage, Collaboration, User-Generated, and Referral. Use when designing growth mechanisms, building product-led traction, or understanding how growth loops work.

phuryn/gtm-motions

Identify the best GTM motions and tools across 7 motion types: Inbound, Outbound, Paid Digital, Community, Partners, ABM, and PLG. Use when selecting marketing channels, choosing between inbound and outbound strategy, or planning cross-channel campaigns.

phuryn/gtm-strategy

Create a go-to-market strategy covering marketing channels, messaging, success metrics, and launch timeline. Use when planning a product launch, creating a GTM plan from scratch, or defining a launch strategy for a new market.

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