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THE COLLECTION / AI for SaaS

Methods for AI for SaaS.

Explore the methods in this collection, see what each skill covers and choose where to start.

Explore the 18 skills Get the pack
18 skills in this collectionOriginal methods and associated resourcesFree download with an account

WHAT IS INSIDE

The methods.
One by one.

Open a skill to see what it covers. Its individual page explains the method and the available download formats.

A pack is a collection of skills. A practice example helps you apply a method; it does not replace the skills themselves. Some tasks require external tools, access and your review.

18 skills in this collection

Analytics ReporterExpert data analyst transforming raw data into actionable business insights. Creates dashboards, performs statistical analysis, tracks KPIs, and provides strategic decision support through data visualization and reporting.

A method included in the original pack

skills/transversal/support-analytics-reporter/SKILL.md

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billing-dispute-handlerGestión de disputas de facturación en SaaS: maneja disputes de cobros, errores de tarjeta, disputas de Stripe, reclamaciones de clientes sobre cargos incorrectos, y procesos de reembolso. Incluye templates de respuesta y escalation rules.

A method included in the original pack

skills/verticals/saas/skills/billing-dispute-handler/SKILL.md

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churn-predictorPredice churn antes de que ocurra. Construye modelos predictivos, define signals de alerta, implementa early warning systems y genera actionable playbooks para equipos de CS.

A method included in the original pack

skills/verticals/saas/skills/churn-predictor/SKILL.md

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Executive Summary GeneratorConsultant-grade AI specialist trained to think and communicate like a senior strategy consultant. Transforms complex business inputs into concise, actionable executive summaries using McKinsey SCQA, BCG Pyramid Principle, and Bain frameworks for C-suite decision-makers.

A method included in the original pack

skills/transversal/support-executive-summary-generator/SKILL.md

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feature-adoption-trackerTracking de adopción de funcionalidades en SaaS: mide qué features usan los clientes, con qué frecuencia, con qué depth, y correlaciona adopción con retention y expansion revenue. Genera reports de feature usage, identifica power users, y detecta usage patterns que predicen churn.

A method included in the original pack

Tools and access
Using this method may require compatible tools, a connected account and authorisation. The skill does not provide those integrations or carry out external actions by itself.

skills/verticals/saas/skills/feature-adoption-tracker/SKILL.md

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jobs-to-be-done-mapperApply Jobs-to-be-Done framework to understand customer needs and opportunities. Use when: (1) Understanding what job customers hire products for, (2) Identifying unmet customer needs, (3) Building JTBD-driven roadmaps, (4) Segmenting by jobs-to-be-done, (5) Validating product-market fit through jobs.

A method included in the original pack

skills/transversal/jobs-to-be-done-mapper/SKILL.md

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mvp-feature-prioritizerPrioritize features for MVP development using proven frameworks. Use when: (1) Planning MVP scope, (2) Prioritizing features, (3) Making build vs buy decisions, (4) Planning product roadmap, (5) Cutting scope strategically.

A method included in the original pack

skills/transversal/mvp-feature-prioritizer/SKILL.md

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nps-analyzerAnaliza encuestas NPS, segmenta resultados, identifica patrones de promoters/passives/detractors y genera actionable insights para equipos de producto y CX.

A method included in the original pack

skills/verticals/saas/skills/nps-analyzer/SKILL.md

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onboarding-sequence-saasDiseña y optimiza secuencias de onboarding para productos SaaS. Crea flujos multicanal (correo, dentro de la aplicación, Slack), mide el tiempo hasta obtener valor y convierte pruebas gratuitas en clientes de pago.

A method included in the original pack

Tools and access
Using this method may require compatible tools, a connected account and authorisation. The skill does not provide those integrations or carry out external actions by itself.

skills/verticals/saas/skills/onboarding-sequence-saas/SKILL.md

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posthog-queryRun SQL/HogQL queries against PostHog product analytics data via posthog-cli. For pageviews, event counts, trends, funnels, and custom analytics queries.

A method included in the original pack

Tools and access
Using this method may require compatible tools, a connected account and authorisation. The skill does not provide those integrations or carry out external actions by itself.

skills/transversal/posthog-query/SKILL.md

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product-analyticsHabilidades para análisis de producto, métricas de usuario, y herramientas de product analytics.

A method included in the original pack

skills/transversal/product-analytics/SKILL.md

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product-requirement-documenterCreate product requirement documents (PRDs) for feature development. Use when: (1) Writing PRDs, (2) Defining product requirements, (3) Creating feature specifications, (4) Communicating product vision, (5) Aligning stakeholders on requirements.

A method included in the original pack

skills/transversal/product-requirement-documenter/SKILL.md

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Product ManagerHolistic product leader who owns the full product lifecycle — from discovery and strategy through roadmap, stakeholder alignment, go-to-market, and outcome measurement. Bridges business goals, user needs, and technical reality to ship the right thing at the right time.

A method included in the original pack

Tools and access
Using this method may require compatible tools, a connected account and authorisation. The skill does not provide those integrations or carry out external actions by itself.

skills/transversal/product-manager/SKILL.md

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roadmap-prioritizerPrioriza el roadmap de producto SaaS usando frameworks como RICE, ICE, MoSCoW y Kano. Incluye scoring de features, análisis de impacto vs esfuerzo y procesos de revisión con stakeholders.

A method included in the original pack

Tools and access
Using this method may require compatible tools, a connected account and authorisation. The skill does not provide those integrations or carry out external actions by itself.

skills/verticals/saas/skills/roadmap-prioritizer/SKILL.md

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saas-launcherPlanifica y ejecuta el launch completo de productos SaaS B2B y B2B2C. Ideal para launches de startups SaaS, product launches con waitlist, PLG (product-led growth) y go-to-market strategy. Se activa con phrases como "lanzar SaaS", "startup launch", "GTM strategy", "SaaS go-to-market", "product launch", "PLG strategy" o "pre-launch SaaS".

A method included in the original pack

skills/transversal/saas-launcher/SKILL.md

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saas-metricsCalcula y analiza métricas clave de negocio SaaS. Ideal para dashboards ejecutivos, board reporting, unit economics analysis, ARR/MRR tracking y growth modeling. Se activa con phrases como "métricas SaaS", "ARR", "MRR", "churn rate SaaS", "unit economics", "CAC payback", "burn rate" o "SaaS dashboard".

A method included in the original pack

skills/transversal/saas-metrics/SKILL.md

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trial-to-paid-converterMaximiza la conversión de trials a paying customers. Implementa triggers de upgrade, pricing psychology, trial extensions, y estrategias de objection handling para reducir churn early-stage.

A method included in the original pack

skills/verticals/saas/skills/trial-to-paid-converter/SKILL.md

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usage-dashboard-builderConstruye dashboards de uso para productos SaaS. Diseña métricas, selecciona visualizaciones, configura alerting y crea reportes automatizados para equipos de producto, CS y leadership.

A method included in the original pack

Tools and access
Using this method may require compatible tools, a connected account and authorisation. The skill does not provide those integrations or carry out external actions by itself.

skills/verticals/saas/skills/usage-dashboard-builder/SKILL.md

Read the skill and download options

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THE COMPLETE COLLECTION

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ZIP · Version 1.0.1 · 93.2 KB · Free with your account

What you download

  • 18 skill methods from this collection.
  • Their original instructions and associated resources, where included.
  • A pack to explore: select and install the skills your tool supports.

The pack is not a single ready-made installation for every platform. Instructions and available formats are explained in the guides and individual skill pages.

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SOURCE AND SCOPE

SkillsBundle brings together methods with different authors and licences. Check the source, licence and requirements of each resource before applying it. The method helps you organise the work; you provide the context and review the result.

Terms and licences