Skill UI

Automates churn analysis workflows by offering guidance, best practices, and production-ready code for SQL, visualization, statistical work, and BI outputs within data analytics projects.

Guides SaaS teams through designing cancel flows, save offers, exit surveys, and dunning to stop voluntary and involuntary churn, with targeted questions and reason-to-offer mapping plus post-cancel win-back cues.

Monitors SaaS portfolios with Python CLI tools to score customer health, flag churn risk tiers, and prioritize expansion opportunities, suitable for retention reviews or account planning workflows.

Assess proposed pricing moves by analyzing ARPU/ARPA shifts, conversion and churn risks, NRR/expansion effects, and CAC payback to decide whether a price increase, new tier, discount, or add-on should ship.

Framework for product leaders to calculate SaaS revenue and retention KPIs (MRR, ARR, churn, NRR, quick ratio) so they can diagnose growth, product-market fit, or churn risks and share accurate signals with stakeholders.

This pattern defines a robust, continuous loop structure for autonomous agents. It integrates crucial components like quality gates, evaluation harnesses, and explicit recovery controls. It guides complex workflows by defining decision paths (e.g., PR control, RFC decomposition) and includes strategies to mitigate common failure modes such as infinite loop churn or cost drift, ensuring measurable progress in autonomous systems.

An expert guide for SaaS businesses to reduce both voluntary and involuntary customer churn. This skill helps design structured cancel flows, implement dynamic save offers based on exit surveys, and set up systematic dunning sequences for failed payments. Use it when optimizing customer retention, improving billing recovery, or redesigning the entire cancellation journey.

This skill provides comprehensive strategies and technical blueprints for monetizing digital products, especially SaaS platforms. It covers everything from defining advanced pricing models (freemium, value-based pricing) and optimizing revenue flows (LTV/CAC, churn prevention) to practical Stripe integrations. Use it when you need to set up subscription plans, process webhooks, or implement automated billing cycles for your software.

This router acts as an index and dispatcher for four specialized business and growth skills. It routes requests across the entire B2B lifecycle, covering customer success management (churn risk, expansion), sales engineering (RFP analysis, PoC planning), revenue operations (pipeline forecasting, GTM efficiency), and contract writing. Use this when a growth or revenue request requires determining the correct specialized skill module.

This router aggregates two specialized finance skills: general financial analysis (DCF, ratio analysis, budgeting) and SaaS operational metrics (ARR, LTV, churn). Use this skill when a user's financial request requires determining whether the analysis should focus on traditional statement-level financials or modern subscription-based SaaS performance indicators.

Guides GTM leaders through expansion and retention systems that reduce churn, automate customer success, and optimize net revenue retention via usage triggers, health scoring, and land-and-expand playbooks.

A comprehensive operational guide for support teams to manage complex customer billing workflows. It assists operators in diagnosing billing anomalies, processing refunds, triaging charges, and recovering customer portals. Use this when investigating billing discrepancies, assessing churn risk, or ensuring accurate subscription state and revenue management.