Skill UI

This expert framework guides users through the systematic process of conducting rigorous A/B tests and growth experiments. It covers all stages: formulating strong hypotheses, selecting appropriate metrics (primary, secondary, guardrail), calculating necessary sample sizes, and choosing the best implementation method (client-side vs. server-side). Use this when planning to compare two versions or build a systematic growth experimentation program.

This expert framework guides users through designing, optimizing, and measuring viral growth strategies using referral and affiliate marketing. It covers identifying product virality potential, structuring incentives (single/double-sided), designing the sharing loop, and tracking critical metrics like LTV and ROI. Use this when you need to turn existing customers into a sustainable, scalable growth engine.

This skill provides a systematic framework for diagnosing and proposing structural repairs for organizational failures. It moves beyond personal blame by analyzing complex dynamics such as team structures, project bottlenecks, authority chains, and governance gaps. It generates actionable memos and low-risk pilot plans, ensuring solutions address systemic root causes rather than individual shortcomings. Best used when CrossFrame Suite routes explicit organizational tasks.

This comprehensive template helps Product Managers transform chaotic end-of-week data into a structured, actionable, and highly readable weekly report. It guides the review process by covering key metrics movement, shipping progress, identified blockers, customer insights, and defining the top 3 priorities for the coming week, ensuring all stakeholders remain aligned and focused.

Transforms complex raw product metrics into a clear, actionable health narrative. This skill analyzes key performance indicators (KPIs) across the entire user lifecycle—including acquisition, activation, engagement, and retention—against set OKRs and benchmarks. The output is a comprehensive report providing overall health status, key observations, hypothesized root causes for performance dips, and prioritized, actionable next steps with assigned owners.

This template guides the process of turning raw A/B test results, growth experiments, or product feature data into a clear, actionable decision report. It structures the analysis beyond mere metrics by forcing the inclusion of hypothesis, setup details, result interpretation, and a final, justified decision (Ship/Stop/Iterate). Essential for Product Managers and Growth Teams.

This comprehensive template provides a structured framework for creating Product Requirements Documents (PRDs). It guides product managers and teams through defining the core problem, setting measurable success metrics (KPIs), defining feature scope, detailing user stories, integrating design notes, and planning the release rollout, ensuring all phases of product development are fully documented.

Scores a tiered competitor set across nine weighted dimensions with 1-5 rubrics, tension plotting, and evidence-anchored profile cards for defensible competitive benchmarks.

A comprehensive skill set for senior transportation managers overseeing a large, multi-modal carrier portfolio. It covers the full lifecycle of carrier engagement, including sourcing, compliance checks (FMCSA SAFER), executing complex RFPs, negotiating granular rate components (linehaul, FSC, accessorials), and establishing performance scorecards. Use this skill to optimize logistics costs, mitigate supply chain risks, and ensure consistent service quality across varied freight types.

Used to verify the actual billing reality, revenue, and pricing mechanics—such as team billing, quotas, and refunds—based on underlying product code, rather than sales documents or simple customer fixes. This skill separates billing facts, customer impact, and the true product implementation logic.

This tool provides a comprehensive framework for designing rigorous A/B and multivariate experiments. It guides users through defining hypotheses, calculating statistically necessary sample sizes (handling absolute vs. relative MDE), designing variants, setting metrics, and creating detailed monitoring and stopping rules for CRO experimentation.

This comprehensive dashboard aggregates critical health metrics across all client brands in an agency portfolio. It provides a single-view snapshot of campaign status, budget pacing, KPI attainment, content pipeline, and team utilization, essential for leadership standups and weekly agency reviews.