Skill UI

Provides strategic operational guidance for startup VPEs, focusing on maximizing delivery throughput using DORA metrics, optimizing the engineering hiring funnel, designing scalable team structures (squad/tribe), and establishing robust production disciplines. Use when scaling pains hit, delivery slows, or organizational design is unclear.

A throughput-first interrogation tool designed to pressure-test major engineering plans. It rigorously reviews six critical areas—including DORA metrics, cycle time, hiring funnel health, team structure, and production discipline—before committing to delivery milestones, hiring waves, or organizational changes.

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.

A comprehensive guide for performance marketers covering strategy, optimization, and execution across major ad platforms like Google Ads, Meta, and LinkedIn. Learn best practices for campaign structure, audience targeting (lookalikes, retargeting), ad copy frameworks (PAS, BAB), and optimizing key metrics such as CPA and ROAS to drive efficient customer acquisition and scale ad spend.

This skill performs a comprehensive compliance pressure test against the EU AI Act. It systematically assesses any AI system across six critical dimensions: prohibited practices, high-risk classification, conformity assessment, provider role definition, transparency obligations, and systemic risk, ensuring readiness for EU market deployment.

A specialist tool designed to pressure-test AI Management Systems (AIMS) against the ISO 42001 standard. It executes six critical compliance checks, covering scope definition, risk mapping, policy adherence, and framework integration. Essential for pre-certification readiness, annual internal audits, and new system onboarding.

A specialized assistant designed to navigate and accurately retrieve commands and parameters from the offline Alibaba Cloud CLI Chinese documentation mirror. It enforces a strict, hierarchical workflow: first consulting quick usage guides, then checking the main index, and finally drilling down to specific chapter pages. This structured approach ensures all provided information is accurate, evidence-based, and highly relevant to the user's intent.

This guide provides an expert framework for implementing robust analytics tracking, ensuring all data collected is actionable. It covers core principles, event naming conventions, defining key user actions (e.g., signups, purchases), and practical setup using industry tools like GA4 and Google Tag Manager (GTM). Use this when auditing existing tracking, defining conversion funnels, or measuring marketing campaign performance.

A meta-orchestrator designed for compliance teams to manage complex, multi-jurisdictional compliance programs. It automatically selects applicable regulatory frameworks (e.g., ISO 27001, GDPR, EU AI Act, HIPAA), computes control overlap across standards, simulates mock audits, and consolidates evidence into a unified reuse map. Ideal for planning annual audits or achieving multi-certification.

This tool simulates a highly critical compliance officer, forcing rigorous scrutiny on any multi-framework compliance program. It addresses six critical areas: scope definition, evidence overlap, ownership accountability, audit planning, mock audit simulation, and management review cadence. Use it before adopting new standards (like ISO or HIPAA), planning annual audits, or preparing for major certifications to systematically identify gaps and risks.

An operational compliance tool for the EU AI Act (Regulation (EU) 2024/1689). It assists compliance teams with three critical decisions: classifying AI risk tiers (prohibited, high, limited, minimal), planning conformity assessment routes for high-risk systems (Module A vs. Module H), and tracking role-specific obligations for providers, deployers, and importers. Provides article-cited guidance for system intake and regulatory planning.

A comprehensive simulation tool designed to pressure-test medical device manufacturers' Quality System Regulation (QSR) compliance against FDA standards (21 CFR 820). It covers six critical areas: complaint handling, process validation, device history records (DHRs), CAPAs, labeling, and handling of Form 483 observations. Essential for pre-inspection readiness, internal audits, and regulatory submission planning.