Skill UI

Guided workflow for turning PM notes or rough drafts into compliant repo skills, covering draft generation, validation checks, README updates, and optional packaging so every submission passes the repo standards.

Guides teams through writing Mike Cohn‑style user stories with Gherkin acceptance criteria so product needs become actionable, testable development work with shared understanding.

Coaches directors and senior product leaders through the leap to VP or CPO by diagnosing where they are in the journey, surfacing the unique constraints at that level, and offering adaptive questions and practical coaching tailored to preparing, interviewing, landing, and recalibrating.

This skill acts as a professional performance creative director, specializing in generating, refining, and scaling ad copy for major paid advertising platforms (Meta, Google, LinkedIn, etc.). Use it when you need to write compelling ad copy, generate multiple headlines, iterate based on performance data (CTR, CVR), or adapt content across different funnel stages (Awareness, Consideration, Decision). It focuses purely on the compelling *copy*, not the overall campaign strategy.

Guides building production-grade LLM-as-judge evaluation systems by defining scoring and pairwise comparison setups, bias mitigation, and metric choices for automated and human-aligned quality assessment.

Designs and optimizes AI agent execution by defining action spaces, tools, observation formats, recovery contracts, and context-budget strategies to boost completion rates and reliability.

A comprehensive protocol defining communication rules and orchestration patterns for multi-agent C-suite teams. It structures complex cross-functional analyses, simulates board meetings, and enforces hard rules—such as depth limits and loop prevention—to ensure consistent, verifiable, and non-circular business insights.

Guides agentic engineering efforts where AI agents execute implementation while humans focus on risk-aware evaluation, breaking work into verifiable units, routing models by complexity, and tracking costs and regression checks.

Guides engineering teams working with AI-assisted code generation to prioritize planning, measurable coverage, resilient architectures, and behavior-focused reviews for safe, reliable delivery.

Guides Claude into ultra-granular, line-by-line analysis before hunting vulnerabilities, enforcing first principles, 5 Whys/Hows, and explicit mental models to map invariants, assumptions, and flows across functions and external calls for secure architecture reviews.

Guides a step-by-step AWS MCP setup for infrastructure teams needing a managed control plane with governance, covering prerequisites, account links, and automation hooks so operators can launch compliant clusters quickly.

Enforces Tailwind-based UI guardrails by validating animation timing, typography scale, accessibility, and layout patterns before reviewing or shipping components, keeping React views compliant with design intent.