Skill UI

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 guide details how to configure Microsoft Entra Privileged Identity Management (PIM) to enforce Zero Trust principles. It converts standing, permanent privileged roles into eligible, time-bound assignments, requiring mandatory justification, MFA, and approval workflows before activation. Ideal for achieving strict role-assignment auditing and comprehensive identity governance in hybrid cloud environments.

A comprehensive tool for identifying poisoned training data, backdoored ML models, and supply-chain compromises. It leverages IBM's Adversarial Robustness Toolbox (ART) for activation clustering and spectral signature analysis, uses Cleanlab for label quality checks, and enforces integrity via weight-hash verification and safetensors. Essential for securing ML pipelines before training, deployment, or during supply chain audits.

Orchestrates the complete, multi-channel launch process for an approved campaign plan. This skill manages all launch dependencies—from pre-launch checklist validation and asset readiness checks (PR, content, creative) to sequential activation across paid ads, organic channels, email automation, and CRM record creation. It ensures a clean, coordinated 'go live' event, coordinating all aspects beyond just paid advertising.

This guide outlines a structured, step-by-step onboarding process designed to establish trust and ensure user comfort. It systematically builds rapport, establishes administrative authority, and then guides the user to provide necessary credentials (like API keys and passwords) required to finalize the system setup. Ideal for initial user activation flows.

Activates a Power Pages website in a Power Platform environment via the REST API. Covers checking prerequisites, gathering site parameters, confirming with the user, running the provisioning script, and polling status. Use when the user wants to enable or provision a Power Pages site or portal.

Implement feature flags for progressive feature rollout using LaunchDarkly, Unleash, or custom solutions. Covers SDK setup, targeting rules, activation strategies, and database-backed implementations for controlled software releases and A/B testing.

Comprehensive guide for creating and managing skills in Claude Code with auto-activation system. Covers two-hook architecture, skill types (guardrail/domain), configuration files, and enforcement levels following Anthropic best practices including 500-line rule and progressive disclosure pattern.

This tool audits the activation metadata of coding skills used by AI agents. It grades skills (A-F) based on description clarity, simulates which skill a prompt will trigger, and identifies metadata collisions where one skill might silently overshadow another. It is essential for ensuring robust, predictable, and reliable AI agent behavior during development and CI processes.

Create, manage and monitor systemd services and timer units on Linux. Covers unit file authoring, dependencies, socket activation, resource limits, security hardening, journalctl logs and production service debugging.