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Defines service level objectives, creates error budget policies, designs incident response procedures, develops capacity models, and produces monitoring configurations and automation scripts for production systems. Use when defining SLIs/SLOs, managing error budgets, building reliable systems at scale, incident management, chaos engineering, toil reduction, or capacity planning.

Use when building React 18+ applications in .jsx or .tsx files, Next.js App Router projects, or create-react-app setups. Creates components, implements custom hooks, debugs rendering issues, migrates class components to functional, and implements state management. Invoke for Server Components, Suspense boundaries, useActionState forms, performance optimization, or React 19 features.

Manage your NewsBlur account directly from the terminal with the NewsBlur CLI. It allows you to read feeds, search stories, save/share articles, train classifiers, discover new feeds, and automate workflows, ideal for managing subscriptions or building news-reading scripts.

Manage your NewsBlur from the terminal. The NewsBlur CLI allows you to read feeds, search stories, save and share articles, train intelligence classifiers, discover new feeds, and automate workflows.

Apply the 10-principle thinking loop (OBSERVE-OBSERVE-LISTEN-THINK-CONNECT-CONNECT-FEEL-ACCEPT-CREATE-GROW) to any non-trivial problem. Walks Claude through external observation, metacognition, active listening, first-principles analysis, lateral connection, system orchestration, intuition, intellectual humility, generative output, and iterative growth. Triggers on: think this through, 10-principl

Answer questions using the Obsidian wiki vault. Reads hot cache first, then index, then relevant pages. Synthesizes answers with citations. Files good answers back as wiki pages. Supports quick, standard, and deep modes. Triggers on: what do you know about, query:, what is, explain, summarize, find in wiki, search the wiki, based on the wiki, wiki query quick, wiki query deep.

A/B test design and experiment planning for paid advertising. Structured hypothesis framework, statistical significance calculator, test duration estimator, sample size calculator, and platform-specific experiment setup guides (Meta Experiments, Google Experiments, LinkedIn A/B). Use when user says A/B test, split test, experiment design, test hypothesis, statistical significance, sample size, or

Guide teams through Lean UX Canvas v2. Use when framing a business problem, surfacing assumptions, and defining what to learn next.

Design a new PM skill through guided conversation. Use when you have raw content or an idea and want to shape it into a compliant skill.

Structure a spoken PM product-sense answer, incorporating assumptions, segmentation, pain-point prioritization, and MVP tradeoffs. Apply this when practicing design, improve, or build-next interview questions.

This skill should be used when the user asks to "create bash scripts", "automate Linux tasks", "monitor system resources", "backup files", "manage users", or "write production shell scripts". It provides ready-to-use shell script templates for system administration.

This skill should be used when the user asks to "analyze network traffic with Wireshark", "capture packets for troubleshooting", "filter PCAP files", "follow TCP/UDP streams", "detect network anomalies", "investigate suspicious traffic", or "perform protocol analysis". It provides comprehensive techniques for network packet capture, filtering, and analysis using Wireshark.