PacktPublishing

Use this skill when the user wants to audit their work week, identify tasks to automate, set up AI tools with custom instructions, decide which AI tool to use for which task, or configure their AI workbench. Triggers on phrases like "audit my week", "what…

Use this skill when the user wants to complete their first AI-assisted task, needs a guided walkthrough for email drafting, meeting summarisation, or memo writing, or says things like "help me try AI on a real task", "first time using AI for work", "draft…

Use this skill when the user wants to process their email, triage their inbox, draft email replies, handle a difficult email, follow up on a deliverable, decline a meeting, send a status update via email, or manage email in batch. Triggers on phrases like…

Use this skill when the user wants to prepare for a meeting, generate a pre-meeting brief, process a meeting transcript, create a meeting summary or packet, extract action items from a meeting, create tasks from a meeting, set up recurring meeting automation,…

Use this skill when the user wants to research a topic, compare options, analyse competitors, investigate a problem, understand trends, produce a research brief, or needs sourced information with citations. Triggers on phrases like "research this", "compare…

Use this skill when the user wants to write a report, proposal, memo, status update, client summary, or any business document, turn raw notes into a polished document, generate a document from meeting packets or research, or run a document generation chain.…

Use this skill when the user wants to extract action items or tasks from meetings, emails, documents, or messages, track commitments, run a weekly task sweep, reconcile their task portfolio, or check for untracked work. Triggers on phrases like "extract…

Use this skill when the user uploads a spreadsheet, CSV, or data file, asks to clean data, analyse numbers, create charts, summarise survey results, compare budgets to actuals, calculate variance, or work with any tabular data. Also triggers when they ask to…

Orients readers in the companion repository of the book "Applied AI in Cyber Threat Intelligence" (Packt): chapter folder layout, the per-chapter venv and requirements pattern, GOOGLE_API_KEY .env setup and costs, which chapters need no key, recovering…

Guides the Chapter 4 lab of the book "Applied AI in Cyber Threat Intelligence" (Packt): the Python-foundations notebook Chapter_4_Work.ipynb — pandas, ydata-profiling EDA, threading vs multiprocessing, scikit-learn classification, Monte Carlo simulation. Use…

Guides the Chapter 6 lab of the book "Applied AI in Cyber Threat Intelligence" (Packt): the two-agent ADK Intelligence Requirement Evaluator (my_agent) and the grid-search notebook "Chap 6 Simulations.ipynb". Use when setting up adk web for chapter-06/,…

Guides the Chapter 7 (Collection stage) lab of the book "Applied AI in Cyber Threat Intelligence" (Packt): the three-agent ADK collection-plan pipeline and "Chap 7 Simulations.ipynb" (grid search, ground-truth eval, judge calibration). Use when running…

Guides the Chapter 8 (Processing stage) lab of the book "Applied AI in Cyber Threat Intelligence" (Packt): the corroboration-brief pipeline with deterministic rule checker and "Chap 8 Simulations.ipynb". Use when running chapter-08/ code, interpreting the…

Guides the Chapter 9 (Analysis stage) lab of the book "Applied AI in Cyber Threat Intelligence" (Packt): the SAT-scaffolding pipeline and "Chap 9 Simulations.ipynb". Use when running chapter-09/ code or evals — ALWAYS read before the ground-truth eval: the…

Guides the Chapter 10 (Production stage) lab of the book "Applied AI in Cyber Threat Intelligence" (Packt): the argument-map pipeline and "Chap 10 Simulations.ipynb" with its keyless NetworkX/Plotly visualization section. Use when running chapter-10/ code,…

Guides the Chapter 11 (Dissemination stage) lab of the book "Applied AI in Cyber Threat Intelligence" (Packt): the need-to-know stakeholder-routing pipeline and "Chap 11 Simulations.ipynb". Use when running chapter-11/ code or evals, reconciling the judge…

Return Heads or Tails for coin toss or simple two-choice requests

Summarize uploaded text, markdown, or notes into clear key points, action items, and a concise overview. Use when the user provides document content and wants a compact, readable summary.

Explain JWT payloads, claims, roles, issuer, audience, and expiration in plain language.

Transform a single sentence into a lyrical three-line haiku that preserves the original emotional core through vivid imagery and graceful language.

Review Razor components for readability, accessibility, maintainability, and Blazor best practices. Use when the user provides Razor markup or a Blazor component and wants feedback or improvement suggestions.

The team-standard "how we ship" capability. Run any well-formed feature issue through the delivery loop's five recurring capabilities — Discover, Plan, Execute, Verify & Recover, Complete — with a human gate before Execute (approve the plan) and after…

Scaffold and build multi-agent AI applications using Microsoft Agent Framework SDK with Azure OpenAI. USE FOR: create agent app, build multi-agent pipeline, scaffold agent project, add agents to Flask app, create AI-powered web app with agents, build agent…

Pick and scaffold the right Microsoft Agent Framework (MAF) orchestration pattern — sequential, concurrent, group chat, magentic, or handoff — for a multi-agent project. USE FOR: choosing an orchestration pattern, scaffolding a MAF workflow, designing…

Scaffold a new marketing-campaign capability inside `cmo-marketing-campaign/` using the team's standard MAF patterns: content-generation agents, sequential pipelines, channel adapters (email / Instagram / TikTok / LinkedIn / new channels), localization flows,…

Migrates RxSwift networking code to native Swift async/await. Use when refactoring Observable-based API code, removing RxSwift dependencies, or modernizing to Swift Concurrency.

Migrates runtime-based dependency injection using Swinject to compile-time–oriented dependency injection using Factory. Use when refactoring DI containers, composition roots, and dependency lifetimes in a Clean Architecture–oriented Swift project.

Cleans and maintains Package.swift files in a Clean Architecture–oriented Swift project. Use when removing obsolete dependencies, refactoring module graphs, or enforcing architectural conventions encoded in Package.swift.

Score a partial tech-sector trim trajectory. Use when asked to evaluate how close a trajectory is to the target reduction at acceptable cost.

Write a one-sentence reflection on a failed tech-sector trim. Use when a trajectory ended short of its target exposure reduction.

Analyze a public website using Playwright MCP to identify navigation structure, topic discovery paths, visible content areas, and search behavior. Use this for public website exploration and structured page analysis.

Analyze a public website using Playwright MCP to identify navigation structure, topic discovery paths, visible content areas, and search behavior. Use this for public website exploration and structured page analysis.

Django backend development with DRF, service layer architecture, PostgreSQL, and production-ready patterns. Use for building APIs, models, views, serializers, and tests in Django projects.

Django backend development with DRF, service layer architecture, PostgreSQL, and production-ready patterns. Use for building APIs, models, views, serializers, and tests in Django projects.

Stage, commit, and push git changes with conventional commit messages. Use when user wants to commit and push changes, mentions pushing to remote, or asks to save and push their work. Also activates when user says "push changes", "commit and push", "push…

Diagnose an ImagePullBackOff or ErrImagePull and propose a fix by opening a pull request that corrects the container image tag in the Deployment manifest. Use this skill when the user reports that a workload is failing to pull its image, or when the user…

Use this skill when writing match reports for our football site.

Creates and iterates on p5.js (p5js) creative-coding sketches in the browser: 2D/3D canvas, animation loops, input (mouse/keyboard/touch), vectors/math utilities, and basic game-like interactions. Use when the user mentions p5, p5.js, p5js, creative coding,…