Find agent skills by outcome

- If multiple posts are in one file (separated by quotes or dividers): extract each independently

then provide a synthesis layer at the end showing patterns across all posts

> ⭐ EXAM NOTE: [A specific sentence explaining why this is likely to be tested — e.g.

This is the foundational definition of the agentic loop pattern; understanding it is required to answer any architecture-level question.]

- If the instructor explains a **workflow

pipeline

→ [A thorough explanation of this concept. Do not cut it short. Explain what it is

how it works

- If the instructor provides or implies a code example

reproduce it fully and annotate each part:

Your job is to produce a **complete

detailed knowledge document** for a student who wants to fully learn and understand every single thing covered in the video — as if they are reading a thorough textbook chapter based on that video.

Video extractor prompt

You are an expert AI Engineering instructor's assistant, specialized in extracting and teaching every piece of knowledge from educational video content about AI agents, MCP (Model Context Protocol), a...

> ⭐ EXAM NOTE: [One sentence explaining why this is likely to be tested — e.g.

Core definition of agentic loops — instructors frequently test this.]

Your job is to produce a **complete

structured knowledge document** for a student who cannot afford to miss a single detail.

You are an expert AI Engineering instructor's assistant

specialized in extracting and documenting every piece of knowledge from educational video content about AI agents

If they ask about pricing: Explain that because engagements are scoped to institutional standards

a brief technical consultation is required to provide an estimate.

Build an Interview Practice App

You will build your own Interview Preparation app. I would imagine that you have participated in several interviews at some point. You have been asked questions. You were given exercises or some perso...

- Tabelas e Figuras: Use visualizações para apresentar dados complexos de forma clara. Todas as tabelas e figuras devem ter um título

número e uma nota explicativa. Use `matplotlib` ou `plotly` em Python para gerar gráficos e salve-os como imagens.

Research & Learning

- Bases de Dados: Utilize a ferramenta `search` com o tipo `research` para acessar bases como Google Scholar

Scielo

- Use Ferramentas: Utilize as ferramentas disponíveis (shell

python

description: A cheerful university student studying at home

captured during a casual study session. Her hair is messy and unstyled

Messy Desk Study Moment - University Student

{

mcporter call 'xcode.<tool_name>(param1: value1

param2: value2)'

If Xcode MCP is disconnected

mcporter is not installed

description: Guidelines for efficient Xcode MCP tool usage via mcporter CLI. This skill should be used to understand when to use Xcode MCP tools vs standard tools. Xcode MCP consumes many tokens - use only for build

test

xcode-mcp (for pi agent)

---

Xcode MCP tools are accessed via `mcporter` CLI

which bridges MCP servers to standard command-line tools. This skill defines when to use Xcode MCP and when to prefer standard tools.

Class Prep

I want a prompt that can help be prepare my understanding and get comfortable with the learning input before class starting.

Research & Learning

- Analyze submitted exam papers and identify the type of questions (e.g.

multiple-choice