Pesquisa e Web

IBM quantum computing framework. Use when targeting IBM Quantum hardware, working with Qiskit Runtime for production workloads, or needing IBM optimization tools. Best for IBM hardware execution, quantum error mitigation, and enterprise quantum computing. For Google hardware use cirq; for gradient-based quantum ML use pennylane; for open quantum system simulations use qutip.

Propor de 3 a 8 campos de pesquisa candidatos com base no ActorProfile completo. Quando o usuário deseja explorar além de sua pilha atual, utilize outros sinais do ActorProfile (intencionalidade, limite) para determinar o espaço de exploração, permitindo exploração livre dentro do limite.

User research skills from Lenny's Podcast - interviews, surveys, feedback analysis, usability testing

Analyze prompts for constraint complexity, audit failure risks, and generate optimized rewrites for Claude and GPT. Based on "How LLMs Follow Instructions" (Rocchetti & Ferrara, 2026) constraint taxonomy research. Use when reviewing prompt files, optimizing prompt bases, or auditing instruction quality. Trigger phrases — "analyze prompt", "prompt audit", "optimize prompts", "constraint analysis",

Converte todo o contexto acumulado em uma declaração de Estrela Guia cristalizada e um Resumo de Pesquisa estruturado, realizando uma autoavaliação antes de apresentar ao usuário. Use como a tática final em qualquer modo de início, onde tudo se converge.

领域地貌测绘 — 从一个领域名或研究方向出发，产出结构化的领域地图（研究纲领 → 核心争议 → 演化脉络 → 开放问题 → 入门推荐）。三阶段流水线：侦察 → 测绘 → 撰述。当用户想要了解某个领域的全貌、快速进入一个新研究方向、找一篇综述式的领域地图、或者问"X 领域现在是什么状态"时使用。

Lint e melhora arquivos de contexto de agentes de IA (CLAUDE.md, AGENTS.md, .cursorrules, COPILOT.md) com base em pesquisa empírica. Use ao revisar, auditar ou criar arquivos de contexto.

Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to find papers, verify citation information, convert DOIs to BibTeX, or ensure reference accuracy in scientific writing.

Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner). Features professional LaTeX formatting, extensive visual generation with scientific-schematics and generate-image, deep integration with research-lookup for data gathering, and multi-framework strategic analysis including Porter Five Forces, PESTLE, SWOT, TAM/SAM/SOM, and BCG M

Create and edit JSON Canvas files (.canvas) with nodes, edges, groups, and connections. Use when working with .canvas files, creating visual canvases, mind maps, flowcharts, or when the user mentions Canvas files in Obsidian.

Entender quais recursos o usuário tem disponíveis para pesquisa — computação, cronograma, colaboração, acesso a dados, ambiente experimental. Cada item aceita 'TBD' como resposta válida.

Access USPTO APIs for patent/trademark searches, examination history (PEDS), assignments, citations, office actions, TSDR, for IP analysis and prior art searches.