Research

Search and reference Microsoft code samples and SDK documentation

Describes the structure of the Food Journal database that allows to store and read food journal entries

Deep technical assistant for projects that combine Neural Quantum States (FFNN-based) with Sample-based Quantum Diagonalization (SQD). Trigger this skill whenever the task involves: (1) designing or analyzing NQS architectures for quantum chemistry, (2) connecting classical samplers to qiskit-addon-sqd, (3) studying sample-efficiency, bias, and variance in few-sample regimes (e.g. 12-bit / 14-bit H2).

Current state of Claude's memory, context, and Skills architecture as of late 2025. LOAD THIS when discussing context engineering, Skills, userMemories, memory management, context portability across surfaces, or troubleshooting why context isn't loading. Contains experimental findings and observed behaviors NOT in training data.

Enterprise Nextra documentation framework with Next.js. Use when building documentation sites, knowledge bases, or API reference documentation.

Discovers and finds connection details for Model Context Protocol (MCP) servers through research and documentation

Manage research state for SAE feature analysis including hypotheses, evidence tracking, and research history

Use when you notice a pattern that should be in the config. Analyzes current setup, researches best practices, and proposes specific config changes. Also use when asked to improve agent behavior or workflows.

Provide L1-L5 pedagogy layer reference for the AI-Native Robotics Textbook. Use when assigning layers to content, understanding layer requirements, or validating layer progression.

Agent Skill: CKEditor 5 development for TYPO3 v12+. Use when developing custom plugins, configuring RTE presets, or migrating from CKEditor 4. By Netresearch.

Gerar apresentações Beamer LaTeX no padrão UNESP dark mode. Usar quando o usuário pedir para criar slides, apresentações, ou palestras em Beamer/LaTeX. O template usa tema Madrid com cores escuras (fundo RGB 26,26,26), ícones FontAwesome5, e suporte a código Python/outros. Ideal para apresentações técnicas, acadêmicas ou palestras.

Researches topics and trends for blog content with parallel multi-agent execution. USE WHEN orchestrator invokes research phase OR user says 'research topic', 'find trends', 'gather information for blog'.

CV and biographical materials maintenance. Tracks CV updates, triggers regeneration,generates biosketches, and manages research statements.

Expert academic text editing for scientific manuscripts with focus on clarity, precision, and journal-quality standards

Transform abstract goals into concrete, actionable tasks through Socratic questioning and hierarchical decomposition. Use when users need to (1) break down complex projects into manageable parts, (2) clarify vague ideas into specific implementations, (3) generate systematic project structures, (4) explore multiple solution paths, (5) create task hierarchies for any domain (software, business, personal goals, research, construction). Triggers include requests to "break down", "decompose", "plan", "structure", "ideate", "brainstorm systematically", or transform ideas into actionable tasks.

Documentation wizard that intelligently maintains, updates, and generates accurate documentation. Uses Oracle knowledge, searches conversation history, and spawns focused research agents. No hallucinations - only facts with references. Integrates with oracle, summoner, and guardian.

Systematically verify claims in code comments, documentation, commit messages, and naming conventions. Extracts assertions, validates with evidence (code analysis, web search, documentation, execution), generates report with bibliography. Use when: reviewing code changes, auditing documentation accuracy, validating technical claims before merge, or user says "verify claims", "factcheck", "audit documentation", "validate comments", "are these claims accurate".

Multi-phase research orchestration skill for thorough codebase, documentation, and external knowledge investigation

Filter, validate and organize literature search results. LOAD THIS SKILL WHEN: User has search results and needs to "過濾", "篩選", "filter", "選擇文獻" | reviewing search results | narrowing down papers. CAPABILITIES: Relevance filtering, duplicate detection, inclusion/exclusion criteria, Zotero integration.

Research topics by verifying actual source content. Use when asked to research or study links and documentation.