Research

Research latest library documentation, industry best practices, and technical knowledge to automatically generate project-level skills. Use when asked to: (1) Research and create a skill for a library/framework, (2) Build a skill based on architectural patterns, (3) Generate skills from technical research, (4) Create domain-specific technical skills from web research, or (5) Any request combining research with skill creation.

Optimize educational content specifically for Google NotebookLM processing, book generation, quiz creation, and flashcard development with enhanced metadata, cross-references, and AI-friendly formatting.

Keyword research for UK local service businesses. Generates silo-compatible keyword map. Binding input for heading-tree and internal-linking skills.

Quick reference guide for developing with hua-ux framework

Frontend development standards for Ellie's projects. Use when building frontend interfaces, components, pages, or applications. Enforces tech stack preferences (Leptos > HTMX/SolidJS > React, modern vanilla CSS, no Tailwind) and accessibility-first development. Always apply these standards unless they conflict with an existing project's established patterns.

Deep research and library/documentation lookup using Tavily, Context7, DeepWiki, and Sequential Thinking.

Extracts and analyzes competitor ads from ad libraries (Facebook, LinkedIn, TikTok, Google). Use when researching competitor messaging, creative patterns, campaign strategies, or ad inspiration. Ch...

Execute systematic feature development using EPIC methodology (Explore, Research, Plan, Validate, Implement, Review, Iterate). Use when building features, implementing complex tasks, or following structured development workflows. Delegates exploration, research, planning, validation, and review to specialized agents.

Reference for configuring tool permissions when launching Claude Code agents. Use when setting up --allowedTools flags, restricting file access, or configuring agent permissions.

Standard collection development workflow for discovering, evaluating, and acquiring scholarly materials for the library collection

Standards for efficient information gathering and synthesis. Focuses on speed, summarization, and archival.

Manage Gemini Deep Research API quotas with rate limiting, exponential backoff, and client-side tracking. Use when handling API quota errors, implementing rate limiting, batch job submission, or when asked about quota limits, rate limiting, throttling, or API quotas.

Prepare an experiment brief outlining hypothesis, design, success metrics, and operational plan.

Build MCP (Model Context Protocol) servers for CasareRPA integrations using Python FastMCP. Covers server structure, tool design, error handling, and RPA-specific patterns. See references/ for detailed guides. Use when: creating MCP servers, tool design, error handling, RPA-specific patterns, FastMCP, Context logging, lifespan hooks.

Systematically diagnoses and fixes failures through hypothesis-driven investigation. Auto-activates when user reports something broken, failing, erroring, not working, crashed, or buggy. Spawns debugger agent for binary search isolation and minimal reproduction.

Master user research methodologies, customer interviews, persona development, and journey mapping. Understand customer problems deeply before building.

Strategic publication planning and venue selection for research

Conduct quantitative synthesis through meta-analysis. Use when: (1) Combining effect sizes across studies, (2) Systematic review synthesis, (3) Calculating summary effects, (4) Assessing heterogeneity.

This skill should be used when creating a new experiment, starting lab notebook, recording experimental results, documenting observations, or exporting notebooks to PDF/typst. Triggered by requests like "start experiment", "create lab notebook", "record results", "新しい実験を始める", "export notebook to PDF", "typst出力", "PDFに変換", or "notebook to PDF". For PDF export, use scripts/notebook_to_pdf.sh (pandoc + typst).

Master API documentation creation including OpenAPI/Swagger specifications, REST endpoint documentation, authentication flows, and error handling guides. Use this skill when documenting APIs, creating endpoint specifications, or writing API reference guides.