Research

Prettier configuration validation and templates for package.json "prettier" field in MetaSaver monorepos. Includes 4 required standards (prettier field in package.json with string reference only, no separate prettierrc files, prettier in devDependencies, required npm scripts format and format:check). Use when creating or auditing Prettier configs to ensure consistent code formatting via shared library.

Comprehensive Django best practices covering project structure, models (field choices, Meta options, managers, QuerySets, migrations), views (CBVs vs FBVs, generic views), Django REST Framework (serializers, ViewSets, permissions), forms, templates, security (CSRF, XSS, SQL injection), performance (N+1 queries, select_related, prefetch_related, caching), testing, and common anti-patterns. Essential reference for Django code reviews and development.

ALWAYS use for ANY C# operation: renaming (files/classes/methods/properties/namespaces), finding references/usages ("where is X used"), finding definitions ("where is X defined"), understanding code structure (hierarchies/dependencies/relationships). Roslyn-powered semantic analysis ensures all references are updated correctly across the entire solution.

Configures 1Password CLI with direnv for fast secret loading using op-run pattern. Activates for: 1Password + direnv setup, slow secrets (>2 sec), environment variables from 1Password, .env.op files, op:// references, or migrating from multiple op-read calls to single op-run.

Use when reviewing code, PRs, or discussing code quality standards. Applies team coding standards and review methodology.

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.