Research

Research events from Instagram and Facebook for local newsletter. Use when scraping event sources, downloading flyer images, or extracting event details.

This skill should be used when the user asks to "write a law review article", "draft a legal paper", "edit legal writing", "review my legal article", "write for a journal", "format footnotes", or needs guidance on academic legal writing. Based on Volokh's "Academic Legal Writing" with law-review-specific structure and evidence handling.

Add shadcn/ui components to this project. Use when user mentions "add component", "install shadcn", "need a dialog/button/card", or references ui.shadcn.com.

Guide for building mobile UI with HeroUI Native components. Use when implementing React Native / Expo mobile interfaces, creating mobile components, or when the user mentions "heroui", "heroui-native", "mobile UI", or asks to build mobile app screens. This skill ensures proper reference to HeroUI Native's example app showcases before implementation.

Generate rich visualizations for fractal horn design. Use when rendering 3D geometry,creating acoustic plots, animating simulations, building dashboards, or producingpublication-quality figures. Central visualization hub for all SFH-OS agents.

Guide for creating effective skills, adding skill references, skill scripts or optimizing existing skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, frameworks, libraries or plugins usage, or API and tool integrations.

Create pre-registration documents for research transparency. Use when: (1) Before data collection, (2) Grant submissions, (3) Ensuring reproducibility, (4) Meeting open science standards, (5) Preventing HARKing.

This skill should be used when users request research on any topic that requires web search, source analysis, and structured documentation saved to a file. It provides a systematic workflow for gathering information from multiple web sources, synthesizing findings into a comprehensive document, and saving results to a user-specified file path. This is a general-purpose research skill that works across all domains and languages.

Comprehensive Python testing best practices, pytest conventions, test structure patterns (AAA, Given-When-Then), fixture usage, mocking strategies, code coverage standards, and common anti-patterns. Essential reference for code reviews, test writing, and ensuring high-quality Python test suites with pytest, unittest.mock, and pytest-cov.

Calculate and interpret effect sizes for statistical analyses. Use when: (1) Reporting research results to show practical significance, (2) Meta-analysis to combine study results, (3) Grant writing to justify expected effects, (4) Interpreting published studies beyond p-values, (5) Sample size planning for power analysis.

Validate AgentConfig definitions for the Agent Framework. Use when creating or modifying agent configurations to ensure correct structure, valid tool references, and proper sub-agent composition. Validates TypeScript interfaces and Python Pydantic models.

Creates evidence-based, accessible UI/UX designs that avoid AI homogenization. Applies research-backed typography, color theory, layout systems, and WCAG compliance. Use when designing web interfaces, applications, or any digital product requiring professional design quality.

Researches and identifies potential customers, leads, and business opportunities for your product or service. Analyzes your offering, finds relevant companies and decision makers, provides contact information, and suggests outreach strategies. Use when looking for leads, researching target customers, identifying decision makers, or planning sales outreach.

Senior Legal Counsel with 20+ years experience in corporate law. Use for legal advice, contract drafting, compliance checks, data protection (GDPR/CCPA), employment law, or risk assessment. Auto-triggers penalty warnings and statute citations. Adapts to user's jurisdiction.

Use when editing or polishing abstracts for top-tier journals (Nature, Cell, Science) - provides 8-part structural framework, declarative statement patterns, and impact framing for 150-250 word CNS-quality abstracts

Personalize textbook chapter content for logged-in users based on their background, preferences, and learning style collected during signup.

Modern Rust features from versions 1.80-1.92. Use when writing new code, reviewing for modern idioms, or upgrading codebases to use latest stable features. Reference for what's available in Rust 1.92.

Hypera Azure AKS infrastructure reference. Use when user mentions cluster names (cafehyna, loyalty, sonora, painelclientes), needs kubeconfig paths, asks about spot tolerations, cert-manager issuers, or resource definition policies. Critical: Hub cluster Azure name differs from developer name.

Custom Hypothesis strategy patterns for property-based testing. Activated when designing test data generators or property tests.

Build step-by-step plans grounded in evidence and research. Use when the user asks for a plan, roadmap, steps, or strategy for code, data, or pipeline work.