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Video Processor
Process video files with audio extraction, format conversion (mp4, webm), and Whisper transcription. Use when user mentions video conversion, audio extraction, transcription, mp4, webm, ffmpeg, or whisper transcription.
pyhealth
PyHealth provides a specialized Python toolkit for healthcare machine learning with clinical datasets, prediction tasks, and medical coding. It offers standardized interfaces for EHR data, implements healthcare-specific models like RETAIN, and includes fairness evaluation tools for clinical deployment.
using-tw-team
Specialized agents for technical documentation tasks including functional guides, API references, and quality reviews. Provides clear dispatch patterns, voice/tone standards, and integration with development teams. Follows an orchestrator model where users delegate to specialized writers rather than writing manually.
apply-mantel-styles
Provides detailed Mantel brand styling rules for diagrams and frontend components. Includes Mermaid theme definitions, CSS variables, component guidelines, and Tailwind config. Helps maintain visual consistency across technical documentation and UI implementations.
repo-analyzer
Analyzes GitHub repositories to assess structure, documentation, dependencies, and contribution patterns. Provides health reports with specific recommendations like adding missing files or updating outdated dependencies.
mockup-extraction
Extract reusable components from approved HTML mockups during implementation. Identifies patterns, maps CSS to Tailwind, and populates prototype-patterns.md for visual fidelity. Use at start of /implement for UI-first features.
anti-ai-validator
Detects and removes AI-generated text patterns in Korean writing. It scans for overused phrases like '~를 넘어', repetitive vocabulary, and unnatural sentence structures. Provides specific replacements and a step-by-step correction workflow to make content sound more human.
writing-openrewrite-recipes-js
This skill provides templates, guides, and examples for writing OpenRewrite recipes in TypeScript to automate code transformations. It covers visitor patterns, template matching, testing, and recipe registration. It clearly defines when not to use it and offers a structured workflow.
ebfe-validator
A specialized validation tool for HEC-RAS eBFE/BLE models that systematically checks file references, path validity, and data accessibility to ensure models are runnable and automation-ready.
executing-remote-plans
Enables distributed execution of HEC-RAS hydraulic models across multiple machines using PsExec, Docker, or SSH. Handles worker initialization, queue scheduling, and result aggregation for parallel processing. Specifically addresses GUI application requirements with session-based execution.
dbt-modeling
Provides structured templates and patterns for writing dbt models across bronze, silver, and gold layers. Includes CTE patterns, staging rules, and materialization guidance with concrete SQL examples for common data modeling scenarios.
medical-research
This skill fetches recent PubMed papers on biomedical topics and generates structured summaries in plain English. It follows a clear template, defines technical terms, and includes disclaimers. It requires local Python script execution.
wordpress-plugin-core
Provides essential WordPress plugin development patterns with strong focus on security fundamentals. Covers unique prefixing, capability checks, input sanitization, nonce implementation, and prepared SQL statements. Includes practical code examples for common tasks like form handling and AJAX requests.
moai-lang-flutter
A Flutter/Dart development assistant focused on modern patterns (Dart 3.5+, Flutter 3.24+). It provides concrete code examples for Riverpod state management, go_router navigation, platform channels, and performance optimization. The skill includes testing frameworks and memory management guidance.
moai-library-mermaid
This skill enables Claude Code to generate Mermaid diagrams across 21 types using MCP Playwright for SVG/PNG rendering. It provides syntax examples, best practices, and integrates with MoAI-ADK workflows for architecture planning and documentation. Requires Node.js and Playwright setup.
langchain4j-ai-services-patterns
A comprehensive skill for building type-safe, declarative AI services in Java using LangChain4j patterns, offering excellent practicality and maintainability for Java developers implementing AI features.
social-media-post
Generates platform-specific social media posts for Threads, X, and LinkedIn with algorithm-aware formatting, character limits, and engagement tactics. Provides multiple variants, metadata like posting times, and follows 2025 platform best practices. Focused on Navigator marketing automation.
code-review-excellence
Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. Use when reviewing pull requests, establishing review standards, or mentoring developers.
pathml
PathML is a Python toolkit for computational pathology that handles 160+ slide formats, provides nucleus detection and tissue segmentation, builds spatial graphs for analysis, and supports training ML models like HoVer-Net. It includes specialized workflows for multiplex imaging data from CODEX and Vectra platforms.
docs-consistency-checker
Validate consistency across SEED Design component documentation layers (design guidelines in ./docs/content/docs/components, Rootage specs in ./packages/rootage/components, and React docs in ./docs/content/react/components). Use when auditing documentation completeness, before releases, or validating new component docs.
esm
Provides access to ESM3 generative protein models and ESM C embedding models for protein sequence generation, structure prediction, inverse folding, and function annotation. Supports local model usage and cloud-based Forge API with clear examples for different workflows including chain-of-thought refinement and batch processing.
Plugin Structure
This skill should be used when the user asks to "create a plugin", "scaffold a plugin", "understand plugin structure", "organize plugin components", "set up plugin.json", "use ${CLAUDE_PLUGIN_ROOT}", "add commands/agents/skills/hooks", "configure auto-discovery", or needs guidance on plugin directory layout, manifest configuration, component organization, file naming conventions, or Claude Code plugin architecture best practices.
shap
Provides detailed guidance for using SHAP to explain machine learning model predictions. Covers explainer selection, visualization generation, and common workflows for debugging and analysis. Includes code examples for tree models, neural networks, and black-box approaches.
bap-identity
Manage BAP (Bitcoin Attestation Protocol) identity files using bap-cli. This skill should be used when users need to create, decrypt, list, or extract BAP identity backups, work with .bep encrypted files, or generate test fixtures for Playwright tests involving BAP identities.