viral-content-predictor
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academic-chapter-writer
Comprehensive academic textbook chapter writing system for medical/scientific content. Use when the user wants to: (1) Write a full textbook chapter (5,000-15,000 words) on any medical/scientific topic, (2) Generate a detailed table of contents with section word counts, (3) Research topics via PubMed MCP and compile 20-30 references, (4) Write section-by-section with proper citations in Vancouver format, (5) Create publishable academic content with Eric Topol-inspired voice and authentic human prose, (6) Get approval at TOC stage before writing begins, (7) Export well-structured chapters for textbook publication.
infographic-copy
Transforms research and knowledge base material into information-dense infographic copy—clear, scannable, authoritative, and reference-worthy. Use when converting clinical algorithms, decision trees, comparison data (drug vs drug, treatment options), trial results, myth vs truth content, patient preparation guides, checklists, or sequential process workflows into structured copy ready for single-image infographic formats. Supports multiple infographic types including hero stats, dense multi-section layouts, side-by-side comparisons, myth-busters, step-by-step processes, and patient checklists. Outputs structured copy with compressed noun-heavy phrasing, specific numbers, trial citations, and JSON-formatted handoff data for downstream infographic generation.
system-awareness
Manages all other skills by detecting capability gaps, proposing new skills, and keeping the system registry in sync. Use when the user encounters something the system cannot do, wants to log a capability gap, review the skill backlog, propose or build a new skill, analyze recurring unmet needs, or run sync pipelines to update context files (CLAUDE.md, GEMINI.md, AGENTS.md) after skill changes.
visual-design-system
Publication-grade design tokens and utilities for Nature/JACC/NEJM quality graphics. Use when generating charts, infographics, animations, or any visual content that requires medical-journal-grade color palettes, typography, accessibility-validated contrast ratios, and consistent branding. Provides Python token APIs, colorblind-safe palettes, G2 chart templates, AntV infographic templates, Vizzu animation presets, and Manim integration for animated medical explainers.
antv-infographic
Template-driven medical infographics using the AntV Infographic framework. Use when creating structured infographics from clinical data, trial results, or patient education content using pre-built templates for hero stats, comparison layouts, process flows, myth-busters, and checklists. Outputs publication-ready HTML/PNG infographics with JACC/NEJM-grade design tokens.
g2-charts
Declarative, grammar-based charting using AntV G2 for complex medical visualizations. Use when creating forest plots, Kaplan-Meier curves, funnel plots, waterfall charts, or any statistical/clinical chart that requires grammar-of-graphics composition with medical-journal-grade styling and accessibility-validated color palettes.
go-frame-best-practices
提供 GoFrame 框架的官方最佳实践指导,包括项目结构、分层架构、配置管理、数据校验、数据库操作、中间件开发等开发规范
remote-troubleshoot
Structured remote server troubleshooting workflow that follows investigation-only practices until user approval. Use when Claude needs to diagnose issues on remote SSH-accessible servers including k8s clusters, bare metal, and containerized services. Covers service/port access problems, configuration issues, service startup failures, and performance/resource issues. Emphasizes creating helper scripts on remote server, obtaining user approval before fixes, script-based repairs, and generating comprehensive analysis reports.
code-review-assistant
代码审核辅助工具,支持本地 Git 库和 Gerrit Review。支持审核当前最新 commit、暂存的修改、未暂存的修改等,也支持 Golang、Qt/C++、Ansible 等多语言的 Gerrit Code Review。提供"必须修复/建议修复/可选改进"三级分级审核,生成 Markdown 报告。
go-test-standards
Golang 单元测试规范与最佳实践指南
creative-writer
Generate creative content including stories, poetry, and creative concepts
interview-prep
Prepare for job interviews with practice questions and response strategies
language-tutor
Teach languages with lessons, practice exercises, and conversation practice
meeting-facilitator
Plan and structure effective meetings with agendas and follow-ups
presentation-builder
Structure compelling presentations with clear narratives and visual suggestions
project-manager
Plan and track projects with timelines, resources, and risk management
recipe-creator
Create custom recipes based on available ingredients, dietary restrictions, and preferences
research-assistant
Conduct research, synthesize information, and create structured summaries
social-media-manager
Create social media content strategies and engaging posts
sql-query
Generate and optimize SQL queries for data retrieval and analysis
test-generation
Generate unit tests, integration tests, and test fixtures for code
translation
Translate text between languages while preserving meaning and context
travel-planner
Plan trips with itineraries, budgets, and local recommendations
web-scraping
Extract structured data from web pages using CSS selectors and XPath
document-summary
Summarize documents, extract key points, and generate structured outlines
image-processing
Process, transform, and analyze images using common operations
customer-support
Handle customer inquiries with empathy and effective problem resolution
data-analysis
Analyze data files (CSV, JSON) and generate insights, summaries, and statistical analysis
debate-coach
Develop argumentation skills with structured debate preparation
api-integration
Connect to REST APIs, handle authentication, and process JSON responses
budget-advisor
Analyze spending patterns and create personalized budget plans
code-review
Review code for quality, security vulnerabilities, and best practices compliance
email-composer
Draft professional emails for various business and personal contexts
fitness-coach
Create personalized workout plans and provide exercise guidance
git-workflow
Manage Git branches, commits, and pull requests following best practices
cicd-pipelines
GitHub Actions, GitLab CI, Jenkins, and automated deployment pipelines
statistics-math
Statistics, probability, linear algebra, and mathematical foundations for data science
testing-quality
pytest, data validation, Great Expectations, and quality assurance for data systems
deep-learning
PyTorch, TensorFlow, neural networks, CNNs, transformers, and deep learning for production
api-development
FastAPI, REST APIs, GraphQL, data service design, and API best practices
big-data
Apache Spark, Hadoop, distributed computing, and large-scale data processing for petabyte-scale workloads
career-growth
Portfolio building, technical interviews, job search strategies, and continuous learning
cloud-platforms
AWS, GCP, Azure data platforms, infrastructure as code, and cloud-native data solutions
containerization
Docker, Kubernetes, container orchestration, and cloud-native deployment for data applications
data-engineering
Data pipeline architecture, ETL/ELT patterns, data modeling, and production data platform design
data-warehousing
Snowflake, BigQuery, Redshift, dimensional modeling, and modern data warehouse architecture
etl-tools
Apache Airflow, dbt, Prefect, Dagster, and modern data orchestration for production data pipelines
git-version-control
Git workflows, branching strategies, collaboration, and code management
iac-automation
Terraform, Pulumi, CloudFormation, and infrastructure as code for data platforms
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