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dask
Provides Dask integration for scaling pandas/NumPy workflows beyond memory limits. Includes DataFrames for tabular data, Arrays for numeric operations, and Bags for unstructured data. Covers scheduler selection, chunk optimization, and common patterns like ETL pipelines and iterative algorithms.
pptx
Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, or any other presentation tasks
landing-page-guide
This skill provides a structured framework for building landing pages with Next.js 14+ and ShadCN UI. It enforces 11 essential elements for conversion, offers complete component examples, and includes SEO metadata setup. The guide covers project structure, required dependencies, and implementation workflow.
ai-mlops
Provides concrete patterns for deploying ML models to production, including data ingestion with dlt, batch/API deployment, drift detection, and incident response. Includes templates for common tasks and clear decision trees for choosing appropriate strategies. Covers both traditional ML and LLM/RAG security considerations.
react-best-practices
Provides concrete React patterns and anti-patterns for hooks, effects, and component design. Focuses on avoiding unnecessary effects, proper dependency management, and cleanup. Includes specific code examples for common scenarios like derived state, event handling, and data fetching.
woocommerce-markdown
Guidelines for creating and modifying markdown files in WooCommerce. Use when writing documentation, README files, or any markdown content.
webapp-testing
Provides Python Playwright scripts for testing local web applications with server lifecycle management. Includes a helper script to start and stop development servers automatically before running tests. Offers clear decision trees for static vs dynamic apps and practical examples for common testing scenarios.
skill-litho
A Rust tool that analyzes source code across multiple languages to generate C4 architecture diagrams and technical documentation. It provides clear workflows for different use cases like quick analysis or full documentation generation, with configurable AI models for speed vs. depth.
multi-agent-patterns
Provides structured patterns for designing multi-agent LLM systems to overcome single-agent context limits. Covers supervisor, peer-to-peer, and hierarchical architectures with concrete implementation examples. Includes memory layers and coordination protocols for distributing complex tasks across specialized agents.
bug-reporting-excellence
This skill provides a structured template and guidelines for writing effective bug reports. It includes specific title formulas, severity definitions, required information fields, and concrete examples. The skill integrates with quality analysis agents for automated triage and duplicate detection.
sherlock-review
Provides a structured methodology for verifying code claims through systematic evidence collection and deductive reasoning. Includes investigation templates, checklists, and example scenarios for validating bug fixes, performance improvements, and edge case handling.
dispatching-parallel-agents
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
typescript-review
A specialized code review skill for TypeScript/JavaScript that enforces Metabase coding standards with clear guidelines and integration with existing tooling for consistent quality checks.
RedTeam
Adversarial analysis with 32 agents. USE WHEN red team, attack idea, counterarguments, critique, stress test. SkillSearch('redteam') for docs.
risk-management-specialist
Senior Risk Management specialist for medical device companies implementing ISO 14971 risk management throughout product lifecycle. Provides risk analysis, risk evaluation, risk control, and post-production information analysis. Use for risk management planning, risk assessments, risk control verification, and risk management file maintenance.
loki-mode
An autonomous multi-agent system that coordinates specialized AI agents to build and deploy software from PRD to production. It handles engineering, QA, DevOps, and business operations with task queuing, code review, and deployment automation. Requires Claude Code with dangerous permissions flag.
claude-agent-sdk
Build autonomous AI agents with Claude Agent SDK. Structured outputs guarantee JSON schema validation, with plugins system and hooks for event-driven workflows. Prevents 14 documented errors. Use when: building coding agents, SRE systems, security auditors, or troubleshooting CLI not found, structured output validation, session forking errors, MCP config issues, subagent cleanup.
error-handling
A comprehensive error handling framework for Node.js/TypeScript backends with custom error classes, middleware, validation, and external service error management.
rust
A comprehensive Rust backend skill providing production-ready patterns for Axum web applications with clean architecture, error handling, and database integration.
slo-implementation
Provides a concrete framework for implementing SLOs with Prometheus recording rules, alerting configurations, and Grafana dashboard queries. Includes specific SLI formulas, error budget calculations, and multi-window burn rate alerting strategies. Offers ready-to-use YAML examples for production monitoring systems.
Backend Migration Standards
Provides concrete guidelines for creating database migrations with reversible changes, proper naming, and zero-downtime strategies. Includes specific code examples for Alembic, Rails, and Sequelize, plus practical advice on index management, data migrations, and deployment safety.
discover-diagrams
This skill automatically provides access to Mermaid.js diagram creation tools when Claude detects visualization work. It organizes 8 specialized diagram types (flowcharts, sequence, ER, architecture, etc.) and offers progressive loading to manage token usage. Includes workflow examples for common documentation scenarios like API design and project planning.
software-mobile
Provides concrete patterns for native iOS (Swift/SwiftUI), Android (Kotlin/Compose), and cross-platform (React Native) mobile development. Includes decision trees for platform selection, architecture, and data persistence, plus anti-pattern warnings and linked templates for specific tasks.
finishing-a-development-branch
Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup