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Generate optimized Dockerfiles and docker-compose.yml with best practices and multi-stage builds
PHP database mastery - PDO, Eloquent, Doctrine, query optimization, and migrations
Solve CTF (Capture The Flag) challenges by analyzing challenge descriptions, source code, and interacting with challenge environments to capture flags.
Standalone CLI bridge - launch external AI CLIs (gemini, codex, claude) directly without MCP server. Use when you need to delegate tasks to specialized CLI tools with their own context windows. Supports role-based prompts and file references.
[Flutter] Flutter performance best practices and optimization guide. Build cost, rendering, lists, animations, and anti-patterns. (project)
Access 100+ AI models via OpenRouter. Route between providers, manage costs, and use fallbacks. Use for multi-model AI applications, cost optimization, and LLM provider abstraction.
Transcribe DNA to RNA and translate to protein using Biopython. Use when converting between DNA, RNA, and protein sequences, finding ORFs, or using alternative codon tables.
This skill should be used when the user asks to "create a 3D scene", "add a mesh", "implement OrbitControls", "load a GLTF model", "add bloom post-processing", "write a custom shader", "create particle effects", "optimize Three.js performance", "use...
Activate test-driven development mode. Expert in TDD methodology following Red-Green-Refactor cycle. Use when writing tests first, implementing features with TDD, or learning test-first development practices.
Strategy for creating efficient short-form video prompts. Use when creating filler shots, atmospheric scenes, or quick video clips that don't require full Production Brief methodology. Covers when to go short vs long, format+style upfront rule, and t...
Review GitHub pull requests with structured feedback and actionable comments
Use after first code change. Autonomous iteration until all quality gates pass (max 7 iterations).
[Flutter] Flutter performance best practices and optimization guide. Build cost, rendering, lists, animations, and anti-patterns. (project)
Configure Clerk for deployment on various platforms. Use when deploying to Vercel, Netlify, Railway, or other platforms, or when setting up production environment. Trigger with phrases like "deploy clerk", "clerk Vercel", "clerk Netlify", "clerk prod...
Generate optimized Dockerfiles and docker-compose.yml with best practices and multi-stage builds
Binance exchange integration. Trade spot, futures, and manage portfolio on the world's largest crypto exchange.
Fetch and summarize arXiv papers. Search by topic, read specific papers by ID or URL, and get plain-language summaries. Use when the user mentions arXiv, asks about research papers, wants to find recent academic work on a topic, or is discussing algo...
TRIGGERS: "error handling check", "what if this fails?", "ready to merge", error verification, failure handling, graceful degradation, user feedback review. USE WHEN: Code is ready to merge and needs error handling verification. PROVIDES: Empty catch...
Unified LLM API with LiteLLM. Call 100+ LLM providers with one interface. Use for multi-provider AI, cost optimization, fallbacks, and LLM gateway deployment.
Research library documentation and API references using Context7 integration. Use when users ask about libraries, frameworks, packages, APIs, or need documentation for third-party code.
Guide for creating CLAUDE.md files. Use when: user asks to create CLAUDE.md, document project, add project instructions, or mentions CLAUDE.md.
Set up comprehensive observability for Vast.ai integrations with metrics, traces, and alerts. Use when implementing monitoring for Vast.ai operations, setting up dashboards, or configuring alerting for Vast.ai integration health. Trigger with phrases...
Expert in CrewAI - the leading role-based multi-agent framework used by 60% of Fortune 500 companies. Covers agent design with roles and goals, task definition, crew orchestration, process types (sequential, hierarchical, parallel), memory systems, a...
Dimensionality reduction and clustering for single-cell RNA-seq using Seurat (R) and Scanpy (Python). Use for running PCA, computing neighbors, clustering with Leiden/Louvain algorithms, generating UMAP/tSNE embeddings, and visualizing clusters.
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