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Finds differentially expressed genes (markers) for clusters of T/B cells using Seurat's FindMarkers function. Performs statistical testing between clusters, identifies cluster-defining genes, and auto…
Search and save conversation memories using semantic search. Use this skill when the user mentions past conversations, asks "do you remember", or when historical context from previous sessions would h…
Review implementation quality and regression risks via claude-delegator (Code Reviewer expert). Use after implementation for complex tasks, refactors, or API changes.
Handle carts and checkout flows (rates, totals, and cart creation). Use when running `stateset-checkout` or working with cart/checkout MCP tools.
ZSH completion system patterns and conventions. Use when implementing custom completion handling, writing completion files, or working with zsh autocomplete. Do not use when installing packages from h…
Go concurrency safety review. Use when checking goroutines, channels, race conditions, or synchronization. Detects goroutine leaks, deadlocks, race conditions, and unsafe channel operations.
Scan project folder structure, validate organization, clone GitHub repository, and generate an inventory of available materials. First step of writer workflow. Use when starting a new manuscript proje…
Multi-model AI council for actionable project advice. Leverages Gemini 3 Flash and GPT-5.2 skills in parallel, then synthesizes through an Opus Judge for stage-appropriate, non-overkill recommendation…
Use when explaining code, concepts, or system behavior to a specific audience level - provides a structured explanation workflow with depth control and validation steps.
Implement new features using TDD starting from README + Issue (following codegen-test), aligning with existing implementation conventions, and leveraging Serena MCP semantic search/editing to deliver …
Coding style, testing, and PR guidelines for the Kubb ecosystem. Use when writing or reviewing code for the Kubb ecosystem.
Inspect commerce events, manage the event audit trail, and handle idempotency keys. Use when debugging event history, reviewing the outbox, or ensuring operation idempotency.
Agent Skills Package Manager - Install once, use everywhere. Manage, share, and sync AI agent skills across platforms.
Kafka Connect integration expert. Covers source and sink connectors, JDBC, Elasticsearch, S3, Debezium CDC, SMT (Single Message Transforms), connector configuration, and data pipeline patterns. Activa…
Design contingency module architectures for failure scenarios.
Expert-level C++ development with modern C++20/23, STL, memory management, and performance
Systematic code quality improvement workflow combining smart-reviewer and test-generator MCP tools with Pareto 80/20 auto-fixes, severity-based review, and comprehensive test generation. Use when p...
Codemod (JSSG, ast-grep, workflows) best practices for writing efficient, safe, and maintainable code transformations. This skill should be used when writing, reviewing, or debugging codemods, AST tra…
Use when the user asks how to write code comments, where to place them, or wants to review, reduce, rewrite, or relocate existing code comments.
Post to Slack channels and manage Trello cards with natural language
Develop and validate the novelty of research concepts. Triggers: concept, develop concept, research concept, novelty, innovation point, supplement concept, help me supplement, expand concept, strength…
Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing proc…
Psychology of conversion for sponsored content. Includes emotional triggers, social proof, scarcity, urgency, and persuasion principles for video marketing. Auto-activates when discussing conversions,…
Complete skill suite for managing Craft CMS content including sections, entry types, fields, entries, drafts, field layouts, and sites.