productivity▌

Production-ready skill combining Python computation (pandas, scipy, numpy, pysam, statsmodels) with ToolUniverse annotation tools for epigenomics analysis.

Generate production-ready Playwright tests from a user story, URL, component name, or feature description.

Before running any command, follow ../_shared/preflight.md. Use metadata.version from this file's frontmatter as the reference for Step 2.

Startup Metrics Framework \n Comprehensive guide to tracking, calculating, and optimizing key performance metrics for different startup business models from seed through Series A. \n Use this skill when \n \n Working on startup metrics framework tasks or workflows \n Needing guidance, best practices, or checklists for startup metrics framework \n \n Do not use this skill when \n \n The task is unrelated to startup metrics framework \n You need a different domain or tool outside this scope \n \n

Coordinate specialized agents to solve complex problems through orchestrated workflows and collaborative reasoning. \n \n Supports four core orchestration patterns: sequential task chains, parallel execution, hierarchical delegation, and consensus-based debate \n Includes templates and examples for CrewAI, AutoGen, LangGraph, and OpenAI Swarm frameworks \n Provides utilities for agent communication (message brokers, shared memory), workflow management (execution, optimization, monitoring), and p

Build and debug MCP servers and clients connecting AI systems with external tools and data sources. \n \n Supports TypeScript (Node.js SDK) and Python (FastMCP) for implementing tool handlers, resource providers, and prompt templates with Zod or Pydantic schema validation \n Covers three transport layers: stdio (local), HTTP, and SSE (streaming), with JSON-RPC 2.0 protocol compliance and interactive debugging via the MCP inspector \n Includes scaffolding workflows, schema design patterns, and er

$23

Web frontend development with CloudBase integration, static hosting deployment, and SDK-based authentication. \n \n Covers project structure conventions (src/dist/cloudfunctions directories), modern build systems (Vite, Webpack), and hash routing for static hosting compatibility \n Provides CloudBase Web SDK integration patterns for database, cloud functions, and authentication, with strict rules against implementing login logic in cloud functions \n Includes deployment guidance for CloudBase st

OMERO is an open-source platform for managing, visualizing, and analyzing microscopy images and metadata. Access images via Python API, retrieve datasets, analyze pixels, manage ROIs and annotations, for high-content screening and microscopy workflows.

Clean Architecture patterns for Android and KMP projects. Covers module boundaries, dependency inversion, UseCase/Repository patterns, and data layer design with Room, SQLDelight, and Ktor.