Skill UI

Codified expertise for sequencing work orders, balancing discrete and batch lines, reducing changeover time, and shielding bottlenecks using FCS, DBR, and SMED so manufacturing meets commitments despite disruptions.

Cirq is Google Quantum AI’s Python framework for building, simulating, and deploying noise-aware quantum circuits on both simulators and real hardware, complete with experiment templates, transformation utilities, and hardware-specific toolkits.

Guides using matplotlib to craft static, animated, and interactive plots through both pyplot and object-oriented APIs, detailing styling, subplots, and export options for publication-ready scientific workflows.

Provides the official Opentrons Protocol API v2 integration for OT-2 and Flex robots, enabling Python-based automation of liquid handling, module control, labware setup, pipetting flows, and protocol testing before execution.

PyLabRobot is a vendor-agnostic, pure Python SDK designed for autonomous and automated laboratory workflows. It provides a unified interface to control a wide array of laboratory equipment, including liquid handling robots (Hamilton, Opentrons, Tecan), plate readers, pumps, shakers, and incubators. Ideal for developing complex, multi-device, reproducible protocols and simulating experiments before physical execution.

This comprehensive profiler provides systematic performance analysis for modern applications built with Node.js, Python, and Go. It detects critical bottlenecks across CPU, memory, and I/O dimensions. Key features include generating flamegraphs, analyzing bundle sizes, optimizing database queries (N+1 detection), and running rigorous load tests using k6 and Artillery. It mandates before-and-after measurements to ensure verifiable performance improvements.

A comprehensive framework for building high-stakes board and investor update decks. It guides users through structuring narratives, covering all C-suite perspectives (CFO, CRO, CPO, etc.), and effectively communicating both positive and negative business outcomes during board meetings, quarterly reviews, or fundraising rounds. Focuses on storytelling over mere data display.

A guide to diagnosing and fixing connectivity conflicts between Claude's native messaging protocols (MCP) in Chrome. This is essential when using both Claude.app (Cowork) and Claude Code CLI, as they use conflicting native host configurations. Provides necessary shell commands and toggle scripts to ensure only one host is active.

This skill simulates a senior engineer's final, deep audit of an entire codebase before committing or pushing to a remote repository. It systematically checks for junk files, dead code, security vulnerabilities (secrets, injection flaws), and performance bottlenecks (N+1 queries). Use this pre-flight check before any major release or public deployment to ensure maximum code quality and production readiness.

This skill transforms generic, robotic, or overly structured AI-generated content into writing that sounds genuinely human. It operates in three modes: detecting AI patterns (Mode 1), fixing rhythm and generic language (Mode 2), and injecting a specific brand voice (Mode 3). Ideal for marketing and communications teams needing authentic, high-personality copy.

This comprehensive framework provides C-suite leaders (COO) with robust tools to translate high-level corporate strategy into actionable operational execution. It guides users in designing optimized business processes, establishing operational cadences, tracking OKRs, and systematically identifying and resolving bottlenecks inherent in rapid company scaling. Ideal for improving operational efficiency and organizational maturity.

A specialized review tool for identifying critical performance bottlenecks within Django applications. It focuses on validating issues such as N+1 queries, unbounded querysets, missing database indexes, and write loops. Use this when you suspect database slowdowns or memory exhaustion due to inefficient ORM usage, ensuring findings are provable and actionable.