Skill UI

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.

Provides guidelines for auditing and fixing HTML metadata, ensuring titles, descriptions, canonical URLs, Open Graph/Twitter tags, favicons, JSON-LD structured data, and robots directives stay consistent for shareable or SEO-sensitive pages.

Validates or creates XML sitemaps by checking format, URLs, status codes, canonical rules and robots references, then generating new files with industry templates, enforcing 50k-URL splits, and documenting architecture for SEO workflows.

Analyzes site robots.txt, metadata, and headers to map AI crawler access, highlight visibility gaps, and recommend how to balance exposure with control for high-impact crawlers such as GPTBot, ClaudeBot, and PerplexityBot.

Analyze and build XML sitemaps with industry templates, validating format, URLs, status codes, robots.txt references, and scaling outputs with indexes to ensure coverage and quality for site audits or launches.

Process videos, audio, images, and documents on Transloadit’s cloud using 86+ robots to encode formats, generate thumbnails, resize/watermark, run OCR, speech-to-text, moderation, and chain multi-step pipelines for scalable media automation.