Skill UI

SkyPilot orchestrates ML training, batch jobs, and serving across 20+ clouds with automatic cost-aware region selection, spot-instance recovery, managed clusters, and GPU-aware distributed training, letting you optimize spend and avoid vendor lock-in.

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 skill provides a comprehensive guide to implementing secure, defense-in-depth remote access architectures for Operational Technology (OT) and Industrial Control Systems (ICS). It covers best practices such as using jump servers, implementing Multi-Factor Authentication (MFA), session recording, and adhering to standards like IEC 62443 and NERC CIP-005 for vendor and operator access.

PyLabRobot is a vendor-agnostic, pure Python SDK designed for controlling complex, autonomous laboratory workflows. It provides a unified interface to manage diverse equipment—including liquid handlers (Hamilton, Opentrons, Tecan), plate readers, pumps, and shakers—enabling users to simulate, develop, and execute reproducible, multi-device protocols across different operating systems.

Automate the full lifecycle of maintenance work orders within AppFolio. This workflow guides users through creating new work orders from tenant requests, assigning vendors, tracking real-time progress across multiple properties, and finally closing out jobs with detailed cost records and resolutions. It ensures property managers maintain a complete audit trail from initial report to final completion.

This advanced orchestrator manages complex internal business workflows, covering process mapping, vendor management, capacity planning, and procurement optimization. It acts as a central router, classifying multi-signal inquiries and delegating tasks to specialized sub-skills (e.g., knowledge-ops, vendor-management). It follows a structured, depth-first workflow and returns actionable, digested reports anchored in documentation and next steps.

A comprehensive tool for BizOps and VMO operators to conduct proactive, multi-dimensional vendor performance audits. It scores SaaS and third-party vendors using weighted criteria (reliability, security, support), tracks SLA compliance to identify potential credit claims, and classifies third-party risk across critical vectors (data, financial, regulatory). Ideal for quarterly vendor health checks and defensible renewal recommendations.

A comprehensive framework designed for formal procurement decision-making. This skill guides the creation of a weighted scorecard and detailed evaluation criteria by assessing functional fit, commercial terms, security compliance, and vendor stability. Use this when conducting RFPs, comparing multiple suppliers, or making critical software/service provider choices to ensure a holistic, risk-mitigated recommendation.

A robust protocol designed for multi-agent collaboration on long-running projects. It simulates a self-optimizing city where diverse AI agents (citizens) interact using decentralized markdown files (The Register, Contracts, Chronicle). This framework enables cross-vendor optimization, dynamic work routing, and constitutional evolution without requiring a centralized server or specific runtime environment.