Format proofs and algorithms in publication-quality LaTeX

Optimization without gradient information

High-quality LaTeX mathematical typesetting

Validate and standardize mathematical notation

Environmental nanosafety skill for modeling nanomaterial environmental fate and transport

Laboratory Information Management System skill for nanomaterial sample tracking and data management

ParaView visualization skill for 3D scientific data rendering and analysis

Molecular Hamiltonian construction skill using OpenFermion

Reference management for bibliography organization, annotation sync, and citation formatting

Write individual screenplay scenes with proper industry formatting, visual action, and dramatic structure

Optimize prompts for AI video generation platforms including Sora, Runway, Pika, and Kling

Create valid, reliable assessment items across formats (multiple choice, constructed response, performance tasks) following psychometric best practices

Facilitate interoperability between health IT systems including EHR, HIE, and clinical decision support through HL7, FHIR, and other healthcare data standards

Format citations, footnotes, and bibliographies following Chicago, MLA, and disciplinary style guides with accuracy

Design and implement formative, summative, and developmental evaluations using logic models and mixed methods

Texture skill for compression, atlasing, and streaming.

Mobile application security skill for implementing OWASP MASVS compliance, secure storage, certificate pinning, biometric authentication, and security hardening across iOS and Android platforms.

Infrastructure as Code security scanning and policy enforcement for Terraform, CloudFormation, Kubernetes, and Pulumi

Validate Kubernetes manifests for security, best practices, and resource limits

Render Mermaid diagrams to images with theme customization and Markdown integration

Render PlantUML diagrams to various image formats with theme and styling support

Run static analysis tools including SonarQube, ESLint, and multi-language linters

Lint technical documentation for style, consistency, and readability

Multi-format diagram generation from text descriptions. Create Mermaid, PlantUML, D2, and Graphviz diagrams including flowcharts, sequence diagrams, architecture diagrams (C4), and data models.

Integration with hosted documentation platforms GitBook and Notion. Manage spaces, synchronize content with Git, export/import between formats, configure webhooks, and retrieve analytics.

Advanced Markdown and MDX processing for technical documentation. Parse, validate, lint, and transform Markdown content with support for MDX components, front matter, and remark/rehype plugins.

Automated technical writing style and quality enforcement. Lint documentation with Vale, check for inclusive language, enforce style guides, and analyze readability metrics.

ESLint configuration, custom rules, and plugin development.

Image formats, responsive images, lazy loading, and CDN integration.

Markdown documentation, MDX, and content formatting.

Prettier configuration and integration.

RxJS reactive programming patterns including operators, error handling, multicasting, and Angular integration.

Zod schema validation and type inference.

Integrates Amazon Location Service APIs for AWS applications. Use this skill when users want to add maps (interactive MapLibre or static images); geocode addresses to coordinates or reverse geocode coordinates to addresses; calculate routes, travel times, or service areas; find places and businesses through text search, nearby search, or autocomplete suggestions; retrieve detailed place information including hours, contacts, and addresses; monitor geographical boundaries with geofences; or track device locations. Covers authentication, SDK integration, and all Amazon Location Service capabilities.

Follow the workflow shown below. Locate the dataset, check the file type, and resolve any issues with missing files or wrong file types. Determine the fine-tuning model and fine-tuning strategy. Run s

Remote command execution and file transfer on SageMaker HyperPod cluster nodes via AWS Systems Manager (SSM). This is the primary interface for accessing HyperPod nodes — direct SSH is not available. Use when any skill, workflow, or user request needs to execute commands on cluster nodes, upload files to nodes, read/download files from nodes, run diagnostics, install packages, or perform any operation requiring shell access to HyperPod instances. Other HyperPod skills depend on this skill for all node-level operations.

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- In the `readme.md` file, you will find general information about the Tomlyn project.

Guide for running code style linters and formatters. Use this when asked to check code style, run linters, or fix formatting issues.

Guide for building documentation and validating docstrings. Use this when asked to build docs, check docstrings, or validate documentation.

A comprehensive interview preparation system that covers all major interview formats worldwide. This skill transforms the AI agent into a mock interviewer and interview coach, helping users master beh

Expert knowledge for Azure Active Directory B2C development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when designing custom policies/user flows, MFA & IdP sign-in, app/API registration, CI/CD deployments, or Sentinel logging, and other Azure Active Directory B2C related development tasks. Not for Azure Information Protection (use azure-information-protection), Azure Role-based access control (use azure-rbac), Azure Security (use azure-security), Azure Portal (use azure-portal).

Expert knowledge for Azure Api Center development including best practices, security, configuration, integrations & coding patterns, and deployment. Use when automating API linting/registration, customizing the portal, syncing with API gateways, or enforcing design-time governance, and other Azure Api Center related development tasks. Not for Azure API Management (use azure-api-management), Azure App Configuration (use azure-app-configuration), Azure Service Connector (use azure-service-connector).

Expert knowledge for Azure AI Content Safety development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when using Content Safety APIs, Docker containers, blocklists, groundedness checks, or custom safety categories, and other Azure AI Content Safety related development tasks. Not for Azure Information Protection (use azure-information-protection), Azure Security (use azure-security), Azure Sentinel (use azure-sentinel), Azure Defender For Cloud (use azure-defender-for-cloud).

Expert knowledge for Azure Information Protection development including best practices, decision making, configuration, and deployment. Use when choosing Azure RMS vs AD RMS, migrating keys/policies, configuring RMS connector/MSIPC, or monitoring RMS logs, and other Azure Information Protection related development tasks. Not for Azure Key Vault (use azure-key-vault), Azure Security (use azure-security), Azure Defender For Cloud (use azure-defender-for-cloud), Azure Sentinel (use azure-sentinel).

Expert knowledge for Azure Key Vault development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when using Key Vault/Managed HSM APIs, RBAC vs access policies, Private Link, key rotation, or IaC deployment, and other Azure Key Vault related development tasks. Not for Azure Dedicated HSM (use azure-dedicated-hsm), Azure Cloud Hsm (use azure-cloud-hsm), Azure Payment Hsm (use azure-payment-hsm), Azure Information Protection (use azure-information-protection).

Expert knowledge for Azure Role-based access control development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, and integrations & coding patterns. Use when managing Azure RBAC/ABAC roles, PIM, custom roles, Activity Log audits, or role assignments via CLI/ARM, and other Azure Role-based access control related development tasks. Not for Azure Active Directory B2C (use azure-active-directory-b2c), Azure Information Protection (use azure-information-protection), Azure Policy (use azure-policy), Azure Security (use azure-security).