Claude Skills by tools-only

Pre-built workflow configurations for lead scoring, nurturing, and assignment. ---

PathML provides comprehensive support for loading whole-slide images (WSI) from 160+ proprietary medical imaging formats. The framework abstracts vendor-specific complexities through unified slide classes and interfaces, enabling seamless access to image pyramids, metadata, and regions of interest across different file formats.

Complete guide to batch operations, mogrify command, parallel processing, and automation.

**Status**: ✅ All 6 World-Class Expert Skills Created, Validated & Packaged **Location**: `/mnt/user-data/outputs/packaged-skills/` **Total Skills**: 6 Specialized Experts **Integration**: Atlassian MCP Server Ready

This chapter guides you through the initial setup and preparation needed to begin learning.

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Interactive Mermaid visualization showing mkdocs build process workflow

This interactive flowchart shows the decision tree for generating book cover images using the `generate-cover.sh` script. The workflow adapts based on your available resources: OpenAI API billing, ChatGPT Pro subscription, and operating system. <iframe src="./main.html" width="100%" height="600px" scrolling="no" style="border: none;"></iframe> [View Fullscreen](./main.html){ .md-button .md-button--primary }

Interactive Mermaid visualization showing faq question pattern analysis workflow

Interactive Mermaid visualization showing chapter organization workflow

Interactive Mermaid visualization showing git workflow for skill development

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This skill generates a comprehensive index page for MicroSims in an intelligent textbook project. Use this skill when working with an MkDocs-based textbook that has MicroSims in a /docs/sims/ directory and needs an updated index page with screenshots, descriptions, and navigation. The skill captures missing screenshots, generates alphabetically-sorted grid cards using mkdocs-material format, and updates the mkdocs.yml navigation.

This guide shows how to use Infisical for centralized secret management with PDD, eliminating the intermittent authentication issues.

```typescript import { z } from 'zod';

The install-skill-tracker skill automates the installation of a **global** skill tracking system for Claude Code. The system uses hooks installed in `~/.claude/` to automatically log all skill invocations across **all projects**, including duration, token usage, and user prompts for later analysis.

LabArchives integrates with numerous scientific software platforms to streamline research workflows. This document covers programmatic integration approaches, automation strategies, and best practices for each supported platform.

This reference provides detailed guidance on creating definitions that comply with ISO/IEC 11179 metadata registry standards.

Clause-by-clause audit methodology with sample questions and common findings. ---

Best practices for cost-effective image generation with sf-diagram-nanobananapro.

Jobs are the fundamental execution units on DNAnexus. When an applet or app runs, a job is created and executed on a worker node in an isolated Linux environment with constant API access.

**Version**: 5.2.1 **Date**: 2026-01-04 **Status**: Production - v2.1.0 Agentic Security Updated ---

**Version**: 5.2.1 **Date**: 2026-01-04 **Status**: Production - v2.1.0 Agentic Security Updated ---

Knowledge graphs represent structured information as entities and relations in a graph format. TorchDrug provides comprehensive support for knowledge graph completion (link prediction) using embedding-based models and neural reasoning approaches.

Illuminate 3D scenes with various light types.

```typescript import { FlatList, ListRenderItem } from 'react-native'; import { memo, useCallback } from 'react';

```php namespace App\Http\Livewire;

This document provides a complete list of all mandatory documents and records required by ISO 13485:2016 for medical device Quality Management Systems.

PyLabRobot integrates with material handling equipment including heater shakers, incubators, centrifuges, and pumps. These devices enable environmental control, sample preparation, and automated workflows beyond basic liquid handling.

EU MDR 2017/745 Annex VIII classification rules and decision framework. ---

```swift // Strong references (default) class Person { let name: String var apartment: Apartment?

PyOpenMS provides specialized tools for untargeted metabolomics analysis including feature detection optimized for small molecules, adduct grouping, compound identification, and integration with metabolomics databases.

This reference covers creating and managing annotations in OMERO, including tags, key-value pairs, file attachments, and comments.

This reference covers file formats used in microscopy, medical imaging, remote sensing, and scientific image analysis.

**Chapter:** 08 - Mkdocs Platform Documentation **Generator:** mermaid-generator **Match Score:** 95/100 **Difficulty:** Medium

- Working on incident responder tasks or workflows - Needing guidance, best practices, or checklists for incident responder

Create flink job creator operations. Auto-activating skill for Data Pipelines. Triggers on: flink job creator, flink job creator Part of the Data Pipelines skill category. Use when working with flink job creator functionality. Trigger with phrases like "flink job creator", "flink creator", "flink".

Find, install, configure, and integrate Tool UI components in React apps using shadcn registry entries, compatibility checks, scaffolded runtime wiring, and troubleshooting workflows. Use when developers ask to add one or more Tool UI components, choose components for a use case, verify compatibility, or wire Tool UI payloads into assistant-ui or an existing chat/runtime stack.

Generate torchserve config generator operations. Auto-activating skill for ML Deployment. Triggers on: torchserve config generator, torchserve config generator Part of the ML Deployment skill category. Use when configuring systems or services. Trigger with phrases like "torchserve config generator", "torchserve generator", "torchserve".

Create spark job creator operations. Auto-activating skill for Data Pipelines. Triggers on: spark job creator, spark job creator Part of the Data Pipelines skill category. Use when working with spark job creator functionality. Trigger with phrases like "spark job creator", "spark creator", "spark".

Use when defining SLIs/SLOs, managing error budgets, or building reliable systems at scale. Invoke for incident management, chaos engineering, toil reduction, capacity planning.

Automate budget vs actual variance analysis in Excel with flagging, commentary, and executive summaries for financial reporting and FP&A teams

Process data augmentation pipeline operations. Auto-activating skill for ML Training. Triggers on: data augmentation pipeline, data augmentation pipeline Part of the ML Training skill category. Use when working with data augmentation pipeline functionality. Trigger with phrases like "data augmentation pipeline", "data pipeline", "data".

Client library for managing Azure ML resources: workspaces, jobs, models, data, and compute.

This skill manages and executes deployment rollbacks with safety checks. It helps ensure smooth recovery from failed deployments by automating the rollback process. Use this skill when a deployment has issues, such as errors, performance degradation, or unexpected behavior. The skill is triggered by requests to "rollback deployment", "revert to previous version", or similar phrases related to deployment recovery. It prioritizes safe rollback procedures and provides options for verification.

Execute a SAM task plan (plan/tasks-*.md) by looping ready tasks, delegating each to its specified agent, and relying on hooks to update task timestamps/status. Use when a task file exists and you need to run the implementation loop that picks up ready tasks and delegates them to agents.

Create vertex ai pipeline creator operations. Auto-activating skill for GCP Skills. Triggers on: vertex ai pipeline creator, vertex ai pipeline creator Part of the GCP Skills skill category. Use when working with vertex ai pipeline creator functionality. Trigger with phrases like "vertex ai pipeline creator", "vertex creator", "vertex".

Guidance for optimizing MuJoCo MJCF model files for simulation performance while maintaining numerical accuracy. This skill should be used when tuning physics simulation parameters, optimizing MuJoCo XML configurations, or balancing speed vs accuracy tradeoffs in robotics simulations.

End-to-end gene regulatory network inference pipeline from processed single-cell data to regulon discovery and perturbation simulation. Supports RNA-only (pySCENIC) and multiome (SCENIC+) paths. Use when building gene regulatory networks from single-cell transcriptomic or multiome data.