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aesthetic-dreaming
A structured workflow skill for capturing visual design systems through iterative questioning, enabling creation of aesthetic templates before plugin implementation with clear phase-based execution.
learning-objectives
Generates measurable learning objectives aligned with Bloom's taxonomy and CEFR proficiency levels. Provides structured templates, assessment methods, and prerequisite analysis for educational content design. Follows evals-first workflow from Constitution v4.0.1.
sympy
This skill provides detailed guidance for using SymPy, a Python library for symbolic mathematics. It covers equation solving, calculus, linear algebra, physics calculations, and code generation with specific examples for each operation. The documentation includes practical patterns for generating executable code, LaTeX output, and handling numerical precision.
pydicom
Provides detailed guidance for working with DICOM medical imaging files using Python's pydicom library. Covers reading/writing files, extracting pixel data, converting formats, handling compression, and modifying metadata. Includes practical code examples for common workflows like anonymization and visualization.
anndata
This skill provides comprehensive guidance for working with AnnData objects in Python, covering creation, I/O operations, concatenation, and integration with tools like Scanpy. It includes practical examples for single-cell genomics workflows, error handling, and common pitfalls. The documentation is detailed with clear code snippets for real-world tasks.
financial-close
This skill provides a structured, six-phase workflow for month-end and year-end financial closing. It guides users through pre-close preparation, transaction processing, account reconciliations, adjustments, review, and finalization. It includes specific checklists, anti-rationalization tables, and dispatches a specialized accounting agent to perform reconciliations. The process enforces mandatory steps and documentation standards to ensure an accurate close with a full audit trail.
elastic-beanstalk-deployment
Provides concrete strategies for deploying Node.js apps to AWS Elastic Beanstalk, focusing on dependency installation patterns. Solves monorepo workspace issues by explaining when to bundle node_modules versus letting EB install dependencies. Includes verification steps and troubleshooting for common deployment failures.
atlas14-spatial-variance
This skill analyzes spatial variability of NOAA Atlas 14 precipitation data within HEC-RAS model domains. It helps engineers decide if uniform rainfall assumptions are valid for rain-on-grid modeling by calculating min/max/mean statistics. It uses HTTP byte-range requests to download only needed data, reducing transfer by 99.9% compared to traditional methods.
debugger
A specialized debugging agent that provides structured workflows for diagnosing complex software issues. It integrates multiple debugging tools (gdb, strace, tcpdump) and follows systematic approaches for root cause analysis, memory debugging, and performance profiling. The skill emphasizes reproducible steps and knowledge capture.
bluebubbles
This skill provides instructions for building a BlueBubbles messaging plugin for Clawdbot. It details the code structure, internal helper functions, webhook handling, and configuration requirements. The documentation is well-organized for developers implementing the integration.
histolab
Lightweight WSI tile extraction and preprocessing. Use for basic slide processing tissue detection, tile extraction, stain normalization for H&E images. Best for simple pipelines, dataset preparation, quick tile-based analysis. For advanced spatial proteomics, multiplexed imaging, or deep learning pipelines use pathml.
gcloud-usage
This skill provides practical guidance for GCP observability tasks including structured logging formats, Logging query syntax, alert policy design, and cost optimization strategies. It helps users filter logs by severity, resource type, and time ranges, and explains when to use metrics vs logs vs traces for debugging.
coding-conventions
A cross-cutting skill that provides concrete checklists for security, performance, and accessibility during code reviews. It includes specific error handling patterns with code examples and references to detailed OWASP and WCAG checklists.
image-upscaling
Upscale and enhance images with Real-ESRGAN, Thera, Topaz, FLUX Upscaler via inference.sh CLI. Models: Real-ESRGAN, Thera (any size), FLUX Dev Upscaler, Topaz Image Upscaler. Use for: enhance low-res images, upscale AI art, restore old photos, increase resolution. Triggers: upscale image, image upscaler, enhance image, increase resolution, real esrgan, ai upscale, super resolution, image enhancement, upscaling, enlarge image, higher resolution, 4k upscale, hd upscale
system-setup
Validates and configures dependencies for JUCE audio plugin development. Checks for Python, build tools, CMake, JUCE, and pluginval with automated or guided installation options. Saves configuration to system-config.json for use by other skills in the Plugin Freedom System.
exercise-designer
Generates Python practice exercises using evidence-based learning strategies like retrieval practice and spaced repetition. Follows an 'evals-first' design process, mapping exercises to learning objectives and success criteria. Provides structured templates for exercises and rubrics, supporting varied exercise types from fill-in-the-blank to AI-collaborative tasks.
building-chat-widgets
Provides patterns for building interactive chat widgets with client/server actions, entity tagging, and widget lifecycle management. Includes TypeScript/Python examples for handling button clicks, form submissions, and real-time widget updates in agent conversations.
cirq
This skill provides a Claude interface to Google's Cirq quantum computing framework. It enables building, simulating, and running quantum circuits on simulators and real hardware from Google, IonQ, AQT, and Pasqal. The documentation includes templates for variational algorithms, hardware execution, and noise studies, with practical guidance on circuit optimization and error mitigation.
testing-anti-patterns
Use when writing or changing tests, adding mocks, or tempted to add test-only methods to production code - prevents testing mock behavior, production pollution with test-only methods, and mocking without understanding dependencies
simpy
This skill provides a Python-based discrete-event simulation framework for modeling systems with processes, queues, and shared resources. It includes templates for manufacturing, logistics, and service operations, with monitoring utilities for data collection and analysis.
laravel-cashier-stripe
This skill provides detailed guidance for implementing Laravel Cashier with Stripe for subscription billing. It covers installation, subscription management, payment methods, invoices, and webhooks. The documentation includes code examples for common tasks like checkout flows and plan upgrades, with clear sections for different experience levels.
gitops-workflow
Provides concrete implementation steps for GitOps workflows using ArgoCD and Flux CD. Includes installation commands, repository structure examples, sync policies, and progressive delivery patterns. Covers both basic setup and advanced features like secret management and troubleshooting.
romance-novel-conventions
Use when user mentions romance, love story, or relationship-focused narrative - provides genre conventions, pacing guidelines, and emotional beats for romance writing
gap-analysis
This skill acts as a central dispatcher for gap analysis tasks. It parses natural language queries to identify intent (security, compliance, testing), routes requests to appropriate specialized skills, aggregates their findings into a unified report, and compares results against historical data. It supports custom criteria saving and parallel execution.