maven-build-lifecycle
Use when working with Maven build phases, goals, profiles, or customizing the build process for Java projects.
Discover Blockchain skills, compare source repositories and read the instructions for each workflow.
Use when working with Maven build phases, goals, profiles, or customizing the build process for Java projects.
Implement safety interlocks and protective mechanisms to prevent equipment damage and ensure safe control system operation.
Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx file...
Word document manipulation with python-docx - handling split placeholders, headers/footers, nested tables
DC power flow analysis for power systems. Use when computing power flows using DC approximation, building susceptance matrices, calculating line flows and loading percentages, or performing sensitivity analysis...
Query PubChem via PUG-REST API/PubChemPy (110M+ compounds). Search by name/CID/SMILES, retrieve properties, similarity/substructure searches, bioactivity, for cheminformatics.
General workflows and best practices for exoplanet detection and characterization from light curve data. Use when planning an exoplanet analysis pipeline, understanding when to use different methods, or trouble...
Manage Google Calendar - search, create, update events and answer calendar questions. Use when user wants to interact with their Google Calendar for scheduling and calendar operations.
Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requiring >5 tool cal...
Running Suricata against PCAPs offline and validating results via eve.json
Use when configuring Maven plugins, setting up common plugins like compiler, surefire, jar, or creating custom plugin executions.
Train GPT-2 scale models (~124M parameters) efficiently on a single GPU. Covers GPT-124M architecture, tokenized dataset loading (e.g., HuggingFace Hub shards), modern optimizers (Muon, AdamW), mixed precision...
Lomb-Scargle periodogram for finding periodic signals in unevenly sampled time series data. Use when analyzing light curves, radial velocity data, or any astronomical time series to detect periodic variations....
Composition patterns using HostDirectives and Pure Pipes.
Standards for Standalone Components, Signals inputs, and Control Flow.
Structured Concurrency, Flow patterns, and Asynchronous programming standards.
Best practices for JPA, Hibernate, and Database interactions in Spring Boot
Modern Java standards (21+) including Records, Pattern Matching, and Virtual Threads.
Standards for project structure, layering, and API design in Spring Boot 3+ applications
Standards for structural design, Clean Architecture, and project layout in Golang.
Core patterns for robust Kotlin code (Scope Functions, Backing Properties).
Standards for safe concurrent programming using Goroutines, Channels, and Context.
Standards for synchronous (Feign) and asynchronous (Cloud Stream) communication
Standards for scheduled tasks and distributed locking with ShedLock
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