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Prototype and explore technical approaches. Use when (1) multiple valid technical approaches exist, (2) performance characteristics unknown, (3) implementation path unclear, (4) need evidence-based te…
Use when Godot scripts exceed 150 lines or have multiple responsibilities. Detects scripts doing too many things (player movement + combat + inventory + UI). Automatically splits into focused scripts …
Use when Java Streams API for functional-style data processing. Use when processing collections with streams.
Parses log files to identify errors and self-correction attempts.
Core Ontology Schema Validator for Ontology-Driven-Architecture (ODA) codebases. Validates ObjectType, LinkType, ActionType, and PropertyDefinition schemas. Generates scaffold templates and checks cro…
Create PLAN.md file with phase-based breakdown for issues. Use after creating an issue with /issue to break down work into phases.
Expert project manager orchestrating backlog-curator, work-delegator, workstream-coordinator, and roadmap-strategist sub-skills. Coordinates complex software projects through delegation and strategic …
Shared Python best practices for LlamaFarm. Covers patterns, async, typing, testing, error handling, and security.
Generate frontend UI designs with a refined and unique style. Use for landing pages, dashboards, web application designs, and creating UI components. Avoid generic 'AI-like' designs to achieve a profe…
Google Play Billing Library for Android in-app purchases and subscriptions. Use for implementing IAP, managing products, handling purchases, validating transactions, and subscription management.
Provides comprehensive guidance for Layui Vue component library including components, layer dialogs, and utilities. Use when the user asks about Layui Vue, needs to use Layui components in Vue 3, or i…
Provides comprehensive guidance for searching and retrieving Maven components from Maven Central Repository (https://repo1.maven.org/maven2/). This skill enables searching by groupId, artifactId, vers…
Extract text and tables from PDF files, fill forms, merge documents. Use when working with PDF files or when the user mentions PDFs, forms, or document extraction.
Browser automation, visual testing, and screenshot validation using Playwright MCP server for accelerated web development. Master visual regression testing, automated UI testing, and cross-browser val…
Create comprehensive Product Requirements Documents (PRDs), break down features into epics and user stories, and establish clear acceptance criteria. Use this skill when you need to: (1) Transform a p…
Testing and validation specialist - handles test suite execution, mobile UX validation, accessibility checks, and pre-deployment QA.
Game server architecture, scalability, matchmaking, and backend systems for online games. Build robust, scalable multiplayer infrastructure.
Creates professional animations with GSAP (GreenSock Animation Platform). Use when building complex animations, scroll-triggered effects, timelines, or smooth transitions in any JavaScript framework.
Complete llama.cpp C/C++ API reference covering model loading, inference, text generation, embeddings, chat, tokenization, sampling, batching, KV cache, LoRA adapters, and state management. Triggers o…
Comprehensive guide for writing modern Neo4j Cypher read queries. Essential for text2cypher MCP tools and LLMs generating Cypher queries. Covers removed/deprecated syntax, modern replacements, CALL su…
Architectural thinking and code review. Apply for architecture decisions, complexity judgment, code taste, over-engineering rejection, code review, analysis, evaluation, or optimization.
Interactive scientific and statistical data visualization library for Python. Use when creating charts, plots, or visualizations including scatter plots, line charts, bar charts, heatmaps, 3D plots, g…
Use this skill when writing Python code following PEP 8 and modern Python best practices. Provides comprehensive guidance on code layout, naming conventions, EAFP philosophy, type hints, exception han…
Best practices for creating videos with Remotion. Use this when dealing with Remotion code, creating video animations, making videos with React, handling video compositing, animation, audio, subtitles…