Release AutoWSGR Python backend to PyPI and GitHub. USE WHEN: bumping backend version, publishing to PyPI, creating backend release, tagging backend build. Includes mandatory local CI check before push.
Use when the user asks to buy a product from the Shopify store. Orchestrates checkout with credit card details injected via keypo-signer vault exec (biometric policy — Touch ID required).
Create and publish distributable scientific Python packages following Scientific Python community best practices. Covers pyproject.toml, src layout, Hatchling, metadata, CLI entry points, and PyPI publishing.
Decision framework for selecting and evolving third-party dependencies in symusic across C++, Python packaging, bindings, testing, and docs.
Shell scripting best practices for cross-platform CLI tools
Manage complete plugin lifecycle - install, uninstall, reset, destroy. Use when user runs /install-plugin, /uninstall, /reset-to-ideation, /destroy, /clean commands, or says 'install [Name]', 'remove [Name]', 'uninstall [Name]', 'delete [Name]'.
Adaptive brainstorming for plugin concepts and improvements when exploring ideas, not implementing. Autonomous triggers: "I want to make...", "Explore improvements to...", "brainstorm", "ideate", "new plugin idea", "what if I added". NOT for implementing existing improvement proposals (use plugin-improve skill).
Orchestrator for WebView UI mockup workflow - delegates design iteration to ui-design-agent and implementation scaffolding to ui-finalization-agent. Use when user mentions UI design, mockup, WebView interface, or requests 'design UI for [plugin]'.
Create branded PKG installers for plugin distribution. Use when user requests to package a plugin, create installer, share plugin with others, or mentions distributing/sending plugin to someone. Invoked by /package command or natural language like 'create installer for TapeAge' or 'package GainKnob'.
Orchestrates JUCE plugin implementation through stages 1-3 (Foundation, DSP, GUI) using subagent delegation with automatic validation after each stage. Use when implementing plugins after planning completes, or when resuming with /continue command. Invoked by /implement command.
Use when adding, removing, or changing any public API surface in this repo (method signatures, class members, interface members, enum values, constructor parameters, or serialization behavior). Guides a systematic backward-compatibility check before committing.
Best practices and idiomatic patterns for SolidJS development. Use when writing, reviewing, or refactoring SolidJS components, signals, stores, effects, or reactive primitives. Triggers on: SolidJS, Solid.js, solid-js, createSignal, createEffect, createMemo, createStore, createResource, or when the project uses SolidJS as its UI framework.
Generate anywidget components for marimo notebooks.
Convert a Jupyter notebook (.ipynb) to a marimo notebook (.py).
Write a marimo notebook in a Python file in the right format.
How to build and preview renderer/playground changes locally. Use this skill when modifying the renderer (themes, components, styles), the playground (theme picker, examples), or any Python source that needs to appear in the playground. Covers the build pipeline, common pitfalls, and how to iterate.
Comprehensive knowledge base for jzero framework (enhanced go-zero). Use this skill when working with jzero to understand correct patterns for REST APIs (Handler/Logic/Context architecture), RPC services (service discovery, load balancing), Gateway services, database operations (sqlx, MongoDB, caching), resilience patterns (circuit breaker, rate limiting), and jzero-specific features (git-change-based generation, flexible configuration, custom templates). Essential for generating production-ready jzero code that follows framework conventions.
Develop Vue 3 frontend interfaces using Arco Design Vue component library. Strictly follow Arco Design specifications for component usage, layout, spacing, typography, and visual patterns. Use this skill when building enterprise-level Vue applications with Arco Design.
Analyze UI code changes to plan, create, and maintain Playwright demo videos - change detection, test writing, video recording lifecycle
Deploy or redeploy the Kagenti Kind cluster using the Python installer - quick redeploy, manual steps, and troubleshooting
