This skill helps you write practical, safe, and maintainable Rust code in the spirit of Carol Nichols, with clear explanations and real-world patterns.

This skill enables time series machine learning tasks such as forecasting, classification, anomaly detection, and clustering using aeon with scikit-learn

This skill verifies WCAG 2.1 AA/AAA compliance and guides automated and manual accessibility testing to remediate issues.

Search and navigate knowledge base using README.md indexes, pattern matching, and directory tree analysis. Use when user searches for files, topics, mentions "where is", "find", "search for", or asks content location queries.

This skill assesses R&D eligibility under Division 355, classifies core vs supporting activities, and estimates eligible expenditure and tax offsets.

This skill helps you implement RBAC and multi-tenant authorization in a Go Echo backend, outlining roles, permissions, and JWT-based access control.

Node.js backend expert. PROACTIVELY use when working with Express, NestJS, Fastify, Node.js APIs. Triggers: nodejs, express, nestjs, fastify, api route, backend

Expert in Terminal UI (TUI) using Charm stack (BubbleTea, Lipgloss).

JavaScript and TypeScript best practices covering naming conventions, control flow, state management, TypeScript patterns (avoid any/enum, prefer type over interface), safety (input validation, assertions, error handling), performance optimization (reduce branching/looping, memoization, defer await, cache property access, storage API caching, avoid needless allocations, currying for hot paths), and documentation (JSDoc, comment markers). Use when writing JS/TS functions, refactoring code for performance, reviewing code quality, fixing type errors, optimizing loops or conditionals, adding validation, or improving error messages.

This skill helps you design reusable algorithms following Stepanov's generic programming, focusing on minimal requirements, concepts, and iterator-based

This skill helps Senior Product Owners generate INVEST-compliant user stories, plan sprints, and manage backlog with velocity tracking.

Ansible 自动化运维

Expert in Telegram Bot API, Webhooks, and Mini App Authentication.

MCP Response Analyzer pattern - Write large responses to temp files, load summaries into context

Comprehensive vitest testing patterns covering test structure, AAA pattern, parameterized tests, assertions, mocking, test doubles, error handling, async testing, and performance optimization. Use when writing, reviewing, or refactoring vitest tests, or when user mentions vitest, testing, TDD, test coverage, mocking, assertions, or test files (*.test.ts, *.spec.ts).

This skill helps you design declarative, GPU-accelerated native UIs with synchronized trees and Rust patterns inspired by Raph Levien.

Track and integrate external communications (emails, chat messages, screenshots) into project context with timeline management. Use when user mentions "email", "message", "communication", "screenshot", "track", "import", "sync", or wants to import external information sources into the project timeline.

This skill converts Markdown into a professional Apple-design PDF whitepaper with auto cover, table of contents, and typography.

This skill automates Google Slides storyboard-driven deck creation, transforming content into polished presentations with templates, visuals, and notes.

This skill creates well-structured GitHub issues from conversation, organizing work into parent issues with sub-tasks and clear acceptance criteria.

CRITICAL: MUST run for EVERY message. Detects agent, complexity, AND model automatically. Always runs FIRST.