spatialdata
SpatialData framework for handling spatial multi-modal and multi-scale data. Use this skill for questions about spatial omics data analysis, visualization, and the SpatialData Python ecosystem.
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SpatialData framework for handling spatial multi-modal and multi-scale data. Use this skill for questions about spatial omics data analysis, visualization, and the SpatialData Python ecosystem.
Access Jira issues and Confluence pages via Python scripts with OAuth 2.0 authentication. Use when user asks about Jira tickets, issues, bugs, stories, epics, sprints, or Confluence pages, wiki, documentation.
Convert BPMN 2.0 XML files into Draw.io native format (.drawio) using the bpmn2drawio Python tool. Renders properly in Draw.io Desktop or web applications. Use this skill when a user wants to visualize a BPMN process in Draw.io, convert BPMN to editable diagrams, or create Draw.io files from process definitions. Triggers on: "convert BPMN to Draw.io", "create drawio from BPMN", "visualize BPMN in Draw.io".
Comprehensive code review assistant that analyzes code for security vulnerabilities, performance issues, and code quality. Use when reviewing pull requests, conducting code audits, or analyzing code changes. Supports Python, JavaScript/TypeScript, and general code patterns. Includes automated analysis scripts and structured checklists.
Use this skill when creating, updating, or querying AI-optimized tracking artifacts (progress files, context notes, bug fixes, observation logs) in YAML+Markdown hybrid format for 95% token reduction. Invoke for: creating phase progress tracking, updating task status and blockers, querying pending work across phases, generating session handoff reports, validating artifact completeness, or migrating existing markdown files to hybrid format. Provides three embedded agents (artifact-tracker, artifact-query, artifact-validator) plus Python migration tools for efficient multi-phase project tracking.
Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, Bun, Express, React Native, Swift, Kotlin, Flutter, Postgres, GraphQL, Go, Python. Includes architecture diagram generation, system design patterns, tech stack decision frameworks, and dependency analysis. Use when designing system architecture, making technical decisions, creating architecture diagrams, evaluating trade-offs, or defining integration patterns.
Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, NodeJS, Express, React Native, Swift, Kotlin, Flutter, Postgres, GraphQL, Go, Python. Includes architecture diagram generation, system design patterns, tech stack decision frameworks, and dependency analysis. Use when designing system architecture, making technical decisions, creating architecture diagrams, evaluating trade-offs, or defining integration patterns.
M3社が開発したPythonの機械学習パイプラインツールgokartに関する深い知識とベストプラクティスを提供する。Use when reviewing gokart task designs, implementing type-safe ML pipelines, writing gokart tests, or working with gokart and Pandera integration. Trigger when user mentions gokart, TaskOnKart, TaskInstanceParameter, Pandera DataFrames with gokart, or requests code review for ML pipeline tasks.
Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, NodeJS, Express, React Native, Swift, Kotlin, Flutter, Postgres, GraphQL, Go, Python. Includes architecture diagram generation, system design patterns, tech stack decision frameworks, and dependency analysis. Use when designing system architecture, making technical decisions, creating architecture diagrams, evaluating trade-offs, or defining integration patterns.
Implement features end-to-end in Laravel 12 + Inertia.js + React 19 + TypeScript OR Python + FastAPI + LangChain. Use when building new features, wiring controllers to pages, or implementing CRUD operations. EXCLUSIVE to fullstack-developer agent.
Generate comprehensive WIKI.md documentation for any codebase using LSP for precise code analysis. Use when user asks to document a codebase, generate technical documentation, create architecture diagrams, or analyze code structure and dependencies. Supports TypeScript, JavaScript, Python, Go, Rust, Java, and C/C++ projects.
Multi-ecosystem dependency analysis tools. Provides structured data for vulnerability scanning and version checking. The AI applies intelligence to create rich reports - scripts are data providers only. Supports Maven projects (pom.xml), with Python and Node.js support planned.
Access Jira issues and Confluence pages via Python scripts with OAuth 2.0 authentication. Use when user asks about Jira tickets, issues, bugs, stories, epics, sprints, or Confluence pages, wiki, documentation.
Provides comprehensive code review guidance for React 19, Vue 3, Rust, TypeScript, Java, and Python. Helps catch bugs, improve code quality, and give constructive feedback. Use when: reviewing pull requests, conducting PR reviews, code review, reviewing code changes, establishing review standards, mentoring developers, architecture reviews, security audits, checking code quality, finding bugs, giving feedback on code.
Determines project type from context to configure analysis thresholds. Checks prompt, scans documents, or asks user if type cannot be inferred. Outputs project_type for use by python-plan-optimization skill.
Maintain approved technology stack including TypeScript/Python languages, React/Tailwind frontend, Node.js/FastAPI backend, PostgreSQL/Redis persistence, and Ansible infrastructure automation with enforced quality gates. Use this skill when selecting technologies, adding dependencies, configuring tooling, or ensuring infrastructure-as-code practices. Applies to package.json, requirements.txt, CI/CD pipelines, Ansible playbooks, linters, formatters, testing frameworks, and all technology choices requiring documented approval and migration strategies.
Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, NodeJS, Express, React Native, Swift, Kotlin, Flutter, Postgres, GraphQL, Go, Python. Includes architecture diagram generation, system design patterns, tech stack decision frameworks, and dependency analysis. Use when designing system architecture, making technical decisions, creating architecture diagrams, evaluating trade-offs, or defining integration patterns.
Use when creating or updating docs/plan.md, docs/tasks.md, or docs/progress.md, or when asked about plan/todo/progress and next steps.