Machine Learning

Build AI applications on Azure using Azure OpenAI, Cognitive Services, and ML services with enterprise patterns

This skill should be used when the user asks to "migrate from subgraph", "convert subgraph to hyperindex", "migrate from thegraph", "port subgraph", "convert subgraph handlers", "migrate assemblyscript to typescript", or mentions TheGraph, subgraph migration, subgraph.yaml conversion, or converting from TheGraph to Envio. For core HyperIndex development patterns, refer to the hyperindex-development skill.

PowerPoint presentation toolkit for creating new presentations, editing existing ones, and using templates. Supports HTML-to-PPTX conversion, slide manipulation, and professional design. Use when building presentations, slide decks, or visual reports.

Combines YouTube lecture transcripts with PDF slides to create an interactive HTML page. Matches each slide to corresponding transcript segments, organized by key concepts. Use when users want to create synchronized lecture notes from transcript text files and slide PDFs.

Keycloak identity and access management including realms, clients, authentication flows, themes, and user federation. Activate for OAuth2, OIDC, SAML, SSO, identity providers, and authentication configuration.

Create a new Architectural Decision Record (ADR) with automatic numbering and standard template. Use when documenting significant architectural or design decisions in the mlir-sem project.

Comprehensive purple team security assessment skill that analyzes codebases like a skilled penetration tester, identifies attack vectors, and provides remediation guidance. Use this skill when: (1) Performing security audits or code reviews, (2) Identifying vulnerabilities before deployment, (3) Running purple team exercises (offensive analysis + defensive remediation), (4) Checking for OWASP Top 10 vulnerabilities, (5) Scanning for hardcoded secrets, API keys, or credentials, (6) Analyzing authentication/authorization flaws, (7) Reviewing cryptographic implementations, (8) Auditing infrastructure-as-code (Terraform, K8s, Docker), (9) Generating security reports in Markdown, HTML, or JSON format. Triggers: "security audit", "purple team", "penetration test", "find vulnerabilities", "security review", "attack vectors", "remediate vulnerabilities", "OWASP", "security scan".

GitLab CI/CD pipeline patterns including testing stages, Docker builds, caching strategies, secrets management, deployment patterns (blue-green, canary, rolling), and rollback procedures. Use when creating .gitlab-ci.yml, optimizing CI performance, setting up deployment pipelines, or troubleshooting CI failures.

This skill should be used when the user asks about "workflow XML", "planner", "agent dependencies", "workflow parsing", "task orchestration", or needs to understand the workflow system in XSky.

Use when writing HTML/JSX with Tailwind CSS for common UI patterns like heroes, forms, lists, navbars, modals, cards, or any standard web component

Data visualization with OpenAlgo - candlestick charts, options payoff diagrams, P&L dashboards, and real-time Streamlit dashboards

Summarize conversation content and save to Apple Notes app using HTML format. Use when user asks to "总结并保存到备忘录", "summarize and save to Notes". Handles both summarization and saving in one step. Can save to custom folder if user specifies.

Создание профессиональных аналитических справок по финансам, экономике и юриспруденции в формате HTML. Два дизайна на выбор — dark-premium (тёмная тема с золотыми акцентами) и analytics-green (светлая тема с бирюзовыми акцентами). Создаёт две версии — статичную для мобильных устройств и интерактивную для компьютеров. Использовать при запросах на создание аналитических отчётов, финансовых справок, экономических обзоров, юридических заключений, сравнительных анализов, инвестиционных меморандумов.

Analyzes writing-ecosystem traces to fix style.yaml, template.yaml, and tools.yaml based on quality issues found in production runs.

Automated release coordination and deployment with swarm orchestration for seamless version management, testing, and deployment across multiple packages. Use for release pipelines, version coordination, deployment orchestration, and release documentation.

Analyze performance-related HTML issues on web pages. Use when users ask to check page performance, audit resource loading, verify lazy loading, check preload hints, or analyze render-blocking resources. Detects missing optimizations, large resources, render-blocking issues, and Core Web Vitals problems.

Comprehensive verification of submodule setup including symlink integrity, template generation, git configuration, and CODITECT framework accessibility.

Keep HTTP handlers and OpenAPI (openapi.yaml) in sync. Use when adding/changing endpoints, request/response schemas, auth requirements, or error shapes.

Expert assistant for developing Juju charms using charmcraft. Use when initializing charm projects, building charms, managing charm libraries, publishing to Charmhub, running tests, or working with charmcraft.yaml configuration. Keywords include charmcraft, Juju, charm development, Charmhub publishing, charm libraries, pack, build, upload, release, init, extensions.

Run and interpret visual QA pipeline for EPUB XHTML files. Use when user asks about layout, screenshots, visual issues, or rendering problems in REBRANDED_OUTPUT.