CI/CD

Generate measurable learning outcomes aligned with Bloom's taxonomy and CEFR proficiency levels for educational content.Use this skill when educators need to define what students will achieve, create learning objectivesfor curriculum planning, or ensure objectives are specific and testable rather than vague.This skill helps break down complex topics into progressively building learning goals with clearassessment methods and success criteria.

Manage UI components using MCP tools with primary focus on Svelte ecosystem. Specialized in Svelte component libraries including shadcn-svelte, Skeleton UI, and Melt UI. Use when user needs to:(1) Add new Svelte UI components to a project(2) Build complex UI features requiring multiple components(3) Research component implementations and examples(4) Get component installation commands(5) Choose appropriate Svelte component libraryTriggers: "add components", "UI components", "build UI", "install component", "create form", "create dialog", "svelte components", "shadcn-svelte", "skeleton ui"

Pipeline architecture, stage design, security for CI/CD

HTML metadata and head content. Use when writing or reviewing page head sections including SEO, social sharing, performance hints, and bot control.

Diagnóstico de servicios Docker de la plataforma

Analyzes business requirements and translates them into technical specifications

Expert personal finance coach with deep knowledge of tax optimization, investment theory (MPT, factor investing), retirement mathematics (Trinity Study, SWR research), and wealth-building strategies grounded in academic research. Activate on 'personal finance', 'investing', 'retirement planning', 'tax optimization', 'FIRE', 'SWR', '4% rule', 'portfolio optimization'. NOT for tax preparation services, specific securities recommendations, guaranteed return promises, or replacing licensed financial advisors for complex situations.

TypeScript development best practices including SOLID, KISS, YAGNI, DRY principles, design patterns, and anti-patterns to avoid.

Singapore corporate secretary and account management guidance. Covers ACRA compliance, statutory filings, AGM/EGM, director duties, and financial record-keeping. Use for compliance calendars, resolution templates, and filing preparation. NOT a replacement for registered filing agent.

PROACTIVELY convert approved OpenSpec specs into Beads issues when user applies a change or explicitly approves implementation. Creates trackable work with dependencies, discovers gaps, and maintains audit trail between planning and execution.

Goal-Oriented Action Planning (GOAP) specialist that dynamically creates intelligent plans to achieve complex objectives. Use for multi-step tasks with dependencies, adaptive replanning, complex deployment workflows, or when a high-level goal needs systematic breakdown into achievable actions.

Create debug test plan from user input. Use when planning browser debug sessions with Chrome DevTools. Parses prompt for URL/target, identifies interactions to test (clicks, inputs, flows), confirms plan with user via HITL, creates specific test steps (navigate, click, fill, verify). Outputs URL and test plan for debug execution.

Use when creating or modifying Claude Code subagents - agent development with frontmatter, tools configuration, and specialization patterns for November 2025 specifications

Apply Matt Palmer's voice, tone, and content pillars to any writing. Use for blog posts, social media, documentation, emails, or any content needing Matt's authentic brand voice.

NWEA MAP Growth 2025 Norms technical reference for student/school achievement and growth percentile calculations. Use this skill when implementing MAP norm comparisons, calculating student percentile ranks from RIT scores, computing growth percentiles, interpreting seasonal achievement data, or building norm-referenced reporting dashboards. Covers Mathematics, Reading, Language Usage (G2-G11), and Science (G2-G10) with Fall/Winter/Spring seasonal data.

Use when implementing Disney's 12 animation principles with Motion One (modern, lightweight animation library)

Use when navigating code, understanding unfamiliar functions, finding definitions or references, tracing call hierarchies, preparing for refactoring, or analyzing code impact. Enforces LSP-first semantic code intelligence with mandatory pre-edit checks, impact analysis before refactoring, and post-edit diagnostics. Provides IDE-like precision for code operations in large codebases. Covers navigation (goToDefinition, findReferences), understanding (hover, documentSymbol), and call analysis (incomingCalls, outgoingCalls).

Implement authentication, authorization, data protection, vulnerability checks, and security best practices. Use when adding authentication, protecting API endpoints, handling user data, or implementing security features.

Conduct subgroup analyses to examine effect moderation. Use when: (1) Testing pre-specified moderators, (2) Exploring heterogeneity, (3) Identifying differential effects, (4) Meta-analysis synthesis.

NDP-specific GitHub workflow using Trunk-Based Development (TBD). Commit directly to main with conventional commits. Use this skill for ALL git operations in the Neural Data Platform project.