Mandatory shortcut trigger and usage guidance. ALWAYS check if shortcut applies before responding to ANY coding or development request.

Zero-trust security patterns for frontend and backend

**[REQUIRED]** Use for **ALL** requests involving local Apache Polaris: setup, API queries, catalog operations, cleanup, teardown. **AUTO-ACTIVATE:** If `.snow-utils/snow-utils-manifest.md` contains `polaris-local-forge:` this skill MUST handle ALL operations including cleanup. **DO NOT** use `polaris` CLI (does not exist), curl to Polaris endpoints (needs OAuth), or docker ps checks - invoke this skill first. Triggers: polaris local, local iceberg catalog, local polaris setup, rustfs setup, create polaris cluster, try polaris locally, get started with polaris, apache polaris quickstart, polaris dev environment, local data lakehouse, replay from manifest, reset polaris catalog, teardown polaris, clean up, cleanup, delete cluster, remove resources, polaris status, list catalogs, show namespaces, list tables, show catalog, describe table, list principals, show principal roles, list views, polaris namespaces, polaris catalogs, query data, query table, query iceberg, query catalog data, show my data, show table data, show records, how many rows, count rows, count records, run sql, run query, duckdb query, select from, group by, aggregate.

Use when setting up or customizing Tailwind CSS configuration, theme customization, plugins, and build setup. Covers tailwind.config.js setup and content paths.

Refines vague product or workflow ideas into a focused direction, MVP scope, assumptions, and the right next nForma workflow.

Interact with GitHub repositories using the GitHub API

Implements tRPC-based communication between VS Code extension host and React webviews. Use when creating new webview procedures (queries, mutations, subscriptions), adding a new webview router, wiring up a webview controller, using the tRPC client from React components, applying telemetry middleware (trpcToTelemetry), or supporting AbortSignal-based cancellation in webview operations.

Use constraint compilation in healthcare operations with emphasis on safety, dignity, equity, and long-term societal benefit.

Use the mcporter CLI to list, configure, auth, and call MCP servers/tools directly (HTTP or stdio), including ad-hoc servers, config edits, and CLI/type generation.

Patterns and best practices for building AI agents in Zig. Covers tool systems, context management, LLM providers, streaming responses, and session persistence. Use when implementing agent functionality.

Use when the user requests research, investigation, best practices, comparisons, or evidence-backed recommendations.

Guides and best practices for working with Neon Serverless Postgres. Covers getting started, local development with Neon, choosing a connection method, Neon features, authentication (@neondatabase/...

Check Ceph storage health on OpenShift OCS/ODF clusters. Use when PVCs are stuck in Pending, storage provisioning fails, Ceph is degraded, OSDs are full, or cluster storage needs diagnosis.

Strategic business coach (Leila Hormozi-style) providing direct, no-BS guidance on scaling, resource allocation, systems thinking, and strategic decision-making for entrepreneurs.

> **"The code looks correct" is NOT validation.**

Comprehensive guidance for managing projects with Fossil SCM from the command line, covering repository management, commits, branching, multi-user workflows, and the ticketing system.

Use the Koyeb Sandbox JS SDK (@koyeb/sandbox-sdk) to create and manage sandboxes programmatically from Node.js. Use when the user wants JavaScript/TypeScript sandbox automation.

พัฒนา Frontend ด้วย Angular, React, Vue, Next.js อย่างมืออาชีพ

v1.6.0 G-SKLL | Guided Oracle birth and awakening ritual (~15 min). Use when creating a new Oracle in a fresh repo. Orchestrates /learn and /trace for philosophy discovery.

Configures the project management tool by guiding selection from supported options, applying the implementation guide, updating way-of-working adoption, and recording the decision via /record-decision. Idempotent — detects existing configuration.

Use persistent markdown files for complex task execution. Creates task_plan.md, findings.md, and progress.md. Use when starting multi-step tasks, research projects, or any task requiring >5 tool calls. Solves the EXECUTION problem - staying focused during long-running tasks.

Guidance for using the .NET Aspire CLI to create, initialize, run, update, publish, deploy, and manage Aspire AppHost projects. Use when selecting or explaining Aspire CLI commands, flags, or workflows (new/init/run/add/update/publish/deploy/do/exec/config/cache/mcp), or when upgrading to Aspire 13.1 CLI behaviors. MCP commands (aspire mcp init) are included when explicitly requested.

Create AI avatar and talking head videos with OmniHuman, Fabric, PixVerse via inference.sh CLI. Models: OmniHuman 1.5, OmniHuman 1.0, Fabric 1.0, PixVerse Lipsync. Capabilities: audio-driven avatars, lipsync videos, talking head generation, virtual presenters. Use for: AI presenters, explainer videos, virtual influencers, dubbing, marketing videos. Triggers: ai avatar, talking head, lipsync, avatar video, virtual presenter, ai spokesperson, audio driven video, heygen alternative, synthesia alternative, talking avatar, lip sync, video avatar, ai presenter, digital human

Capture subject matter expertise and domain knowledge that will inform all product decisions - the ubiquitous language, domain rules, and principles from the field

Accept payments on any website using moneydevkit. Use when building a site that sells something, adding a checkout/paywall, or integrating payments into a Next.js or Replit app. Supports fixed pricing, pay-what-you-want, products, customers, and orders. Bitcoin Lightning under the hood — works globally, no bank account needed.

Gather design change requests through interactive dialog and create a structured Issue.

Agent-ready SDK for MoltMoon—launch tokens, trade with lowest fees, earn USDC rewards, all programmatic. Super early gem at 18k mcap with builders cooking more.

Time-boxed technical investigation with structured findings document, tech spike, research spike, proof of concept. Use for time-boxed research, technical spikes, or proof of concept work.

Read Notion pages and databases using MCP tools. Use when looking up Notion content, reading pages, or querying databases.

Multi-agent parallel research with peer-challenged synthesis. Use for deep research, codebase exploration, or investigating how something works.

RICE-scored backlog prioritization. Use for sprint planning, feature prioritization, or backlog grooming.

유저스토리를 기반으로 사용자 인터페이스와 경험을 디자인할 때 상세한 UI/UX 디자인 명세를 작성합니다.

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zoom-skills

Create and manage world elements for a story project. Locations and systems (magic, politics, technology, etc.) are stored as markdown files in the `worldbuilding/` directory with YAML frontmatter. Al

Design philosophy for adaptive, spatial interfaces. Paradigm selection, material language, interaction patterns, inclusive design, ecosystem thinking, and progressive immersion strategy. Use for design direction, visual language decisions, and spatial UI planning.

Audit skill for YAML compliance, pure XML structure, progressive disclosure, and best practices

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Interact w/ Google's Gemini CLI locally. Run queries, get responses, compare outputs.

Pydantic v2 model patterns for req/res validation, MongoDB conversion, validation rules. Travel Panel conventions.