Use when the user is doing AI/ML work in a scientific domain such as biology, chemistry, physics, astronomy, climate, genomics, materials, medicine, ecology, energy, engineering, math, drug discovery, protein design, weather modeling, theorem proving, single-cell, or PDE solving. Hugging Science is a curated catalog of scientific datasets, models, blog posts, and interactive Spaces. This skill helps discover and use resources via `datasets`, `transformers`, the HF Inference API, `gradio_client`, and methodology citations.

Comprehensive citation management for academic research. Search OpenAlex, PubMed, and Google Scholar for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to find papers, verify citation information, convert DOIs to BibTeX, or ensure reference accuracy in scientific writing.

Turn a weekly changelog .md into a finished branded changelog video (square 1080, ~45-60s, Annie VO, animated brand background, mock-UI visualizations, lowkey captions). Use when the user provides a changelog/digest markdown and wants the weekly video, or says "changelog video". Self-contained — fonts, background, lexicon, and scripts ship in this skill.

Create, read, edit, template, and review Word .docx files.

Apply Stave's desktop-first design system when a task changes UI, layout, theme, dialogs, sidebars, empty states, settings, prompt input, or other visual UX in this repo. Use for prompts like "디자인", "UI", "redesign", "polish", "sidebar", "dialog", "settings", or whenever a new interface pattern is introduced. Always use existing shadcn components and the radix-vega preset first — never hand-roll a control that shadcn already provides.

Complete and maintain frontend i18n translations for this project. Covers finding missing translation keys, detecting untranslated entries, and adding translations for all supported locales (en, zh, zh-TW, fr, ja, ru, vi). Use for any task involving frontend locale files, missing translation keys, untranslated UI text, `t(...)` keys, `useTranslation()`, static i18n keys, button/label/ toast/dialog/placeholder/validation copy, or adding/fixing even a single i18n key. Use when review findings mention missing i18n, when new UI text needs translation, or when the user asks to add translations, fix i18n, or complete missing translations. Always load and follow this skill before translating, adding locale keys, or editing frontend i18n files.

Builds documentation sites on the Astro Starlight theme. Use when scaffolding a docs site, configuring the sidebar, defining the `docs` collection, excluding pages from search or swapping Pagefind for DocSearch, adding a Starlight plugin, or translating docs into more locales.

Installs Astro UI framework renderers (React, Preact, Vue, Svelte, `solid-js`, Alpine) into the `integrations` array of `astro.config`. Use when adding a `.jsx`, `.tsx`, `.vue`, or `.svelte` component to an Astro site, hand-wiring a community renderer, or scoping `include` because two JSX renderers share one project.

Optimizes images and loads fonts in Astro. Use when adding local or remote images, choosing between `<Image />`, `<Picture />`, and `getImage()`, making images responsive, or registering a font family.

Configures Astro 7 routing, output modes, middleware, and upgrades from Astro 5 or 6. Use when choosing static or server output, adding middleware, creating pages or endpoints, or migrating to Astro 7.

Use when designing or reviewing a component's public API. Naming, props, compound component structure, CSS custom properties, and data-attributes.

Reconstructs focused MCP capabilities as small, tested Pi tool definitions. Use when an MCP server exposes too many tools, when wrapping selected MCP calls for an SDK harness, or when replacing an MCP dependency with native code and recorded fixtures.

Configure TOTP authenticator apps, send OTP codes via email/SMS, manage backup codes, handle trusted devices, and implement 2FA sign-in flows using Better Auth's twoFactor plugin. Use when users need MFA, multi-factor authentication, authenticator setup, or login security with Better Auth.

Configure Better Auth server and client, set up database adapters, manage sessions, add plugins, and handle environment variables. Use when users mention Better Auth, betterauth, auth.ts, or need to set up TypeScript authentication with email/password, OAuth, or plugin configuration.

Quick-reference card for all caveman modes, skills, and commands. One-shot display, not a persistent mode. Trigger: /caveman-help, "caveman help", "what caveman commands", "how do I use caveman".

Multi-agent orchestrator for Claude Code. Use when user mentions gastown, gas town, gt commands, bd commands, convoys, polecats, crew, rigs, slinging work, multi-agent coordination, beads, hooks, molecules, workflows, the witness, the mayor, the refinery, the deacon, dogs, escalation, or wants to run multiple AI agents on projects simultaneously. Handles installation, workspace setup, work tracking, agent lifecycle, crash recovery, and all gt/bd CLI operations.

Install, configure, and operate MemPalace, including a private local palace, a shared-brain hub, or a client joining an existing hub. Use for first-time setup, MCP wiring, mining, status, wings, rooms, drawers, shared-brain identity, or logstream readiness.

Use when diagnosing Flutter layout issues, inspecting widget rebuilds, setting breakpoints, or tracking down UI rendering anomalies.

Use when managing complex form state, synchronous and asynchronous input validation, or form submission transitions in BLoC.

Analyzes encryption algorithms, key management, and file encryption routines used by ransomware families to assess decryption feasibility, identify implementation weaknesses, and support recovery efforts. Covers AES, RSA, ChaCha20, and hybrid encryption schemes. Activates for requests involving ransomware cryptanalysis, encryption analysis, key recovery assessment, or ransomware decryption feasibility.