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Internationalization (i18n) and Localization (L10n) best practices.

Use for Ariadne MCP-backed Kubernetes state questions: translate operational questions into Cypher, repair graph_query failures, and decide when graph_schema or graph_health is needed. Best for live or snapshot-backed graph data about resource relationships; do not use for codebase-only tasks or generic Kubernetes explanations.

将发布说明转换为中文、英文、客户版和技术版，同时保持术语一致。；use for localization, release-notes, translation workflows；do not use for 机翻敏感合同条款, 替代专业法律翻译.

无所不能 — Universal prompt compression protocol. Translate natural language into compressed I-Lang syntax (save 40-65% tokens). Text-to-text translator only — does not access files, URLs, or external resources. Works with ChatGPT, Claude, Gemini, DeepSeek, Kimi. Instruction-only, no code, no credentials.

Save 40-65% tokens on summarization tasks. Compress verbose summary prompts into structured one-line instructions. Text-to-text translator only — no CLI, no API key, no install, no external dependencies. Works on ChatGPT, Claude, Gemini, DeepSeek, Kimi. Instruction-only, zero dependencies.

Stop learning prompt engineering. Tell AI what you want in plain language — AI writes the perfect instruction for you in I-Lang. Copy it to any other AI, it executes perfectly. Zero prompt skills needed. Text-to-text translator only, no code, no install, no credentials.

Use when interpreting biological research findings, evaluating life science evidence, analyzing molecular or cellular mechanisms, comparing competing biological hypotheses, designing or critiquing experiments in biology, genetics, genomics, cell biology, immunology, neuroscience, ecology, or any life science domain. Triggers on questions about gene function, pathways, phenotypes, GWAS hits, single-cell data, animal models, clinical translation, evolutionary arguments, or any biology/life science reasoning task.

Use medical translation for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.

Use when converting medical text between academic and patient-friendly tones, translating medical jargon for patients, adapting research papers for public audiences, or rewriting clinical notes for patient handouts. Maintains medical accuracy while adjusting readability level.

Assess translational gaps between preclinical models and human diseases.

Zyla API Hub Skill — Turn your OpenClaw AI agent into a real-world operator. Power it with 10,000+ production-ready APIs from Zyla API Hub — instant access to weather, finance, translation, email validation, geolocation, and more.

Build, measure, and evolve company culture as operational behavior — not wall posters. Covers mission/vision/values workshops, values-to-behaviors translation, culture code creation, culture health assessment, and cultural rituals by stage. Use when building company values, assessing culture health, designing cultural rituals, creating culture codes, handling culture clashes, or when user mentions culture, values, culture debt, founder culture, or culture code.

International market expansion strategy. Market selection, entry modes, localization, regulatory compliance, and go-to-market by region. Use when expanding to new countries, evaluating international markets, planning localization, or building regional teams.

Build, run, and visualize multi-step AI generation workflows. The AI architect translates natural language descriptions into connected node graphs — chain image generation, video creation, enhancement, and editing into automated pipelines.

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Turn rough notes, founder insights, and English drafts into natural Xiaohongshu posts that feel human, trustworthy, and platform-native.

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Synthesize new works from extracted functional DNA documents. Use when adapting a source work to a new context, when combining multiple source extractions, or when generating variations that preserve function while changing form.

- {'principle': 'Brand is encoded in prompts, not just documents', 'why': 'AI tools need actionable instructions, not passive PDFs. Every brand\nguideline must translate to reusable prompts that AI ca

Create an AI Product Strategy Pack (thesis, prioritized use cases, system plan, eval + learning plan, agentic safety plan, roadmap). Use for AI product strategy, LLM/agent strategy, AI roadmap, AI-first product direction.

This skill is used to implement Android UI in Jetpack Compose based on an existing UX flow, focusing on clear hierarchy, list vs form separation and discoverable navigation.

Create polished, performant animations and micro-interactions.

Applies Disney's 12 animation principles to UI motion design. Use when improving animation quality, designing micro-interactions, creating easing curves, or making transitions feel natural and purposeful.

Provides comprehensive guidance for Ant Design React component library including components, design system, themes, and TypeScript support. Use when the user asks about Ant Design for React, needs to build React applications with Ant Design, or implement design system patterns.

Batch update ARB translation files across all languages when new translation keys are added to English and Chinese files; use when adding new i18n strings to the Flutter app.

Best practices and rules for architecting scalable, maintainable systems.

Transform rough image generation prompts into consistent, effective art direction. Use when getting inconsistent results from AI image generators, need variations matching existing style, or translating vague ideas into precise prompts. Outputs structured prompts, negative prompts, and composition variants.

Internationalization patterns for Astro sites. Multi-language routing, content translation, locale switching, RTL support. Use for multi-market lead generation.

Business Operations - assign business cases, financial analysis, KPI tracking, and data analysis tasks

Execute ad-hoc database queries to explore the book's knowledge base using natural language questions that translate to semantic search, graph traversal, timeline queries, or hybrid queries

name: business-context

Translate stakeholder questions and business objectives into structured requirements and success criteria. Use when framing pilot scope, defining problem statements, and establishing acceptance metrics based on interviews, briefs, or process documentation.

Parse and execute commands given in Cantonese. Use when user gives instructions or requests actions in Cantonese. Translates Cantonese commands to executable actions.

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Transform technical changelog entries into user-friendly newsletter content for email, blog posts, and release notes. Use when converting CHANGELOG.md files, git commit logs, or release notes into customer-facing communications.

name: code-translation

Work with CWICR database across 9 languages. Cross-language matching, translation, and regional pricing.

Define or refresh a product vision and produce a shareable Product Vision Pack (vision statement, narrative, pillars, strategic choices, rollout). Use for product vision, vision statement, product direction, long-term product strategy.

deploy-check

Creates conceptual designs that illustrate design strategy and approach. Leverages research insights and design briefs to develop UI concepts, mood boards, and interactive prototypes. Translates strategic direction into visual design explorations that communicate intent and gather feedback.

Design in pseudocode first, iterate approaches, then translate to code

Use when planning multi-channel editorial calendars, enforcing publishing cadences, and coordinating distribution workflows across GTM teams.

Translate English content to Thai with cultural adaptation for idioms, formality levels (กระผม/ผม/ครับ/ค่ะ/นะ), honorifics, and context-appropriate register. Use when translating to Thai, adapting cultural references, localizing English content for Thai audiences, or questions about Thai language formality and cultural nuance.

Create branded 404 and 500 error pages.

Excel Translation Skill

Documentation pattern for translating brand platforms into modular experience

Parse and document algorithm pseudocode from research papers. Use when preparing for implementation.

Fetch transcripts and subtitles from YouTube videos using youtube-transcript-api. Use when extracting video transcripts, listing available languages, translating captions, or processing YouTube content for summarization or analysis.