google-cloud-translateGoogle Cloud Translate integration. Manage data, records, and automate workflows. Use when the user wants to interact with Google Cloud Translate data.
Install via ClawdBot CLI:
clawdbot install membranedev/google-cloud-translateGrade Limited — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://getmembrane.comUses known external API (expected, informational)
cloud.google.comAudited Apr 17, 2026 · audit v1.0
Generated Apr 17, 2026
Automatically translate product descriptions and specifications for international e-commerce platforms, enabling sellers to list items in multiple languages without manual effort. This helps expand market reach and improve customer experience by providing localized content.
Translate customer support tickets and responses in real-time to assist global customers in their native languages, reducing language barriers and improving resolution times. This ensures consistent service quality across diverse regions and enhances customer satisfaction.
Integrate machine translation into content management systems to automatically translate blog posts, articles, and web pages, allowing publishers to maintain up-to-date multilingual sites efficiently. This reduces the cost and time associated with human translators for routine updates.
Translate educational resources, such as course materials and study guides, into various languages to support international students and remote learning programs. This facilitates access to knowledge across language divides and supports global educational initiatives.
Provide initial translations of legal documents, contracts, and compliance materials to aid in cross-border business operations, though final review by human experts is recommended for accuracy. This speeds up preliminary assessments and reduces initial translation costs.
Offer the translation skill as part of a subscription-based software service, where users pay a monthly fee to access automated translation features within their applications. Revenue is generated through tiered pricing based on usage volume or number of supported languages.
Provide basic translation capabilities for free to attract users, with premium features such as higher accuracy, faster processing, or advanced language support available for a fee. This model encourages adoption and upsells to paid plans as user needs grow.
License the translation skill to large organizations for internal use, such as in customer support or content management systems, with custom pricing based on enterprise-scale usage and integration requirements. Revenue comes from one-time licenses or annual contracts.
💬 Integration Tip
Use Membrane's pre-built actions for common translation tasks to save development time and ensure secure authentication, and always check existing connections before creating new ones to avoid duplicates.
Scored Apr 19, 2026
Translate text accurately — preserve formatting, handle plurals, and adapt tone per locale.
Auto-detect task complexity for Claude models (Haiku + Sonnet). Route simple tasks to Haiku, escalate complex ones to Sonnet. Save 50%+ on API costs. | 適用 Claude 模型(Haiku + Sonnet),自動偵測任務難度,簡單用 Haiku,複雜升級 Sonnet,輕鬆省下 50% 以上的費用。— RULES: Before responding, classify the task. If it matches an escalation trigger, call sessions_spawn with the full task and model anthropic/claude-sonnet-4-20250514 IMMEDIATELY. Do NOT answer complex tasks yourself. ESCALATE: analysis, comparisons, planning, strategy, code >10 lines, reports, proposals, multi-step reasoning, tables, outlines, charts, long writing >3 paragraphs, summarization, long translation. NEVER on Haiku: comparison tables, code >10 lines, multi-step analysis, reports, complex reasoning. STAY on Haiku: factual Q&A, definitions, greetings, reminders, short lookups, casual chat, 1-2 sentence tasks. When in doubt, escalate. Keep Haiku replies concise.
End-user guide for running and configuring the `translate` CLI across text/stdin/file/glob inputs, provider selection, presets, custom prompt templates, and...
Translates articles and documents between languages with three modes - quick (direct), normal (analyze then translate), and refined (analyze, translate, revi...
Japanese-English translator and language tutor. Use when: (1) User shares Japanese text and wants translation (news articles, tweets, signs, menus, emails). (2) User asks "what does X mean" for Japanese words/phrases. (3) User wants to learn Japanese grammar, vocabulary, or cultural context. (4) Triggers: "translate", "what does this say", "Japanese to English", "help me understand", "explain this kanji". Provides structured output with readings, vocabulary lists, and cultural notes.
Real time video translation / dubbing skill. Translate user-provided video (file or URL) and return preview_url. 适用于视频直译、视频翻译、视频配音、字幕翻译出片。