lobster-translator［何时使用］当用户发出模糊指令（"帮我搞个 XXX"）时；当用户需要理清需求时；当内容过于正式需要翻译成人话时；当多 Agent 协作需要任务委托时
Install via ClawdBot CLI:
clawdbot install lj22503/lobster-translatorGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 22, 2026
When a marketing team gives vague instructions like 'launch a social media campaign,' this skill clarifies target platforms, content style, deadlines, and constraints. It translates formal marketing jargon into actionable steps for content creators, ensuring campaigns are executed efficiently.
Developers often request features with incomplete details, such as 'build a user dashboard.' This skill identifies missing requirements like scope, resources, and acceptance criteria. It converts technical specifications into clear tasks for project managers or other AI agents.
In support workflows, agents receive ambiguous queries like 'fix the login issue.' The skill clarifies user intent, detects gaps in context, and translates complex troubleshooting steps into simple, user-friendly instructions. It helps delegate tasks between support agents and technical teams.
Instructors or e-learning platforms need to simplify academic or technical concepts for students. This skill translates dense educational material into engaging, easy-to-understand language using analogies and emojis, making learning more accessible and fun.
In AI-driven environments, tasks like 'handle content distribution' require delegation between specialized agents. This skill standardizes task handoffs by providing structured templates with background, deliverables, and permissions, ensuring smooth collaboration and accountability.
Offer this skill as part of a subscription-based AI tool suite for businesses. Charge monthly or annual fees for access to advanced features like custom templates, integration with other tools, and priority support. Revenue scales with user count and usage tiers.
Provide a free basic version with limited templates and usage, then upsell premium features such as unlimited translations, multi-agent delegation, and enterprise-grade support. Monetize through in-app purchases or tiered plans for heavy users and teams.
License the skill to large organizations for internal use in departments like marketing, IT, or customer service. Offer customized integrations, dedicated training, and SLA guarantees. Revenue comes from one-time setup fees and ongoing maintenance contracts.
💬 Integration Tip
Integrate this skill early in workflows to clarify inputs before passing them to other tools, reducing errors and rework.
Scored Jun 19, 2026
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