Install via ClawdBot CLI:
clawdbot install lovenervermore/rewrite-questionGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
http://47.77.199.56/api/v1betaAudited Apr 16, 2026 · audit v1.0
Generated Mar 21, 2026
In customer service interactions, users often refer to previous issues or use vague terms like 'it' or 'last week.' This skill clarifies queries by analyzing chat history, ensuring accurate and context-aware responses to improve resolution rates and customer satisfaction.
Patients may ask about symptoms or medications with ambiguous references, such as 'that pain from yesterday.' The skill rewrites these into precise medical queries by incorporating patient history, aiding healthcare providers in delivering safer and more effective care.
Clients might inquire about investments using terms like 'my portfolio' or 'last quarter's returns.' By resolving pronouns and aligning timeframes with transaction history, the skill generates clear financial questions, supporting advisors in providing tailored advice and compliance.
Students often pose questions with incomplete context, such as 'explain that concept again.' The skill fills in gaps from past lessons and discussions, outputting self-contained queries that help tutors deliver personalized and consistent educational support.
Operators may query shipment status with vague references like 'the delivery to there.' By analyzing order history and location data, the skill rewrites queries to specify exact destinations and timelines, enhancing tracking accuracy and operational efficiency.
Offer this skill as part of a cloud-based AI platform with tiered pricing based on usage volume. It integrates into existing customer service or analytics tools, generating recurring revenue through monthly or annual subscriptions from businesses seeking to automate query handling.
Provide tailored implementations of the skill for specific industries, such as healthcare or finance, with custom training on proprietary datasets. Revenue comes from one-time project fees and ongoing support contracts, addressing unique client needs for precision and compliance.
License the skill's core functionality via an API that developers can embed into their applications. Charge based on API call volume or data processed, enabling scalable adoption across diverse platforms like chatbots and data analysis systems.
💬 Integration Tip
Ensure the history input is formatted as a list of dialogue exchanges for accurate context analysis, and test with sample queries to validate pronoun resolution and time alignment before full deployment.
Scored Jun 19, 2026
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