smart-memory-queryEnforce proactive, query-optimized memory_search usage. Must run memory_search when (1) prior context is referenced, (2) a new task starts, or (3) a proper n...
Install via ClawdBot CLI:
clawdbot install jo-minjun/smart-memory-queryGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 21, 2026
Agents handle customer inquiries where users reference past issues or decisions, such as prior troubleshooting steps or service agreements. The skill ensures memory searches retrieve relevant conversation history to maintain consistency and avoid redundant questions.
Teams discuss new features or bug fixes, referencing previous architectural decisions or project names like specific libraries. The skill triggers searches to recall prior preferences and technical choices, streamlining project management.
Medical staff review patient histories when new symptoms arise or treatments are discussed, with proper nouns like medication names. The skill searches memory for past diagnoses and treatment plans to support informed care decisions.
Lawyers reference prior case rulings, client agreements, or legal precedents during consultations. The skill performs memory searches to quickly retrieve relevant documents and past decisions, enhancing case preparation efficiency.
Support agents assist customers with order issues, referencing previous interactions or product names. The skill searches memory for past resolutions and customer preferences to provide personalized and accurate solutions.
Offer the skill as part of a subscription-based AI platform for businesses, charging monthly fees per user or usage tier. This model provides recurring revenue and scales with customer adoption across industries.
Sell customized licenses to large organizations for integrating the skill into their internal systems, such as CRM or helpdesk software. This includes upfront fees and ongoing support contracts.
Provide a basic version of the skill for free to attract individual users or small teams, then charge for advanced features like higher search limits or analytics. This drives user acquisition and upgrades.
💬 Integration Tip
Integrate the skill by setting up triggers in your AI workflow to automatically run memory searches when key conditions are met, ensuring minimal manual intervention.
Scored Apr 19, 2026
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