memory-lancedb-proThis skill should be used when working with memory-lancedb-pro, a production-grade long-term memory MCP plugin for OpenClaw AI agents. Use when installing, c...
Install via ClawdBot CLI:
clawdbot install aaronx-hu/memory-lancedb-proGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Accesses sensitive credential files or environment variables
${OPENAIPotentially destructive shell commands in tool definitions
rm -rf /Calls external URL not in known-safe list
https://jina.ai/api-keyUses known external API (expected, informational)
api.openai.comGenerated Mar 20, 2026
Deploy memory-lancedb-pro to store and retrieve past customer interactions, enabling AI agents to provide consistent, context-aware support. Use Smart Extraction to summarize tickets and hybrid retrieval for accurate issue resolution, improving response quality and reducing escalations.
Utilize the skill for secure, long-term storage of patient histories and treatment plans with multi-scope isolation for privacy compliance. Leverage memory lifecycle management to prioritize recent data and self-improvement governance to refine extraction accuracy over time.
Apply memory-lancedb-pro to index legal cases, statutes, and precedents, using hybrid retrieval for precise document recall. Smart Extraction can summarize key arguments, while self-improvement features adapt to evolving legal terminology and user feedback.
Integrate the skill to store user preferences and purchase histories, enabling AI agents to recommend products via memory recall. Use Weibull decay to prioritize recent interactions and multi-scope isolation to segment data by user demographics for targeted marketing.
Implement memory-lancedb-pro to track student progress and learning materials, with Smart Extraction summarizing lesson outcomes. Hybrid retrieval helps retrieve relevant past sessions for personalized tutoring, while self-improvement logs optimize teaching strategies based on performance.
Offer memory-lancedb-pro as a cloud-based service with tiered plans based on storage capacity and API usage, targeting businesses needing scalable long-term memory. Revenue streams include monthly subscriptions, with premium tiers for advanced features like Smart Extraction and higher retrieval limits.
Sell licenses for self-hosted deployments, appealing to industries with strict data privacy requirements like healthcare or finance. Revenue comes from one-time license fees or annual support contracts, with customization options for specific integration needs.
Provide professional services to help clients configure and optimize memory-lancedb-pro, including API key setup and custom workflow development. Revenue is generated through hourly rates or project-based fees, targeting enterprises with complex AI agent ecosystems.
💬 Integration Tip
Start with Plan C for minimal setup using OpenAI, then upgrade to Plan A for production-quality retrieval; ensure API keys are verified before configuration to avoid errors.
Scored Apr 19, 2026
AI Analysis
The skill provides legitimate configuration options for a memory system, directing users to official API key pages for known services (Jina, OpenAI, SiliconFlow). No hidden credential harvesting or data exfiltration is present. The risk is low as it only instructs users to obtain their own keys and does not execute unauthorized data transfers.
Audited Apr 16, 2026 · audit v1.0
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