qmd-memory-1-0-0Enables local hybrid memory search using QMD with optimized collections, automatic indexing, and multi-agent sharing to reduce API costs by $50-300/month.
Install via ClawdBot CLI:
clawdbot install sieyer/qmd-memory-1-0-0Grade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
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https://img.shields.io/badge/ClawHub-Install-blueAudited Apr 16, 2026 · audit v1.0
Generated Mar 21, 2026
A financial analyst uses the skill to index daily trade logs, market intelligence reports, and research documents. They run hybrid searches to quickly retrieve past decisions on pricing strategies or market signals, saving on API costs while maintaining fast, local access to critical data.
A content creator sets up collections for articles, drafts, and research notes using the content template. They use semantic searches to find related ideas or past work, enabling efficient content planning and reuse without relying on expensive cloud APIs.
A development team implements the skill to organize technical documentation, architecture decision records, and code snippets. They search for exact terms like API keys or conceptual queries on system design, improving collaboration and reducing external service dependencies.
A researcher adds custom collections for market analysis and competitive intelligence. They leverage hybrid search to explore conceptual relationships in documents, facilitating deep analysis and knowledge compounding with zero ongoing costs.
An organization runs the optional MCP server to allow multiple AI agents (e.g., Forge, Thoth) to query a shared memory base. This setup centralizes intelligence across projects, enhancing coordination and eliminating per-agent API expenses.
Sell the skill as a one-time setup package, potentially bundled with premium templates or consulting for custom collections. Generate recurring revenue through optional support subscriptions or advanced feature upgrades, leveraging the high ROI highlighted in cost savings.
Offer a basic version for free to attract users, then charge for advanced templates, priority support, or enhanced MCP server capabilities. Monetize by upselling to power users in industries like finance or development who need specialized configurations.
License the skill to larger AI platform providers or enterprises for integration into their workflows. Generate revenue through partnership deals, white-labeling options, or custom development for specific industry needs, such as trading or content management systems.
💬 Integration Tip
Start by running the setup command to automatically configure collections based on your workspace, then use the calculate-savings tool to estimate ROI before customizing with templates or additional collections.
Scored Jun 17, 2026
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