
OpenClaw agents can be significantly enhanced through specific functional skills that optimize performance, security, and cost-efficiency. The Query Markup Documents (QMD) skill, developed by Shopify's CEO, utilizes BM25 and vector search to reduce token usage by 70% by ensuring agents read only relevant document segments. Security remains a priority, addressed by the Skill Better plugin which performs risk assessments to prevent malicious scripts from compromising local data. For workflow integration, the GOG and GitHub skills connect agents to Google Workspace and repositories for automated task management, while the Humanizer skill refines AI-generated content by removing 24 common machine-writing patterns. These tools transform a standard agent into a specialized assistant capable of self-improvement through error logging and categorized learning, ultimately streamlining daily professional workflows.
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