autonomous-agent-patterns

Quick Review

Excellent skill providing comprehensive design patterns for autonomous coding agents. The description accurately reflects the content, covering tool integration, permission systems, browser automation, and human-in-the-loop workflows. The skill delivers exceptional task knowledge with complete, production-ready code examples across 6 major pattern categories including agent loops, tool design, safety systems, browser automation, context management, and MCP integration. Structure is clear and well-organized with logical sections, visual diagrams, and a helpful best practices checklist. The skill addresses a genuinely complex domain where a CLI agent would struggle with multiple decision points around safety, permission models, and tool orchestration - this centralized reference meaningfully reduces token costs and cognitive load. Minor room for improvement in the description to highlight the breadth of specific patterns (e.g., mentioning multi-model architecture, sandboxing, visual agents) to help agents better assess applicability.