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The image-gen plugin previously shipped only the MCP server, leaving the model with no behavioral guidance for when/how to call the tools. As a result the agent often described what it would generate instead of calling generate_image, and didn't know that returned image_url blocks render inline automatically. Add a plugin-scoped agent and skill following the spark2-gamedev pattern (auto-discovered via agents/ and skills/ directories): - agents/image-gen-agent.md: trigger rules, tool selection, prompt enhancement workflow, size inference, response patterns - skills/prompt-craft/SKILL.md: 4 prompt templates (photorealistic, artistic, design, concept art), enhancement strategies per subject type (people/scenes/objects), zh→en translation guidance The agent declares requiredMcpServers: [image-gen] so it only surfaces when the MCP server is actually running. Co-authored-by: 你的姓名 <you@example.com>