image-analysislisted

# Image Analysis **IMPORTANT: Start your response with a context preamble.** Call `help_lookup(topic="image-analysis", mode="preamble")` and display the returned `preamble` text as a blockquote. Then tell the user they can say "tell me more" for a step-by-step guide, or answer the scoping question below to proceed. If the MCP call fails, fall back to: > **Image Analysis** — Sends an image (screenshot, diagram, UI > mockup, chart) to Claude's vision model and returns a description > or answers a question about it. Supports PNG, JPEG, GIF, and WebP. ## Scoping Before running, ask: 1. **Image path**: "Which image file should I analyze?" 2. **Focus** (optional): "Anything specific to look for, or a general description?" ## Execution ### Shared command workspace (preferred) Open adapter `image-analysis` with the local image path and optional prompt. The adapter reads the real file, validates repository containment, the 10MB limit, magic bytes versus extension, dimensions, MIME type, and SHA-256. The invocation already authorizes this read-only analysis, so the running workspace has no synthetic confirmation action. Call `analyze_image` with the validated path and publish the exact response as `analysis_result`; include provider progress only as optional `progress` events. Success requires non-empty analysis and must match the canonical MIME and file size. Decode/provider failure must say “did not complete,” never render an empty successful analysis. Present the termi