Inspect screenshots, diagrams, and image URLs through a configured vision model.
npx skills add https://github.com/kairyou/agent-tools --skill at-vision-kairyou
Please help me install this Agent Skill. Skill: at-vision Source: https://github.com/kairyou/agent-tools/tree/main/capabilities/vision/skills/at-vision Command: npx skills add https://github.com/kairyou/agent-tools --skill at-vision-kairyou
inspect_image MCP tool from the agent-tools-vision server, falling back to the installed CLI invoked with a temporary JSON request file. - Use Case: A user shares a path to a UI mockup screenshot and asks you to implement it. The Skill transcribes the mockup as HTML with hex colors and pixel sizes, then answers follow-up questions to verify details. ## Quick Start Ask the agent to inspect the screenshot at ./designs/homepage.png and transcribe it as an HTML skeleton with inline CSS.High-intent search queries and answers about installing and using this skill.
Provide the image as a file path or http(s) URL along with narrow factual questions. The inspect_image MCP tool sends one image per call to a configured vision model and returns answers keyed by question id, with optional uncertainty notes.
Ask one whole-image question requesting a structured transcription: an HTML skeleton with inline CSS, hex color estimates, pixel sizes, and real text content. Treat returned values as visual estimates and verify against design tokens when exactness matters.
Do not call it when the prompt already contains actual image content, when the task only involves file operations like renaming or moving, or when the user says not to send the image to a provider. A bare path without a content-dependent task is also not a reason.
Fall back to the installed CLI by writing a temporary JSON request file with the image source and questions, then running node on the installed CLI path with --request-file. If neither is available, install the capability with npx -y @kairyou/agent-tools@latest vision.
A config_error means the vision provider is not configured. Set the provider, baseUrl, model, and apiKey in ~/.agent-tools/config.jsonc as described in the agent-tools README, then retry the inspection.
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