
为纯文本模型"看图“设计更好的视觉工具箱和技能,支持多图理解,图片问答,前端UI还原、GUI 自动化等,并可选无缝接入多个主流agent,直接识别粘贴图片| A vision toolkit and skill designed for text-only llms — image Q&A, long-screenshot OCR, frontend UI restoration, and GUI automation, with optional seamless integration for Codex, Claude Code, Pi, Oh My Pi, and OpenCode
Install Agent Vision Toolkit
Installs but activates nothing: package.json has no `dsh.bundle` declaration, so `dsh plugin` warns and loads no config layer.
This repository is not a DSH plugin
package.json declares no dsh.bundle. In the official docs' own words, a package like this “still installs, but only as a plain dependency: dsh plugin prints a warning and activates no layer”. The install looks like it worked and nothing happens.What it actually is: 为纯文本模型"看图“设计更好的视觉工具箱和技能,支持多图理解,图片问答,前端UI还原、GUI 自动化等,并可选无缝接入多个主流agent,直接识别粘贴图片| A vision toolkit and skill designed for text-only llms — image Q&A, long-screenshot OCR, frontend UI restoration, and GUI automation, with optional seamless integration for Codex, Claude Code, Pi, Oh My Pi, and OpenCode If that is what you came for, use it directly from the repository — it is just not something dsh plugin add can activate.
Before you run it
- A plugin runs with your permissions once loaded: it can read your files, use your credentials and reach the network. Tool approvals do not sandbox it.
- Installing from git resolves a moving branch. Pin a commit —
github:Anionex/agent-vision-toolkit#<commit-sha>— so the code you reviewed is the code you install.
Prerequisites
- API key
- Required — see the repository README for which provider.
- Network access
- Required at runtime.
- Language
- Python
Install check
Every field the verdict was derived from, so you can re-derive it yourself
| Field checked | Result | Weight | What the spec says about it |
|---|---|---|---|
| lifecycleScripts | pass | info | no install-time scripts |
| dsh.bundle | missing | fatal | package.json has no `dsh.bundle` key |
- Verdict reason
- no dsh.bundle declaration — installs as a plain dependency only
- package.json read
- website/package.json
- Rules applied from
- docs/user/develop/basic/publish.md
- Checked at
- 2026-08-15
From the README
Excerpt as published by the author, plain text, unedited
**What it thinks is what it sees — give any text-only coding agent eyes: image Q&A, long-screenshot OCR, frontend UI restoration, and GUI automation, as a vision toolkit plus a skill, with optional drop-in integration for Codex, Claude Code, Pi, Oh My Pi, and OpenCode.** 🎯 An agent's vision capability doesn't have to live in the model — it can live in the harness. 🌐 [**中文**](README_CN.md) | **English** If your agent already runs on a text-only model such as DeepSeek but is held back by the lack of multimodality — unable to see images, with every attempt to use an image tool blocked by the system — this repository provides tools, skills, and proxy integrations that let text-only models handle visual tasks on equal or even better footing. The goal is to make the experience of using a text-
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