visual-feedback

AI-powered annotations for localhost development. Create visual feedback on your apps and let AI coding agents automatically implement fixes via MCP integration.

Drop-in visual feedback widget for websites. Pin comments directly on page elements — Shadow DOM isolated, framework-agnostic.

Agentic loop image generation without diffusion or autoregressive image models. Coding agents draw in p5.js, using iterative refinement and adversarial visual review for high-fidelity art and method figures. Skills for Claude Code and Codex.

Your team’s slate for the web. Capture, annotate and discuss website feedback with your team and coding assistants. Self-hosted app, Chrome extension and MCP.

Drop-in toolbar for any website — annotate the UI and capture selectors, computed styles, React component trees, and screenshots as an agent-ready prompt.

Give your AI coding agent eyes and ears. Screen + voice capture → structured Markdown. MCP server, CLI, and macOS app.

A shared visual canvas for Claude Code — draw, diagram, and get visual feedback through CLI commands and an interactive browser UI.

Sight-reading piano practice with interactive sheet music (Windows, USB-MIDI).

Vynix MCP server. Give AI coding agents access to your visual feedback and bug reports.

Visual browser element annotation for DeepSeek Harness, capturing DOM, styles, accessibility data, comments, and viewport screenshots. DeepSeek Harness 浏览器元素标注插件，捕获 DOM、样式、可访问性数据、评论和视口截图。

Visual feedback loop for Spec-Driven Development: SVG wireframe generation, review, and sign-off that become spec constraints honored by /plan, /tasks, and /implement.

Cobro = co-browse. The human and the agent watch the same screen together.

Papers, benchmarks, demos, and tools for multimodal coding agents: visual feedback for UI, CAD, 3D, games, charts, and robotics.

Drop a pin on any UI element, write what to change, and your AI coding agent edits the source. In-browser visual annotation for Claude Code, Cursor, and any MCP agent — web + Electron.

Visual annotation plugin for DeepSeek Harness: select elements in local app previews and send structured UI feedback to your agent.

The designer's eye inside the code agent — point at what's wrong in the browser, your agent fixes it in the code.

Visual feedback & website critique tool for design mockups.

Drop-in visual feedback widget for any web app. Click anywhere. Comment. Ship the fix.

Design Mode & UI annotation for AI coding agents. Mark up any web page — click, strike, or lasso an element — and hand Claude Code or Cursor a precise, element-pinned change list. Chrome extension + MCP server, both directions.

Turn precise browser redlines into verified UI fixes in Claude Code and Codex — Chrome extension, local sidecar, and agent plugins.