Agentation

The visual feedback tool for AI agents

Agentation 介绍

Agentation is a visual feedback tool that transforms UI annotations into structured data for AI coding agents, enabling precise communication of design or bug fixes. By clicking on elements and adding notes, users generate markdown output with selectors and positions that AI tools like Claude Code can act upon. This streamlines the development process by reducing ambiguity when collaborating with AI assistants.

核心功能

Automatic selector and position capture for accurate element targeting
Multi-format annotations including click, text, and area selection
Structured output in markdown for seamless AI agent integration
API access for custom workflows and real-time event subscriptions
Zero dependencies and cross-browser compatibility for desktop use

典型使用场景

Developers providing visual feedback to AI coding agents for frontend code modifications
Teams using AI tools to automate bug reporting and streamline UI/UX collaboration
AI-assisted development workflows where precise element identification is required for testing or updates
Educators or trainers demonstrating UI changes to AI systems in coding tutorials

为什么适合初创团队

Startups benefit from Agentation by accelerating development cycles with AI assistance, reducing communication overhead in small teams. It enables rapid iteration on UI changes and bug fixes through precise feedback to AI agents, fostering efficiency and faster product launches with limited resources.

可替代选择

Figma, InVision, Marker.io, Claude API tools

常见问题

Is Agentation compatible with mobile browsers?

No, Agentation is currently desktop-only and not supported on mobile browsers.

How does Agentation help AI agents understand UI feedback?

It captures structured data such as CSS selectors and element positions, which AI tools can use to locate and modify code accurately.

What AI tools does Agentation support?

Agentation outputs data compatible with Claude Code, Codex, or any AI tool via its structured markdown format and API integrations.

Is there an API for custom integrations with Agentation?

Yes, Agentation provides a REST API and callbacks for programmatic access, allowing custom workflows and AI tool integrations.

What are the system requirements for using Agentation?

It requires React 18+ and is designed for desktop browsers, with no mobile support at this time.

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