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agentation

Visual UI annotation tool for AI agents.

Skill by jyjeanne

IndexedMIT★ 1
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Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/jyjeanne-agentation

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Visual UI annotation tool for AI agents. Drop the React toolbar into any app — humans click elements and leave feedback, agents receive structured CSS selectors, bounding boxes, and React component trees to find exact code. Supports MCP watch-loop, platform-specific hooks (Claude Code / Codex / Gemini CLI / OpenCode), webhook delivery, and autonomous self-driving critique with agent-browser.

Use cases: design, frontend, agent-building

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found
Runs as
Shell scripts

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/agentation

Tools it pre-approves 5

From allowed-tools in SKILL.md: the agent may use these without asking you each time.

  • Read
  • Write
  • Bash
  • Grep
  • Glob

What's inside

Skill name
agentation
Description
Visual UI annotation tool for AI agents. Drop the React toolbar into any app — humans click elements and leave feedback, agents receive structured CSS selectors, bounding boxes, and React component trees to find exact code. Supports MCP watch-loop, platform-specific hooks (Claude Code / Codex / Gemini CLI / OpenCode), webhook delivery, and autonomous self-driving critique with agent-browser.
License
MIT
Compatibility
React 18+, Node.js 18+
Allowed tools
Read, Write, Bash, Grep, Glob
Metadata
tags: ui-feedback, browser-annotation, visual-feedback, mcp, react, ai-agent, design-review, css-selector · source: benjitaylor/agentation · keyword: agentation · version: 1.0.0 · platforms: Claude Code, Codex, Gemini CLI, OpenCode, Cursor, Windsurf, ChatGPT
Instructions
766 lines in SKILL.md · view on GitHub

Before installing

  • Ships executable scripts
  • Pre-approves any shell command
  • Instructions call the network
  • Instructions read files in your home folder (~/.ssh, ~/.aws…)

Agent Skills spec issues

  • body: 766 lines (spec recommends under 500)

Files (4)

  • SKILL.md
  • SKILL.toon
  • setup-agentation-mcp.sh · scripts/
  • verify-loop.sh · scripts/

SKILL.md (first lines)

# agentation — Visual UI Feedback Bridge for AI Agents

> **The missing link between human eyes and agent code.**
>
> Instead of describing "the blue button in the sidebar," you hand the agent `.sidebar > button.primary`. It can `grep` for that directly.

---

## When to use this skill

- Human needs to point at a UI element and give feedback — without writing selectors
- Running iterative UI/UX review cycles between human and coding agent
- Building a watch-loop where agent auto-fixes every annotation a human leaves
- Capturing CSS selectors, bounding boxes, and React component trees for precise code targeting
- Autonomous design critique via `agent-browser` + self-driving pattern
- Integrating visual feedback into agent hooks so annotations auto-appear in agent context

---

## 1. Architecture

```
agentation (monorepo)
├── agentation          → npm: agentation (React toolbar component)
│   └── src/index.ts   → exports Agentation component + types + utilities
└── agentation-mcp      → npm: agentation-mcp (MCP server + CLI)
    ├── src/cli.ts      → agentation-mcp CLI (init, server, doctor)
    └── src/server/     → HTTP REST API (port 4747) + SSE events + MCP stdio tools
```

**Two modes of operation:**

| Mode | How it works |
|------|-------------|
| **Copy-Paste** | Human annotates → clicks Copy → pastes markdown into agent chat |
| **Agent Sync** | `endpoint` prop connects toolbar to MCP server → agent uses `agentation_watch_annotations` loop |

---

## 2. Installation

### 2.1 React Component (toolbar)

```bash
npm install agentation -D
# or: pnpm add agentation -D  /  yarn add agentation -D  /  bun add agentation -D
```

**Requirements**: React 18+, desktop browser, zero runtime deps beyond React (desktop only — no mobile)

> 🔗 **Local-first by design**: Annotations are stored locally and auto-sync when connected to the MCP server.
> - **Offline operation** — Annotations can be created without a server
> - **Session continuity** — Same session persists after page refresh, no duplicates
> - **Agent-first** — resolve/dismiss is handled by the agent

### 2.2 MCP Server — Universal Setup (Recommended)

> **Fastest method** — Auto-detects all installed agents and configures them (Claude Code, Cursor, Codex, Windsurf, and 9+ more agents):

```bash
npx add-mcp "npx -y agentation-mcp server"
```

Or install manually:

```bash
npm install agentation-mcp -D
npx agentation-mcp server          # HTTP :4747 + MCP stdio
npx agentation-mcp server --port 8080   # custom port
npx agentation-mcp doctor          # verify setup
```

### 2.3 Claude Code — Official Skill (Minimal Setup)

> Recommended for Claude Code users — automatically handles framework detection, package installation, and layout integration:

```bash
npx skills add benjitaylor/agentation
# then in Claude Code:
/agentation
```

---

## 3. React Component Setup

### Basic (Copy-Paste mode — no server needed)

```tsx
import { Agentation } from 'agentation';

function App() {
  return (
    <>
      <YourApp />
      {process.env.NODE_ENV === 'development' && <Agentation />}
    </>
  );
}
```

### Next.js App Router

```tsx
// app/layout.tsx
import { Agentation } from 'agentation';

export default function RootLayout({ children }: { children: React.ReactNode }) {
  return (
    <html>
      <body>
        {children}
        {process.env.NODE_ENV === 'development' && (
          <Agentation endpoint="http://localhost:4747" />
        )}
      </body>
    </html>
  );

From jyjeanne/ai-setup-forge, MIT.

More from jyjeanne/ai-setup-forge

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Last commit (this folder)
Mar 16, 2026 (7 months ago)

From GitHub (fetched Oct 24, 2026).

Details

Version
1.0.0
License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

More from jyjeanne

Cite this page

agentation skill. Agent Mart. https://agentmart.dev/skills/jyjeanne-agentation (last updated 2026-10-24)