Eagle Untagged Organizer

Use when the user wants to rename, tag, or annotate untagged design assets in Eagle (via the eagle-mcp MCP server). Triggers on mentions of Eagle, eagle-mcp, or untagged/未打标签 items with a batch-organize intent; also triggers when the request is written in Japanese, Korean, Russian, Spanish, or German. Produces a name, a structured five-field annotation, and tags from a controlled three-dimension vocabulary for each asset, based on visual analysis of UI/UX references and graphic design works.

Install

skills CLI (Claude Code, Cursor, Codex and more)
npx skills add ChosenXu/eagle-untagged-organizer --skill eagle-untagged-organizer
Manual install
git clone --depth 1 https://github.com/ChosenXu/eagle-untagged-organizer.git /tmp/eagle-untagged-organizer
mkdir -p ~/.claude/skills
cp -r /tmp/eagle-untagged-organizer/. ~/.claude/skills/eagle-untagged-organizer

Personal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.

From the SKILL.md

# Eagle Untagged Organizer

## Overview

Batch-organize untagged Eagle library assets via the `eagle-mcp` MCP server. This skill handles **UI/UX references** (web pages, mobile apps, dashboards, settings) and **graphic design works** (brand guidelines, posters, packaging, editorial spreads, icon sets, infographics, typography specimens).

It has a single workflow — the **Untagged organizer**: for every selected asset, produce a name, annotation, and tags, written in one `item_update` call.

For the organizer workflow, every selected asset produces three outputs:
1. A concise **name** (title-style, for quick identification & search)
2. A structured **annotation** (library-management perspective analysis)
3. **Tags** across three controlled dimensions (design domain / visual style / technique)

## Output Language

The skill body (instructions, logic, workflow) stays in English regardless of target language. Only the **three outputs written to Eagle** — the name, the annotation, and the tags — follow the target language.

**Target language selection (in priority order):**
1. **Explicit override** — if the user names a specific output language, use it.
2. **Invocation-language inheritance** — if the user's instruction is written in one of the supported languages below, inherit that language as the target (so a Japanese request yields Japanese names/annotations/tags).
Read the full skill on GitHub

Details

Skill name
eagle-untagged-organizer
License
MIT
Repo updated
9 October 2026

FAQ

What does the Eagle Untagged Organizer skill do?

Use when the user wants to rename, tag, or annotate untagged design assets in Eagle (via the eagle-mcp MCP server). Triggers on mentions of Eagle, eagle-mcp, or untagged/未打标签 items with a batch-organize intent; also triggers when the request is written in Japanese, Korean, Russian, Spanish, or German. Produces a name, a structured five-field annotation, and tags from a controlled three-dimension vocabulary for each asset, based on visual analysis of UI/UX references and graphic design works.

How do I install the Eagle Untagged Organizer skill?

skills CLI (Claude Code, Cursor, Codex and more): npx skills add ChosenXu/eagle-untagged-organizer --skill eagle-untagged-organizer. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.

Is Eagle Untagged Organizer popular?

It lives in ChosenXu/eagle-untagged-organizer, which has 9 GitHub stars and 0 forks.

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