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Gui Learn

Category: General  ·  Sub-category: education-learning  ·  Last updated:
type:review
Atom Game GUI pipeline 第 7 阶段（每次修 bug / 做需求完成后自动跑），不面向用户手动调用。 从本次开发提取经验回写**私有知识库** ${CLAUDE_PLUGIN_DATA}/gui-knowledge/：建实例层 bug/fix、 泛化出通用层 component/pattern/lesson、写 edges、独立 reviewer 晋升 proposed→confirmed、 重建 query_pack；promote/demote 时对公共库语义去重（公共库为准）。 两遍式：默认捕获遍；`enrich` 参数触发充实遍填 _TODO_ 段。 用户手动沉淀私有库请用 `/dev-gui-plugin:gui-learn-private` command； 沉淀进**项目公共库**用 `/dev-gui-plugin:gui-learn-public` command。
Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

职责：从本次开发中提取经验回写知识库。核心是「泛化」——不只记「这个 panel 发生了什么」， 更要抽出可跨 panel 复用的通用教训/组件用法/性能经验。不限于 GUI：语法习惯、工具使用技巧、 编辑器配置、调试方法、Shell 脚本模式等通用开发经验同样准入。

What this skill does

Gui Learn is a community-contributed Claude Code skill in the education-learning sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/gui-learn/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Gui Learn Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 157,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/gui-learn
curl -L https://claudskills.com/skills/gui-learn/SKILL.md \
  -o ~/.claude/skills/gui-learn/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/gui-learn/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/gui-learn/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\gui-learn\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Gui Learn Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/gui-learn/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Gui Learn skill do?
Atom Game GUI pipeline 第 7 阶段（每次修 bug / 做需求完成后自动跑），不面向用户手动调用。 从本次开发提取经验回写**私有知识库** ${CLAUDE_PLUGIN_DATA}/gui-knowledge/：建实例层 bug/fix、 泛化出通用层 component/pattern/lesson、写 edges、独立 reviewer 晋升 proposed→confirmed、 重建 query_pack；promote/demote 时对公共库语义去重（公共库为准）。 两遍式：默认捕获遍；`enrich` 参数触发充实遍填 _TODO_ 段。 用户手动沉淀私有库请用 `/dev-gui-plugin:gui-learn-private` command； 沉淀进**项目公共库**用 `/dev-gui-plugin:gui-learn-public` command。
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Gui Learn skill?
Use Gui Learn when your Claude Code task falls under the General category — specifically in the education learning area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Gui Learn" or describe the task and let Claude pick). Browse related skills at /category/general/.
What is a Claude Code skill and how does the Gui Learn skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Gui Learn is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
AvatarGanymede. (2026). Gui Learn [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/gui-learn/
BibTeX
@misc{gui-learn-2026,
  author    = {AvatarGanymede},
  title     = {Gui Learn [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/gui-learn/}
}

Embed this skill

Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →

Badge
[![ClaudSkills](https://claudskills.com/badge/gui-learn.svg)](https://claudskills.com/skills/gui-learn/?utm_source=badge&utm_medium=readme&utm_campaign=skill_badge)
<script>
<script src="https://claudskills.com/embed/gui-learn.js" async></script>
<iframe>
<iframe src="https://claudskills.com/embed/gui-learn.html" width="100%" height="160" frameborder="0" loading="lazy" title="ClaudSkills: Gui Learn"></iframe>

Security scan

Grade A · scanned 2026-07-22 — free static scan against the OWASP Agentic Skills Top 10.

No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›

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Browse all General skills in the ClaudSkills registry, or explore these other picks from the same category:

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