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Discover Ui Surface

Community
ZhixiangLuo
discover-ui-surface

Walk through a UI flow once manually and capture a durable interaction map — which DOM elements to click, which network requests they trigger, and what field shapes they expose. Produces a reusable selector+endpoint reference for automation scripts. Use before writing any browser automation block for a JS-heavy SPA, design app, productivity app, or internal portal where selectors and API paths are not obvious from source inspection alone. Modes include Agent Browser for low-token interactive reconnaissance, Chrome DevTools Recorder, Playwright observer, and Playwright codegen+trace.

Overview

PublisherZhixiangLuo
Repository10xProductivity
Skill namediscover-ui-surface
Stars
483
Forks
56
Bundled files
Instructions only
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by ZhixiangLuo on GitHub. Read the source before you install it.

Installation

Install the Discover Ui Surface AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/ZhixiangLuo/10xProductivity/tree/main/.claude/skills/discover-ui-surface
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/ZhixiangLuo/10xProductivity.git /tmp/10xProductivity
mkdir -p .claude/skills
cp -r /tmp/10xProductivity/.claude/skills/discover-ui-surface .claude/skills/discover-ui-surface
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Discover Ui Surface in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Discover Ui Surface on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Discover Ui Surface is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Canonical: workflows/discover-ui-surface/discover-ui-surface.md (in this repo). This file is a thin pointer for Claude Code skill discovery — load the canonical workflow doc for the full methodology, Agent Browser guide, modes, and the assets/observe_session.py + assets/har_to_map.py scripts.

Read workflows/discover-ui-surface/discover-ui-surface.md and follow it. Companion guides:

  • Agent Browser: workflows/discover-ui-surface/agent-browser.md
  • Chrome DevTools Recorder: workflows/discover-ui-surface/chrome-recorder.md

Frequently asked questions

What does the Discover Ui Surface AI skill do?

Walk through a UI flow once manually and capture a durable interaction map — which DOM elements to click, which network requests they trigger, and what field shapes they expose. Produces a reusable selector+endpoint reference for automation scripts. Use before writing any browser automation block for a JS-heavy SPA, design app, productivity app, or internal portal where selectors and API paths are not obvious from source inspection alone. Modes include Agent Browser for low-token interactive reconnaissance, Chrome DevTools Recorder, Playwright observer, and Playwright codegen+trace.

Why use Discover Ui Surface on TypingMind?

Because you install it once and use it with any model. Discover Ui Surface is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Discover Ui Surface in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/ZhixiangLuo/10xProductivity/tree/main/.claude/skills/discover-ui-surface. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Discover Ui Surface?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Discover Ui Surface?

As many as you like. As long as a model supports skills, you can use Discover Ui Surface with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Discover Ui Surface AI skill free?

Yes. It is published on GitHub by ZhixiangLuo under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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