Skill Profile Builder

OrganizationPopular

ZJU-REAL

skill-profile-builder

首次使用引导：从社媒链接分析、从零生成账号画像 Profile。收集社媒链接+运营意图，分析已发内容与收藏喜好，生成 6 维 Profile。当用户说创建画像/第一次用/帮我建个人设/分析我的账号建画像/从链接生成画像时使用。与 skill-profile-manager 的区别：本 SKILL 专做首次从零分析生成；已有画像的编辑/记忆更新/导出/对比/切换找 profile-manager。

Overview

Publisher	ZJU-REAL
Repository	`Easel`
Skill name	`skill-profile-builder`
Stars	3.5K
Forks	535
Bundled files	3
License	Apache-2.0
Links	Skill source Repository Homepage

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.
3 bundled files
Scripts, templates, and references the model can read while it works. Files are read-only and never executed.
Open source
Published by ZJU-REAL on GitHub. Read the source before you install it.

Installation

Install the Skill Profile Builder AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

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.

Open the app and go to Plugins → Skills.
Choose "Install from GitHub".
Paste the skill folder URL below and confirm.
https://github.com/ZJU-REAL/Easel/tree/main/skills/openclaw/skill-profile-builder
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.

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/ZJU-REAL/Easel.git /tmp/Easel
mkdir -p .claude/skills
cp -r /tmp/Easel/skills/openclaw/skill-profile-builder .claude/skills/skill-profile-builder

Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Skill Profile Builder 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 Skill Profile Builder 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 Skill Profile Builder 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.

Profile 构建器（首次引导）

把"空白/半空的画像"变成"可用的 6 维 Profile"。用户首次使用 Easel 时先跑这个：收集社媒链接 + 运营意图 → 分析已发内容/收藏喜好 → 生成 profiles/<名>/ 下 6 个维度文件。生成后交给 account-diagnosis 做起号诊断。

与 profile-manager 的区别

profile-builder（本 SKILL） = 从 0 到 1 生成画像（引导填写 + 社媒分析 + 综合成稿）。
profile-manager = 已有画像的 CRUD、切换、字段增删改。

输入

用户按需提供（缺的通过追问补，不编造）：

项	说明
画像名	一个人设 = 一个画像（非一个平台），如"科技数码达人"
社媒链接	各平台主页 URL（小红书/抖音/B站/微博/知乎/公众号），用于分析已发内容与收藏喜好
运营意图	想做什么方向、为什么做、自己的特点/优势/资源
内容偏好	喜欢看什么类型、想产出什么类型、参考/对标的账号
红线	明确不做的内容、合规底线

输出

profiles/<画像名>/ 下生成 6 个文件（结构见 profiles/_template/）： identity.md / style.md / audience.md / platforms.md / preferences.md / memory.md。每个字段标注来源：[用户自述] / [链接分析] / [待补充]。

执行步骤

确定画像名，检查 profiles/<名>/ 是否已存在（存在则问是覆盖还是完善）。不存在则复制 profiles/_template/ 为骨架。
收集社媒链接。按 onboarding-questions.md 的清单引导用户给出主页链接与基础信息。
分析社媒链接。按 social-link-analysis.md 用 web_fetch 抓取可获取的公开内容（近期发帖标题/题材/互动、公开收藏/点赞），推断：常发题材、风格语气、受众画像、高互动内容特征。
- 抓取受限（多数平台反爬）时降级：明确告诉用户哪些没抓到，改由用户口述 + 追问补齐，不臆造数据。
收集运营意图与偏好。按 onboarding-questions.md 逐维度提问：想运营的方向、原因、自己的特点/资源、内容偏好、对标账号、红线。
综合生成 6 维。把[链接分析]与[用户自述]融合，按 profiles/_template/ 各文件的字段填写：
- identity ← 定位/差异化/内容方向
- style ← 语气/开头结构/视觉/节奏/标志元素（链接分析里的高频风格优先）
- audience ← 核心人群/兴趣/痛点/互动特征
- platforms ← 各平台账号名/粉丝量级/内容形式（来自链接）
- preferences ← 要做/不做/合规底线
- memory ← 首次留空或只放链接分析得到的初步洞察
标注缺口 + 追问。任何维度信息不足就在该处写 [待补充] 并列出需要用户回答的具体问题（做成 plan 让用户逐条补），不要用通用套话填满。
写入并回执。写 profiles/<名>/ 各文件，输出一份"画像已生成"摘要：各维度完成度、哪些来自链接分析、哪些待补充，并建议下一步跑 account-diagnosis。

Profile 感知

本 SKILL 是生成 Profile，不消费。生成质量取决于用户提供的链接可抓取程度与自述完整度——信息越全，后续 account-diagnosis 越准。

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Skill Profile Builder AI skill do?

Why use Skill Profile Builder on TypingMind?

Because you install it once and use it with any model. Skill Profile Builder 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 Skill Profile Builder in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/ZJU-REAL/Easel/tree/main/skills/openclaw/skill-profile-builder. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Skill Profile Builder?

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 Skill Profile Builder?

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

Is the Skill Profile Builder AI skill free?

Yes. It is published on GitHub by ZJU-REAL under the Apache-2.0 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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Overview

Installation

Install in TypingMind

Install in another agent

Use it in TypingMind

Works with any AI model

Skill instructions

Profile 构建器（首次引导）

与 profile-manager 的区别

输入

输出

执行步骤

Profile 感知

Bundled files

Frequently asked questions

Related AI Skills

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