Skill Account Diagnosis

OrganizationPopular

ZJU-REAL

skill-account-diagnosis

账号诊断/起号体检：读取已完善的画像 Profile + 近期内容数据，诊断垂直度、定位清晰度、限流降权信号、流量池阶段，给出病因→证据→处方式的起号意见与发布建议。当用户说账号诊断/起号体检/为什么没流量/是不是被限流了/账号定位诊断/起号建议/怎么起号时使用

Overview

Publisher	ZJU-REAL
Repository	`Easel`
Skill name	`skill-account-diagnosis`
Stars	1.2K
Forks	175
Bundled files	2
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.
2 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 Account Diagnosis 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.
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-account-diagnosis .claude/skills/skill-account-diagnosis

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

Use it in TypingMind

Enable Skill Account Diagnosis 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 Account Diagnosis 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 Account Diagnosis 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.

账号诊断 / 起号体检

对着一个具体账号做归因式体检并开处方。读 profile-builder 生成的画像 + 用户近期内容/数据 → 诊断账号健康 → 给分阶段起号意见与发布建议。与画像强相关：没有完善的 Profile 就先去跑 profile-builder。

前置条件

必须有已完善的 Profile（profiles/<名>/ 六维基本填好）。若 Profile 缺失或大面积 [待补充]，先让用户跑 skill-profile-builder，不要在信息不全时硬诊断。

输入

项	必需	说明
画像名	是	指向 `profiles/<名>/`
近期内容数据	否	近 10-30 条内容的标题/题材/曝光/互动（有则诊断更准；无则基于 Profile + 追问）
具体困惑	否	如"播放上不去""是不是被限流了"

输出

一份诊断报告 + 分阶段行动清单：

五维诊断（每维：现状 → 证据 → 结论），见 diagnosis-framework.md：垂直度 / 定位清晰度 / 限流降权信号 / 流量池阶段 / 内容-受众匹配。
病因→证据→处方：每个问题都要三段式，不给空泛建议。
分阶段起号意见：按当前所处阶段（0-500 / 500-5k / 5k-1w / 1w+）给这一档该做什么。
发布建议：内容方向优先级、发布节奏、需要补强的能力（可指向下游 SKILL：选题→content-matrix、脚本→video-script、合规→quality-gate 等）。
信息缺口 → Plan：诊断依赖但缺失的信息（如没有近期数据），列成 plan 向用户提问，不要编造数据下结论。

执行步骤

读 Profile 六维（identity/style/audience/platforms/preferences/memory），评估完整度。缺口过大 → 建议先跑 profile-builder 并停止。
收集近期数据：有用户提供则用；没有则说明"缺数据会影响诊断精度"，并在需要处追问（近期几条内容的题材与互动）。
逐维诊断：按 diagnosis-framework.md 的标尺给每一维打现状 + 找证据 + 下结论。限流信号按清单逐项自检。
判定流量池阶段：结合粉丝量级 + 近期互动率，定位当前档位。
开处方：把诊断出的问题按"病因→证据→处方"组织，处方要具体可执行（不是"多互动"这种废话）。
给分阶段动作清单：当前档 + 下一档的关键动作。
列信息缺口 plan：把不确定、需用户确认或补数据的点做成清单，交给用户回答后再细化。
回流建议：诊断中发现的可复用洞察，建议用户确认后写入 profiles/<名>/memory.md（本 SKILL 不自动改 Profile，只建议）。

Profile 感知

有 Profile：全程以该画像的定位/风格/受众/红线为基准做诊断——垂直度是"离该定位有多远"，而非通用标准。
Profile 不完整：先导向 profile-builder，不硬诊断。
诊断结论只建议回写 memory，由用户确认，避免污染画像。

Bundled files

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

EASEL-META.md1 KB
references/diagnosis-framework.md3 KB

Frequently asked questions

What does the Skill Account Diagnosis AI skill do?

Why use Skill Account Diagnosis on TypingMind?

Because you install it once and use it with any model. Skill Account Diagnosis 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 Account Diagnosis in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/ZJU-REAL/Easel/tree/main/skills/openclaw/skill-account-diagnosis. 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 Account Diagnosis?

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 Account Diagnosis?

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

Is the Skill Account Diagnosis 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

账号诊断 / 起号体检

前置条件

输入

输出

执行步骤

Profile 感知

Bundled files

Frequently asked questions

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