Agent skill

Skill Account Diagnosis

by ZJU-REAL in ZJU-REAL/Easel

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

Apache-2.0Auto-check passed

Install Skill Account Diagnosis

skills CLI
$ npx skills add ZJU-REAL/Easel --skill skill-account-diagnosis -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install ZJU-REAL/Easel skill-account-diagnosis --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/ZJU-REAL/Easel.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/openclaw/skill-account-diagnosis .claude/skills/skill-account-diagnosis && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
skill-account-diagnosis
GitHub stars
3.4k
Token cost
~449 tokens
SKILL.md length
108 words
Files
3 (incl. references)
Skills in repo
114
Repo updated
First seen
Licence
Apache-2.0

At a glance

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

  • Works in 5 steps: 五维诊断(每维:现状 → 证据 → 结论),见… → 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 /… → …
  • SKILL.md covers 前置条件, 输入, 输出 and 执行步骤, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Skill Account Diagnosis is an agent skill from ZJU-REAL/Easel. 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

Its SKILL.md is about 450 tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `EASEL-META.md` and `references/diagnosis-framework.md`).

The repository describes itself as: An open-source AI agent for social media — discover trends, create content, publish everywhere, and learn what works across Xiaohongshu, Douyin, Zhihu, Bilibili, and more.🎨一个开源的… The licence is Apache-2.0.

Example prompts

  • “/skill-account-diagnosis”

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. 五维诊断(每维:现状 → 证据 → 结论),见 diagnosis-framework.md
  2. 病因→证据→处方:每个问题都要三段式,不给空泛建议。
  3. 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。
  4. 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)。
  5. 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。

What it can do on your machine

Read from SKILL.md and the folder at commit 278f420. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Skill Account Diagnosis loads about 449 tokens when it runs, and up to ~1.3k if it reads all its reference files. Until then it costs about 39 tokens; SKILL.md has 108 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~39
When it runs · the whole SKILL.md, loaded when a task matches
~449
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.3k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from ZJU-REAL/Easel at commit 278f420, republished under its Apache-2.0 licence (© ZJU-REAL). 108 words, ~449 tokens.

Download SKILL.mdSave it as .claude/skills/skill-account-diagnosis/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.
name
skill-account-diagnosis
description
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
layer
plan

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:

  1. 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。
  2. 病因→证据→处方:每个问题都要三段式,不给空泛建议。
  3. 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。
  4. 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)。
  5. 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

  1. 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。
  2. 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)。
  3. 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。
  4. 判定流量池阶段:结合粉丝量级 + 近期互动率,定位当前档位。
  5. 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)。
  6. 给分阶段动作清单:当前档 + 下一档的关键动作。
  7. 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。
  8. 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。

© ZJU-REAL, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 2 other files (references) in skills/openclaw/skill-account-diagnosis of ZJU-REAL/Easel.

  • SKILL.md
  • EASEL-META.md
  • references/diagnosis-framework.md

Open the folder on GitHubat commit 278f420

Compare with similar skills

Skill Account Diagnosis next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Skill Account Diagnosis compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Skill Account Diagnosis this skillZJU-REAL/Easel3.4k—~449Automated safety check: PassApache-2.0
Expense Accountingsickn33/agentic-awesome-skills47k1 repos~6.5kAutomated safety check: PassMIT
Codex Profilessickn33/agentic-awesome-skills47k1 repos~1.7kAutomated safety check: PassMIT
Purchase Accountingsickn33/agentic-awesome-skills47k1 repos~5.1kAutomated safety check: PassMIT
Profileccusage/ccusage19k—~430Automated safety check: PassCustom licence
Odoo Accounting Setupsickn33/agentic-awesome-skills47k2 repos~1kAutomated safety check: PassMIT

Similar skills

  • Expense Accounting

    sickn33/agentic-awesome-skills

    Expense accounting register: expense number and date, payee with PAN and VAT, bill reference, document type, amount with VAT, ledger account, approver and status.

    47k GitHub starsUsed in 1 repo~6.5k tokens
    Business, Finance & HRAuto-check passed
  • Codex Profiles

    sickn33/agentic-awesome-skills

    Use codex-profiles to run Codex CLI or Codex Desktop with isolated CODEXHOME profiles for separate accounts, projects, and local state.

    47k GitHub starsUsed in 1 repo~1.7k tokens
    Auto-check passed
  • Purchase Accounting

    sickn33/agentic-awesome-skills

    Purchase register: supplier, invoice, gross amount, VAT and TDS, net payable, ledger account and payment balance.

    47k GitHub starsUsed in 1 repo~5.1k tokens
    Business, Finance & HRAuto-check passed
  • Profile

    ccusage/ccusage

    Profiles ccusage performance. An agent skill from ccusage/ccusage.

    19k GitHub stars~430 tokensUpdated today
    Auto-check passed
  • Odoo Accounting Setup

    sickn33/agentic-awesome-skills

    Expert guide for configuring Odoo Accounting: chart of accounts, journals, fiscal positions, taxes, payment terms, and bank reconciliation.

    47k GitHub starsUsed in 2 repos~1k tokens
    Business, Finance & HRAuto-check passed
  • Cpu Profile

    ClickHouse/ClickHouse

    Profile a ClickHouse query using the sampling query profiler and system.tracelog.

    50k GitHub stars~1.9k tokensUpdated today
    DatabasesAuto-check: notes

More from ZJU-REAL/Easel

All 114 skills in this repo
  • Gzh Design

    ZJU-REAL/Easel

    微信公众号文章排版引擎:把 Markdown / Word(.docx) / PDF / 纯文本转成可直接粘贴进公众号编辑器的 HTML,自动章节编号、关键词标记、引言卡、目录、代码块、图片/GIF、作者签名;主题从 references/theme-index.md…

    3.4k GitHub stars~2.1k tokensUpdated today
    Auto-check passed
  • 微信公众号文章自动创作与发布工具。给定参考文章、文字或文档,自动搜索整理全网相关信息、生成图文并茂的公众号文章,并发布到微信公众号草稿箱。特别强调反 AI 检测写作。

    3.4k GitHub stars~1.8k tokensUpdated today
    Auto-check passed
  • Card Design

    ZJU-REAL/Easel

    社媒卡片视觉设计系统:提供配色、中文字体层级、满画幅布局、品类骨架和死空白/密度质检,避免模板化 PPT 与廉价 AI 感。

    3.4k GitHub stars~657 tokensUpdated today
    Auto-check passed
  • Ecom Details Image

    ZJU-REAL/Easel

    生成电商商品视觉方案:主图概念、场景图、详情页视觉方向和 AI 生图 Prompt. An agent skill from ZJU-REAL/Easel.

    3.4k GitHub stars~1.1k tokensUpdated today
    Auto-check: notes
  • Infographic

    ZJU-REAL/Easel

    将数据或文字内容转化为可视化信息图,支持静态(AntV)和动画 GIF 两种模式。当用户需要制作信息图、数据可视化、流程图、对比图、动画图表、GIF 图表、思维导图、SWOT 分析图时调用。本地渲染信息图/GIF 动画;要单张静态图片 URL 用 chart-visualization,要 CSV/JSON→整页报告用 data-report

    3.4k GitHub stars~643 tokensUpdated today
    Auto-check passed
  • Novel Writer

    ZJU-REAL/Easel

    长篇小说/网文连载创作:从世界观、人设和三级大纲写到逐章正文,并用文件化状态维护伏笔、前情和跨章一致性. An agent skill from ZJU-REAL/Easel.

    3.4k GitHub stars~1k tokensUpdated today
    Auto-check passed

Questions about Skill Account Diagnosis

What does Skill Account Diagnosis do?

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. Skill Account Diagnosis is an agent skill from ZJU-REAL/Easel.

How do I install Skill Account Diagnosis in Claude Code?

Run `npx skills add ZJU-REAL/Easel --skill skill-account-diagnosis -a claude-code`. Or copy the skill folder (skills/openclaw/skill-account-diagnosis in ZJU-REAL/Easel) into .claude/skills/skill-account-diagnosis in your project. Claude Code loads it when a task matches its description.

How do I install Skill Account Diagnosis in Codex?

Run `npx skills add ZJU-REAL/Easel --skill skill-account-diagnosis -a codex`. Or copy the skill folder (skills/openclaw/skill-account-diagnosis in ZJU-REAL/Easel) into .agents/skills/skill-account-diagnosis in your project. Codex loads it when a task matches its description.

Can I use Skill Account Diagnosis in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add ZJU-REAL/Easel --skill skill-account-diagnosis -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/skill-account-diagnosis, .gemini/skills/skill-account-diagnosis, .github/skills/skill-account-diagnosis and .opencode/skills/skill-account-diagnosis in your project.

What does Skill Account Diagnosis need to run?

SKILL.md names no scripts, command-line tools or credentials: Skill Account Diagnosis is instructions for the agent only.

Does Skill Account Diagnosis access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Skill Account Diagnosis safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Skill Account Diagnosis use?

Skill Account Diagnosis is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Skill Account Diagnosis use?

About 449 tokens (SKILL.md is roughly 1.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 839 tokens, read only when the agent opens those files.

What are the alternatives to Skill Account Diagnosis?

Skills that share tags, products or a category with Skill Account Diagnosis: Expense Accounting (sickn33/agentic-awesome-skills, 47k stars), Codex Profiles (sickn33/agentic-awesome-skills, 47k stars), Purchase Accounting (sickn33/agentic-awesome-skills, 47k stars) and Profile (ccusage/ccusage, 19k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Skill Account Diagnosis?

ZJU-REAL (a GitHub organization) maintains it in ZJU-REAL/Easel, which has 3,376 GitHub stars. The repository holds 114 skills in this directory. The repository was last updated on October 9, 2026.

Source: ZJU-REAL/Easel on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.