Agent skill

Skill Profile Manager

by ZJU-REAL in ZJU-REAL/Easel

管理账号画像全生命周期:创建空白画像、编辑六维字段、更新记忆、切换、导出和对比. An agent skill from ZJU-REAL/Easel.

Apache-2.0Auto-check passed

Install Skill Profile Manager

skills CLI
$ npx skills add ZJU-REAL/Easel --skill skill-profile-manager -a claude-code

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

GitHub CLI
$ gh skill install ZJU-REAL/Easel skill-profile-manager --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-profile-manager .claude/skills/skill-profile-manager && 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-profile-manager
GitHub stars
3.4k
Token cost
~854 tokens
SKILL.md length
204 words
Files
2
Skills in repo
114
Repo updated
First seen
Licence
Apache-2.0

At a glance

管理账号画像全生命周期:创建空白画像、编辑六维字段、更新记忆、切换、导出和对比. An agent skill from ZJU-REAL/Easel.

  • Works in 5 steps: 检查画像是否已存在:读取 profiles/ 目录,确认同名画像不存在 → 复制模板:将 profiles/_template/ 复制为… → 引导填写核心信息:依次向用户提问,收集以下信息 → …
  • SKILL.md covers 输入, 输出, 执行步骤 and Profile 感知
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Skill Profile Manager is an agent skill from ZJU-REAL/Easel. 管理账号画像全生命周期:创建空白画像、编辑六维字段、更新记忆、切换、导出和对比。 当用户说“新建/编辑/更新/切换/导出/对比画像、写进画像记忆”时使用。 首次从社媒数据生成画像用 skill-profile-builder;只提炼语言风格用 skill-voice-builder;品牌首次入驻引导用 skill-brand-onboarding。

Its SKILL.md is about 850 tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `EASEL-META.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

  • “新建/编辑/更新/切换/导出/对比画像、写进画像记忆”
  • “/skill-profile-manager”

Workflow steps

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

  1. 检查画像是否已存在:读取 profiles/ 目录,确认同名画像不存在
  2. 复制模板:将 profiles/_template/ 复制为 profiles/{profile_name}/
  3. 引导填写核心信息:依次向用户提问,收集以下信息
  4. 写入文件:将收集到的信息按模板格式写入对应文件
  5. 提示后续:告知用户可后续补充 platforms.md 和 preferences.md

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 (its code samples are markdown).

    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 Profile Manager loads about 854 tokens when it runs. Until then it costs about 49 tokens; SKILL.md has 204 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~49
When it runs · the whole SKILL.md, loaded when a task matches
~854

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). 204 words, ~854 tokens.

Download SKILL.mdSave it as .claude/skills/skill-profile-manager/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
skill-profile-manager
description
管理账号画像全生命周期:创建空白画像、编辑六维字段、更新记忆、切换、导出和对比。 当用户说“新建/编辑/更新/切换/导出/对比画像、写进画像记忆”时使用。 首次从社媒数据生成画像用 skill-profile-builder;只提炼语言风格用 skill-voice-builder;品牌首次入驻引导用 skill-brand-onboarding。
layer
general

账号画像管理器

创建、编辑、记忆更新、导出、对比 — 画像的全生命周期管理

输入

字段必填说明
action是操作类型:create / edit / memory-update / export / diff / list / switch
profile_name视操作画像名称(create 时必填,list 时不需要)
field否要编辑的文件:identity / style / audience / platforms / preferences / memory
content否要写入的内容(edit / memory-update 时使用)
profile_b否第二个画像名称(diff 操作时必填)
data_source否记忆更新的数据来源:用户口述 / 数据报告 / 帖子反馈

输出

create 操作

输出新画像目录结构确认:

markdown
## 画像创建完成

**画像名称**: {profile_name}
**目录**: profiles/{profile_name}/

### 已创建文件
| 文件 | 状态 | 说明 |
|------|------|------|
| identity.md | ✅ 已填写 | 定位、差异化、内容方向 |
| style.md | ✅ 已填写 | 语气、开头结构、视觉风格 |
| audience.md | ✅ 已填写 | 人口统计、兴趣、痛点 |
| platforms.md | ⬜ 待补充 | 平台账号、内容格式 |
| preferences.md | ⬜ 待补充 | 合规规则、红线 |
| memory.md | ⬜ 空 | 将随使用积累 |
diff 操作

输出两个画像的逐文件对比表:

markdown
## 画像对比:{profile_a} vs {profile_b}

| 维度 | {profile_a} | {profile_b} | 差异摘要 |
|------|-------------|-------------|----------|
| 定位 | ... | ... | ... |
| 风格 | ... | ... | ... |
| 受众 | ... | ... | ... |
| 平台 | ... | ... | ... |
| 偏好 | ... | ... | ... |
list 操作
markdown
## 当前画像列表

| 画像 | 完整度 | 最后更新 | 记忆条数 |
|------|--------|----------|----------|
| 科技数码达人 | 85% | 2026-07-15 | 12 |
| 搞笑整活博主 | 60% | 2026-07-10 | 3 |

执行步骤

操作路由
  1. 解析用户意图:从用户输入识别 action 类型
    • "创建画像" / "新建账号" → create
    • "编辑画像" / "改一下画像" → edit
    • "写进画像" / "画像记忆" / "记住这个" → memory-update
    • "导出画像" → export
    • "画像对比" / "两个画像比较" → diff
    • "有哪些画像" / "画像列表" → list
    • "切换画像" / "用另一个画像" → switch
create 流程
  1. 检查画像是否已存在:读取 profiles/ 目录,确认同名画像不存在
  2. 复制模板:将 profiles/_template/ 复制为 profiles/{profile_name}/
  3. 引导填写核心信息:依次向用户提问,收集以下信息
    • identity.md:你是谁?做什么内容?和别人有什么不同?
    • style.md:你的语言风格是什么?正式/轻松/搞笑?常用口头禅?
    • audience.md:你的目标受众是谁?年龄、兴趣、痛点?
  4. 写入文件:将收集到的信息按模板格式写入对应文件
  5. 提示后续:告知用户可后续补充 platforms.md 和 preferences.md
edit 流程
  1. 定位文件:根据 field 参数确定要编辑的文件路径 profiles/{profile_name}/{field}.md
  2. 读取当前内容:展示该文件的当前内容给用户确认
  3. 应用修改:根据用户指示修改指定字段,保持文件其他部分不变
  4. 确认变更:输出修改前后的 diff 摘要
memory-update 流程
  1. 读取现有记忆:读取 profiles/{profile_name}/memory.md
  2. 格式化新记忆条目:按以下格式追加
    ### {日期} — {来源标签}
    - 发现:{具体发现}
    - 行动建议:{可执行的建议}
  3. 去重检查:与已有记忆条目比对,避免重复记录
  4. 追加写入:将新条目追加到 memory.md 末尾
export 流程
  1. 汇总画像:读取画像目录下所有 .md 文件
  2. 生成摘要卡片:合并为一份结构化的画像摘要(Markdown 格式)
  3. 输出到 outputs/:保存为 outputs/<画像名-导出日期>/profile-export.md
diff 流程
  1. 读取两个画像:分别读取 profiles/{profile_a}/ 和 profiles/{profile_b}/ 下所有文件
  2. 逐维度对比:按 identity / style / audience / platforms / preferences 五个维度对比
  3. 生成差异表:输出结构化对比表,高亮关键差异点
list 流程
  1. 扫描 profiles/ 目录:列出所有子目录(排除 _template)
  2. 计算完整度:检查每个画像的 6 个文件是否有实质内容(非空非模板)
  3. 输出列表:按完整度排序输出

Profile 感知

这个 SKILL 本身就是 Profile 的管理工具:

  • 有 Profile 上下文时:默认操作当前激活的画像,edit / memory-update 不需要再指定 profile_name
  • 无 Profile 上下文时:list 操作展示所有可用画像,其他操作必须显式指定 profile_name
  • 首次使用时:如果 profiles/ 目录下没有任何画像(只有 _template),自动进入 create 流程

自研溯源与参考项目见同目录 EASEL-META.md。

© 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 1 other file in skills/openclaw/skill-profile-manager of ZJU-REAL/Easel.

  • SKILL.md
  • EASEL-META.md

Open the folder on GitHubat commit 278f420

Compare with similar skills

Skill Profile Manager 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 Profile Manager compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Skill Profile Manager this skillZJU-REAL/Easel3.4k—~854Automated safety check: PassApache-2.0
Profileccusage/ccusage19k—~430Automated safety check: PassCustom licence
Cpu ProfileClickHouse/ClickHouse50k—~1.9kAutomated safety check: NotesApache-2.0
Codex Profilessickn33/agentic-awesome-skills47k1 repos~1.7kAutomated safety check: PassMIT
Collectors Snmp Profilesnetdata/netdata81k—~3.1kAutomated safety check: PassGPL-3.0
Alloc ProfileClickHouse/ClickHouse50k—~4.3kAutomated safety check: PassApache-2.0

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Questions about Skill Profile Manager

What does Skill Profile Manager do?

管理账号画像全生命周期:创建空白画像、编辑六维字段、更新记忆、切换、导出和对比. An agent skill from ZJU-REAL/Easel. Skill Profile Manager is an agent skill from ZJU-REAL/Easel.

How do I install Skill Profile Manager in Claude Code?

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

How do I install Skill Profile Manager in Codex?

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

Can I use Skill Profile Manager 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-profile-manager -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-profile-manager, .gemini/skills/skill-profile-manager, .github/skills/skill-profile-manager and .opencode/skills/skill-profile-manager in your project.

What does Skill Profile Manager need to run?

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

Does Skill Profile Manager 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 Profile Manager 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 Profile Manager use?

Skill Profile Manager 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 Profile Manager use?

About 854 tokens (SKILL.md is roughly 3.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Skill Profile Manager?

Skills that share tags, products or a category with Skill Profile Manager: Profile (ccusage/ccusage, 19k stars), Cpu Profile (ClickHouse/ClickHouse, 50k stars), Codex Profiles (sickn33/agentic-awesome-skills, 47k stars) and Collectors Snmp Profiles (netdata/netdata, 81k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Skill Profile Manager?

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.