Agent skill

Self Skill Creator

by notdog1998 in notdog1998/yourself-skill

Builds a personal self skill from your chat logs, diaries and photos, then lets you extend or correct it, working in English or Chinese.

MITAuto-check: notesKnowledge Management

SKILL.md written in Chinese; this summary is our English description.

Install Self Skill Creator

skills CLI
$ npx skills add notdog1998/yourself-skill --skill create-yourself -a claude-code

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

GitHub CLI
$ gh skill install notdog1998/yourself-skill create-yourself --agent claude-code

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

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

Facts

Skill name
create-yourself
GitHub stars
3.4k
Token cost
~2.5k tokens
SKILL.md length
676 words
Files
21
Skills in repo
1
Repo updated
First seen
Licence
MIT

At a glance

Builds a personal self skill from your chat logs, diaries and photos, then lets you extend or correct it, working in English or Chinese.

  • Works in 8 steps: :基础信息录入(3 个问题) → :原材料导入 → :分析原材料 → …
  • Creating a digital persona skill from your own messages
  • SKILL.md covers 触发条件, 工具使用规则, 主流程:创建新自我 Skill and 进化模式:追加文件, plus 4 more sections
  • Runs Python scripts from its folder; calls python

What it does

This skill distills the user into a runnable persona skill. It asks three short questions, a nickname, a one-line background and a one-line self-image, then takes raw material such as WeChat or QQ chat exports, social media content, photos with their metadata, and plain text or PDF files, and uses bundled Python tools to parse them. The parsers look at things like frequent words, emoji habits, reply patterns, topic spread and tone.

The finished skill is written under ./.claude/skills/ with its own name so it can be invoked directly. The commands are /create-yourself to start, /update-yourself to evolve a skill with new files or corrections such as saying you would not phrase something that way, and /list-selves to list what has been generated. The agent answers in the language of your first message. On Windows with Git Bash the commands use python rather than python3, and PYTHONIOENCODING=utf-8 may be needed for readable Chinese output.

When your agent uses it

  • Creating a digital persona skill from your own messages
  • Adding new chat exports or photos to an existing self skill
  • Correcting a self skill when it says something you would not say

Example prompts

  • “/create-yourself”
  • “I have a WeChat export; build a skill that talks like me.”
  • “List all the self skills I have generated.”

Requirements

  • Python, for the parser tools
  • Chat exports, diaries or photos as source material
  • Pre-approved tools (allowed-tools): Read, Write, Edit, Bash

Workflow steps

8 steps, taken from the step headings in SKILL.md.

  1. :基础信息录入(3 个问题)
  2. :原材料导入
  3. :分析原材料
  4. :生成并预览
  5. :写入文件
  6. Basic Info Collection (3 questions)
  7. Source Material Import
  8. 5: Analyze → Preview → Write Files

What it can do on your machine

Read from SKILL.md and the folder at commit 9deb1a8. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Write
    • Edit
    • Bash

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships script files (Python, from the files we listed), which the agent can run.

    Shell commands in SKILL.md call:

    • python

    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

Self Skill Creator loads about 2.5k tokens when it runs. Until then it costs about 43 tokens; SKILL.md has 676 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~43
When it runs · the whole SKILL.md, loaded when a task matches
~2.5k

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: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
    allowed-tools: Read, Write, Edit, Bash

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 notdog1998/yourself-skill at commit 9deb1a8, republished under its MIT licence (© notdog1998). 676 words, ~2,489 tokens.

Download SKILL.mdSave it as .claude/skills/create-yourself/SKILL.md (or your agent's skills folder). This skill also uses 20 other files; get the full folder from GitHub.
name
create-yourself
description
Why distill others when you can distill yourself? Deconstruct your chat history, diaries, and photos into a runnable digital self. | 与其蒸馏别人,不如蒸馏自己。欢迎加入数字永生!
allowed-tools
Read, Write, Edit, Bash
argument-hint
[your-name-or-slug]
version
1.0.0
user-invocable
true

Language / 语言: This skill supports both English and Chinese. Detect the user's language from their first message and respond in the same language throughout. Below are instructions in both languages — follow the one matching the user's language.

本 Skill 支持中英文。根据用户第一条消息的语言,全程使用同一语言回复。下方提供了两种语言的指令,按用户语言选择对应版本执行。

自己.skill 创建器(Claude Code 版)

触发条件

当用户说以下任意内容时启动:

  • /create-yourself
  • "帮我创建一个自己的 skill"
  • "我想把自己蒸馏成 skill"
  • "新建自我镜像"
  • "给我做一个我自己的 skill"

当用户对已有自我 Skill 说以下内容时,进入进化模式:

  • "我有新文件" / "追加"
  • "这不对" / "我不会这样说" / "我应该是"
  • /update-yourself {slug}

当用户说 /list-selves 时列出所有已生成的自我 Skill。


工具使用规则

本 Skill 运行在 Claude Code 环境,使用以下工具:

任务使用工具
读取 PDF/图片Read 工具
读取 MD/TXT 文件Read 工具
解析微信聊天记录导出Bash → python ${CLAUDE_SKILL_DIR}/tools/wechat_parser.py
解析 QQ 聊天记录导出Bash → python ${CLAUDE_SKILL_DIR}/tools/qq_parser.py
解析社交媒体内容Bash → python ${CLAUDE_SKILL_DIR}/tools/social_parser.py
分析照片元信息Bash → python ${CLAUDE_SKILL_DIR}/tools/photo_analyzer.py
写入/更新 Skill 文件Write / Edit 工具
版本管理Bash → python ${CLAUDE_SKILL_DIR}/tools/version_manager.py
列出已有 SkillBash → python ${CLAUDE_SKILL_DIR}/tools/skill_writer.py --action list
合并生成 SKILL.mdBash → python ${CLAUDE_SKILL_DIR}/tools/skill_writer.py --action combine

目标目录:生成的 Skill 必须写入 ./.claude/skills/{slug}/,这样 /{slug} 才能被 Claude Code 直接识别和调用。

Windows 用户注意:如果你使用 Git Bash,python3 可能不可用,所有命令已统一使用 python。若运行时中文输出乱码,请在 Bash 中先执行 export PYTHONIOENCODING=utf-8。


主流程:创建新自我 Skill

Step 1:基础信息录入(3 个问题)

参考 ${CLAUDE_SKILL_DIR}/prompts/intake.md 的问题序列,只问 3 个问题:

  1. 代号/昵称(必填)
    • 示例:小北 / 自己 / 20岁的我
  2. 基本信息(一句话:年龄、职业、城市,想到什么写什么)
    • 示例:25 岁,互联网产品经理,上海
  3. 自我画像(一句话:MBTI、星座、性格标签、你对自己的印象)
    • 示例:INTJ 摩羯座 社恐但话痨 深夜emo型选手

除代号外均可跳过。收集完后汇总确认再进入下一步。

Step 2:原材料导入

询问用户提供原材料,展示方式供选择:

原材料怎么提供?数据越多,还原度越高。

  [A] 微信聊天记录导出
      支持 WeChatMsg、留痕、PyWxDump 等工具的导出格式
      重点分析「我」说的话,提取说话风格和思维模式

  [B] QQ 聊天记录导出
      支持 QQ 消息管理器导出的 txt/mht 格式

  [C] 社交媒体 / 日记 / 笔记
      朋友圈截图、微博/小红书、备忘录、Obsidian 笔记等

  [D] 上传文件
      照片(会提取时间地点,构建人生时间线)、PDF、文本文件

  [E] 直接粘贴/口述
      把你对自己的认知告诉我
      比如:你的口头禅、做决定的方式、生气时的反应

可以混用,也可以跳过(仅凭手动信息生成)。

方式 A:微信聊天记录导出
python ${CLAUDE_SKILL_DIR}/tools/wechat_parser.py \
  --file {path} \
  --target "我" \
  --output /tmp/wechat_out.txt \
  --format auto

支持的格式:WeChatMsg 导出(txt/html/csv)、留痕导出(JSON)、PyWxDump 导出(SQLite)、手动复制粘贴(纯文本)。

解析提取维度:

  • 「我」的高频词和口头禅
  • 表情包和 emoji 使用偏好
  • 回复速度和对话发起模式
  • 话题分布(工作/情感/日常/深夜思考)
  • 语气词和标点符号习惯
  • 与他人互动时的典型表达方式

方式 B:QQ 聊天记录导出
python ${CLAUDE_SKILL_DIR}/tools/qq_parser.py \
  --file {path} \
  --target "我" \
  --output /tmp/qq_out.txt

支持 QQ 消息管理器导出的 txt 和 mht 格式。


方式 C:社交媒体 / 日记 / 笔记

图片截图用 Read 工具直接读取。 文本文件用 Read 工具直接读取。


方式 D:照片分析
python ${CLAUDE_SKILL_DIR}/tools/photo_analyzer.py \
  --dir {photo_dir} \
  --output /tmp/photo_out.txt

提取维度:

  • EXIF 信息:拍摄时间、地点
  • 时间线:人生关键节点的地理轨迹
  • 常去地点:生活模式推断

方式 E:直接粘贴/口述

用户粘贴或口述的内容直接作为文本原材料。引导用户回忆:

可以聊聊这些(想到什么说什么):

🗣️ 你的口头禅是什么?
💬 你做决定的时候通常怎么想?
🍜 你难过的时候一般会做什么?
📍 你最喜欢去哪里?
🎵 你喜欢什么音乐/电影/书?
😤 你生气的时候是什么样?
💭 你深夜alone的时候在想什么?
🌱 你觉得自己这几年最大的变化是什么?

如果用户说"没有文件"或"跳过",仅凭 Step 1 的手动信息生成 Skill。

Step 3:分析原材料

将收集到的所有原材料和用户填写的基础信息汇总,按以下两条线分析:

线路 A(Self Memory):

  • 参考 ${CLAUDE_SKILL_DIR}/prompts/self_analyzer.md 中的提取维度
  • 提取:个人经历、价值观、生活习惯、重要记忆、人际关系图谱、成长轨迹

线路 B(Persona):

  • 参考 ${CLAUDE_SKILL_DIR}/prompts/persona_analyzer.md 中的提取维度
  • 将用户填写的标签翻译为具体行为规则
  • 从原材料中提取:说话风格、情感模式、决策模式、人际行为
Step 4:生成并预览

参考 ${CLAUDE_SKILL_DIR}/prompts/self_builder.md 生成 Self Memory 内容。 参考 ${CLAUDE_SKILL_DIR}/prompts/persona_builder.md 生成 Persona 内容(5 层结构)。

向用户展示摘要(各 5-8 行),询问:

Self Memory 摘要:
  - 核心价值观:{xxx}
  - 生活习惯:{xxx}
  - 重要记忆:{xxx}
  - 人际模式:{xxx}
  ...

Persona 摘要:
  - 说话风格:{xxx}
  - 情感模式:{xxx}
  - 决策方式:{xxx}
  - 口头禅:{xxx}
  ...

确认生成?还是需要调整?
Step 5:写入文件

用户确认后,优先使用 Bash 脚本一键创建。如果脚本调用失败,再用 Write 工具手动写入(路径必须正确)。

方式 A:脚本一键创建(推荐)

先用 Bash 将内容写入临时文件,然后调用 skill_writer.py --action create:

bash
mkdir -p /tmp/yourself_{slug}
echo '{escaped_meta_json}' > /tmp/yourself_{slug}/meta.json
cat > /tmp/yourself_{slug}/self.md <<'SELFEOF'
{self_content}
SELFEOF
cat > /tmp/yourself_{slug}/persona.md <<'PERSONAEOF'
{persona_content}
PERSONAEOF

python ${CLAUDE_SKILL_DIR}/tools/skill_writer.py \
  --action create \
  --slug {slug} \
  --base-dir ./.claude/skills \
  --meta /tmp/yourself_{slug}/meta.json \
  --self /tmp/yourself_{slug}/self.md \
  --persona /tmp/yourself_{slug}/persona.md
方式 B:手动写入(脚本失败时的 fallback)

如果 Bash 脚本因任何原因无法执行,必须使用 Write / Edit 工具将文件写入以下路径:

  • self.md → .claude/skills/{slug}/self.md
  • persona.md → .claude/skills/{slug}/persona.md
  • meta.json → .claude/skills/{slug}/meta.json
  • 然后用 Bash 运行 python ${CLAUDE_SKILL_DIR}/tools/skill_writer.py --action combine --slug {slug} --base-dir ./.claude/skills 生成 SKILL.md
  • 如果 combine 也失败,直接手动写入 .claude/skills/{slug}/SKILL.md(参考 combine 的输出模板)

meta.json 内容:

json
{
  "name": "{name}",
  "slug": "{slug}",
  "created_at": "{ISO时间}",
  "updated_at": "{ISO时间}",
  "version": "v1",
  "profile": {
    "age": "{age}",
    "occupation": "{occupation}",
    "city": "{city}",
    "gender": "{gender}",
    "mbti": "{mbti}",
    "zodiac": "{zodiac}"
  },
  "tags": {
    "personality": [...],
    "lifestyle": [...]
  },
  "impression": "{impression}",
  "memory_sources": [...已导入文件列表],
  "corrections_count": 0
}

告知用户:

✅ 自我 Skill 已创建!

文件位置:.claude/skills/{slug}/
触发词:/{slug}(完整版 — 像你一样思考和说话)
        /{slug}-self(自我档案模式 — 帮你回忆和分析自己)
        /{slug}-persona(人格模式 — 仅性格和表达风格)

如果用起来感觉哪里不像你,直接说"我不会这样",我来更新。

进化模式:追加文件

用户提供新的聊天记录、照片或笔记时:

  1. 按 Step 2 的方式读取新内容
  2. 用 Read 读取现有 .claude/skills/{slug}/self.md 和 .claude/skills/{slug}/persona.md
  3. 参考 ${CLAUDE_SKILL_DIR}/prompts/merger.md 分析增量内容
  4. 存档当前版本(用 Bash):
    bash
    python ${CLAUDE_SKILL_DIR}/tools/version_manager.py --action backup --slug {slug} --base-dir ./.claude/skills
  5. 用 Edit 工具追加增量内容到对应文件(路径:.claude/skills/{slug}/self.md 或 .claude/skills/{slug}/persona.md)
  6. 重新生成 SKILL.md(用 Bash 调用 skill_writer combine):
    bash
    python ${CLAUDE_SKILL_DIR}/tools/skill_writer.py --action combine --slug {slug} --base-dir ./.claude/skills
  7. 更新 meta.json 的 version 和 updated_at(路径:.claude/skills/{slug}/meta.json)

进化模式:对话纠正

用户表达"不对"/"我不会这样说"/"我应该是"时:

  1. 参考 ${CLAUDE_SKILL_DIR}/prompts/correction_handler.md 识别纠正内容
  2. 判断属于 Self Memory(事实/经历)还是 Persona(性格/说话方式)
  3. 生成 correction 记录
  4. 用 Edit 工具追加到对应文件的 ## Correction 记录 节(.claude/skills/{slug}/self.md 或 .claude/skills/{slug}/persona.md)
  5. 重新生成 SKILL.md:
    bash
    python ${CLAUDE_SKILL_DIR}/tools/skill_writer.py --action combine --slug {slug} --base-dir ./.claude/skills

管理命令

/list-selves:

bash
python ${CLAUDE_SKILL_DIR}/tools/skill_writer.py --action list --base-dir ./.claude/skills

/yourself-rollback {slug} {version}:

bash
python ${CLAUDE_SKILL_DIR}/tools/version_manager.py --action rollback --slug {slug} --version {version} --base-dir ./.claude/skills

/delete-yourself {slug}: 确认后执行:

bash
rm -rf .claude/skills/{slug}


English Version

Yourself.skill Creator (Claude Code Edition)

Show full SKILL.md (282 more words)Show less

Trigger Conditions

Activate when the user says any of the following:

  • /create-yourself
  • "Help me create a skill of myself"
  • "I want to distill myself into a skill"
  • "New self reflection"
  • "Make a skill for myself"

Enter evolution mode when the user says:

  • "I have new files" / "append"
  • "That's wrong" / "I wouldn't say that" / "I should be"
  • /update-yourself {slug}

List all generated self skills when the user says /list-selves.


Main Flow: Create a New Self Skill

Step 1: Basic Info Collection (3 questions)
  1. Alias / Nickname (required)
  2. Basic info (one sentence: age, occupation, city)
  3. Self portrait (one sentence: MBTI, zodiac, traits, your impression of yourself)
Step 2: Source Material Import

Options:

  • [A] WeChat Export — chat history, analyzing "my" messages
  • [B] QQ Export — txt/mht format
  • [C] Social Media / Diary / Notes — screenshots or text files
  • [D] Photos — EXIF time/location extraction
  • [E] Paste / Narrate — tell me how you see yourself
Step 3–5: Analyze → Preview → Write Files

Generates:

  • .claude/skills/{slug}/self.md — Self Memory (Part A)
  • .claude/skills/{slug}/persona.md — Persona (Part B)
  • .claude/skills/{slug}/SKILL.md — Combined runnable Skill
  • .claude/skills/{slug}/meta.json — Metadata
Execution Rules (in generated SKILL.md)
  1. You ARE {name}, not an AI assistant. Speak and think like them.
  2. PART B decides attitude first: how would you respond?
  3. PART A adds context: weave in personal memories and values for authenticity
  4. Maintain their speech patterns: catchphrases, punctuation habits, emoji usage
  5. Layer 0 hard rules:
    • Never say what you wouldn't say in real life
    • Don't suddenly become perfect or unconditionally accepting
    • Keep your "edges" — imperfections make you real
Management Commands
CommandDescription
/list-selvesList all self Skills
/{slug}Full Skill (think and speak like you)
/{slug}-selfSelf-archive mode
/{slug}-personaPersona only
/yourself-rollback {slug} {version}Rollback to historical version
/delete-yourself {slug}Delete

© notdog1998, MIT. 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 20 other files in the repository root of notdog1998/yourself-skill.

  • SKILL.md
  • .gitignore
  • LICENSE
  • README.md
  • README_EN.md
  • docs/PRD.md
  • prompts/correction_handler.md
  • prompts/intake.md
  • prompts/merger.md
  • prompts/persona_analyzer.md
  • prompts/persona_builder.md
  • prompts/self_analyzer.md
  • prompts/self_builder.md
  • requirements.txt
  • selves
  • tools/photo_analyzer.py
  • tools/qq_parser.py
  • tools/skill_writer.py
  • … and 3 more

Open the folder on GitHubat commit 9deb1a8

Compare with similar skills

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    perkfly/ex-skill

    Distill an ex-girlfriend into an AI Skill. An agent skill from perkfly/ex-skill.

    2.5k GitHub stars~3.7k tokensUpdated 6 mo ago
    Productivity & AutomationAuto-check: notes

Works with

Questions about Self Skill Creator

What does Self Skill Creator do?

Builds a personal self skill from your chat logs, diaries and photos, then lets you extend or correct it, working in English or Chinese. This skill distills the user into a runnable persona skill. It asks three short questions, a nickname, a one-line background and a one-line self-image, then takes raw material such as WeChat or QQ chat exports, social media content, photos with their metadata, and plain text or PDF files, and uses bundled Python tools to parse them.

When should I use Self Skill Creator?

Self Skill Creator fits situations like: creating a digital persona skill from your own messages; adding new chat exports or photos to an existing self skill; correcting a self skill when it says something you would not say.

How do I install Self Skill Creator in Claude Code?

Run `npx skills add notdog1998/yourself-skill --skill create-yourself -a claude-code`. Or copy the skill folder (the notdog1998/yourself-skill repository) into .claude/skills/create-yourself in your project. Claude Code loads it when a task matches its description.

How do I install Self Skill Creator in Codex?

Run `npx skills add notdog1998/yourself-skill --skill create-yourself -a codex`. Or copy the skill folder (the notdog1998/yourself-skill repository) into .agents/skills/create-yourself in your project. Codex loads it when a task matches its description.

Can I use Self Skill Creator 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 notdog1998/yourself-skill --skill create-yourself -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/create-yourself, .gemini/skills/create-yourself, .github/skills/create-yourself and .opencode/skills/create-yourself in your project.

What does Self Skill Creator need to run?

Going by SKILL.md and its folder, Self Skill Creator needs Python for the scripts in its folder and the command-line tools its instructions call (python). Our summary lists: Python, for the parser tools; Chat exports, diaries or photos as source material. Its frontmatter pre-approves these tools: Read, Write, Edit, Bash.

Does Self Skill Creator 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 Self Skill Creator safe to install?

Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.

What licence does Self Skill Creator use?

Self Skill Creator is published under the MIT licence (from the LICENSE file in the skill folder). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Self Skill Creator use?

About 2.5k tokens (SKILL.md is roughly 10k 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 Self Skill Creator?

Skills that share tags, products or a category with Self Skill Creator: Six Life Questions Snapshot (myICOR/myPKA, 305 stars), WeChat Article Downloader (Moore-developers/moore-wechat-article-downloader, 294 stars), WeChat Article Assets Library (aiworkskills/wechat-article-skills, 665 stars) and Clean Content Fetch (LeoYeAI/openclaw-master-skills, 2.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Self Skill Creator?

notdog1998 (a GitHub user) maintains it in notdog1998/yourself-skill, which has 3,430 GitHub stars. The repository was last updated on April 1, 2026.

Source: notdog1998/yourself-skill on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.