WeChat Group Activity Stats
punk2898/wechat-group-stats
Counts messages per member in a WeChat group on macOS, tags how active each person is, and shows the results in a web dashboard with a JSON API.
Read, decrypt, query, search, and export local WeCom/企业微信 5.x desktop databases on macOS into a private read-only vault.
Install Yichen Wecom Local Vault
$ npx skills add mcncarl/yichen-skills --skill yichen-wecom-local-vault -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install mcncarl/yichen-skills yichen-wecom-local-vault --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/mcncarl/yichen-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/yichen-wecom-local-vault .claude/skills/yichen-wecom-local-vault && rm -rf skills-srcUse ~/.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/
Install the "yichen-wecom-local-vault" agent skill from https://github.com/mcncarl/yichen-skills/tree/main/yichen-wecom-local-vault into .claude/skills/yichen-wecom-local-vault/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "yichen-wecom-local-vault", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/mcncarl/yichen-skills/tree/main/yichen-wecom-local-vaultType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add mcncarl/yichen-skills --skill yichen-wecom-local-vault -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install mcncarl/yichen-skills yichen-wecom-local-vault --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mcncarl/yichen-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/yichen-wecom-local-vault .agents/skills/yichen-wecom-local-vault && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "yichen-wecom-local-vault" agent skill from https://github.com/mcncarl/yichen-skills/tree/main/yichen-wecom-local-vault into .agents/skills/yichen-wecom-local-vault/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "yichen-wecom-local-vault", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add mcncarl/yichen-skills --skill yichen-wecom-local-vault -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install mcncarl/yichen-skills yichen-wecom-local-vault --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mcncarl/yichen-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/yichen-wecom-local-vault .cursor/skills/yichen-wecom-local-vault && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "yichen-wecom-local-vault" agent skill from https://github.com/mcncarl/yichen-skills/tree/main/yichen-wecom-local-vault into .cursor/skills/yichen-wecom-local-vault/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "yichen-wecom-local-vault", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/mcncarl/yichen-skills.git --path yichen-wecom-local-vault--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add mcncarl/yichen-skills --skill yichen-wecom-local-vault -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install mcncarl/yichen-skills yichen-wecom-local-vault --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mcncarl/yichen-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/yichen-wecom-local-vault .gemini/skills/yichen-wecom-local-vault && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "yichen-wecom-local-vault" agent skill from https://github.com/mcncarl/yichen-skills/tree/main/yichen-wecom-local-vault into .gemini/skills/yichen-wecom-local-vault/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "yichen-wecom-local-vault", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install mcncarl/yichen-skills yichen-wecom-local-vaultInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add mcncarl/yichen-skills --skill yichen-wecom-local-vault -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/mcncarl/yichen-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/yichen-wecom-local-vault .github/skills/yichen-wecom-local-vault && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "yichen-wecom-local-vault" agent skill from https://github.com/mcncarl/yichen-skills/tree/main/yichen-wecom-local-vault into .github/skills/yichen-wecom-local-vault/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "yichen-wecom-local-vault", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add mcncarl/yichen-skills --skill yichen-wecom-local-vault -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install mcncarl/yichen-skills yichen-wecom-local-vault --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mcncarl/yichen-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/yichen-wecom-local-vault .opencode/skills/yichen-wecom-local-vault && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "yichen-wecom-local-vault" agent skill from https://github.com/mcncarl/yichen-skills/tree/main/yichen-wecom-local-vault into .opencode/skills/yichen-wecom-local-vault/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "yichen-wecom-local-vault", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
yichen-wecom-local-vault- GitHub stars
- 4.4k
- Token cost
- ~1.3k tokens
- SKILL.md length
- 224 words
- Files
- 9 (incl. scripts, references)
- Skills in repo
- 19
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Read, decrypt, query, search, and export local WeCom/企业微信 5.x desktop databases on macOS into a private read-only vault.
- Works in 5 steps: 第一次使用或用户问“能不能解析”：运行 status，只检查数据库，不附加进程。 → 已有私密 key 文件：运行 decrypt 创建新快照；默认合并已提交的… → 缺少 key：先说明需要明确授权捕获；可选只读 attach，若 macOS… → …
- The user asks to parse 企业微信本地数据、企微聊天记录、WeCom/WXWork contacts
- SKILL.md covers 强制边界, 入口, 自动选择工作流 and 数据库发现与检查, plus 6 more sections
- Runs Python scripts from its folder; calls python3
What it does
Yichen Wecom Local Vault is an agent skill from mcncarl/yichen-skills. Read, decrypt, query, search, and export local WeCom/企业微信 5.x desktop databases on macOS into a private read-only vault. Use when the user asks to parse 企业微信本地数据、企微聊天记录、WeCom/WXWork contacts, sessions, groups, customers, message history, local database backup, structured export, or a Mac enterprise-WeChat data analysis workflow.
Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 11 other files, including scripts and reference files (for example `agents/openai.yaml`, `references/database-notes.md` and `scripts/capture_key_macos.py`).
It sits in Data & Analytics, covering Messaging and chat bots, Database administration and Data analysis. It works with macOS, WeChat and Frida.
When your agent uses it
- The user asks to parse 企业微信本地数据、企微聊天记录、WeCom/WXWork contacts
- Message history
- Local database backup
- Structured export
Example prompts
- “/yichen-wecom-local-vault”
Requirements
- Python 3
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- 第一次使用或用户问“能不能解析”：运行 status，只检查数据库，不附加进程。
- 已有私密 key 文件：运行 decrypt 创建新快照；默认合并已提交的 WAL 帧。
- 缺少 key：先说明需要明确授权捕获；可选只读 attach，若 macOS 拒绝 task_for_pid，再使用重签副本捕获。
- 已有快照：直接用 sessions、contacts、history、search、export，不要重新解密。
- 用户指定会话或时间范围：只查询该范围；消息较多时先落 Markdown/JSON 文件。
What it can do on your machine
Read from SKILL.md and the folder at commit 9bd7898. 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
Ships 6 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python3
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
frida.re
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
Yichen Wecom Local Vault loads about 1.3k tokens when it runs, and up to ~2k if it reads all its reference files. Until then it costs about 89 tokens; SKILL.md has 224 words of instructions outside code blocks.
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); the scripts in this folder are not scanned.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 224 words (~1,328 tokens).
- name
- yichen-wecom-local-vault
Files
SKILL.md and 8 other files (scripts, references) in yichen-wecom-local-vault of mcncarl/yichen-skills.
- SKILL.md
- agents/openai.yaml
- references/database-notes.md
- scripts/capture_key_macos.py
- scripts/scan_dbkey_manager_macos.py
- scripts/test_wecom_local_vault.py
- scripts/vault_cli.py
- scripts/wecom_common.py
- scripts/wecom_crypto.py
Open the folder on GitHubat commit 9bd7898
Compare with similar skills
Yichen Wecom Local Vault 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 | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Yichen Wecom Local Vault this skillmcncarl/yichen-skills | 4.4k | — | ~1.3k | Automated safety check: Pass | Custom licence | |
| WeChat Group Activity Statspunk2898/wechat-group-stats | 121 | — | ~2.8k | Automated safety check: Notes | MIT | |
| Greenbubbles Setupbojieli/greenbubbles | 365 | — | ~537 | Automated safety check: Pass | MIT | |
| Wechat Exporterrobbin/wechat-exporter | 214 | — | ~2k | Automated safety check: Notes | None | |
| Wechat Article Extractfreestylefly/WeChatBridge | 1.2k | — | ~236 | Automated safety check: Pass | MIT | |
| Greenbubbles Contextbojieli/greenbubbles | 365 | — | ~603 | Automated safety check: Pass | MIT |
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Wechat Article Extract
freestylefly/WeChatBridge
从微信聊天记录导出文件中识别公众号文章链接或分享卡片，提取标题、公众号名称、发布时间、正文和图片，并保留原文链接。当用户要求整理、摘录或归档聊天记录里的公众号文章时使用。
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Related
Questions about Yichen Wecom Local Vault
What does Yichen Wecom Local Vault do?
Read, decrypt, query, search, and export local WeCom/企业微信 5.x desktop databases on macOS into a private read-only vault. Yichen Wecom Local Vault is an agent skill from mcncarl/yichen-skills.x desktop databases on macOS into a private read-only vault.
When should I use Yichen Wecom Local Vault?
Yichen Wecom Local Vault fits situations like: the user asks to parse 企业微信本地数据、企微聊天记录、WeCom/WXWork contacts; message history; local database backup; structured export.
How do I install Yichen Wecom Local Vault in Claude Code?
Run `npx skills add mcncarl/yichen-skills --skill yichen-wecom-local-vault -a claude-code`. Or copy the skill folder (yichen-wecom-local-vault in mcncarl/yichen-skills) into .claude/skills/yichen-wecom-local-vault in your project. Claude Code loads it when a task matches its description.
How do I install Yichen Wecom Local Vault in Codex?
Run `npx skills add mcncarl/yichen-skills --skill yichen-wecom-local-vault -a codex`. Or copy the skill folder (yichen-wecom-local-vault in mcncarl/yichen-skills) into .agents/skills/yichen-wecom-local-vault in your project. Codex loads it when a task matches its description.
Can I use Yichen Wecom Local Vault 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 mcncarl/yichen-skills --skill yichen-wecom-local-vault -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/yichen-wecom-local-vault, .gemini/skills/yichen-wecom-local-vault, .github/skills/yichen-wecom-local-vault and .opencode/skills/yichen-wecom-local-vault in your project.
What does Yichen Wecom Local Vault need to run?
Going by SKILL.md and its folder, Yichen Wecom Local Vault needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.
Does Yichen Wecom Local Vault access the network?
SKILL.md names 1 domain. As links in the text: frida.re. This is read from the text; nothing was executed.
Is Yichen Wecom Local Vault 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Yichen Wecom Local Vault use?
Yichen Wecom Local Vault has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Yichen Wecom Local Vault use?
About 1.3k tokens (SKILL.md is roughly 5.3k 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 672 tokens, read only when the agent opens those files.
What are the alternatives to Yichen Wecom Local Vault?
Skills that share tags, products or a category with Yichen Wecom Local Vault: WeChat Group Activity Stats (punk2898/wechat-group-stats, 121 stars), Greenbubbles Setup (bojieli/greenbubbles, 365 stars), Wechat Exporter (robbin/wechat-exporter, 214 stars) and Wechat Article Extract (freestylefly/WeChatBridge, 1.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Yichen Wecom Local Vault?
mcncarl (a GitHub user) maintains it in mcncarl/yichen-skills, which has 4,362 GitHub stars. The repository holds 19 skills in this directory. The repository was last updated on October 4, 2026.
Source: mcncarl/yichen-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.