Campus Event Playbook
infometa/workbuddyskills
This skill should be used when planning, coordinating, running, or reviewing student-led campus events, including club recruitment, freshman mixers, welcome activities, small talks, competitions…
基于腾讯scBERT模型，实现细胞精细注释、新亚群挖掘及Marker筛选，自适应多组织参数，助力肿瘤细胞研究. An agent skill from infometa/workbuddyskills.
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Install Scbert Skill
$ npx skills add infometa/workbuddyskills --skill scbert-skill -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install infometa/workbuddyskills scbert-skill --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/infometa/workbuddyskills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/experts/omics-scbert-expert/skills/scbert-skill .claude/skills/scbert-skill && 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 "scbert-skill" agent skill from https://github.com/infometa/workbuddyskills/tree/main/experts/omics-scbert-expert/skills/scbert-skill into .claude/skills/scbert-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scbert-skill", 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/infometa/workbuddyskills/tree/main/experts/omics-scbert-expert/skills/scbert-skillType 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 infometa/workbuddyskills --skill scbert-skill -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install infometa/workbuddyskills scbert-skill --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/infometa/workbuddyskills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/experts/omics-scbert-expert/skills/scbert-skill .agents/skills/scbert-skill && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "scbert-skill" agent skill from https://github.com/infometa/workbuddyskills/tree/main/experts/omics-scbert-expert/skills/scbert-skill into .agents/skills/scbert-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scbert-skill", 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 infometa/workbuddyskills --skill scbert-skill -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install infometa/workbuddyskills scbert-skill --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/infometa/workbuddyskills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/experts/omics-scbert-expert/skills/scbert-skill .cursor/skills/scbert-skill && 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 "scbert-skill" agent skill from https://github.com/infometa/workbuddyskills/tree/main/experts/omics-scbert-expert/skills/scbert-skill into .cursor/skills/scbert-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scbert-skill", 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/infometa/workbuddyskills.git --path experts/omics-scbert-expert/skills/scbert-skill--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 infometa/workbuddyskills --skill scbert-skill -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install infometa/workbuddyskills scbert-skill --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/infometa/workbuddyskills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/experts/omics-scbert-expert/skills/scbert-skill .gemini/skills/scbert-skill && 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 "scbert-skill" agent skill from https://github.com/infometa/workbuddyskills/tree/main/experts/omics-scbert-expert/skills/scbert-skill into .gemini/skills/scbert-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scbert-skill", 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 infometa/workbuddyskills scbert-skillInstalls 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 infometa/workbuddyskills --skill scbert-skill -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/infometa/workbuddyskills.git skills-src && mkdir -p .github/skills && cp -r skills-src/experts/omics-scbert-expert/skills/scbert-skill .github/skills/scbert-skill && 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 "scbert-skill" agent skill from https://github.com/infometa/workbuddyskills/tree/main/experts/omics-scbert-expert/skills/scbert-skill into .github/skills/scbert-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scbert-skill", 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 infometa/workbuddyskills --skill scbert-skill -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install infometa/workbuddyskills scbert-skill --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/infometa/workbuddyskills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/experts/omics-scbert-expert/skills/scbert-skill .opencode/skills/scbert-skill && 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 "scbert-skill" agent skill from https://github.com/infometa/workbuddyskills/tree/main/experts/omics-scbert-expert/skills/scbert-skill into .opencode/skills/scbert-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scbert-skill", 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
scbert-skill- GitHub stars
- 344
- Token cost
- ~3.8k tokens
- SKILL.md length
- 684 words
- Files
- 8 (incl. scripts, references)
- Skills in repo
- 212
- Repo updated
- First seen
- Licence
- None found
At a glance
基于腾讯scBERT模型，实现细胞精细注释、新亚群挖掘及Marker筛选，自适应多组织参数，助力肿瘤细胞研究. An agent skill from infometa/workbuddyskills.
- Works in 7 steps: ：鉴权与配置双重检查 → ：登录授权 → ：配置引导 → …
- SKILL.md covers 应用锁定参数（SKILL 内部硬编码，禁止覆盖）, 能力边界, 退出码 & 鉴权处理 and Step −1：CLI 存在性检查, plus 9 more sections
- Runs Python scripts from its folder; calls python3; reaches cloud.tencent.com
What it does
Scbert Skill is an agent skill from infometa/workbuddyskills. 基于腾讯scBERT模型，实现细胞精细注释、新亚群挖掘及Marker筛选，自适应多组织参数，助力肿瘤细胞研究
Its SKILL.md is about 3.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 9 other files, including scripts and reference files (for example `CONTRACT.md`, `references/cli-whitelist.md` and `references/omics-cli-setup.md`).
The repository describes itself as: WorkBuddy skills / connectors / experts archive for offline study.
Example prompts
- “/scbert-skill”
Requirements
- Python 3
Workflow steps
7 steps, taken from the step headings in SKILL.md.
- ：鉴权与配置双重检查
- ：登录授权
- ：配置引导
- ：导入前同名检查（必经，必须通过才能导入）
- ：运行（仅形态 B · 固定公共应用）
- ：状态查询
- ：异步失败取证（debug 三段式）
What it can do on your machine
Read from SKILL.md and the folder at commit 75a5ad9. 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 1 file 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
Hosts in commands or code, which the agent is likely to contact:
cloud.tencent.com
Also links to:
console.cloud.tencent.comomics.qq.com
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
Scbert Skill loads about 3.8k tokens when it runs, and up to ~23k if it reads all its reference files. Until then it costs about 17 tokens; SKILL.md has 684 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 684 words (~3,825 tokens).
- name
- scbert-skill
- triggers
- scBERT实现细胞精细注释, 新亚群挖掘, Marker筛选。, scBERT, scbert, 单细胞与多组学基础模型, 跑 scBERT, run scbert
- platform
- 腾讯健康组学平台(Omics)
- tags
- 行业专业, 生信分析, 生物医药, omics, 腾讯健康组学平台, public-app
- version
- 1.0.0
Files
SKILL.md and 7 other files (scripts, references) in experts/omics-scbert-expert/skills/scbert-skill of infometa/workbuddyskills.
- SKILL.md
- CONTRACT.md
- references/cli-whitelist.md
- references/omics-cli-setup.md
- references/run-flow-spec.md
- references/runtime_error_kb.md
- references/skill-template.md
- scripts/omics_cli.py
Open the folder on GitHubat commit 75a5ad9
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Questions about Scbert Skill
What does Scbert Skill do?
基于腾讯scBERT模型，实现细胞精细注释、新亚群挖掘及Marker筛选，自适应多组织参数，助力肿瘤细胞研究. An agent skill from infometa/workbuddyskills. Scbert Skill is an agent skill from infometa/workbuddyskills.
How do I install Scbert Skill in Claude Code?
Run `npx skills add infometa/workbuddyskills --skill scbert-skill -a claude-code`. Or copy the skill folder (experts/omics-scbert-expert/skills/scbert-skill in infometa/workbuddyskills) into .claude/skills/scbert-skill in your project. Claude Code loads it when a task matches its description.
How do I install Scbert Skill in Codex?
Run `npx skills add infometa/workbuddyskills --skill scbert-skill -a codex`. Or copy the skill folder (experts/omics-scbert-expert/skills/scbert-skill in infometa/workbuddyskills) into .agents/skills/scbert-skill in your project. Codex loads it when a task matches its description.
Can I use Scbert Skill 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 infometa/workbuddyskills --skill scbert-skill -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/scbert-skill, .gemini/skills/scbert-skill, .github/skills/scbert-skill and .opencode/skills/scbert-skill in your project.
What does Scbert Skill need to run?
Going by SKILL.md and its folder, Scbert Skill needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.
Does Scbert Skill access the network?
SKILL.md names 3 domains. In commands or code: cloud.tencent.com; the agent is likely to contact it when it follows the instructions. As links in the text: console.cloud.tencent.com and omics.qq.com. This is read from the text; nothing was executed.
Is Scbert Skill 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 Scbert Skill use?
No licence was found for Scbert Skill or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Scbert Skill use?
About 3.8k tokens (SKILL.md is roughly 15k 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 19k tokens, read only when the agent opens those files.
Who maintains Scbert Skill?
infometa (a GitHub user) maintains it in infometa/workbuddyskills, which has 344 GitHub stars. The repository holds 212 skills in this directory. The repository was last updated on October 7, 2026.
Source: infometa/workbuddyskills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.