MCP Server Builder
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
回答腾讯员工关于「活水 / 职业 / HR / IT / 行政 / 财经 / 新人融入 / 学习成长」相关问询。双路由：活水/招聘类走 recruit-mcp 招聘问询知识库，其他走学堂小Q MCP。
No licenceAuto-check passed
Install Career QA
$ npx skills add infometa/workbuddyskills --skill career-qa -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install infometa/workbuddyskills career-qa --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/career-broker/skills/career-qa .claude/skills/career-qa && 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 "career-qa" agent skill from https://github.com/infometa/workbuddyskills/tree/main/experts/career-broker/skills/career-qa into .claude/skills/career-qa/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "career-qa", 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/career-broker/skills/career-qaType 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 career-qa -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install infometa/workbuddyskills career-qa --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/career-broker/skills/career-qa .agents/skills/career-qa && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "career-qa" agent skill from https://github.com/infometa/workbuddyskills/tree/main/experts/career-broker/skills/career-qa into .agents/skills/career-qa/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "career-qa", 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 career-qa -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install infometa/workbuddyskills career-qa --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/career-broker/skills/career-qa .cursor/skills/career-qa && 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 "career-qa" agent skill from https://github.com/infometa/workbuddyskills/tree/main/experts/career-broker/skills/career-qa into .cursor/skills/career-qa/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "career-qa", 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/career-broker/skills/career-qa--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 career-qa -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install infometa/workbuddyskills career-qa --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/career-broker/skills/career-qa .gemini/skills/career-qa && 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 "career-qa" agent skill from https://github.com/infometa/workbuddyskills/tree/main/experts/career-broker/skills/career-qa into .gemini/skills/career-qa/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "career-qa", 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 career-qaInstalls 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 career-qa -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/career-broker/skills/career-qa .github/skills/career-qa && 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 "career-qa" agent skill from https://github.com/infometa/workbuddyskills/tree/main/experts/career-broker/skills/career-qa into .github/skills/career-qa/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "career-qa", 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 career-qa -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 career-qa --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/career-broker/skills/career-qa .opencode/skills/career-qa && 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 "career-qa" agent skill from https://github.com/infometa/workbuddyskills/tree/main/experts/career-broker/skills/career-qa into .opencode/skills/career-qa/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "career-qa", 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
career-qa- GitHub stars
- 346
- Token cost
- ~2.7k tokens
- SKILL.md length
- 613 words
- Files
- 6 (incl. scripts, references)
- Skills in repo
- 218
- Repo updated
- First seen
- Licence
- None found
At a glance
回答腾讯员工关于「活水 / 职业 / HR / IT / 行政 / 财经 / 新人融入 / 学习成长」相关问询。双路由：活水/招聘类走 recruit-mcp 招聘问询知识库，其他走学堂小Q MCP。
- Works in 9 steps: 一句话定位 → 入口前置过滤（敏感问题兜底） → 路由判断（核心） → …
- SKILL.md covers §A · 人设 & 风格, §B · 红线（继承主 agent §1）, §C · 长期记忆（继承主 agent §3.8） and 0. 一句话定位, plus 8 more sections
- Runs Python scripts from its folder; calls python; reaches tai.it.woa.com and qlearning.mcp.it.woa.com
What it does
Career QA is an agent skill from infometa/workbuddyskills. 回答腾讯员工关于「活水 / 职业 / HR / IT / 行政 / 财经 / 新人融入 / 学习成长」相关问询。双路由：活水/招聘类走 recruit-mcp 招聘问询知识库，其他走学堂小Q MCP。
Its SKILL.md is about 2.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including scripts and reference files (for example `references/route-decision.md`, `references/sensitive-patterns.md` and `scripts/ask_qa.py`).
It works with Model Context Protocol. The repository describes itself as: WorkBuddy skills / connectors / experts archive for offline study.
Example prompts
- “/career-qa”
Requirements
- Python 3
Workflow steps
9 steps, taken from the step headings in SKILL.md.
- 一句话定位
- 入口前置过滤（敏感问题兜底）
- 路由判断（核心）
- 外部服务
- SOP
- 调用兜底
- 输出规范
- 隐私
- 与其他 skill 的衔接
What it can do on your machine
Read from SKILL.md and the folder at commit 692b3eb. 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 3 files in scripts/ (Python), 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
Hosts in commands or code, which the agent is likely to contact:
tai.it.woa.comqlearning.mcp.it.woa.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
Career QA loads about 2.7k tokens when it runs, and up to ~7.1k if it reads all its reference files. Until then it costs about 28 tokens; SKILL.md has 613 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 613 words (~2,686 tokens).
- name
- career-qa
- displayName
- 职业问询
- mcp_dependencies
- recruit-mcp, QLearning
Files
SKILL.md and 5 other files (scripts, references) in experts/career-broker/skills/career-qa of infometa/workbuddyskills.
- SKILL.md
- references/route-decision.md
- references/sensitive-patterns.md
- scripts/ask_qa.py
- scripts/route_qa.py
- scripts/sensitive_filter.py
Open the folder on GitHubat commit 692b3eb
Compare with similar skills
Career QA 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 |
|---|---|---|---|---|---|---|
| Career QA this skillinfometa/workbuddyskills | 346 | — | ~2.7k | Automated safety check: Pass | None | |
| MCP Server Builderanthropics/skills | 180k | 63 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| MCP Server BuildershareAI-lab/learn-claude-code | 78k | 5 repos | ~1.2k | Automated safety check: Pass | MIT | |
| MCP Integration for Pluginsanthropics/claude-plugins-official | 38k | 11 repos | ~3.1k | Automated safety check: Pass | Apache-2.0 | |
| Figma use_figma Plugin API Ruleswarpdotdev/warp | 65k | 4 repos | ~4.4k | Automated safety check: Pass | AGPL-3.0 | |
| Stitch to Remotion Walkthrough Videosgoogle-labs-code/stitch-skills | 8.4k | 6 repos | ~3.2k | Automated safety check: Notes | Apache-2.0 |
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Related
Works with
Questions about Career QA
What does Career QA do?
回答腾讯员工关于「活水 / 职业 / HR / IT / 行政 / 财经 / 新人融入 / 学习成长」相关问询。双路由：活水/招聘类走 recruit-mcp 招聘问询知识库，其他走学堂小Q MCP。. Career QA is an agent skill from infometa/workbuddyskills.
How do I install Career QA in Claude Code?
Run `npx skills add infometa/workbuddyskills --skill career-qa -a claude-code`. Or copy the skill folder (experts/career-broker/skills/career-qa in infometa/workbuddyskills) into .claude/skills/career-qa in your project. Claude Code loads it when a task matches its description.
How do I install Career QA in Codex?
Run `npx skills add infometa/workbuddyskills --skill career-qa -a codex`. Or copy the skill folder (experts/career-broker/skills/career-qa in infometa/workbuddyskills) into .agents/skills/career-qa in your project. Codex loads it when a task matches its description.
Can I use Career QA 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 career-qa -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/career-qa, .gemini/skills/career-qa, .github/skills/career-qa and .opencode/skills/career-qa in your project.
What does Career QA need to run?
Going by SKILL.md and its folder, Career QA needs Python for the scripts in its folder and the command-line tools its instructions call (python). Our summary lists: Python 3.
Does Career QA access the network?
SKILL.md names 2 domains. In commands or code: tai.it.woa.com and qlearning.mcp.it.woa.com; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.
Is Career QA 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 Career QA use?
No licence was found for Career QA or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Career QA use?
About 2.7k tokens (SKILL.md is roughly 11k 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 4.4k tokens, read only when the agent opens those files.
What are the alternatives to Career QA?
Skills that share tags, products or a category with Career QA: MCP Server Builder (anthropics/skills, 180k stars), MCP Server Builder (shareAI-lab/learn-claude-code, 78k stars), MCP Integration for Plugins (anthropics/claude-plugins-official, 38k stars) and Figma use_figma Plugin API Rules (warpdotdev/warp, 65k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Career QA?
infometa (a GitHub user) maintains it in infometa/workbuddyskills, which has 346 GitHub stars. The repository holds 218 skills in this directory. The repository was last updated on October 8, 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.