Mentoring Juniors
github/awesome-copilot
Socratic mentoring for junior developers and AI newcomers. An agent skill from github/awesome-copilot.
基于用户画像（职位族 + 职位）和当前诉求，从行家平台名单里推荐 3 个匹配的行家和话题， 用户可直接点链接去行家平台预约 1v1 交流。名单是随包分发的静态快照， 只走 scripts/matchmentors.py 检索，禁止编造行家、话题和链接。
No licenceAuto-check passed
Install Mentor Recommender
$ npx skills add infometa/workbuddyskills --skill mentor-recommender -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install infometa/workbuddyskills mentor-recommender --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/mentor-recommender .claude/skills/mentor-recommender && 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 "mentor-recommender" agent skill from https://github.com/infometa/workbuddyskills/tree/main/experts/career-broker/skills/mentor-recommender into .claude/skills/mentor-recommender/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mentor-recommender", 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/mentor-recommenderType 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 mentor-recommender -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install infometa/workbuddyskills mentor-recommender --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/mentor-recommender .agents/skills/mentor-recommender && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "mentor-recommender" agent skill from https://github.com/infometa/workbuddyskills/tree/main/experts/career-broker/skills/mentor-recommender into .agents/skills/mentor-recommender/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mentor-recommender", 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 mentor-recommender -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install infometa/workbuddyskills mentor-recommender --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/mentor-recommender .cursor/skills/mentor-recommender && 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 "mentor-recommender" agent skill from https://github.com/infometa/workbuddyskills/tree/main/experts/career-broker/skills/mentor-recommender into .cursor/skills/mentor-recommender/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mentor-recommender", 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/mentor-recommender--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 mentor-recommender -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install infometa/workbuddyskills mentor-recommender --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/mentor-recommender .gemini/skills/mentor-recommender && 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 "mentor-recommender" agent skill from https://github.com/infometa/workbuddyskills/tree/main/experts/career-broker/skills/mentor-recommender into .gemini/skills/mentor-recommender/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mentor-recommender", 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 mentor-recommenderInstalls 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 mentor-recommender -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/mentor-recommender .github/skills/mentor-recommender && 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 "mentor-recommender" agent skill from https://github.com/infometa/workbuddyskills/tree/main/experts/career-broker/skills/mentor-recommender into .github/skills/mentor-recommender/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mentor-recommender", 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 mentor-recommender -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 mentor-recommender --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/mentor-recommender .opencode/skills/mentor-recommender && 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 "mentor-recommender" agent skill from https://github.com/infometa/workbuddyskills/tree/main/experts/career-broker/skills/mentor-recommender into .opencode/skills/mentor-recommender/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mentor-recommender", 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
mentor-recommender- GitHub stars
- 346
- Token cost
- ~1.2k tokens
- SKILL.md length
- 227 words
- Files
- 5 (incl. scripts, references)
- Skills in repo
- 218
- Repo updated
- First seen
- Licence
- None found
At a glance
基于用户画像（职位族 + 职位）和当前诉求，从行家平台名单里推荐 3 个匹配的行家和话题， 用户可直接点链接去行家平台预约 1v1 交流。名单是随包分发的静态快照， 只走 scripts/matchmentors.py 检索，禁止编造行家、话题和链接。
- Works in 6 steps: 每条一句理由，从 outline 或 credential 提炼，≤35… → 链接原样输出，见 §5 铁律。 → 中文名优先（mentor_name），没有中文名才用 mentor_rtx。 → …
- SKILL.md covers §0 这是什么, §1 数据来源（静态快照，不联网）, §2 怎么检索（唯一入口） and §3 输出形态, plus 3 more sections
- Runs Python scripts from its folder; calls python and bash; reaches learn.woa.com
What it does
Mentor Recommender is an agent skill from infometa/workbuddyskills. 基于用户画像（职位族 + 职位）和当前诉求，从行家平台名单里推荐 3 个匹配的行家和话题， 用户可直接点链接去行家平台预约 1v1 交流。名单是随包分发的静态快照， 只走 scripts/matchmentors.py 检索，禁止编造行家、话题和链接。 触发词：行家 / 行家推荐 / 推荐一位相关领域的行家 / 找人聊聊 / 想线下聊聊 / 找个前辈聊 / 有没有人能指导我 / 1v1 咨询 / 约个人聊 / 谁走过这条路（要真人不要案例）/ 有没有师兄师姐 / 想找同职位的人请教
Its SKILL.md is about 1.2k 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 `data/mentors.json`, `references/data-maintenance.md` and `scripts/build_mentor_data.py`).
The repository describes itself as: WorkBuddy skills / connectors / experts archive for offline study.
Example prompts
- “/mentor-recommender”
Requirements
- Python 3
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- 每条一句理由，从 outline 或 credential 提炼，≤35 字。不要把大纲整段贴出来。
- 链接原样输出，见 §5 铁律。
- 中文名优先（mentor_name），没有中文名才用 mentor_rtx。
- 时长只在 >1 小时时提（大部分是 1 小时，说了是噪音）。
- consult_count 不要展示给用户——"已被咨询 11 次"会变成隐性排名，也会让 0 次的显得没人要。它只用于内部排序。
- 末尾一个开放式问题，不要连着追问。
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 2 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
pythonbash
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:
learn.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
Mentor Recommender loads about 1.2k tokens when it runs, and up to ~2.3k if it reads all its reference files. Until then it costs about 66 tokens; SKILL.md has 227 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 227 words (~1,245 tokens).
- name
- mentor-recommender
- displayName
- 行家推荐
Files
SKILL.md and 4 other files (scripts, references) in experts/career-broker/skills/mentor-recommender of infometa/workbuddyskills.
- SKILL.md
- data/mentors.json
- references/data-maintenance.md
- scripts/build_mentor_data.py
- scripts/match_mentors.py
Open the folder on GitHubat commit 692b3eb
Compare with similar skills
Mentor Recommender 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 |
|---|---|---|---|---|---|---|
| Mentor Recommender this skillinfometa/workbuddyskills | 346 | — | ~1.2k | Automated safety check: Pass | None | |
| Mentoring Juniorsgithub/awesome-copilot | 40k | 1 repos | ~3.5k | Automated safety check: Pass | MIT | |
| Recommendagenticnotetaking/arscontexta | 3.5k | — | ~5.1k | Automated safety check: Pass | MIT | |
| Swedish Mentoralirezarezvani/claude-skills | 28k | — | ~2.8k | Automated safety check: Pass | MIT | |
| Restaurant Recommendationsasgeirtj/system_prompts_leaks | 69k | — | ~755 | Automated safety check: Pass | CC0-1.0 | |
| Recommendationsamd/gaia | 1.6k | — | ~622 | Automated safety check: Pass | MIT |
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- Official
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Questions about Mentor Recommender
What does Mentor Recommender do?
基于用户画像（职位族 + 职位）和当前诉求，从行家平台名单里推荐 3 个匹配的行家和话题， 用户可直接点链接去行家平台预约 1v1 交流。名单是随包分发的静态快照， 只走 scripts/matchmentors.py 检索，禁止编造行家、话题和链接。. Mentor Recommender is an agent skill from infometa/workbuddyskills.
How do I install Mentor Recommender in Claude Code?
Run `npx skills add infometa/workbuddyskills --skill mentor-recommender -a claude-code`. Or copy the skill folder (experts/career-broker/skills/mentor-recommender in infometa/workbuddyskills) into .claude/skills/mentor-recommender in your project. Claude Code loads it when a task matches its description.
How do I install Mentor Recommender in Codex?
Run `npx skills add infometa/workbuddyskills --skill mentor-recommender -a codex`. Or copy the skill folder (experts/career-broker/skills/mentor-recommender in infometa/workbuddyskills) into .agents/skills/mentor-recommender in your project. Codex loads it when a task matches its description.
Can I use Mentor Recommender 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 mentor-recommender -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/mentor-recommender, .gemini/skills/mentor-recommender, .github/skills/mentor-recommender and .opencode/skills/mentor-recommender in your project.
What does Mentor Recommender need to run?
Going by SKILL.md and its folder, Mentor Recommender needs Python for the scripts in its folder and the command-line tools its instructions call (python and bash). Our summary lists: Python 3.
Does Mentor Recommender access the network?
SKILL.md names 1 domain. In commands or code: learn.woa.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.
Is Mentor Recommender 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 Mentor Recommender use?
No licence was found for Mentor Recommender or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Mentor Recommender use?
About 1.2k tokens (SKILL.md is roughly 5k 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 1k tokens, read only when the agent opens those files.
What are the alternatives to Mentor Recommender?
Skills that share tags, products or a category with Mentor Recommender: Mentoring Juniors (github/awesome-copilot, 40k stars), Recommend (agenticnotetaking/arscontexta, 3.5k stars), Swedish Mentor (alirezarezvani/claude-skills, 28k stars) and Restaurant Recommendations (asgeirtj/system_prompts_leaks, 69k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Mentor Recommender?
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.