Agent Builder
shareAI-lab/learn-claude-code
Design and build AI agents for any domain. An agent skill from shareAI-lab/learn-claude-code.
职业 Skill 工厂 2.0（career-skill-planner 升级版）。用户输入一个职业或行业，本 Skill 自动完成： (1) 遴选该行业 3 位顶尖专家，蒸馏其心智模型和决策方式，生成 3 个专家视角 Skill（参考女娲方法论）； (2) 遴选该行业 3 本顶尖书籍，提炼成可执行方法论，生成 3 个方法论 Skill（参考 book2skills 方法论）； (3) 生成…
Install Career Skill Factory
The automated check flagged lines worth reading first. See the safety section below.
$ npx skills add SpaceZephyr/career.skill --skill career-skill-factory -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install SpaceZephyr/career.skill career-skill-factory --agent claude-codeProject 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/
Install the "career-skill-factory" agent skill from https://github.com/SpaceZephyr/career.skill/tree/main into .claude/skills/career-skill-factory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "career-skill-factory", 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.
$ npx skills add SpaceZephyr/career.skill --skill career-skill-factory -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install SpaceZephyr/career.skill career-skill-factory --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "career-skill-factory" agent skill from https://github.com/SpaceZephyr/career.skill/tree/main into .agents/skills/career-skill-factory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "career-skill-factory", 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 SpaceZephyr/career.skill --skill career-skill-factory -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install SpaceZephyr/career.skill career-skill-factory --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "career-skill-factory" agent skill from https://github.com/SpaceZephyr/career.skill/tree/main into .cursor/skills/career-skill-factory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "career-skill-factory", 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.
$ npx skills add SpaceZephyr/career.skill --skill career-skill-factory -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install SpaceZephyr/career.skill career-skill-factory --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "career-skill-factory" agent skill from https://github.com/SpaceZephyr/career.skill/tree/main into .gemini/skills/career-skill-factory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "career-skill-factory", 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 SpaceZephyr/career.skill career-skill-factoryInstalls 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 SpaceZephyr/career.skill --skill career-skill-factory -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "career-skill-factory" agent skill from https://github.com/SpaceZephyr/career.skill/tree/main into .github/skills/career-skill-factory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "career-skill-factory", 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 SpaceZephyr/career.skill --skill career-skill-factory -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install SpaceZephyr/career.skill career-skill-factory --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "career-skill-factory" agent skill from https://github.com/SpaceZephyr/career.skill/tree/main into .opencode/skills/career-skill-factory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "career-skill-factory", 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-skill-factory- GitHub stars
- 160
- Token cost
- ~1.9k tokens
- SKILL.md length
- 370 words
- Files
- 10 (incl. references)
- Skills in repo
- 15
- Repo updated
- First seen
- Licence
- None found
At a glance
职业 Skill 工厂 2.0（career-skill-planner 升级版）。用户输入一个职业或行业，本 Skill 自动完成： (1) 遴选该行业 3 位顶尖专家，蒸馏其心智模型和决策方式，生成 3 个专家视角 Skill（参考女娲方法论）； (2) 遴选该行业 3 本顶尖书籍，提炼成可执行方法论，生成 3 个方法论 Skill（参考 book2skills 方法论）； (3) 生成…
- Works in 8 steps: 输入分级 + 需求确认 → 行业画像 → 遴选专家与书籍 ★检查点 → …
- AI & LLM Engineering work in your project
- SKILL.md covers 你的角色, 总体流程, Phase 0: 输入分级 + 需求确认 and Phase 1: 行业画像, plus 9 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Career Skill Factory is an agent skill from SpaceZephyr/career.skill. 职业 Skill 工厂 2.0（career-skill-planner 升级版）。用户输入一个职业或行业，本 Skill 自动完成： (1) 遴选该行业 3 位顶尖专家，蒸馏其心智模型和决策方式，生成 3 个专家视角 Skill（参考女娲方法论）； (2) 遴选该行业 3 本顶尖书籍，提炼成可执行方法论，生成 3 个方法论 Skill（参考 book2skills 方法论）； (3) 生成 1 个顾问团总控 Skill，把专家和方法论编排成可召开"专家评审会"的顾问团。 最终交付 7 个可直接安装的 Skill 文件。 触发场景：用户说"帮我做 XX 行业的专家顾问团"、"给 XX 职业造一套 Skill"、"我是 XX，帮我建顾问团"、 "职业 Skill 2.0"、"蒸馏 XX 行业"、"XX 行业的方法论 Skill"，或输入一段 JD 要求据此建团。
Its SKILL.md is about 1.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 15 other files, including reference files (for example `README.md`, `examples/investing-advisor-duanyongping/SKILL.md` and `examples/investing-advisory-board/SKILL.md`).
It sits in AI & LLM Engineering. The repository describes itself as: 告诉 AI 你的职业，它帮你把工作拆成一套可以用的 Skill 库.
When your agent uses it
- AI & LLM Engineering work in your project
Example prompts
- “的顾问团。 最终交付 7 个可直接安装的 Skill 文件。 触发场景：用户说”
- “给 XX 职业造一套 Skill”
- “我是 XX，帮我建顾问团”
- “/career-skill-factory”
Workflow steps
8 steps, taken from the step headings in SKILL.md.
- 输入分级 + 需求确认
- 行业画像
- 遴选专家与书籍 ★检查点
- 5: 创建工作目录
- 并行调研（Agent Swarm）
- 调研摘要 ★检查点
- 构建 7 个 Skill
- 质量验证 + 交付
What it can do on your machine
Read from SKILL.md and the folder at commit 2627168. 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
No scripts in the folder and no shell commands in SKILL.md.
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
Career Skill Factory loads about 1.9k tokens when it runs, and up to ~4.7k if it reads all its reference files. Until then it costs about 102 tokens; SKILL.md has 370 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: warnings
The automated check found patterns that need a careful read before installing.
- WarningTells the agent its actions are pre-authorized / not to stop for confirmationSKILL.md:88
输出一段 ≤200 字的行业画像，作为后续遴选依据，不需要用户确认。
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
Without a licence we can't republish the file, so here is its outline and opening line. It has 370 words (~1,862 tokens).
- name
- career-skill-factory
Files
SKILL.md and 9 other files (references) in the repository root of SpaceZephyr/career.skill.
- SKILL.md
- README.md
- examples/investing-advisor-duanyongping/SKILL.md
- examples/investing-advisory-board/SKILL.md
- examples/investing-method-intelligent-investor/SKILL.md
- references/advisory-board-template.md
- references/book-distillation.md
- references/expert-distillation.md
- 已制作Skill/AI产品经理
- 已制作Skill/投资
Open the folder on GitHubat commit 2627168
Compare with similar skills
Career Skill Factory 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 Skill Factory this skillSpaceZephyr/career.skill | 160 | — | ~1.9k | Automated safety check: Warn | None | |
| Agent BuildershareAI-lab/learn-claude-code | 78k | 4 repos | ~1.2k | Automated safety check: Pass | MIT | |
| Add Uint Supportpytorch/pytorch | 104k | 2 repos | ~2.3k | Automated safety check: Pass | Custom licence | |
| LLM Benchmarking with lm-evaluation-harnessOrchestra-Research/AI-Research-SKILLs | 13k | 8 repos | ~3k | Automated safety check: Pass | MIT | |
| Segment Anything Model GuideOrchestra-Research/AI-Research-SKILLs | 13k | 8 repos | ~3.3k | Automated safety check: Pass | MIT | |
| 1passwordtrpc-group/trpc-agent-go | 1.9k | 14 repos | ~656 | Automated safety check: Pass | Apache-2.0 |
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Segment Anything Model Guide
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Related
Categories
Questions about Career Skill Factory
What does Career Skill Factory do?
职业 Skill 工厂 2.0（career-skill-planner 升级版）。用户输入一个职业或行业，本 Skill 自动完成： (1) 遴选该行业 3 位顶尖专家，蒸馏其心智模型和决策方式，生成 3 个专家视角 Skill（参考女娲方法论）； (2) 遴选该行业 3 本顶尖书籍，提炼成可执行方法论，生成 3 个方法论 Skill（参考 book2skills 方法论）； (3) 生成…. skill.
When should I use Career Skill Factory?
Career Skill Factory fits situations like: AI & LLM Engineering work in your project.
How do I install Career Skill Factory in Claude Code?
Run `npx skills add SpaceZephyr/career.skill --skill career-skill-factory -a claude-code`. Or copy the skill folder (the SpaceZephyr/career.skill repository) into .claude/skills/career-skill-factory in your project. Claude Code loads it when a task matches its description.
How do I install Career Skill Factory in Codex?
Run `npx skills add SpaceZephyr/career.skill --skill career-skill-factory -a codex`. Or copy the skill folder (the SpaceZephyr/career.skill repository) into .agents/skills/career-skill-factory in your project. Codex loads it when a task matches its description.
Can I use Career Skill Factory 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 SpaceZephyr/career.skill --skill career-skill-factory -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-skill-factory, .gemini/skills/career-skill-factory, .github/skills/career-skill-factory and .opencode/skills/career-skill-factory in your project.
What does Career Skill Factory need to run?
SKILL.md names no scripts, command-line tools or credentials: Career Skill Factory is instructions for the agent only.
Does Career Skill Factory 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 Career Skill Factory safe to install?
Our automated static check of SKILL.md flagged 1 warning(s): tells the agent its actions are pre-authorized / not to stop for confirmation. Read the flagged lines before installing; the check is not a guarantee either way.
What licence does Career Skill Factory use?
No licence was found for Career Skill Factory or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Career Skill Factory use?
About 1.9k tokens (SKILL.md is roughly 7.4k 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 2.8k tokens, read only when the agent opens those files.
What are the alternatives to Career Skill Factory?
Skills that share tags, products or a category with Career Skill Factory: Agent Builder (shareAI-lab/learn-claude-code, 78k stars), Add Uint Support (pytorch/pytorch, 104k stars), LLM Benchmarking with lm-evaluation-harness (Orchestra-Research/AI-Research-SKILLs, 13k stars) and Segment Anything Model Guide (Orchestra-Research/AI-Research-SKILLs, 13k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Career Skill Factory?
SpaceZephyr (a GitHub user) maintains it in SpaceZephyr/career.skill, which has 160 GitHub stars. The repository holds 15 skills in this directory. The repository was last updated on July 5, 2026.
Source: SpaceZephyr/career.skill on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.