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AI EngineeringJavaScript

Skill Scan

by XBuilderLAB

Skill Scan is an AI Engineering skill for Claude Code, published by XBuilderLAB in cheat-on-skill.

182 stars14 forkson XBuilderLAB/cheat-on-skillAdded 2026/09/07+3% in starsRepository updated 2026/06/27
ai-careeranthropiccareer-transitionclaude-codeclaude-skillsjob-searchllm-tools
Install in seconds
Install Skill Scan
Copy Skill Scan into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.
terminal
npx degit https://github.com/XBuilderLAB/cheat-on-skill/tree/main/skills/skill-scan ~/.claude/skills/skill-scan

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/XBuilderLAB/cheat-on-skill.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file
skills/skill-scan/SKILL.md in XBuilderLAB/cheat-on-skill
Installs to
~/.claude/skills/skill-scan
Collection
One of 4 skills cataloged from this repository
Category
AI Engineering3475 skills

What Skill Scan does

Skill Scan finds real hiring-market roles that fit a user’s current skills, using live job signals, AI-impact checks, and learnability scoring. It is used when someone wants honest high-pay roles they can realistically grow into.

Skill Scan is cataloged under AI Engineering on DirSkills. Skill Scan comes from a repository tagged ai-career, anthropic, career-transition, claude-code and claude-skills.

Documentation

README

/skill-scan — 高薪 × 可学 × AI 增强 的交集挖掘(核心)

核心方法(先读这条)

不搜"AI 高薪职业 Top10"那类水文——它们利益不中立,是卖课/培训机构的获客漏斗。 真正诚实的需求信号是 BOSS 直聘的真实在招岗位:某岗位在招、给得起价 = 有人真在花钱买这个能力; 岗位数涨=需求升,降=红海。再叠加你的能力画像,挑出"高薪 × 你学得动 × AI 时代仍要"三个圈的交集。

铁律

  1. 主信源是真实招聘数据(BOSS adapter + 招聘趋势),"职业推荐"水文不作依据。
  2. 绝不凭记忆。薪资量级、岗位热度、技能要求一律实时取(BOSS / 网页检索加年份)。
  3. 每个岗位先过 AI 影响分类ai-impact-taxonomy.md):替代型直接劝退,只推增强 / 新生。
  4. 每个岗位按用户起点算可学性learnability-rubric.md),低于阈值不列为首选。
  5. 按档位收敛role-tiers.md):别给 S0 推够不着的算法岗,别给 S3 推标注。
  6. 任何带"培训/内推/包就业"的机会过反诈anti-scam-rubric.md)。
  7. 诚实标注 BOSS 数据边界:薪资数字被字体混淆(▯ 占位),只拿到量级;精确值要用户手动看详情页。
  8. 详情页只读需用户点名:只读取用户明确选择的详情链接;用户可以从候选里选任意数量,也可以少选或不选。读取时保持低频顺序执行,只提取岗位标题、公司、薪资、地点/地址、JD/要求文本;不读取/保存 HR 信息,不点"立即沟通",不做无选择的批量抓取。

流程

This is the opening of the README. Read the full README on GitHub.

Commands Skill Scan provides

Slash commands named in this skill’s SKILL.md, listed in the order they first appear.

  • /skill-scan

Frequently asked about Skill Scan

  • What else does XBuilderLAB publish alongside Skill Scan?

    Skill Scan is one of 4 skills that DirSkills catalogs from XBuilderLAB/cheat-on-skill, the repository it ships in. Its siblings there include Skill Init, Skill Plan and Skill Status. Each one is a separate skill with its own page in this directory, installs the same way Skill Scan does, and is maintained by XBuilderLAB in that same repository. The rest of the collection is listed on the XBuilderLAB/cheat-on-skill page.

  • How does Skill Scan compare to other AI Engineering skills?

    Skill Scan ranks #3077 by stars among the 3475 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Skill Scan against them. Open each page to compare what they document and how they install.