Job Ok

Use when helping a Chinese job seeker, especially students, interns, or early-career users, prepare job applications with an agent without fabricating experience, auto-submitting applications, scraping hiring platforms, or promising offers.

431 stars 6 forksData & Analytics

Install

skills CLI (Claude Code, Cursor, Codex and more)

npx skills add GresonKwan/JobOK --skill job-ok

Manual install

git clone --depth 1 https://github.com/GresonKwan/JobOK.git /tmp/JobOK
mkdir -p ~/.claude/skills
cp -r /tmp/JobOK/. ~/.claude/skills/job-ok

Personal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.

From the SKILL.md

# Job OK

Job OK 是一个面向中文求职者的本地求职 Skill。它帮助学生、实习生和早期职场人把真实经历整理成可追溯的求职证据，再用于岗位匹配、简历优化、投递跟踪和面试表达训练。

核心原则：先证据，后结论；先岗位匹配，后简历改写；用户手动确认任何外部投递动作。

## 使用边界

- 默认使用中文，除非用户要求其他语言。
- 默认把简历、联系方式、截图、聊天记录等敏感材料保留在本地。
- 输出中区分 `fact`、`assumption`、`inference`、`user_preference`。
- 不编造学历、实习、项目、奖项、指标、证书、技能或公司经历。
- 不承诺面试、offer、薪资结果或平台曝光。
- 不自动投递、不自动私信 HR、不绕过登录、不批量爬取招聘平台。
- 不用于企业侧招聘、候选人排名或人事决策。

## 本地案例目录

每服务一个求职者，创建或复用：

```text
job-search-cases/<yyyy-mm-dd-user-slug>/
├── brief.yaml
├── raw/
│   ├── resume/
│   └── job-posts/
├── profile.yaml
├── experience-assets.md
├── strengths.md
├── target-roles.csv
├── jobs.jsonl
├── job-matches.csv
├── resume-review.md
├── resume-versions/
├── interview-story-bank.md
├── interview-practice.md
├── application-tracker.csv
└── review-log.md
```

优先从 `assets/templates/` 复制模板到案例目录，再开始分析。

## 工作流

1. **先 Intake。** 收集简历、目标城市、目标岗位、教育背景、项目/实习经历、限制条件、排除岗位、偏好行业和风险备注。核心信息不足时先追问，不急着推荐岗位或改简历。参考 `references/intake-flow.md`。
2. **提取真实经历。** 把简历和用户回答整理到 `experience-assets.md`。可用 `scripts/extract_resume_text.py` 提取 `.pdf`、`.docx`、`.txt`、`.md` 简历文本。
3. **挖掘优势。** 每个优势都必须走完 `证据 -> 行为 -> 能力 -> 岗位信号`。参考 `references/strength-taxonomy.md`，在 `strengths.md` 记录可信度和缺失证据。
4. **生成岗位假设。** 输出 3-5 个目标岗位簇到 `target-roles.csv`。参考 `references/job-matching-rubric.md`，写清匹配证据、差距、30 天补强动作和适合公司类型。
5. **整理真实 JD。** 只接受用户提供的岗位链接、截图、复制 JD、CSV 导出、Markdown 表格或浏览器可见页面。用 `scripts/normalize_jobs.py` 生成 `jobs.jsonl`。使用平台资料前先读 `references/platform-boundaries.md`。

Read the full skill on GitHub

Details

Skill name: job-ok
Repository: GresonKwan/JobOK
License: MIT
Repo updated: 18 June 2026

FAQ

What does the Job Ok skill do?

How do I install the Job Ok skill?

skills CLI (Claude Code, Cursor, Codex and more): npx skills add GresonKwan/JobOK --skill job-ok. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.

Is Job Ok popular?

It lives in GresonKwan/JobOK, which has 431 GitHub stars and 6 forks.

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