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coinluu/resume-jd-optimizer-cn

JD-driven Chinese resume optimization skill for China job seekers. 解析岗位 JD、诊断简历缺口、生成真实可信的中文定制简历、ATS 纯文本版和面试追问。

Engineering

History

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View on GitHubAdd to my skills

Verified commit 114c85c32dc77bc9ec7315976a21a1f761868664

200GitHub stars
2stars in 7 days
1skill in this repository
0commits in 30 days

Heat

2.4
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Oct 25, 2026Nov 4, 2026200

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Individual skills in this repository

How it works

resume-jd-optimizer-cn

When your agent uses it

基于目标岗位 JD、中文简历和用户确认的真实经历，完成中国大陆求职场景下的 JD 解析、证据映射、缺口诊断、素材追问、定制简历重写、ATS/HR/面试官审查及投递沟通材料生成。用于应届、社招、转行及互联网、AI、产品、运营、销售、技术、数据、设计等岗位；当用户要求针对 JD 优化中文简历、提高匹配度、生成 Boss 直聘或猎头话术、检查面试自洽性时使用。

What it loads into context

Frontmatter

143 tokens

Always available to the agent

SKILL.md

3,082 tokens

When the skill is activated

Reference documents

40,549 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

  1. 目标
  2. 先遵守的硬规则
  3. 适用与不适用
  4. 输入要求
  5. 阶段响应契约
  6. 8 步工作流
  7. 诊断与解析规则
  8. 素材追问规则
  9. 简历重写规则
  10. 三方检查与评分
  11. 多版本策略
  12. 输出格式
  13. 真实性与质量验收

Files

  • .github/ISSUE_TEMPLATE/bug_report.ymlasset1,474 bytes
  • .github/ISSUE_TEMPLATE/feature_request.ymlasset981 bytes
  • .github/ISSUE_TEMPLATE/resume_case.ymlasset1,478 bytes
  • .github/PULL_REQUEST_TEMPLATE.mddoc745 bytes
  • .github/workflows/markdown-lint.ymlasset432 bytes
  • .gitignoreasset63 bytes
  • .markdownlint-cli2.jsoncasset151 bytes
  • CHANGELOG.mddoc676 bytes
  • CODE_OF_CONDUCT.mddoc1,062 bytes
  • CONTRIBUTING.mddoc2,018 bytes
  • FAQ.mddoc2,625 bytes
  • LICENSEasset1,064 bytes
  • README.en.mddoc2,621 bytes
  • README.mddoc12,616 bytes
  • RELEASE_NOTES.mddoc4,458 bytes
  • ROADMAP.mddoc1,252 bytes
  • SECURITY.mddoc1,091 bytes
  • SKILL.mdcore11,297 bytes
  • agents/openai.yamlasset282 bytes
  • assets/demo-before-after.mddoc3,622 bytes
  • assets/demo-before-after.svgasset4,989 bytes
  • assets/screenshot-script.mddoc4,355 bytes
  • docs/chinese_job_market_context.mddoc1,891 bytes
  • docs/examples.mddoc3,660 bytes
  • docs/installation.mddoc14,096 bytes
  • docs/metric_dictionary.mddoc3,052 bytes
  • docs/privacy-and-truthfulness.mddoc1,949 bytes
  • docs/quickstart.mddoc8,064 bytes
  • docs/resume_truthfulness_policy.mddoc2,944 bytes
  • docs/role_taxonomy.mddoc11,074 bytes
  • docs/star-us.mddoc739 bytes
  • docs/use-cases.mddoc1,848 bytes
  • docs/workflow.mddoc4,417 bytes
  • examples/demo_ai_product_transition.mddoc5,479 bytes
  • examples/demo_data_analyst.mddoc4,833 bytes
  • examples/demo_product_manager.mddoc5,397 bytes
  • examples/sample_final_report.mddoc1,222 bytes
  • examples/sample_jd_ai_product_manager.mddoc449 bytes
  • examples/sample_jd_data_analyst.mddoc394 bytes
  • examples/sample_jd_product_manager.mddoc464 bytes
  • examples/sample_resume_ai_product_manager_after.mddoc1,061 bytes
  • examples/sample_resume_ai_product_manager_before.mddoc634 bytes
  • examples/sample_resume_data_analyst_after.mddoc892 bytes
  • examples/sample_resume_data_analyst_before.mddoc578 bytes
  • examples/sample_resume_product_manager_after.mddoc1,012 bytes
  • examples/sample_resume_product_manager_before.mddoc758 bytes
  • prompts/ats_checker.mddoc1,345 bytes
  • prompts/experience_interviewer.mddoc1,665 bytes
  • prompts/final_report_generator.mddoc890 bytes
  • prompts/gap_analyzer.mddoc1,612 bytes
  • prompts/hr_reviewer.mddoc878 bytes
  • prompts/interview_question_generator.mddoc1,226 bytes
  • prompts/jd_parser.mddoc955 bytes
  • prompts/resume_parser.mddoc1,774 bytes
  • prompts/resume_rewriter.mddoc2,723 bytes
  • prompts/risk_checker.mddoc1,134 bytes
  • rubrics/ats_score.mddoc736 bytes
  • rubrics/credibility_score.mddoc602 bytes
  • rubrics/hr_score.mddoc795 bytes
  • rubrics/interview_readiness_score.mddoc586 bytes
  • rubrics/jd_match_score.mddoc1,320 bytes
  • templates/ats_plain_text_resume_template.mddoc1,040 bytes
  • templates/boss_intro_template.mddoc445 bytes
  • templates/headhunter_intro_template.mddoc400 bytes
  • templates/interview_story_template.mddoc365 bytes
  • templates/jd_match_report_template.mddoc851 bytes
  • templates/optimized_resume_template.mddoc751 bytes
  • tests/evaluation_checklist.mddoc3,639 bytes
  • tests/failure_modes.mddoc2,753 bytes
  • tests/test_cases.mddoc7,136 bytes
Read SKILL.md

# 国内求职者简历 JD 优化

## 目标

把目标 JD 的要求映射到用户可验证的真实经历，生成适合中国大陆招聘场景、ATS 可读、HR 易判断、面试可自洽的定制简历。不要只润色语言。

## 先遵守的硬规则

1. 只使用用户简历、用户补充回答和明确标注的合理估算。
2. 不编造学校、公司、岗位、项目、证书、工具、职责、数据或 AI/RAG/Agent 经历。
3. 把信息标记为 `已确认`、`待确认` 或 `模型推断`；只有 `已确认` 可进入最终简历。
4. 信息不足会影响关键结论时，先输出“为了避免编造，我还需要你补充以下信息”，再提出不超过 8 个高价值问题。
5. 不为关键词匹配堆词；关键词必须绑定真实行动或成果。
6. 每条重写经历必须能被面试追问验证。无法讲清的内容必须删除或降级表达。
View the complete source on GitHub

Skills included

  • resume-jd-optimizer-cn

Repository facts

License
MIT
Created
Jun 11, 2026
Last pushed
Jul 21, 2026
Forks
11
Open issues
1
Project activity
Slowing

Before you install

Instructions only

Automated signals, not a guarantee

Checked Nov 7, 2026

Show all 20 signals by file

.gitignore

  • Access to secretsline 1
    [Credential-related source omitted]

README.md

  • Network accessline 7
    [![License: MIT](https://img.shields.io/badge/License-MIT-blue.svg)](LICENSE)
  • Network accessline 8
    [![Skill](https://img.shields.io/badge/AI%20Skill-resume--jd--optimizer--cn-6f42c1)](SKILL.md)
  • Network accessline 9
    [![Language](https://img.shields.io/badge/Language-中文优先-red)](README.en.md)
  • Network accessline 10
    [![Tests](https://img.shields.io/badge/Test%20Cases-10-success)](tests/test_cases.md)
  • Network accessline 11
    [![Failure Modes](https://img.shields.io/badge/Failure%20Modes-21-orange)](tests/failure_modes.md)
  • Network accessline 174
    mkdir -p ~/.codex/skills git clone https://github.com/coinluu/resume-jd-optimizer-cn.git \
  • Network accessline 175
    git clone https://github.com/coinluu/resume-jd-optimizer-cn.git \

RELEASE_NOTES.md

  • Network accessline 26
    mkdir -p ~/.codex/skills git clone https://github.com/coinluu/resume-jd-optimizer-cn.git \
  • Network accessline 27
    git clone https://github.com/coinluu/resume-jd-optimizer-cn.git \
  • Network accessline 43
    完整步骤见 [安装与接入指南](https://github.com/coinluu/resume-jd-optimizer-cn/blob/main/docs/installation.md)。
  • Network accessline 67
    完整产品经理、数据分析师和转行 AI 产品经理案例见 [示例文档](https://github.com/coinluu/resume-jd-optimizer-cn/blob/main/docs/examples.md)。
  • Network accessline 68
    [示例文档](https://github.com/coinluu/resume-jd-optimizer-cn/blob/main/docs/examples.md)。
  • Network accessline 79
    详细规则见 [隐私与真实性声明](https://github.com/coinluu/resume-jd-optimizer-cn/blob/main/docs/privacy-and-truthfulness.md)。
  • Network accessline 80
    [隐私与真实性声明](https://github.com/coinluu/resume-jd-optimizer-cn/blob/main/docs/privacy-and-truthfulness.md)。
  • Network accessline 100
    完整计划见 [Roadmap](https://github.com/coinluu/resume-jd-optimizer-cn/blob/main/ROADMAP.md)。

assets/demo-before-after.svg

  • Network accessline 1
    <svg xmlns="http://www.w3.org/2000/svg" width="1200" height="680" viewBox="0 0 1200 680" role="img" aria-labelledby="title desc">

docs/installation.md

  • Network accessline 46
    git clone https://github.com/coinluu/resume-jd-optimizer-cn.git
  • Network accessline 181
    mkdir -p ~/.codex/skills git clone https://github.com/coinluu/resume-jd-optimizer-cn.git \
  • Network accessline 182
    git clone https://github.com/coinluu/resume-jd-optimizer-cn.git \

How the signals fit together

Facts from a static read of the files at the pinned commit. They describe what the code does, not why.

Some files could not be read; the facts below still hold.

Signal confidence: 18 facts

Works with

Agent compatibility, from the files in this repository
AgentStatusEvidenceInstall to
Claude CodeCompatibleStandard SKILL.md SKILL.md.claude/skills/<skill-name>/
CodexCompatibleStandard SKILL.md SKILL.md.agents/skills/<skill-name>/
CursorCompatibleStandard SKILL.md SKILL.md.cursor/skills/<skill-name>/
Gemini CLICompatibleStandard SKILL.md SKILL.md.gemini/skills/<skill-name>/
GitHub CopilotCompatibleStandard SKILL.md SKILL.md.github/skills/<skill-name>/
OpenCodeCompatibleStandard SKILL.md SKILL.md.opencode/skills/<skill-name>/
  • Native The repository ships a manifest, folder or frontmatter field for this agent.
  • Compatible A standard SKILL.md that this agent can read.
  • Unknown No evidence either way.

Derived automatically from paths, manifests and frontmatter. Not tested on each agent.

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