Agent skill

Resume Diagnosis

by infometa in infometa/workbuddyskills

用于诊断、评审或评分整份简历。当用户要求「诊断简历」「简历有什么问题」「看看简历哪里要改」「简历打分」「评审简历」「resume review」,或上传 PDF/DOCX 并要求分析问题、给出评分或修改建议时触发。输出 3 类诊断(NODATA / NOFILL / DESCRIPTIONSUGGEST)和 6 维评分(简历完整度 / 经历描述 / 学习能力 / 专业能力 / 创新领导力 /…

No licenceAuto-check passedDocuments & Office

Install Resume Diagnosis

skills CLI
$ npx skills add infometa/workbuddyskills --skill resume-diagnosis -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install infometa/workbuddyskills resume-diagnosis --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/infometa/workbuddyskills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/connectors/gaodun-job/skills/resume-diagnosis .claude/skills/resume-diagnosis && rm -rf skills-src

Use ~/.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/

Facts

Skill name
resume-diagnosis
GitHub stars
348
Token cost
~2k tokens
SKILL.md length
357 words
Files
17 (incl. scripts, references, assets)
Skills in repo
218
Repo updated
First seen
Licence
None found

At a glance

用于诊断、评审或评分整份简历。当用户要求「诊断简历」「简历有什么问题」「看看简历哪里要改」「简历打分」「评审简历」「resume review」,或上传 PDF/DOCX 并要求分析问题、给出评分或修改建议时触发。输出 3 类诊断(NODATA / NOFILL / DESCRIPTIONSUGGEST)和 6 维评分(简历完整度 / 经历描述 / 学习能力 / 专业能力 / 创新领导力 /…

  • Works in 4 steps: :确定 resumeType(不询问、不打断,从简历内容推断) → :解析(AI 读取 + prepare + 模型填值 +… → :单次批量 LLM 推理(诊断 + 评分) → …
  • Tasks that involve Word documents
  • SKILL.md covers Overview, 触发场景(When to use this skill), 工作流(Workflow) and 交付纪律(模型执行), plus 2 more sections
  • Runs Python scripts from its folder; calls python

What it does

Resume Diagnosis is an agent skill from infometa/workbuddyskills. 用于诊断、评审或评分整份简历。当用户要求「诊断简历」「简历有什么问题」「看看简历哪里要改」「简历打分」「评审简历」「resume review」,或上传 PDF/DOCX 并要求分析问题、给出评分或修改建议时触发。输出 3 类诊断(NODATA / NOFILL / DESCRIPTIONSUGGEST)和 6 维评分(简历完整度 / 经历描述 / 学习能力 / 专业能力 / 创新领导力 / 职场能力),诊断与评分规则及配置见 references/,全程由确定性脚本 + 一次批量 LLM 推理完成。仅诊断、评分和提出建议,不直接重写整份简历或生成优化版;用户明确要求改写、润色、优化内容或生成新版简历时,改用 resume-ai-help。

Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 19 other files, including scripts, reference files and assets (for example `references/analysis-resume-rules.md`, `references/diagnose-output-template.md` and `references/diagnose-prompts.json`).

It sits in Documents & Office, covering Word documents. It works with Microsoft Word. The repository describes itself as: WorkBuddy skills / connectors / experts archive for offline study.

When your agent uses it

  • Tasks that involve Word documents

Example prompts

  • “/resume-diagnosis”

Requirements

  • Python 3

Workflow steps

4 steps, taken from the step headings in SKILL.md.

  1. :确定 resumeType(不询问、不打断,从简历内容推断)
  2. :解析(AI 读取 + prepare + 模型填值 + 确定性结算)——脚本强制,禁止手算
  3. :单次批量 LLM 推理(诊断 + 评分)
  4. :报告装配 + HTML 交付(一条 Bash 调用)

What it can do on your machine

Read from SKILL.md and the folder at commit 91b77ea. 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 4 files in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python

    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

Resume Diagnosis loads about 2k tokens when it runs, and up to ~30k if it reads all its reference files. Until then it costs about 87 tokens; SKILL.md has 357 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~87
When it runs · the whole SKILL.md, loaded when a task matches
~2k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~30k

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 357 words (~1,966 tokens).

name
resume-diagnosis
display_name
简历诊断
display_name_en
Resume Diagnosis
description_zh
用于诊断、评审或评分整份简历。当用户要求「诊断简历」「简历有什么问题」「看看简历哪里要改」「简历打分」「评审简历」,或上传 PDF/DOCX 并要求分析问题、给出评分或修改建议时触发。输出 3 类诊断(NO_DATA / NO_FILL / DESCRIPTION_SUGGEST)和 6 维评分(简历完整度 /…
description_en
Use when the user asks to diagnose, review, evaluate, or score a complete resume, including requests such as "resume diagnosis", "what is wrong with my…
category
15-Education
version
2.0.2
author
niemingjie

Read the full SKILL.md on GitHub

Files

SKILL.md and 16 other files (scripts, references, assets) in connectors/gaodun-job/skills/resume-diagnosis of infometa/workbuddyskills.

  • SKILL.md
  • assets/diagnose-report-template.html
  • references/analysis-resume-rules.md
  • references/diagnose-output-template.md
  • references/diagnose-prompts.json
  • references/diagnose-prompts.md
  • references/diagnosis-categories.md
  • references/resume-module-config.json
  • references/resume-schema.md
  • references/resume-score-config.json
  • references/resume-score-prompt.txt
  • references/scoring-rubric.md
  • references/troubleshooting.md
  • scripts/extract_doc_text.py
  • scripts/extract_spire.py
  • scripts/orchestrate.py
  • scripts/resume_pipeline.py

Open the folder on GitHubat commit 91b77ea

Compare with similar skills

Resume Diagnosis 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.

Resume Diagnosis compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Resume Diagnosis this skillinfometa/workbuddyskills348—~2kAutomated safety check: PassNone
MarkitdownImCa0/just-laws78114 repos~3.2kAutomated safety check: NotesMIT
DOCXrvdbreemen/OTGW-firmware20733 repos~4.3kAutomated safety check: PassProprietary
Word Document Reader and WriterHKUDS/DeepTutor41k—~2.5kAutomated safety check: PassApache-2.0
Gzh Designisjiamu/gzh-design-skill4k—~2.2kAutomated safety check: PassAGPL-3.0
GenOffice Document CLIgenspark-ai/genoffice9.2k—~19kAutomated safety check: PassApache-2.0

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Works with

Questions about Resume Diagnosis

What does Resume Diagnosis do?

用于诊断、评审或评分整份简历。当用户要求「诊断简历」「简历有什么问题」「看看简历哪里要改」「简历打分」「评审简历」「resume review」,或上传 PDF/DOCX 并要求分析问题、给出评分或修改建议时触发。输出 3 类诊断(NODATA / NOFILL / DESCRIPTIONSUGGEST)和 6 维评分(简历完整度 / 经历描述 / 学习能力 / 专业能力 / 创新领导力 /…. Resume Diagnosis is an agent skill from infometa/workbuddyskills.

When should I use Resume Diagnosis?

Resume Diagnosis fits situations like: tasks that involve Word documents.

How do I install Resume Diagnosis in Claude Code?

Run `npx skills add infometa/workbuddyskills --skill resume-diagnosis -a claude-code`. Or copy the skill folder (connectors/gaodun-job/skills/resume-diagnosis in infometa/workbuddyskills) into .claude/skills/resume-diagnosis in your project. Claude Code loads it when a task matches its description.

How do I install Resume Diagnosis in Codex?

Run `npx skills add infometa/workbuddyskills --skill resume-diagnosis -a codex`. Or copy the skill folder (connectors/gaodun-job/skills/resume-diagnosis in infometa/workbuddyskills) into .agents/skills/resume-diagnosis in your project. Codex loads it when a task matches its description.

Can I use Resume Diagnosis 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 resume-diagnosis -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/resume-diagnosis, .gemini/skills/resume-diagnosis, .github/skills/resume-diagnosis and .opencode/skills/resume-diagnosis in your project.

What does Resume Diagnosis need to run?

Going by SKILL.md and its folder, Resume Diagnosis needs Python for the scripts in its folder and the command-line tools its instructions call (python). Our summary lists: Python 3.

Does Resume Diagnosis 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 Resume Diagnosis 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 Resume Diagnosis use?

No licence was found for Resume Diagnosis or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Resume Diagnosis use?

About 2k tokens (SKILL.md is roughly 7.9k 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 28k tokens, read only when the agent opens those files.

What are the alternatives to Resume Diagnosis?

Skills that share tags, products or a category with Resume Diagnosis: Markitdown (ImCa0/just-laws, 781 stars), DOCX (rvdbreemen/OTGW-firmware, 207 stars), Word Document Reader and Writer (HKUDS/DeepTutor, 41k stars) and Gzh Design (isjiamu/gzh-design-skill, 4k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Resume Diagnosis?

infometa (a GitHub user) maintains it in infometa/workbuddyskills, which has 348 GitHub stars. The repository holds 218 skills in this directory. The repository was last updated on October 9, 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.