Get Job
agentenatalie/get-job.skill
实习.skill / get-job.skill：从岗位调研、简历改写到分轮次面试准备的全流程求职 skill。适合找工作、投实习、校招、秋招、春招、暑期实习、社招、跳槽、转行、跨专业求职、留学生求职，以及产品经理、运营、市场、咨询、AI 产品、AI Coding、数据分析、技术岗等目标岗位准备。
Score how well a CV covers a job ad, requirement by requirement, and say honestly what to do about each gap.
Install Jd Gap Score
$ npx skills add mohitagw15856/pm-claude-skills --skill jd-gap-score -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install mohitagw15856/pm-claude-skills jd-gap-score --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/mohitagw15856/pm-claude-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/jd-gap-score .claude/skills/jd-gap-score && rm -rf skills-srcUse ~/.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/
Install the "jd-gap-score" agent skill from https://github.com/mohitagw15856/pm-claude-skills/tree/main/skills/jd-gap-score into .claude/skills/jd-gap-score/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jd-gap-score", 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.
$skill-installer install https://github.com/mohitagw15856/pm-claude-skills/tree/main/skills/jd-gap-scoreType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add mohitagw15856/pm-claude-skills --skill jd-gap-score -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install mohitagw15856/pm-claude-skills jd-gap-score --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mohitagw15856/pm-claude-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/jd-gap-score .agents/skills/jd-gap-score && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "jd-gap-score" agent skill from https://github.com/mohitagw15856/pm-claude-skills/tree/main/skills/jd-gap-score into .agents/skills/jd-gap-score/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jd-gap-score", 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 mohitagw15856/pm-claude-skills --skill jd-gap-score -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install mohitagw15856/pm-claude-skills jd-gap-score --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mohitagw15856/pm-claude-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/jd-gap-score .cursor/skills/jd-gap-score && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "jd-gap-score" agent skill from https://github.com/mohitagw15856/pm-claude-skills/tree/main/skills/jd-gap-score into .cursor/skills/jd-gap-score/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jd-gap-score", 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.
$ gemini skills install https://github.com/mohitagw15856/pm-claude-skills.git --path skills/jd-gap-score--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add mohitagw15856/pm-claude-skills --skill jd-gap-score -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install mohitagw15856/pm-claude-skills jd-gap-score --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mohitagw15856/pm-claude-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/jd-gap-score .gemini/skills/jd-gap-score && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "jd-gap-score" agent skill from https://github.com/mohitagw15856/pm-claude-skills/tree/main/skills/jd-gap-score into .gemini/skills/jd-gap-score/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jd-gap-score", 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 mohitagw15856/pm-claude-skills jd-gap-scoreInstalls 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 mohitagw15856/pm-claude-skills --skill jd-gap-score -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/mohitagw15856/pm-claude-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/jd-gap-score .github/skills/jd-gap-score && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "jd-gap-score" agent skill from https://github.com/mohitagw15856/pm-claude-skills/tree/main/skills/jd-gap-score into .github/skills/jd-gap-score/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jd-gap-score", 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 mohitagw15856/pm-claude-skills --skill jd-gap-score -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install mohitagw15856/pm-claude-skills jd-gap-score --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mohitagw15856/pm-claude-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/jd-gap-score .opencode/skills/jd-gap-score && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "jd-gap-score" agent skill from https://github.com/mohitagw15856/pm-claude-skills/tree/main/skills/jd-gap-score into .opencode/skills/jd-gap-score/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jd-gap-score", 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
jd-gap-score- GitHub stars
- 1.4k
- Token cost
- ~1.1k tokens
- SKILL.md length
- 556 words
- Files
- 2 (incl. scripts)
- Skills in repo
- 1,348
- Repo updated
- First seen
- Licence
- MIT
At a glance
Score how well a CV covers a job ad, requirement by requirement, and say honestly what to do about each gap.
- Works in 5 steps: Extract requirements. One per line. Mark… → Find evidence. For each, quote the CV… → Score. Must-haves weigh 2, nice-to-haves… → …
- Asked how well do I match this job
- SKILL.md covers What This Skill Produces, Required Inputs, Framework and Programmatic Helper, plus 4 more sections
- Runs Python scripts from its folder; calls python3
What it does
Jd Gap Score is an agent skill from mohitagw15856/pm-claude-skills. Score how well a CV covers a job ad, requirement by requirement, and say honestly what to do about each gap. Use when asked how well do I match this job, score my CV against this job description, what am I missing for this role, or should I apply. Produces a requirement table marked covered, partly covered or missing with the evidence, a fit score with its method shown, and for each gap a truthful framing, a quick way to close it, or advice not to claim it.
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including scripts (for example `scripts/jd_gap.py`).
It sits in Business, Finance & HR, covering Recruiting and HR. The repository describes itself as: 1255 professional Agent Skills for Claude, ChatGPT, Gemini, Cursor & Codex — PRDs, postmortems, leases, medical bills, layoffs, go-bags, new countries. Plain markdown, MIT, in… The licence is MIT.
When your agent uses it
- Asked how well do I match this job
- Score my CV against this job description
- What am I missing for this role
Example prompts
- “/jd-gap-score”
Requirements
- Python 3
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Extract requirements. One per line. Mark must-have (required, essential, minimum) or nice-to-have (preferred, bonus, desirable). If the ad…
- Find evidence. For each, quote the CV line that shows it. Rate it
- Score. Must-haves weigh 2, nice-to-haves weigh 1. Fit = weighted points ÷ weighted maximum, as a percentage. Show the sum.
- Plan each gap.
- Verdict. Over 75% with all must-haves at least partly covered: apply. 50% to 75%: apply with the framings. Under 50% or a missing…
What it can do on your machine
Read from SKILL.md and the folder at commit 1cbf1f0. 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 1 file in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python3
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
Jd Gap Score loads about 1.1k tokens when it runs. Until then it costs about 119 tokens; SKILL.md has 556 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 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
The full file from mohitagw15856/pm-claude-skills at commit 1cbf1f0, republished under its MIT licence (© mohitagw15856). 556 words, ~1,052 tokens.
Download SKILL.mdSave it as
.claude/skills/jd-gap-score/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- jd-gap-score
- description
- Score how well a CV covers a job ad, requirement by requirement, and say honestly what to do about each gap. Use when asked how well do I match this job, score my CV against this job description, what am I missing for this role, or should I apply. Produces a requirement table marked covered, partly covered or missing with the evidence, a fit score with its method shown, and for each gap a truthful framing, a quick way to close it, or advice not to claim it.
- version
- 1.0.0
JD Gap Score
A match score is only useful if it shows its working. This skill reads the job ad, separates must-haves from nice-to-haves, finds the evidence for each in the CV, and scores the fit in a way the person can check line by line. Then it says what to do about each gap, including when the honest answer is "do not claim this".
Part of the pm-cv bundle. Complements jd-decoder, which explains what a job ad really means.
What This Skill Produces
- A requirement table: each requirement, must or nice, covered, partly covered or missing, and the CV line that proves it
- A fit score with the method shown
- A gap plan: for each gap, a truthful framing, a way to close it, or "do not claim"
- An apply verdict: apply, apply with a framing, or a stretch worth a referral
Required Inputs
Ask for these if not provided:
- The job ad, in full
- The CV or a
career-inventoryfile
Framework
- Extract requirements. One per line. Mark must-have (required, essential, minimum) or nice-to-have (preferred, bonus, desirable). If the ad does not say, a requirement in the first list is a must-have.
- Find evidence. For each, quote the CV line that shows it. Rate it:
- Covered (1.0): direct evidence, same thing
- Partly covered (0.5): adjacent experience a reasonable reader would accept
- Missing (0): nothing, or only a keyword with no evidence behind it
- Score. Must-haves weigh 2, nice-to-haves weigh 1. Fit = weighted points ÷ weighted maximum, as a percentage. Show the sum.
- Plan each gap.
- Truthful framing when adjacent experience exists ("led migration to a similar platform")
- Close it fast when a course, certificate or small project would do it in weeks
- Do not claim when there is nothing. Say so plainly.
- Verdict. Over 75% with all must-haves at least partly covered: apply. 50% to 75%: apply with the framings. Under 50% or a missing must-have: a stretch; a referral matters more than the CV.
Show full SKILL.md (226 more words)Show less
Programmatic Helper
python3 skills/jd-gap-score/scripts/jd_gap.py --jd job.txt --cv cv.txt
python3 skills/jd-gap-score/scripts/jd_gap.py --jd job.txt --cv cv.txt --jsonA rough first pass: it pulls bullet lines from the job ad and counts how many of each line's meaningful words appear in the CV. It is a keyword check, not a judgement. Use it to find lines to look at, then rate evidence by reading. Standard library only.
Output Format
Gap score: [role], [company]
1. Requirements | # | Requirement | Must / nice | Status | Evidence from the CV | 2. Score: [points] of [maximum] = [percentage], with the sum written out 3. Gap plan | Requirement | Action: framing / close it / do not claim | Detail | 4. Verdict: [apply / apply with framing / stretch] and the one-sentence reason
Quality Checks
- Every requirement in the ad appears in the table
- Every "covered" or "partly covered" quotes a CV line
- The score's arithmetic is shown and correct
- At least one gap is marked "do not claim" if nothing supports it
- The verdict follows the stated thresholds
Anti-Patterns
- A score without working. A number nobody can check is decoration.
- Counting keywords as evidence. "Kubernetes" in a skills list with no project behind it is missing.
- Encouraging false claims to raise the score.
- Discouraging by default. Many people meet 60% and get hired. Say when to apply anyway.
Example Trigger Phrases
- "How well does my CV match this job?"
- "Score my CV against this job description."
- "What am I missing for this role? Should I apply?"
- "帮我看看我的简历和这个岗位要求的匹配度。"
© mohitagw15856, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file (scripts) in skills/jd-gap-score of mohitagw15856/pm-claude-skills.
- SKILL.md
- scripts/jd_gap.py
Open the folder on GitHubat commit 1cbf1f0
Compare with similar skills
Jd Gap Score 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 |
|---|---|---|---|---|---|---|
| Jd Gap Score this skillmohitagw15856/pm-claude-skills | 1.4k | — | ~1.1k | Automated safety check: Pass | MIT | |
| Get Jobagentenatalie/get-job.skill | 632 | — | ~1.7k | Automated safety check: Pass | CC-BY-NC-ND-4.0 | |
| Resume Reviewerweeelin98/ResumeDom | 173 | — | ~2.4k | Automated safety check: Pass | None | |
| Build Resume Portfolio Sitetao943/build-resume-portfolio-site | 195 | — | ~5.8k | Automated safety check: Pass | None | |
| Cyber Resume Reviewermubix/cyber-resume-reviewer-skill | 184 | — | ~2.9k | Automated safety check: Pass | MIT | |
| Repo To Resume TailorSsabby1/repo-to-resume-tailor | 127 | — | ~1.8k | Automated safety check: Pass | MIT |
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Related
Categories
Questions about Jd Gap Score
What does Jd Gap Score do?
Score how well a CV covers a job ad, requirement by requirement, and say honestly what to do about each gap. Jd Gap Score is an agent skill from mohitagw15856/pm-claude-skills. Score how well a CV covers a job ad, requirement by requirement, and say honestly what to do about each gap.
When should I use Jd Gap Score?
Jd Gap Score fits situations like: asked how well do I match this job; score my CV against this job description; what am I missing for this role.
How do I install Jd Gap Score in Claude Code?
Run `npx skills add mohitagw15856/pm-claude-skills --skill jd-gap-score -a claude-code`. Or copy the skill folder (skills/jd-gap-score in mohitagw15856/pm-claude-skills) into .claude/skills/jd-gap-score in your project. Claude Code loads it when a task matches its description.
How do I install Jd Gap Score in Codex?
Run `npx skills add mohitagw15856/pm-claude-skills --skill jd-gap-score -a codex`. Or copy the skill folder (skills/jd-gap-score in mohitagw15856/pm-claude-skills) into .agents/skills/jd-gap-score in your project. Codex loads it when a task matches its description.
Can I use Jd Gap Score 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 mohitagw15856/pm-claude-skills --skill jd-gap-score -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/jd-gap-score, .gemini/skills/jd-gap-score, .github/skills/jd-gap-score and .opencode/skills/jd-gap-score in your project.
What does Jd Gap Score need to run?
Going by SKILL.md and its folder, Jd Gap Score needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.
Does Jd Gap Score 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 Jd Gap Score 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 Jd Gap Score use?
Jd Gap Score is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Jd Gap Score use?
About 1.1k tokens (SKILL.md is roughly 4.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Jd Gap Score?
Skills that share tags, products or a category with Jd Gap Score: Get Job (agentenatalie/get-job.skill, 632 stars), Resume Reviewer (weeelin98/ResumeDom, 173 stars), Build Resume Portfolio Site (tao943/build-resume-portfolio-site, 195 stars) and Cyber Resume Reviewer (mubix/cyber-resume-reviewer-skill, 184 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Jd Gap Score?
mohitagw15856 (a GitHub user) maintains it in mohitagw15856/pm-claude-skills, which has 1,434 GitHub stars. The repository holds 1,348 skills in this directory. The repository was last updated on October 9, 2026.
Source: mohitagw15856/pm-claude-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.