HR & recruiting
1,123 rows from 388 repositories
Hiring, onboarding and the people function.
What HR & recruiting skills agree on
374 skill files read, by 356 of the 357 authors on this shelf whose files we hold, 2026-08-07
The middle one of the 374 measured here is ~1.6k tokens long, counted with cl100k_base
Counted by distinct author, so one author publishing three of these counts once. Where a claim sits in fewer files than authors, that is said: a claim held by forty authors across three files is one file people copied, not forty people who agreed. Near-identical wordings are grouped and the other wordings are shown, so the grouping is yours to check.
What they tell the agent to do
- Quantify achievements with specific metrics14 of 356 in 6 filesalso worded as quantify achievements using metrics; Quantify every achievement
- Keep the resume under two pages14 of 356 in 6 filesalso worded as limit resume length to two pages; limit the resume to two pages
- Request the full job description if not provided12 of 356 in 4 files
- Extract keywords and prioritize job requirements12 of 356 in 4 filesalso worded as extract keywords from the job description; extract requirements and keywords from the job posting
- Stop and ask for clarification if required inputs are missing12 of 356 in 5 filesalso worded as Stop and request missing inputs without assuming facts; Stop and ask for missing inputs or permissions
- Map candidate experience to job requirements11 of 356 in 3 files
- Ask if the user wants adjustments11 of 356 in 3 filesalso worded as Ask the user if they want adjustments or alternative versions; ask if user wants adjustments
- Ask for missing inputs before starting10 of 356 in 9 filesalso worded as ask for missing required inputs before generating; ask only for missing inputs
- Start each bullet with a verb9 of 356also worded as start every experience bullet with a strong verb; start every bullet with an action verb
- Provide strengths and gap analysis after the resume10 of 356 in 2 files
- Request candidate background details if not provided10 of 356 in 2 files
- Format experience bullets as action verb plus result10 of 356 in 2 files
- Ask up to three targeted questions before proceeding9 of 356 in 2 filesalso worded as ask the interviewer three to five targeted questions
- Separate must-have from nice-to-have qualifications8 of 356 in 7 filesalso worded as separate must-haves from nice-to-haves; Separate required skills from nice-to-haves
- Use standard section headings7 of 356also worded as Use standard section headers; Use standard section headings only
What they tell it not to do
- Do not fabricate experience27 of 356 in 18 filesalso worded as do not fabricate experience; do not fabricate data or experience
- Do not use first-person pronouns17 of 356 in 9 filesalso worded as Do not use first-person pronouns; use first person voice
- Do not include photos or birth dates or gender13 of 356 in 6 filesalso worded as do not include photos or birth dates or gender; do not include personal demographic information
- Do not include references12 of 356 in 4 filesalso worded as do not include references; Include references
- Do not provide legal advice10 of 356 in 3 filesalso worded as do not provide legal or accounting advice
- Do not use em dashes8 of 356also worded as do not use currency symbols or em dashes; never use em or en dashes
- Never invent education, experience, metrics, publications, or awards7 of 356also worded as do not invent achievements or metrics; do not invent metrics, tools, or outcomes
- Do not use tables, columns, text boxes, headers, footers, or graphics7 of 356also worded as do not use tables or graphics; never use tables columns headers footers graphics or icons
- Do not use tables or columns in the resume6 of 356 in 5 filesalso worded as do not use tables columns or text boxes; do not use tables for experience or skills
- Do not fall back to vision if extraction fails5 of 356 in 3 files
What they expect to be installed
- git16 of 356 in 15 files
- python313 of 356
- uv9 of 356 in 6 files
- Glassdoor9 of 356 in 8 files
- curl8 of 356
- WebFetch8 of 356
- pandoc7 of 356
- bash7 of 356
- docx skill7 of 356 in 6 files
- AskUserQuestion6 of 356
What they ask it to produce
- Tailored resume31 of 356 in 22 filesalso worded as Tailored resume ready to copy-paste; tailored resume rebuild
- Gap analysis13 of 356 in 5 files
- Interview preparation tips13 of 356 in 5 filesalso worded as Interview preparation
- Job description13 of 356also worded as job descriptions; complete job description
- Strengths analysis12 of 356 in 4 files
- Cover letter hooks12 of 356 in 4 files
- Cover letter11 of 356also worded as cover letter file; cover letters
- Tailored CV PDF10 of 356also worded as tailored CV; tailored cv file
When HR & recruiting authors say to reach for one
The situations these authors wrote into their own files, counted out of the same 356 authors, with the skills that name each one
- User wants to tailor a resume29 of 356 in 26 files
- Cv tailor
- Job description analyzer
- Jd cv grill
- Resume tailor
- Claude ats cv skill
- Career resume tailor
- and 29 more on this shelf
- User provides a job description26 of 356
- Resume cover letter
- Rp resume screen
- Jd cv grill
- Job intel
- Resume studio
- Jd analyzer
- and 20 more on this shelf
- User asks to write a cover letter14 of 356
- User says resume14 of 356
- Applying for a specific job position13 of 356 in 5 files
- Tailored resume generator
- Resume generator
- Job application assistant
- and 13 more on this shelf
- Optimizing resume for applicant tracking systems12 of 356 in 4 files
- Tailored resume generator
- Resume generator
- Ats resume skill
- and 12 more on this shelf
- Customizing resume for different industries11 of 356 in 3 files
- Tailored resume generator
- Resume generator
- and 12 more on this shelf
- User requests interview preparation11 of 356
- Interview prep
- Open to work
- Job radar
- Interview signal
- Job application assistant
- Career pivot resume
- and 5 more on this shelf
How HR & recruiting skills are built
1,033 skill directories by 346 authors, read from their repositories’ own file trees 2026-08-05
The middle bundle among those shipping files is 3 files, 14.2 KB beside SKILL.md
Counted by distinct author, same as above, so one author publishing forty template copies counts once. SKILL.md itself is not counted as a file, so a single-file skill is one where that file is the whole skill.
The shape
- SKILL.md is the whole skill153 of 346 authors, 652 of 1,033 skills
- files ship beside it193 of 346 authors, 381 of 1,033 skills
- executable scripts ship inside71 of 346 authors, 162 of 1,033 skills
The folders they converge on
- references/122 of 346 authors, 222 of 1,033 skills
- scripts/64 of 346 authors, 158 of 1,033 skills
- agents/28 of 346 authors, 72 of 1,033 skills
- assets/21 of 346 authors, 26 of 1,033 skills
- templates/17 of 346 authors, 31 of 1,033 skills
- evals/15 of 346 authors, 16 of 1,033 skills
amruthpillai/reactive-resume/io.github.amruthpillai/reactive-resume MCP server
40,299★ repoFree open-source resume builder with remote MCP tools for resumes and job applications.
thechandanbhagat/cv-forge/io.github.thechandanbhagat/cv-forge MCP server
29★ repoForge powerful, ATS-friendly CVs tailored to any job - an MCP server for intelligent CV generation
resumx/skills/skills/resume-writing Skill
25★ repoResearch-backed agentic skills for writing resumes.
JobGPT - Job Search Automation & Auto Apply
6figr-com/jobgpt-mcp-server/io.github.6figr-com/jobgpt-mcp-server MCP server
19★ repoJob search automation, auto apply, resume builder, application tracking, and recruiter outreach
mikezhangyl/jd-cv-grill Skill
13★JD CV Grill helps experienced candidates read a job description, recover relevant project evidence, and tailor a truthful bilingual CV/resume for ATS and recruiters. 简历优化 / JD匹配 / 经历挖掘.
Mahashwetha/Job-search-email-system-claude/.claude/skills/fit-check Skill
8★ repoAutomated daily job search pipeline — aggregates company tracking, sends styled HTML email digests, tailors resumes with Gemini AI, drafts LinkedIn outreach messages, and scans remote job APIs for given location. Hot jobs for the given role and many features are made as claude skills too newly.
NoahMustafa/claude-ats-cv-skill Skill
no license8★Claude skill that builds ATS optimised LaTeX CVs with human-sounding, no AI filler, compiles on Overleaf in seconds.
poferraz/career-ops Skill
6★An agent skill for Claude Code, Codex, Gemini CLI, Cursor, and more.
Sidgit11/resume-studio Skill
6★Claude skill that builds a permanent memory of your career and tailors an ATS-safe, evidence-backed resume for every job you apply to. 2-click install.
creativault/skills/creator-scraper-cv Skill
no license6★ repo通用AI助手，为creativault打造的技能包
kyoungbinkim/give-me-job/skills/application-packager Skill
5★ repoAI agent toolkit for Korean job applications, from resume evidence to tailored cover letters and interview prep
rwtibbs/Open-to-work Skill
5★Scans for roles twice a day, scores them, and surfaces a shortlist. Pick the ones worth your time. Come back to complete applications, ready to review and send.
francisco-perez-sorrosal/cv/io.github.francisco-perez-sorrosal/cv MCP server
no license5★ repoAn MCP server that provides access to Francisco Perez-Sorrosal's CV
farhan0167/cv-claw/skills/cv-claw Skill
4★ repoTailor your resume to any job by talking to Claude - ships as a CLI + Claude Skill. Resumes as structured JSON, rendered to print-ready HTML via templates Claude writes.
msdanyg/ats-resume-skill Skill
3★Free Claude Skill that formats & audits resumes so Workday, Greenhouse, Lever & iCIMS parse them correctly — no more blank Company/Dates/Title fields.
SakethKanchi/resume-radar Skill
3★Resume Radar: a Claude skill that audits & optimizes your resume against LLM resume-screening bots (reverse-engineered from HackerRank hiring-agent). Surfaces the open-source signal the screener misses. Honest signals only.
LoreJob/screener/skills/cv-screener Skill
2★ repoA brutally honest, sector-specific CV screener skill for Claude
aaaxy/PrepDojo/skills/prepdojo-applications Skill
no license2★ repo🥋 A daily-practice dojo for Obsidian: log interview prep and job applications with one click, import your LeetCode solves automatically, and see streaks, topic coverage, and resume win-rates in one always-current dashboard. QuickAdd + Claude skills + Dataview, assembled from one TOML file.
Aidress skill find verified resume screening agent
Aidress-ai/aidress-skill-find-verified-resume-screening-agent Skill
2★Find a Verified Resume Screening Agent. Agent discovery, trust verification, and capability routing powered by Aidress — the coordination registry for autonomous AI agents. Use for hr agent discovery, trust verification, and capability routing — via Aidress (https://api.aidress.ai).
Aidress skill find verified candidate sourcing agent
Aidress-ai/aidress-skill-find-verified-candidate-sourcing-agent Skill
2★Find a Verified Candidate Sourcing Agent. Agent discovery, trust verification, and capability routing powered by Aidress — the coordination registry for autonomous AI agents. Use for hr agent discovery, trust verification, and capability routing — via Aidress (https://api.aidress.ai).
adarshnagrikar14/resume-any-chat/.agents/skills/resume-any-chat Skill
2★ repoLocal history viewer and cross-provider continuation workflow for Codex, Claude, and Antigravity and more to come.
LittleDrunkWang/resume-builder-cn Skill
2★Chinese-first, evidence-driven resume-building Agent Skill with job intelligence and traceable matching.
BreakingBitStudio/cv-reviewer-skills/skills/cv-reviewer Skill
2★ repoA collection of agent skills focused on helping you craft a strong CV and land more interviews.
ZiyuAI-creat/resume-builder-skill Skill
2★你的经历不差，差的是写法。AI 简历导师像猎头一样追问你，挖出流水账里埋着的成果，对着心仪的 JD，论证一个真实而更有说服力的你。
gianmadd/cv-forge/skills/cv-profiler Skill
2★ repoBuild a structured Career Profile once, then generate ATS-ready CVs and cover letters tailored to each job — a pair of AI agent skills for Claude Code, with zero fabrication.
coastlight-ai/ai-writing-guardrails/skills/ai-writing-guardrails Skill
1★ repoCatches the ways AI quietly degrades academic writing: literature bias, confirmation bias, language flattening, hallucinated citations. A Claude skill that enforces phase-gated workflows, decision logging, and session transcripts so the process stays honest.
nicholashidalgo/claude-skillforge/career/resume-bullet-editor Skill
1★ reporoeibh/interviewer-kit/.claude/skills/interview-prep Skill
1★ repoA Claude skill for engineering interview prep — personalize interviews for candidates and create reusable interview templates from job descriptions.
vanshaj-pahwa/resulyze-skill Skill
1★A Claude skill that rewrites resumes, cover letters, and LinkedIn bios. Strips AI slop, fixes ATS issues, and makes your job search content sound like a human wrote it.
sobhan-nj/european-medical-cv-analyzer/european-medical-cv-analyzer Skill
no license1★ repoA Claude Skill that reviews physician CVs for European residency & specialist-training applications like a real HR screener
aksheyw/career-command-center-template/skills/apply Skill
1★ repoTemplate for an AI-native job-search workflow built with Claude Code (skills + hooks). Fork and personalize.
ChenxDeng/project-to-resume Skill
1★Claude Code skill：将完成的项目自动总结为简历项目经历，输出两个侧重方向的版本供对比选择 | A Claude Code skill that transforms completed projects into resume-ready bullet points
artificialguybr/resume-ats-linkedin-optimizer Skill
1★AI Agent Skill (Claude Code) to build, tailor & audit a job-winning resume/CV and LinkedIn profile — optimized for ATS parsing (Workday, Greenhouse, Lever, Taleo, iCIMS), recruiter skim-reading, and LinkedIn recruiter search. Zero-fabrication.
cabbagecachekid/neon-jetpack/skills/ai-written-check Skill
1★ repoFree Claude skills that keep AI-assisted writing honest and yours: line edits, AI-tell checks, tone audits, full reviews, UX reviews, journey maps, copyright basics.
landedjobs/ai-job-hunt-os/skills/cold-outreach-writer Skill
1★ repoSix Claude skills that run your AI job hunt: decode JDs, research companies, tailor resumes, write outreach that gets replies, drill interviews, negotiate offers. Salary benchmarks from real AI-native job postings.
zavora-ai/skill-hris-people-operations Skill
no license1★HR operations skill — employees, leave, payroll, org chart via mcp-hris
bydeng01/phd-application-skill/skills/application-materials Skill
1★ repoA field-agnostic AI skill suite that automates PhD application research, outreach, and tracking via a shared, version-controlled knowledge base.
theknoxtech/job-search-apply-skill/job-search-apply Skill
no license1★ repoA Claude Cowork skill that searches for jobs based on your resume, tailors cover letters to each role, and tracks your applications.
kauaim/skills/prompt-injection-guard Skill
no license1★ repoFree, open-source skills for Claude Code and Claude Desktop — starting with a prompt-injection guard for safely ingesting untrusted documents.
warpdotdev/recruiting-sourcing-agent-oss/.warp/skills/molly-calibration Skill
1★ repoMolly — a prompt-driven AI recruiting sourcing agent. Finds candidates via Exa, calibrates with your team's feedback in Slack and Notion, and files them into GEM. Never does outreach.
thada2402/AutoResearchClaw/researchclaw/skills/builtin/domain/cv-classification Skill
1★ repoGenerate research papers autonomously by chatting with OpenClaw, using Python 3.11+, with a self-evolving framework and extensive test coverage.
b1rd33/pdflatex-skill Skill
1★Lean LaTeX skill for Claude Code — 6 templates, 9 references, ~2K token context cost, zero Python dependencies. Invoices, reports, CVs, presentations, academic papers.
0SxD/candidacy-checker-eval Skill
1★Generic two-layer candidacy evaluation framework: Socratic profile-discovery loop with dialectic confidence saturation, plus a flat boolean rubric.
Recruiting contact investigator
Mergemat/recruiting-contact-investigator/skills/recruiting-contact-investigator Skill
no license1★ repoSkill for finding recruiter and hiring-manager contact routes from public vacancy traces
Heedful-ai/taskforge/skills/taskforge Skill
1★ repoTurn PRs into take-home exercises for potential hires. Send zip directly to candidate or use Heedful to give them Claude budget, and learn how they think & use AI instead of just evaluating the solution.
nir211/easy-hire/plugins/cv-triage/skills/cv-triage Skill
1★ repoA Claude Agent / CoWork skill that reads, screens and rates applicant CVs from your inbox
zihengniu9/CVOpenMic/skills/cvopenmic Skill
1★ repo简历开麦｜把经历说成人话，把优势写成证据。面向中文求职者的证据化简历诊断、安全改写与可编辑简历交付技能。
sduhantao-maker/resume-handoff Skill
1★Session-handoff skill for agentic coding assistants — writes a living HANDOFF.md so a fresh agent can continue unfinished work. Checkpoint as you go.
jasperkong1996xx/interview-signal/skills/interview-signal Skill
1★ repoCross-agent interviewing copilot for evidence-driven guides, live probes, and multi-round handoffs
caezium/s6e6-genuine-oof-stacking/skill/kaggle-grind Skill
1★ repo19th/2742 (top 0.7%) Kaggle S6E6 solution — trust CV, ignore the flip-farmed public LB, stack genuine OOFs. Includes the reusable kaggle-grind agent skill.
mambalabsdev/mcp-gtm-hiring-signal-scraper/com.mambabuilt/mcp-gtm-hiring-signal-scraper MCP server
1★ repoDetects GTM hiring activity from company career pages via Greenhouse, Lever, Ashby. Clay-ready.
ChanMeng666/easy-resume/io.github.ChanMeng666/vitex MCP server
1★ repoGenerate tailored, ATS-optimized resume PDFs and cover letters from a job description, over MCP.
pcmarts/recruiter-roles-mcp/io.github.pcmarts/recruiter-roles-mcp MCP server
1★ repoSearch Recruiter Roles: live recruiter jobs, companies, sectors, locations, and market stats.
mishafyi/claudus-maximus/plugins/career-companion/skills/career-companion Skill
no license0★ repoClaude Code plugin marketplace — diagram generation, parallel strategy orchestration, and career companion for frontier tech
ORBWEVA/founder-ops/skills/hiring Skill
no license0★ repoStartup ops skill for Claude Code — legal templates, hiring scorecards, retention playbooks
travcjohnson/claude-skills/skills/resume-claude-session Skill
0★ repoBattle-tested Claude Code agent skills (SKILL.md) — recover lost sessions when claude --resume says 'No conversation found'. From Travis Johnson, Anthropic Claude Ambassador.
dzhibas/engineering-manager-plugin/skills/hiring-interview-workflows Skill
no license0★ repoClaude Code plugin with skills and commands to help daily routine of engineering manager
berkaybuharali/cv-builder Skill
0★Fresh graduate resume optimizer
showlotus/job-prep-skills/fresh-graduate-resume-optimizer Skill
no license0★ repo求职技能集合，助力技术面试与简历优化。
wilson534/editorial-resume Skill
0★Single-page A4 PDF resume skill for Claude Code / Codex — turn your context into a tier-1-tech-grade resume in editorial bilingual style.