Home / Use cases / HR & recruiting / Recruiting & job search
294 ways to get recruiting & job search done with Claude Code, Codex, Cursor or Gemini CLI, ranked on usage. Filter by type below.
Use Resume Matcher with no API key, with you doing the AI work. Sets up the app, creates a master resume, tailors it to job descriptions (pasted in chat or saved in jobs/), writes cover letters and…
Resume Mem0 memory capture after it was paused with /mem0:pause.
Builds a complete resume from scratch as Reactive Resume JSON that conforms to the schema and imports at https://rxresu.me. Asks for each missing detail instead of inventing it, then produces valid…
Turns resume duties into truthful impact bullets. Questions the user role by role to dig out achievements, asks for real numbers or honest ranges (never invents them), and writes concise bullets in…
Tailors one resume to one specific job posting. Builds a must-have/nice-to-have requirement table, an evidence map, gap questions instead of invention, a tailored copy (headline, summary, bullet…
中文求职经历提升技能：根据目标岗位把真实经历重组为岗位定位、简历要点、项目亮点和 HR 开场白；当用户输入“/great-resume”“我要酥化”或“简历提升”、要求包装或改写经历、项目，或写 HR 自我介绍时使用。若用户明确要求“阿酥同款”、复刻简历模板或生成对应 HTML/PDF，则交给 /make-resume。
中文可编辑简历制作技能：默认基于 ASu 单栏高密度技术简历模板，根据用户经历制作或复刻可编辑 HTML/PDF；用户也可以指定仓库内其他模板、本地 HTML 或参考截图。用户输入“/make-resume”“我要阿酥同款简历”或要求制作、修改、复刻简历文件时使用；用户要求 LaTeX、`.tex` 或 Overleaf 版本时，在默认 HTML 交付之外附加导出 `.tex` 源文件。
Generates a designed portfolio-resume image from resume content provided in conversation text.
Reverse-engineer what a company is building by scraping their job postings, careers page, LinkedIn Jobs, and engineering blog using TinyFish web agents. Use whenever a user wants to understand a…
Generate a structured interview preparation guide for any company by scraping real candidate
Describe the role and your background, get a concise, compelling cover letter paragraph.
Use this skill to analyze an existing PostgreSQL database and identify which tables should be converted to Timescale/TimescaleDB hypertables.
面向求职者的简历审计与优化 skill。用于：(1) 深度审计简历内容，定位最影响面试通过率的问题 (2) 将职责型表述改写为成果型表述，突出量化结果、业务价值与交付产物 (3) 结合目标岗位 JD 调整关键词、项目重点和职业叙事 (4) 生成修改后的简历草稿与行动清单 (5)…
根据候选人简历与岗位要求生成可审计的后台评估、简明的候选人介绍、按岗位重要性排列的简历疑点、12–18 道可直接照读的面试题，以及支持重点标记和本机保存的离线 HTML。用于招聘方准备结构化面试、核验岗位能力和记录回答。不要用于求职者模拟面试、私人背景调查、心理或人格诊断、从敏感属性推断表现，或自动录用、淘汰、排序候选人。
Cooperatively pause unfinished work in the current session, leave a precise
Generate engaging social media posts to advertise job vacancies for cleaners at a recruitment and manpower agency.
Create personalized, compelling cover letters from resume and job description
Balance visual design with ATS compatibility for creative roles
Create C-suite and VP level resumes emphasizing strategic leadership
Drafts journal-ready cover letters for manuscript submission. Use when preparing a submission package, communicating the manuscript's contributions and journal fit to editors, or tailoring the…
Surface activity data about recent contributors who pass a
Critique one resume version as a document for the role it is aimed at, without a job description. Use when the person asks to review, critique or improve a resume and names no job; comparing a…
Run a resume past a hiring panel of seven Claudes that try to reject it (an automated screen, a hiring manager and five readers who each judge it alone as someone different), then rebuild it with…
Technical recruiting specialist focused on startup hiring, talent pipeline management, and candidate evaluation. Use proactively for hiring decisions, team composition analysis, and talent market…
Job search automation, auto apply, resume builder, application tracking, and recruiter outreach
Read-only WIO subagent for discovering high-value test or workload candidates before implementation. Use during `$wio scan`, `$wio workload`, or the discovery stage of `$wio test`.
Bootstrap a new session to continue working on an existing plan. Reads plan artifacts, builds context, validates prerequisites, and prepares the agent for implementation. Use this skill at the start…
This is an agent skill for coding agents like Claude code to use to tailor your resume, avoiding AI-generated wordings and automatically generate a concise and completely well-formatted resume in…
The operator manual for the job search agent — how it works, why a run came back wrong, and how to change what it does. Use when the user asks how the agent works, what it can do, why the last run…
Run one headless, non-interactive job-search pass that finds and judges new postings and writes a digest. Use to run the scheduled search, check for new jobs, or run a search on demand — run a job…
Set up, check on, and steer the user's job search — the front door and home view. Use when they want to start or set up a job search, see their status, matches, or latest digest, change what they…
Use this skill for any task involving Thai-language or bilingual (TH/EN) resumes and CVs. Trigger whenever the user asks to: write a Thai resume, draft a CV in Thai, build a bilingual Thai-English…
Act as a LinkedIn messaging assistant. You will help craft personalized messages to hiring managers for internship opportunities by using details like company name, manager name, and optional CV and…
A prompt for reviewing resumes in the context of a specific job opening.
Run a goal as a project: you coordinate. Use for "agents <task>", "take this to done", "work on this in parallel", "what are my threads doing", "pick up <slug>", "resume <slug>", "keep going until…
Hiring-manager proxy that researches the company and critiques a drafted CV and cover letter against the posting and the candidate profile. Dispatched by /apply Step 3 with the drafts and posting…
Fetches a batch of scraped postings, runs the integrity gate on each, and scores them against the candidate rubric the orchestrator passes inline. Dispatched by /rank Step 2. Reads and fetches only;…
Use this skill to triage the open PR queue before a release. Classifies every open PR into must-merge, candidate, superseded, or deferred; writes a working triage doc; and runs the merge loop…
Assists with job applications: evaluating job postings, tailoring CVs, writing cover letters,
Turn a Caveman optimization observation into an operator-chosen candidate
Ensure async-path backend code that could block the asyncio event loop is protected by a teeth-verified runtime anchor in tests/blocking_io/. Use when changing backend Python under app/,…
Create new agents in Paperclip with governance-aware hiring. Use when you need
Applies Arbor Hypothesis Tree Refinement to research artifacts with repeatable evaluators, including model training, agent harnesses, data synthesis and benchmark optimization. Uses persistent…
Infers candidate gene regulatory networks from bulk or single-cell expression data using AertsLab Arboreto GRNBoost2 and GENIE3. Use for transcription factor-target association ranking, compatible…
Research technology and advanced-manufacturing investments using Serenity-inspired supply-chain bottleneck analysis. Use for theme scans, company thesis challenges, candidate comparisons, or…
Load relevant OpenViking experience memories via case-linked experience candidates before solving a task.
Periodic architecture survey — walks the module graph and reports ranked deepening candidates (shallow modules, hypothetical seams, logic behind the wrong seam). Survey, not rescue: it finds…
Typeset professional documents with Kami templates: resumes, one-pagers, white papers, letters, portfolios, and slide decks. Use when asked to 做 PDF / 排版 / 简历 / 一页纸 / PPT / slides, or to create a…
Geolocate or chronolocate a photo with tool-verified reasoning (where was this taken / when was it taken / photo geolocation / geo-guessing). Given one or more photos, intake.py does metadata, OCR…
Analyze indexed codebases via graph database (neug) and vector index (zvec). Covers call graphs, dependencies, dead code, hotspots, module coupling, architecture reports, semantic search, impact…
Review code for actionable defects. Correctness is the core; performance and security are optional sub-cases of the same engine. Anchors on agreements between participants across a boundary, forces…
Test a candidate OpenSEO skill end to end by running fresh, isolated Codex sessions against the local backend and scoring the reports they save. Use when editing a product skill (seo-audit,…
How to backfill a newly-added repo or team — the enumerate-then-drain loop, the single-event contract, and resume-safe todo discipline. Load this when handling a *.added seed event with the planner…
Resume the most recent agent session for the current working directory, leading with any unanswered question. Use when the user says "where were we", "resume", "handoff", "pick up where I left off",…
Use Codex (OpenAI's codex app-server) as a full agent provider — planning, tool orchestration, MCP tools, server-side history, session resume — alongside or instead of Claude. ChatGPT subscription…
Use Cursor (local Agent SDK) as a full agent provider — planning, tool orchestration, MCP tools, session resume — alongside or instead of Claude. Cursor-account sign-in or API key, held by the…
Generate extremely simple, cute, personified square character images with rounded heavy forms, two purposeful character colors, one solid background color, and a dominant lower-corner composition.…
AI ethics and responsible AI development specialist. Use when reviewing an AI system for bias, fairness violations, or regulatory compliance gaps; when generating a model card, algorithmic impact…
Use when Codex is already in the finding-discovery phase of a security scan or the user explicitly asks to discover candidate security findings in a repository or code change. Do not use as the…
Use when changing agent model or effort configuration, per-run Pi profile pins, adapter mappings, or eval candidate profiles.