Topic · Business, Finance & HR
Best interview preparation skills for Claude Code, Codex and other agents.
- skills
- 133
Interview preparation skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Routes job-search requests to modes for evaluating offers, scanning portals, generating tailored CVs, tracking applications and drafting outreach, starting from a pasted job URL or description. | career-ops-hq/ | 74k | — | ~3.3k | Automated safety check: Pass | MIT | yesterday |
| 2 | 2.Py Comprehensive Python programming reference covering syntax, concurrency, networking, databases, ML/LLM development, and HPC. | crazyguitar/ | 8.2k | — | ~886 | Automated safety check: Pass | MIT | yesterday |
| 3 | Turns a target internship job description into a resume-ready, interview-ready project by finding and auditing GitHub projects and drafting resume bullets and interview Q&A. | LiuMengxuan04/ | 2.1k | — | ~2.3k | Automated safety check: Pass | Unknown | 3 mo ago |
| 4 | Builds a company research brief covering executive quotes, product strategy, transformation efforts and org context, tailored to interview prep, competitor or partnership work. | deanpeters/ | 7.2k | 2 repos | ~3.8k | Automated safety check: Pass | Unknown | 1 mo ago |
| 5 | High-rigor interview coaching skill for job seekers. An agent skill from noamseg/interview-coach-skill. | noamseg/ | 2.3k | — | ~3.7k | Automated safety check: Pass | MIT | 4 mo ago |
| 6 | Generate a long-form Chinese interview-prep cheat sheet on a specific ML/LLM topic — formulas with derivations, from-scratch PyTorch code, comparison tables, and 25 高频面试题 (L1 必会 / L2 进阶 / L3 顶级 lab). | wanshuiyin/ | 574 | 1 repo | ~3.4k | Automated safety check: Notes | MIT | yesterday |
| 7 | Evaluates job postings against your profile, then tailors a LaTeX CV and cover letter and prepares interview answers for the roles you pursue. | MadsLorentzen/ | 45k | — | ~1.2k | Automated safety check: Notes | MIT | 2 days ago |
| 8 | Your personal DSA & LeetCode mentor. An agent skill from karanb192/algo-sensei. | karanb192/ | 284 | — | ~1.7k | Automated safety check: Pass | MIT | 5 days ago |
| 9 | Finds backend or AI agent projects on GitHub that are worth putting on a resume, checks them against local source and writes a Markdown resume package. | lishuangqiang/ | 347 | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | 3 mo ago |
| 10 | A skill your agent uses when polishing, diagnosing, tailoring, or exporting resumes for LLM, RAG, Agent, Agentic RL, post-training, pretraining, AIGC, search/ranking, multimodal, AI backend, or LLM… | wanyichen06/ | 324 | — | ~1.2k | Automated safety check: Pass | MIT | 2 mo ago |
| 11 | Coaches you through pay negotiation after a job offer in five stages, from collecting details to strategy, HR role-play, decision support and follow-up, aimed at tech workers in China. | Ssupercoder/ | 618 | — | ~1.6k | Automated safety check: Pass | MIT | 2 mo ago |
| 12 | Turns internship code repos, project summaries and business documents into resume-ready bullets, JD-matched rankings, and interview-ready STAR material. | Sunanzhe2004/ | 123 | — | ~1.6k | Automated safety check: Pass | Unknown | 2 mo ago |
| 13 | 大厂 AI 模拟面试官。覆盖阿里、腾讯、字节跳动、百度、美团、京东、华为、滴滴、拼多多、Google、Meta、Amazon、Microsoft 等国内外头部互联网/科技公司。用户输入目标公司名、岗位名和 JD 内容,上传简历后,Agent 扮演大厂面试官,结合 JD 要求与简历情况,输出 10 道高质量面试题(含难度、参考答案提示、追问方向),并支持生成「好答案 vs 差答案」对比示例、HR… | jennifer88huang/ | 362 | — | ~3.1k | Automated safety check: Notes | No licence | 2 mo ago |
| 14 | 14.Cpp Comprehensive C/C++ programming reference covering everything from C11-C23 and C++11-C++23, system programming, CUDA GPU computing, debugging tools, Rust interop, and advanced topics. | crazyguitar/ | 290 | — | ~1.8k | Automated safety check: Pass | MIT | 6 days ago |
| 15 | A skill your agent uses when users want to practice or simulate Java, C++, Go, Golang, mixed-stack, or general backend technical interviews, including resume-based and job-description-based… | Hazehacker/ | 204 | — | ~2.3k | Automated safety check: Pass | MIT | 2 mo ago |
| 16 | 16.Yc Apply Prepare, review, and package Y Combinator application answers and founder-video notes using the live form and verified founder facts. | pedronauck/ | 633 | — | ~1.3k | Automated safety check: Pass | No licence | 23 days ago |
| 17 | Builds a personalized Chinese interview prep packet by matching a resume against real interview-experience posts, deduped and ranked by recency. | KunChen1110/ | 248 | — | ~2.6k | Automated safety check: Pass | MIT | 1 mo ago |
| 18 | Plays an interviewer for AI agent developer roles, probing agent loops, tool integration, MCP, RAG, context engineering and multi-agent design through practical scenarios. | Snailclimb/ | 3.3k | — | ~183 | Automated safety check: Pass | AGPL-3.0 | 21 days ago |
| 19 | Build a reusable career-evidence bank, match it to a job description (JD), select the best installed resume skill, and deliver an application-ready resume. | Elowwwen/ | 162 | — | ~2.4k | Automated safety check: Pass | MIT | 8 days ago |
| 20 | 将批量面经或零散面试题逐题去重并分发:Agent/LLM/AI工程题写入 zero2Agent 的 learn-agent-interview,传统后端八股写入相邻 zero2Leetcode 的夏季八股。大批量输入使用 gpt-5.6-luna API 逐篇并发抽题和语义召回,再审查、去重和写答案;不新建面经实录文章。 | ranxi2001/ | 677 | — | ~2.6k | Automated safety check: Pass | MIT | today |
| 21 | 21.LLM Wiki Xây dựng và duy trì knowledge base cá nhân theo pattern LLM Wiki (Karpathy). | mduongvandinh/ | 213 | — | ~4.8k | Automated safety check: Pass | MIT | 5 mo ago |
| 22 | Deep interview a human and compile them into an installable AI agent plugin. | Gerstep/ | 154 | — | ~1.3k | Automated safety check: Notes | No licence | 7 mo ago |
| 23 | A skill your agent uses when creating or reviewing a Skill package for this Career Agent, including its SKILL.md, progressive disclosure, tool workflow, MCP coordination, subagent boundaries… | low-hands/ | 106 | — | ~2.3k | Automated safety check: Pass | MIT | yesterday |
| 24 | Evidence-grounded graduate application workflow protocols for this repository. | Bubble252/ | 123 | — | ~920 | Automated safety check: Notes | MIT | 1 mo ago |
| 25 | 25.Lc Coach FAANG coding-interview coach. An agent skill from yennanliu/CS_basics. | yennanliu/ | 142 | — | ~5k | Automated safety check: Notes | No licence | today |
| 26 | 26.Evaluate Evaluate how well a job posting matches your background. An agent skill from andrew-shwetzer/career-ops-plugin-do-not-fork-currently-updating-v2-. | andrew-shwetzer/ | 501 | — | ~1.9k | Automated safety check: Pass | MIT | 2 mo ago |
| 27 | Generates backend interview questions in the style of an Alibaba interviewer, probing real projects, trade-offs and middleware choices in depth. | Snailclimb/ | 3.3k | — | ~153 | Automated safety check: Pass | AGPL-3.0 | 21 days ago |
| 28 | 针对中文或英文求职场景开展交互式模拟面试、动态追问和循证复盘。用于用户希望练习技术面、项目深挖、行为面、案例面、HR 面或综合面试,要求根据简历和 JD 一次问一道、评估回答、改进表达或生成复盘报告时。具备公司或岗位信息且可联网时,默认主动调研最新官方信息和公开面经以提高问题针对性。 | Chozzc/ | 338 | — | ~483 | Automated safety check: Pass | Apache-2.0 | 28 days ago |
| 29 | Offer 决策官。帮助拿到多个 offer 的求职者做出最优选择:多维度横向对比、 综合评分、薪资谈判话术生成、决策建议。当用户提到以下关键词时触发: offer、选 offer、比较 offer、offer 对比、该选哪个、薪资谈判、谈薪、 帮我选工作、两个 offer 怎么选、offer decision、negotiate salary、 怎么谈工资、要不要接这个… | rebecha1227-a11y/ | 321 | — | ~1.1k | Automated safety check: Pass | No licence | 3 mo ago |
| 30 | 30.Leetcode Py Generates Python LeetCode practice environments and manages a 307-problem catalog with the lcpy CLI. | wislertt/ | 142 | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | today |
| 31 | Generate a long-form Chinese interview-prep cheat sheet on a specific ML/LLM topic — formulas with derivations, from-scratch PyTorch code, comparison tables, and 25 高频面试题 (L1 必会 / L2 进阶 / L3 顶级 lab). | wanshuiyin/ | 17k | 1 repo | ~3.3k | Automated safety check: Notes | MIT | yesterday |
| 32 | Plays a ByteDance backend interviewer who sets algorithm questions first, probes correctness and complexity, then asks how the solution holds up under high concurrency. | Snailclimb/ | 3.3k | — | ~165 | Automated safety check: Pass | AGPL-3.0 | 21 days ago |
| 33 | Conduct one stateful mock-interview operation using an exact application JD and submitted resume. | low-hands/ | 106 | — | ~1.5k | Automated safety check: Pass | MIT | yesterday |
| 34 | A skill your agent uses when the user asks for help with corporate credit due diligence, enterprise credit investigation, pre-loan review, borrower analysis, document collection, management… | aifinlab/ | 254 | — | ~952 | Automated safety check: Pass | Apache-2.0 | 4 mo ago |
| 35 | 求职工具包。把「找岗位 → 签 offer」拆成六个独立子 skill:⓪ Job Hunt 批量发现岗位,① Job Description 解码具体 JD,② Resume 定向简历,③ BQ 准备行为面试,④ Offer Compare 对比多份 offer,⑤ Salary Negotiation 谈 package。任何求职相关请求(找工作、该不该投、改简历、准备面试、选… | yanliudesign/ | 518 | — | ~1.2k | Automated safety check: Pass | MIT | 8 days ago |
| 36 | 36.Research Research a company before applying or interviewing. An agent skill from andrew-shwetzer/career-ops-plugin-do-not-fork-currently-updating-v2-. | andrew-shwetzer/ | 501 | — | ~840 | Automated safety check: Pass | MIT | 2 mo ago |
| 37 | Acts as a Java backend interviewer who asks about Java core, MySQL, Redis, Spring and project work, then probes design trade-offs, failure handling and performance. | Snailclimb/ | 3.3k | — | ~132 | Automated safety check: Pass | AGPL-3.0 | 21 days ago |
| 38 | 38.Job Research Research public company, product-line, business, market, and competitor context for one saved job when the user explicitly requests it. | low-hands/ | 106 | — | ~1.5k | Automated safety check: Pass | MIT | yesterday |
| 39 | An entry-level software engineering interviewer specializing in binary tree data structures. | PrepLabsAI/ | 112 | — | ~2.4k | Automated safety check: Pass | MIT | today |
| 40 | Sets the agent up as a Tencent-style backend interviewer who probes networking and operating-system fundamentals, then ties technology choices to business scenarios. | Snailclimb/ | 3.3k | — | ~143 | Automated safety check: Pass | AGPL-3.0 | 21 days ago |
| 41 | Critique one resume version as a document for the role it is aimed at, without a job description. | low-hands/ | 106 | — | ~872 | Automated safety check: Pass | MIT | yesterday |
| 42 | 帮用户准备面试。基于目标 JD、公司、岗位方向,生成"高频面试题 + 参考回答 + 行为面 / 技术面 / Case 面分类题库",并产出可打印的『面试备战手册』。当用户说"帮我准备面试""明天有面试 / 后天面试""面试题""面经""模拟面试""我要面 X 公司 Y 岗位""帮我准备 STAR 故事""怎么回答这道面试题""自我介绍 / 离职原因 / 优缺点 怎么答",必须触发本… | Ali-Marandi/ | 107 | — | ~735 | Automated safety check: Pass | No licence | 1 mo ago |
| 43 | AI 模拟面试工具。基于用户简历和目标岗位 JD,模拟真实的三轮面试(HR → 业务主管 → 高管), 包含追问、压力面、情景题等真实面试元素,面试结束后生成逐题反馈的完整面试报告。 | rebecha1227-a11y/ | 321 | — | ~714 | Automated safety check: Pass | No licence | 3 mo ago |
| 44 | Acts as a Python backend interviewer, setting practical questions on Python basics, databases, Django and Flask, caching and deployment, with follow-ups on real production work. | Snailclimb/ | 3.3k | — | ~119 | Automated safety check: Pass | AGPL-3.0 | 21 days ago |
| 45 | 모의면접 시뮬레이션 스킬. An agent skill from thesun4sky/jobstack. | thesun4sky/ | 143 | — | ~3k | Automated safety check: Notes | MIT | 1 mo ago |
| 46 | Transforms completed work into STAR interview stories (Situation, Task, Action, Result). | DanielPodolsky/ | 290 | 1 repo | ~1.4k | Automated safety check: Pass | MIT | 3 mo ago |
| 47 | Search recent LeetCode Discuss posts (leetcode.com/discuss/) by keyword — a company, a level, a round — read the ones that describe real interview questions, map each question to an LC number, check… | yennanliu/ | 142 | — | ~2k | Automated safety check: Notes | No licence | today |
| 48 | Structure a spoken PM product-sense answer with assumptions, segmentation, pain-point prioritization, and MVP tradeoffs. | deanpeters/ | 7.2k | — | ~3k | Automated safety check: Pass | Unknown | 1 mo ago |
Questions, answered from the data.
What is the best interview preparation skill?
Career-Ops Job Search Center from career-ops-hq/career-ops ranks first of the 133 interview preparation skills listed here, with the highest score: its repository has 74k GitHub stars, its SKILL.md loads about 3.3k tokens and it passes the automated safety check with no findings. Next come Py and Internship Project Preparation Tool.
Which interview preparation skills are official?
None yet. All 133 interview preparation skills listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.
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