{"slug":"wanyichen06-llminternskill","name":"LLMInternSkill","description":"An evidence-bound Codex skill for LLM internship resume polishing, JD tailoring, interview grilling, and project scouting.","long_description":"
\n\n# LLMInternSkill / LLM Intern Skill\n\n[English](README_EN.md) | **简体中文**\n\n**大模型实习简历与求职工具箱：LLM internship resume polish, JD tailoring, RAG / Agent / Post-training 项目包装、面试拷打、开源项目补强。**\n\n一个面向大模型实习、AI 求职和 Codex Skill 工作流的 evidence-bound resume toolkit：不只是把简历写好听，而是让每一行都能扛住面试追问。\n\nKeywords: LLM internship resume, 大模型实习简历, Codex Skill, resume polish, JD tailoring, interview prep, RAG, Agent, post-training, pretraining, search ranking, AIGC, multimodal.\n\n
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\n\n![Type](https://img.shields.io/badge/type-Codex%20Skill-111827)\n![License](https://img.shields.io/badge/license-MIT-blue)\n![Focus](https://img.shields.io/badge/focus-LLM%20Internship-4f46e5)\n![Method](https://img.shields.io/badge/method-evidence--bound-f59e0b)\n![Language](https://img.shields.io/badge/language-ZH%20%2B%20EN-10b981)\n![Status](https://img.shields.io/badge/status-final%20MVP-ec4899)\n![GitHub Repo stars](https://img.shields.io/github/stars/couragec/llm-intern-skill?style=flat&label=stars)\n\n[30 秒看懂](#30-秒看懂) · [快速开始](#快速开始) · [Seed 示例](#旗舰示例豆包-seed-搜索排序) · [功能地图](#功能地图) · [Star History](#star-history) · [参考](#参考)\n\n
\n\n---\n\n## 30 秒看懂\n\n| 你给它什么 | 它帮你做什么 |\n| --- | --- |\n| 一份原始简历 | 📝 润色成更清楚、更技术、更像实习候选人的表达 |\n| 一个目标 JD | 🎯 判断匹配度，重排经历，生成定制版简历 |\n| 一个材料文件夹 | 🔍 审计代码、项目素材、论文笔记、日志、截图和奖项 |\n| 一堆单薄项目 | 🧪 包装成真实、可讲、能补证据的项目故事 |\n| 一份担心被问穿的简历 | 🎤 生成面试官式追问、危险回答、及格回答、强回答 |\n| 证据不足 | 🌱 推荐开源项目学习、复现、改造，形成新证据 |\n| 最终要投递 | 📄 用 Bill Ryan LaTeX 模板生成 PDF-ready 简历草稿 |\n\n核心判断：\n\n```text\n可以写 / 谨慎写 / 补证据后写 / 不能写 / 无法判断\n```\n\n核心产出：\n\n```text\nraw resume + materials/ + target_jd.txt\n-> 简历润色\n-> JD 匹配\n-> 真实性边界\n-> Evidence Contract\n-> 定制简历\n-> 面试拷打\n-> 回答卡\n-> 补证据计划\n-> Project Scout\n-> LaTeX 简历草稿\n```\n\n---\n\n## 一眼 Before / After\n\n\n \n \n \n \n \n \n \n \n
原始简历安全润色版为什么这样写
熟悉大模型与 RAG，优化搜索效果。围绕搜索相关性场景整理 query-doc 样例与长尾查询 bad case，分析歧义查询、时效性不足和低权威 DOC 对检索结果的影响。没有指标时不写“优化效果”；先把真实证据写成问题分析能力。","skill_slug":"wanyichen06-llminternskill","task":"Use LLMInternSkill in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/wanyichen06-llminternskill","api":"https://www.openagentskill.com/api/agent/skills/wanyichen06-llminternskill","audit":"https://www.openagentskill.com/skills/wanyichen06-llminternskill/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=wanyichen06-llminternskill&task=Use%20LLMInternSkill%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20LLMInternSkill%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20LLMInternSkill%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/wanyichen06-llminternskill/install","manifest":"https://www.openagentskill.com/api/registry/manifest/wanyichen06-llminternskill"}},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"wanyichen06-llminternskill","name":"LLMInternSkill","description":"An evidence-bound Codex skill for LLM internship resume polishing, JD tailoring, interview grilling, and project scouting.","category":"productivity","url":"https://www.openagentskill.com/skills/wanyichen06-llminternskill","repository":"https://github.com/wanyichen06/LLMInternSkill","github_repo":"wanyichen06/LLMInternSkill"},"suited_tasks":["RAG and knowledge workflows","Claude Code teams","builders willing to evaluate younger projects","Chunk documents","Create embeddings","Retrieve and cite relevant passages","Read uploaded files","Extract structured fields"],"suited_agents":["Markdown","Codex","Claude Code","Cursor","OpenAgentSkill CLI","OpenAI Agents","CLI"],"install":{"command":"npx skills add wanyichen06/LLMInternSkill","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add wanyichen06/LLMInternSkill"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"LLMInternSkill\" agent skill from https://github.com/wanyichen06/LLMInternSkill. 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