MuleRun Creator Incentives (2025/12)

Incentives
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Hey creators, ready to earn more, faster this December? Here’s how:

  1. Featured Agent Incentive Program

    Successfully publish a “FeaturedAgent” and earn $100 USD bonus payout , plus extra featured placement to boost your visibility to global users.

    Details: MuleRun Creator Incentives (2025/12) - #2 by TinyFox

  2. Call for Showcases: Share How You Built Your Agent — Earn Up to $300

    Details: MuleRun Creator Incentives (2025/12) - #4 by TinyFox

  3. Earned Cash Bonus Program

    MuleRun is offering an additional cash bonus to supercharge your earnings. The more you earn, the bigger your bonus!

    Details: MuleRun Creator Incentives (2025/12) - #3 by Bonnieshanshan

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:bullseye: Featured Agent Incentive Program Successfully publish a “FeaturedAgent” and earn $100 USD bonus payout , plus extra featured placement to boost your visibility to global users.

:date: Campaign Period

  • Start: Dec 1, 2025 00:00 (UTC)
  • End: Dec 31, 2025 24:00 (UTC)
  • Estimated Payout Date: Before Jan 31, 2026 24:00 (UTC)

:money_bag: Reward For each successfully published Featured Agent :

  • $100 USD bonus payout (The bonus will be credited to your MuleRun account, available for your payout)
  • Additional placement exposure across MuleRun homepage, category pages, and more!

Review Method & Scoring:

  • Agents will be scored based on the “Featured Agent ” criteria; total score ≥ 80 points qualifies as “Featured ”
  • MuleRun will provide optimization suggestions to help submitted agent to qualify as Featured Agent – please check your in‑platform messages regularly
  • Scoring dimensions include: completeness of functions, description quality, user experience, innovativeness, and market competitiveness

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:pushpin: Recommended Key Scenario Directions & Suggestions for Featured Agents

Note: Agents in key scenarios will receive additional traffic exposure .

Here are sample directions for inspiration:

  • Marketing Toolkit : industry/market info retrieval, market & consumer insights, paid media optimization, KOL/KOC collaboration, brand marketing planner, high‑quality text/visual/video generation, SEO planning & optimization, automated cross‑platform ad deployment, marketing calendar planning, campaign performance review
  • Content Creation : topic suggestions, text‑to‑script/podcast/video, article/script polishing, audio & video enhancement, video clipping, multi‑language subtitle & dubbing, animated text overlays, visual ratio modification
  • Learning Toolkit : learning plan creation, academic info retrieval, summarizing documents & lectures, visual explanations, note transcription & structuring, mind map creation, flashcards, Q&A, self‑tests, paper polishing, reading coach, listening trainer, writing mentor, speaking tutor
  • Job Search & Hiring : resume builder/enhancer, ATS checker, job match analyzer, JD decoder, interview coach, personalized cover letter, salary negotiation advisor, JD writer, resume screener, candidate‑JD matcher, interview question builder, hiring channel advisor, interview scheduler, candidate manager, compensation benchmarking

Here’s the detailed list:

Scenario Categories Agent Features Agent Description
Marketing Toolkit Information Retrieval Quickly retrieves industry, market, or competitor-related information, supporting both structured and unstructured data queries.
Marketing Toolkit Market & Consumer Insights Analyzes user behavior, market trends, and competitive landscapes using multi-source data to deliver actionable insights.
Marketing Toolkit Paid Media Simulation & Optimization Simulates performance under various bidding strategies and budget allocations based on user-provided data to recommend optimal paid campaign setups.
Marketing Toolkit KOL/KOC Collaboration Strategy Develops effective influencer collaboration strategies based on audience personas and KOL/KOC relevance.
Marketing Toolkit Brand Marketing Planner Offers end-to-end brand marketing planning, from goal setting to strategy formulation.
Marketing Toolkit Text Generation Automatically generates high-quality marketing copy, social media posts, product descriptions, and other textual content.
Marketing Toolkit Visual Content Generation Intelligently creates visual assets such as posters, banners, and infographics aligned with brand tone and campaign needs.
Marketing Toolkit Video Generation Generates short-form videos in one click, including scriptwriting, scene composition, and background music, optimized for multi-platform distribution.
Marketing Toolkit SEO Content Planning, Writing & Optimization Manages SEO content end-to-end: keyword planning, content creation, and on-page optimization to improve organic search rankings.
Marketing Toolkit KOL/KOC Outreach Automates outreach and management of KOL/KOC resources to enhance communication efficiency and partnership conversion.
Marketing Toolkit Automated Ad Deployment Automatically executes cross-platform ad campaigns based on predefined rules and dynamically optimizes for ROI.
Marketing Toolkit Marketing Calendar Planning Visually plans omnichannel marketing calendars to ensure resource alignment and consistent campaign pacing.
Marketing Toolkit Campaign Performance Review Automatically generates post-campaign reports with KPIs, attribution analysis, and actionable recommendations.
Content Creation Topic suggestion Provide content topic suggestions based on the user’s expertise and given topics
Content Creation text to script Convert text uploaded by users into multi-person dialogue podcast or spoken short video scripts
Content Creation Article polishing Polish and improve the articles uploaded by users in terms of information structure, word choice, grammar, etc.
Content Creation Script polishing Enhance the quality of user-provided podcast or short video scripts to make them more conversational, easier to understand, or more internet-savvy
Content Creation text-to-speech Generate voice-over narration and multi-character dialogue from text scripts for video dubbing
Content Creation text to podcast Generate single-person or dialogue podcasts based on text scripts
Content Creation Social media cover generation Generate YouTube or podcast cover based on script or link
Content Creation Social media copy generation Generate descriptive copy from video or podcast content for social media posting
Content Creation Audio beautification Enhance the audio quality uploaded by users, such as removing saliva sounds, filler words, unnatural pauses, automatic noise reduction, eliminating plosives, and balancing volume.
Content Creation Long videos cut into short videos Automatically identify highlight segments in long videos and generate multiple short videos
Content Creation Script one-click to create a video Automatically match appropriate video clips and music based on the video script to generate a short video
Content Creation one-click video generation Generate Vlog videos by adding music and effects to multiple images with one click
Content Creation Based on script editing video Automatically completes material clipping and splicing based on the text script and video materials provided by the user
Content Creation B-roll supplement Generate auxiliary shots and empty shots based on the scripts and videos uploaded by users, and insert them into the original video
Content Creation video frame aspect ratio modification Modify the video aspect ratio (16:9 to 4:3), automatically crop and fill the画面, for publishing on different social platforms
Content Creation character lip-syncing Adjust the lip movements of characters in videos or images to match text scripts or audio
Content Creation subtitle generation Generate subtitles automatically and synchronize them with the timeline for videos uploaded by users
Content Creation Animated text generation Automatically add animated text to videos uploaded by users
Content Creation Multilingual subtitle generation Translate user-uploaded subtitles into multiple language versions
Content Creation Multilingual voice dubbing generation Translate user-uploaded voice dubbing into multiple different language versions
Learning ToolKit Learning Plan Based on the user’s specified learning goals, create daily and weekly study tasks, and output an ics calendar file that can be imported into a calendar application
Learning ToolKit Information retrieval Retrieve and batch download relevant papers, reports, and other materials based on specific learning topics
Learning ToolKit Summarize Extracting outlines, chapter structures, and key points from long documents, teaching materials, theses, video links, and other user-uploaded content
Learning ToolKit explanation Generate visual explanatory content such as images, slideshows, and videos based on materials or knowledge concepts submitted by users
Learning ToolKit transcribe audio to text notes Extract the audio from the classroom recording files or video files uploaded by users, transcribe it into text, polish and organize it into notes
Learning ToolKit note structuring Organize the classroom notes uploaded by users into structured notes with clear information hierarchy and highlighted key points
Learning ToolKit Document to Speech Convert documents, long articles, and other materials provided by users into audio files, allowing users to acquire knowledge by listening to the audio
Learning ToolKit Document to Podcast Convert user-provided documents, lengthy materials, etc., into multi-person dialogue podcasts, allowing users to acquire knowledge by listening to the podcast
Learning ToolKit Document to Mind Map Convert user-uploaded notes or documents into structured mind maps
Learning ToolKit Memory Flashcards Automatically converts long documents or videos uploaded by users into a set of multiple knowledge flashcards, enabling fragmented learning and long-term retention
Learning ToolKit Information Q&A Based on documents, voice, video, or other materials uploaded by the user, provide answers to the user’s questions
Learning ToolKit Self-test Based on documents, audio, video or other materials uploaded by the user, generate knowledge point test questions or a complete exam paper for users to self-assess their level of knowledge mastery
Learning ToolKit Paper writing and polishing Polish and improve the uploaded thesis in terms of information structure, word choice, grammar, citation of references, plagiarism checking, etc.
Learning ToolKit Reading Coach Given a user-specified topic and language level, curate or generate readable texts at the right difficulty, with clear formatting, key vocabulary, and contextual explanations.
Learning ToolKit Listening Trainer Based on the user’s interests, target language, and listening level, recommend or generate audio clips (e.g., podcast snippets, news, dialogues) at adjustable speeds and lengths, with optional transcripts and phrase highlights.
Learning ToolKit Writing Mentor After the user writes a short response to a given prompt, provide real-time feedback on grammar, word choice, and fluency—suggesting specific corrections and more natural phrasing, without rewriting the whole text.
Learning ToolKit Speaking Tutor
Job Search & Hiring Resume Builder Enter your work experience, skills, and target role to instantly generate a professional, well-structured resume with clear impact statements—no template needed.
Job Search & Hiring Resume Enhancer Upload your existing resume to automatically strengthen impact statements, restructure for clarity, and remove redundant content.
Job Search & Hiring ATS Checker Simulates real applicant tracking systems to scan your resume for required keywords and formatting issues, then provides actionable suggestions to ensure it reaches human reviewers.
Job Search & Hiring Job Match Analyzer Enter a target role or paste a job description—our system compares it with your background, delivers a compatibility score, highlights skill gaps, and recommends better-suited opportunities.
Job Search & Hiring JD Decoder Paste a job link or description to automatically unpack explicit requirements (e.g., skills, years of experience) and implicit signals (e.g., “high-pressure” ≈ frequent overtime), while estimating competition level and realistic salary ranges.
Job Search & Hiring Interview Coach Generates role-specific, high-frequency interview questions, helps you transform your experience into STAR-based stories, provides answer frameworks, and supports voice practice with delivery feedback.
Job Search & Hiring Personalized Cover Letter Input the company name and position—we’ll craft a detailed, authentic, and non-generic cover letter that reflects their business context or recent developments.
Job Search & Hiring Salary Negotiation Advisor Based on location, role, and experience, provides a competitive salary range and total compensation breakdown (including bonus, equity, and benefits), plus effective negotiation scripts tailored to your situation.
Job Search & Hiring JD Writer Describe the role in plain language (e.g., “need a 3-year user ops specialist”), and we’ll generate a clear, compliant, keyword-rich job description that attracts qualified candidates.
Job Search & Hiring Resume Screener Upload a batch of resumes—we automatically score and rank candidates by experience, skills, and stability, highlighting top matches and red flags like frequent job-hopping.
Job Search & Hiring Candidate-JD Matcher Paste a job description and candidate resume—we analyze alignment on hard requirements and soft signals, showing where they fit or fall short to reduce hiring bias.
Job Search & Hiring Interview Question Builder Select a role type (e.g., engineering, product, sales)—we generate structured, behavior-based interview questions with clear evaluation criteria for fair, consistent assessments.
Job Search & Hiring Hiring Channel Advisor Tell us the role level and urgency—we recommend the best platforms and optimal posting times to maximize quality applications.
Job Search & Hiring Interview Scheduler Sync calendars across HR, interviewers, and candidates—we auto-schedule slots, send calendar invites, and send reminders to prevent no-shows and delays.
Job Search & Hiring Candidate Manager Automatically send interview invites, status updates, rejection notes, or offer follow-ups—maintaining a professional touch to reduce drop-off from top talent.
Job Search & Hiring Compensation Benchmarking Input role, city, and level—we provide market salary percentiles and total compensation benchmarks (base, bonus, equity) to build competitive and fair offers.

:warning: Notes

  • Bonus will be credited to your MuleRun account balance, available for payout
  • MuleRun reserves the right of final interpretation of campaign rules
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Earned Cash Bonus Program-2025/12

MuleRun is offering an additional cash bonus to supercharge your earnings. The more you earn, the bigger your bonus!

Campaign Period

  • Start: Dec 1, 2025 00:00 (UTC)
  • End: Dec 31, 2025 24:00 (UTC)

Rules

  • If $20 ≤ Earned Cash < $50 (with ≥ 2 paying users*): Get an extra $15 bonus.
  • If $50 ≤ Earned Cash < $100 (with ≥ 5 paying users*): Get an extra $40 bonus.
  • If $100 ≤ Earned Cash < $1,000 (with ≥ 10 paying users*): Get an extra $80 bonus.
  • If $1,000 ≤ Earned Cash < $5,000 (with ≥ 100 paying users*): Get an extra $800 bonus.
  • If $5.000 ≤ Earned Cash < $50,000 (with ≥ 100 paying users*): Get an extra $1,000 bonus.
  • If Earned Cash ≥ $50,000 (with≥100 paying users*):Get an extra $10,000 bonus.

Instructions

  • Paying Users: The total number of unique users who have made a purchase for any of a single Creator’s Agents.
  • The definition and interpretation of “Earned Cash” are at the sole discretion of MuleRun. The bonus amount is a one-time promotional incentive and is separate from the standard creator earnings system.
  • Calculation & Announcement: Results will be calculated and announced within 1 month after the campaign ends.
  • Estimated Payout Date: Before UTC Jan 15, 2026, 24:00.
  • Payout Method: The bonus will be credited to your MuleRun account, available for your withdrawal.

Notes

  • Bonus will be credited to your MuleRun account balance, available for payout
  • MuleRun reserves the right of final interpretation of campaign rules
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:bullseye: Call for Showcases: Share How You Built Your Agent — Earn Up to $300

Hey creators, have you published an Agent on MuleRun?

Show us how you built it, what worked, what didn’t, and what you learned along the way. Great stories get rewarded!

:date: Campaign Period

Dec 11, 2025 00:00 UTC — Jan 31, 2026 23:59 UTC

:trophy: Rewards

Top-voted showcases win:

- 1st place: $300

- 2nd place: $200

- 3rd place: $100

- 4th–5th place: $50 each

Besides, high quality submissions will be featured on MuleRun’s official channels—giving you and your agent extra visibility.

:brain: What We’re Looking For

Share your real experience building and monetizing an agent on MuleRun:

• What problem did it solve?

• How did you build it (tech stack, key decisions)?

• How did you get your first users?

• What worked, what didn’t, and what would you do differently?

:memo: How to Participate

Step 1: Write

:heart: To help you get started, we’ve prepared a [Template] Turn Your Agent Build into a Great Showcase .

Feel free to follow it, or tell your story in your own way!

Step 2: Submit for review

1. Post in Showcases - MuleRun Community

2. The MuleRun team will review your submission.

3. Approved showcases will be published and open for voting.

Step 3: Get votes

Community members can upvote their favorite showcases.

You can submit multiple showcases—all votes under your account will be counted together.

:red_question_mark: Questions?

Drop a comment below or ask in Help & Feedback - MuleRun Community .

Happy building and sharing!

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中文版本 – MuleRun 12 月精品 Agent 激励计划

:bullseye: 精品 Agent 激励计划 成功上架一个符合精品标准的 Agent，即可获得 $100 USD 奖励，并享受额外资源位曝光，让你的作品被更多全球用户发现。

:date: 活动时间

  • 开始时间：2025 年 12 月 1 日 00:00 (UTC)

  • 结束时间：2025 年 12 月 31 日 24:00 (UTC)

  • 预计发放奖金时间：2026 年 1 月 31 日 24:00 (UTC) 前

:money_bag: 奖励规则 每成功上架 1 个“精品 Agent”：

  • $100 USD 现金奖励（奖金将在 MuleRun 账户内发放，您可随时申请提现，单位为“美元”）

  • MuleRun 首页 / 场景页 / 推荐位等多个曝光资源位，让更多用户发现并使用你的 Agent

审核方式与标准：

  • MuleRun 将根据“精品 Agent”审核标准对参评 Agent 进行评分，总得分 ≥ 80 分 即评定为精品

  • MuleRun 会提供优化建议，帮助 Creator 尽可能达到精品标准，请及时关注站内信通知

  • 评分维度包括：功能完整性、描述质量、用户体验、创新性、市场竞争力等

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:pushpin: 可参考的精品 Agent 重点场景方向与建议

说明：重点场景 Agent 将会获得额外的流量曝光。

12月主推的重点场景（专门的集合页用于定向人群的投放）

  • Marketing Toolkit：资料检索、市场洞察、付费媒体优化、KOL/KOC 策略、品牌营销规划、高质量文本/视觉/视频生成、SEO 全流程优化、跨平台广告自动投放、营销日历、活动复盘报告

  • Content Creation：选题建议、文本转脚本/播客/视频、稿件润色、音视频增强、长视频剪辑短视频、多语字幕与配音生成、自动加动画文字等

  • Learning Toolkit：学习计划生成、学术资料检索、文档拆解与总结、可视化讲解、课堂记录转文字笔记、思维导图生成、知识闪卡、问答、自测、论文润色与查重、阅读教练、听力训练、写作指导、口语教练

  • Job Search & Hiring：简历生成与优化、ATS 检测、职位匹配分析、JD 解读、面试教练、薪资谈判顾问、职位描述生成、简历筛选与排名、候选匹配分析、结构化面试问题生成、招聘渠道建议、面试安排、候选人管理、薪酬基准分析

详细列表如下（单独嵌入一个表单）：

场景分类 Agent 方向 Agent 核心功能描述
Marketing Toolkit 资料检索 快速检索行业、市场或竞品相关资料，支持结构化与非结构化数据查询
Marketing Toolkit 市场调研与消费者洞察 基于多源数据进行用户行为、市场趋势及竞争格局分析，输出可执行洞察
Marketing Toolkit 广告渠道分析 基于用户提供数据，模拟不同出价策略和预算分配方案下的结果变化，为campaign提供建议
Marketing Toolkit 红人合作策略 基于受众画像与KOL/KOC匹配度，制定高效达人合作策略
Marketing Toolkit 营销策划 提供从目标设定到策略制定的一站式品牌营销方案建议
Marketing Toolkit 营销文案 自动生成高质量营销文案、社交媒体内容、产品描述等文本内容
Marketing Toolkit 营销图片 根据品牌调性与营销需求，智能生成海报、Banner、信息图等视觉素材
Marketing Toolkit 营销视频 一键生成短视频内容，支持脚本撰写、画面合成与配乐，适配多平台分发
Marketing Toolkit SEO 全流程管理SEO内容：关键词规划、内容创作与页面优化，提升自然搜索排名
Marketing Toolkit 红人沟通 自动化联系并管理KOL/KOC资源，提升沟通效率与合作转化率
Marketing Toolkit 广告投放 根据预设规则自动执行跨平台广告投放，实时调整以优化ROI
Marketing Toolkit 营销排期 可视化规划全渠道营销活动时间表，确保资源协调与节奏统一
Marketing Toolkit 复盘报告 自动生成Campaign复盘报告，包含关键指标、归因分析与优化建议
Content Creation 选题建议 根据用户擅长的领域和提供的话题，给出内容选题建议
Content Creation 文字转脚本 将用户上传的文字，转成多人对话播客或口播短视频脚本
Content Creation 文章润色 将用户上传的文章，在信息结构、用词、语法等方面做润色提高
Content Creation 脚本润色 提升用户提供的播客文字脚本或短视频文字脚本质量，使其更接近口语或更易理解或更具网感
Content Creation 文字转语音 根据文字脚本生成真人旁白和多人对白，用于视频配音
Content Creation 文字转播客 根据文字脚本生成单人或对话播客
Content Creation 社媒封面生成 根据脚本或链接，生成YouTube或播客封面
Content Creation 社媒文案生成 根据视频或播客内容，生成描述文案用于社媒平台发布
Content Creation 录音美化 提升用户上传的音频质量，如去除口水音/语气词/非自然停顿/自动降噪/消除喷麦/平衡音量等
Content Creation 长视频剪成短视频 自动识别长视频中的高光片段，生成多段短视频
Content Creation 脚本一键成片 根据视频脚本，自动匹配合适的画面素材和音乐，生成一条短视频
Content Creation 图集一键成片 把多张图片，一键增加音乐和动效等，生成 Vlog 视频
Content Creation 基于脚本剪辑视频 基于用户提供的文字脚本和视频素材，自动完成素材裁剪和拼接
Content Creation B-roll 补充 根据用户上传的脚本和视频，生成辅助镜头和空镜头，插在原视频里
Content Creation 视频画面比例修改 修改视频的比例（16:9->4:3)，自动裁切和补全画面，用于发布到不同社交平台上
Content Creation 人物对嘴型 根据文字脚本或语音，调整视频或图片中的人物嘴型，使其匹配
Content Creation 字幕生成 给用户上传的视频，自动生成并按时间轴匹配好字幕
Content Creation 动效文字生成 给用户上传的视频，自动添加动效文字
Content Creation 多语言字幕生成 将用户上传的字幕，翻译成多语言不同版本
Content Creation 多语言配音生成 将用户上传的配音，翻译成多种不同语言版本
Learning ToolKit 学习计划 根据用户设定的学习目标，制定每日和每周学习任务，输出日程表ics文件，可导入日历
Learning ToolKit 资料检索 根据特定的学习主题，检索和批量下载相关论文、报告等资料
Learning ToolKit 总结概括 把用户上传的长篇文档、教材、论文、视频链接等，提取出内容大纲、章节结构和关键要点
Learning ToolKit 简易/可视化讲解 根据用户提交的资料或知识概念，生成可视化讲解内容，比如图片、幻灯片、视频等
Learning ToolKit 录音转文字笔记 将用户上传的课堂录音文件或视频文件中的声音，提取成文字，并加以润色，整理成笔记
Learning ToolKit 笔记结构化 将用户上传的课堂笔记，整理成结构化笔记，信息层次分明，重点清晰
Learning ToolKit 文档转语音 将用户提供的文档、长篇资料等，转成语音文件，用户可通过收听语音获取知识
Learning ToolKit 文档转播客 将用户提供的文档、长篇资料等转成多人对话播客，用户可通过收听播客获取知识
Learning ToolKit 文档转脑图 将用户上传的笔记或文档，转成结构化脑图
Learning ToolKit 记忆闪卡 将用户上传的长篇文档/长视频，自动转成一套多张知识点记忆闪卡，用户可碎片化学习和长期巩固
Learning ToolKit 资料问答 基于用户上传的文档或语音、视频等，对用户的提问给出解答
Learning ToolKit 自我测验 基于用户上传的文档或语音、视频等，出知识点测试题或一套考卷，用户可用于自我测验知识的掌握程度
Learning ToolKit 论文写作润色 将用户上传的论文，在信息结构、用词、语法、引用文献、查重等方面做润色提高
Learning ToolKit 语言阅读能力 根据用户指定的话题和语言水平，自动搜集或生成难度匹配的阅读文本，并优化排版，确保内容可读、有用、适合当前水平练习
Learning ToolKit 语言听能力 根据用户选择的兴趣话题、目标语言和当前听力水平，推荐或生成不同语速、不同时长的真实音频内容（如播客片段、新闻播报、对话录音），并提供可选字幕与重点表达解析
Learning ToolKit 语言写作能力 基于用户输入的写作主题，引导用户写作，完成短文后实时指出具体语病并给出修改建议 + 更自然的地道表达，支持多轮迭代修改。
Learning ToolKit 语言说能力
Job Search & Hiring 简历生成 输入你的工作经历、技能和目标岗位，自动生成结构清晰、关键词突出、符合行业规范的专业简历
Job Search & Hiring 简历优化 上传现有简历，自动强化成果表述、调整逻辑结构、去除冗余内容
Job Search & Hiring ATS兼容检测 模拟企业招聘系统扫描，检查简历是否包含必要关键词等给出修改建议，确保简历进入人工筛选池
Job Search & Hiring 岗位匹配评估 输入目标职位或粘贴JD，系统对比你的背景，给出匹配度评分，指出能力差距，并推荐更适合你的岗位
Job Search & Hiring JD 解读 粘贴招聘链接或职位描述，自动拆解显性要求（技能/年限）和隐性信号（如“抗压强”），预判竞争难度与真实薪资范围
Job Search & Hiring 模拟面试 根据岗位类型生成高频面试题，帮你把经历转化为STAR结构故事，提供回答框架，并支持语音练习与表达反馈。
Job Search & Hiring 求职信 输入公司名称和职位，结合其业务或近期动态，生成有细节、有温度、不套话的求职信
Job Search & Hiring 谈薪顾问 基于城市、岗位、年限，提供合理薪资区间与总包拆解（含年终、期权、补贴），并生成有效谈薪话术
Job Search & Hiring 智能JD生成 输入岗位需求（如“招3年经验的用户运营”），自动生成清晰、合规、含关键词的职位描述，吸引精准候选人
Job Search & Hiring 简历批量筛选 上传一批简历，自动按经验、技能、稳定性打分排序，快速识别高匹配人选与风险信号（如频繁跳槽）
Job Search & Hiring 人岗匹配分析 粘贴JD和候选人简历，系统对比硬性条件与隐性特质，标出强匹配项与潜在差距，减少误判
Job Search & Hiring 结构化面试题生成 选择岗位类型（如技术/产品/销售），自动生成行为面试题及评分标准，确保评估公平、专业、聚焦核心能力
Job Search & Hiring 招聘渠道推荐 输入岗位级别与紧急程度，推荐最优平台及发布时间，提升优质简历获取效率
Job Search & Hiring 面试流程协调 自动同步HR、面试官、候选人日程，生成会议链接并发送提醒，避免安排冲突或流程断层
Job Search & Hiring 候选人管理 自动发送面试邀请、进度通知、拒信或offer跟进消息，保持专业沟通，降低优质人选流失率
Job Search & Hiring 薪酬分析 输入岗位、城市、职级，提供市场薪资分位数据与总包结构建议，帮助制定有吸引力且合理的薪酬方案

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