Writing
467 skills.
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book-reviewreadwiseioDraft a long-form book review from your Reader highlights — synthesizing the book with your broader reading history to generate original argumentsno-ai-sloprealrossmanngroupRules and worked examples for writing prose that does not read like AI-generated slop. Consult before writing or editing any prose.tech-doc-style-chinesereason-machinesWriting skill for Chinese technical documentation and product copy — enforces clarity, correct typography, and avoids buzzwords.wewrite-wechat-ai-publishingreason-machinesFull-pipeline AI skill for WeChat Official Account articles — hotspot fetching, topic selection, writing, SEO, image generation, formatting, and draft box publishing.public-speakingrefoundaiHelp users master the art of public speaking by decomposing the skill into manageable components, leveraging storytelling frameworks, and utilizing professional acting techniques for executive presence.narrative-nonfictionrhavekostUse when writing self-help books, memoirs, or prescriptive guides with story elements. Trigger on: 'self-help book', 'transformation arc', 'metaphor consistency', 'reader journey', 'exercise design', or narrative nonfiction projects.event-speaker-cold-outreachsamberWrite and sequence the cold invitation to a speaker a shortlist already picked - the message, not the search. Covers what a first invitation must disclose up front (event basics, honest budget and travel terms, the answer deadline, how you found them), personalization built from the shortlist's own "why", ranked first-touch channels, follow-up cadences that add a new angle instead of bumping, and the fee conversation where speakers have no rate card. Use whenever the user mentions writing a speaconference-cfp-submissionsamberTurns a talk idea into a submission-ready conference proposal for one specific event, or helps choose which conferences to target and plan a submission calendar across several - track fit, title options, an attendee-facing abstract, verb-first takeaways, the reviewer-only fields, a credibility package, and a self-review against the committee's own criteria. Use whenever the user mentions a CFP, a call for papers, a conference proposal, a talk abstract, a session description, submitting to KubeCoengineering-blog-postsamberWrites or edits a technical blog post a skeptical developer audience will believe - the right post pattern, evidence behind every claim, published trade-offs and limitations, runnable snippets, and no marketing voice. Use whenever the user wants an engineering blog post, a technical article, a "how we built it" or "we rewrote it in X" story, a debugging write-up, a public postmortem, a benchmark post, or a product post that must not read as marketing, and when they ask to review, edit, de-jargontech-talk-outlinesamberTurns an accepted conference talk abstract into a rehearsable outline - the one-sentence takeaway, a narrative arc, a minute-by-minute time budget, demo placement, and a slide skeleton with cut checkpoints. Use whenever someone says "talk outline", "technical talk structure", "slide skeleton", "my talk got accepted, now what", "how do I structure this conference talk", "my talk runs over time", "what do I cut from my talk", or "where should the demo go" - even if they only say they are preparingtechnical-video-scriptsamberWrites or reviews a shooting-ready script for a technical video or screencast - a two-column visual/narration beat sheet with a 30-second hook, code-on-screen pacing, chapters, a runtime budget, accessible narration, a cut list and a YouTube description with one CTA. Also storyboards 2-5 minute animated or motion design explainers. Use whenever someone mentions a screencast script, a demo or walkthrough video, a video tutorial script, a YouTube Shorts, TikTok or Reels script, an animated explaincontent-repurposingscrapecreatorsUse when the user wants to turn public social videos, transcripts, posts, or creator research into reusable content assets such as LinkedIn posts, X threads, short-form scripts, newsletters, blog outlines, carousels, or content calendars.en-to-zh-translatorseefreedTranslate English text files (.txt, .md) to Chinese for language learning and translation practice. Use when the user asks to translate a text file to Chinese, create a Chinese version of an English document, or generate bilingual materials for translation training. The translation preserves sentence structure and combines broken sentences into complete lines.translation-expertiseshino369Expert translation methodology and best practices for English-Japanese-Chinese (Traditional) trilingual translation. Use when translating any content between these languages, including handling idioms, cultural nuances, and language-specific expressions. Provides translation workflows and quality assurance methods.brand-guidelinessickn33Write copy following Sentry brand guidelines. Use when writing UI text, error messages, empty states, onboarding flows, 404 pages, documentation, marketing copy, or any user-facing content. Covers both Plain Speech (default) and Sentry Voice tones.content-creatorsickn33Draft and review audience-specific content using supplied brand examples, local text diagnostics, and adaptable channel templates.copy-editingsickn33You are an expert copy editor specializing in marketing and conversion copy. Your goal is to systematically improve existing copy through focused editing passes while preserving the core message.humanize-chinesesickn33Detect and rewrite AI-like Chinese text with a practical workflow for scoring, humanization, academic AIGC reduction, and style conversion. Use when the user asks to 去AI味, 降AIGC, 去除AI痕迹, 论文降重, 知网检测, 维普检测, humanize chinese, detect AI text, or make Chinese text sound more natural.professional-proofreadersickn33Use when a user asks to "proofread", "review and correct", "fix grammar", "improve readability while keeping my voice", and to proofread a document file and save an updated version.slack-messagingslackapiUse when writing, drafting, scheduling, or improving a Slack message, announcement, or reply sent via the Slack MCP tools (slack_send_message, slack_send_message_draft, slack_schedule_message). Covers Slack markdown formatting, message structure, thread etiquette, reactions, and scheduling, and points to the right dialect for canvases and Block Kit.humanize-itsmallnest对指定文档进行去 AI 味的改写。自动选择最合适的人性化策略（humanizer-zh / humanize-chinese / technical-writing）， 迭代改写直到效果达标或迭代 42 次为止。适用于中文文本的去 AI 化处理，包括通用文章、技术文档、学术论文等。 Use when user says: "humanize this", "去AI味", "降AIGC", "人性化改写", "改成人话", "去除AI痕迹", "humanize document", "make text human-like", "去机器味", "降低AI率", "过AIGC检测"hook-writersocial-media-skillsUse to write the hook — the opening that earns attention — for any social content: a caption's first line, a video's first three seconds, a carousel cover slide, a thread opener, a YouTube title, or an email subject. Run when the user says "write a hook," "hook for this," "opening line," "first three seconds," "cover slide," "make this scroll-stopping," or when good content keeps getting ignored. Reads brand-profile and voice first so hooks sound like the brand, not viral-bait templates. Hooks mreels-scriptsocial-media-skillsUse to write an Instagram Reels script — a native, sound-off-first short-video script optimized for Instagram's discovery engine, built around a 3-second hook, watch-through, and sends (DM shares). Run when the user says "Reels script," "Instagram Reel," "make a Reel," "Reel hook," "trial reel," or wants short-form video for Instagram specifically. Reads brand-profile and voice first; writes the muted version first; structures for watch-through + sends; places IG-search keywords; picks original tiktok-scriptsocial-media-skillsUse to write a TikTok script — a native, sound-aware short-video script optimized for TikTok's discovery engine (the FYP), built around a brutal 1-second hook, watch-time, and rewatches. Run when the user says "TikTok script," "TikTok video," "script for TikTok," "make a TikTok," "storytime," "TikTok hook," or wants short-form video for TikTok specifically. Reads brand-profile and voice first; rides a trending sound/format where it genuinely fits (live trend research goes to trend-jacking); struvoice-buildersocial-media-skillsUse to build a reusable voice guide (voice.md) by analyzing a person's or brand's ACTUAL writing samples — so every other social skill can write in their exact voice instead of generic AI prose. Run this when the user says "build my voice," "sound like me," "capture my tone," "analyze my writing," "train on my posts," "ghostwrite in my voice," or when content keeps coming out off-voice or generic. Requires real writing samples; if there are none, use brand-profile's voice interview instead. Workmeaning-preserving-rewritesrinitudeUse when rewriting rules without meaning loss.publish-substack-articlesugarforeverPublish Markdown articles to Substack as drafts. Use when user wants to publish a Markdown file to Substack, or mentions "发布到 Substack", "Substack article", "publish to Substack". Handles Markdown-to-HTML conversion and saves as draft (never auto-publish).publish-x-articlesugarforeverPublish Markdown articles to X (Twitter) Articles editor with proper formatting. Use when user wants to publish a Markdown file/URL to X Articles, or mentions "publish to X", "post article to Twitter", "X article", or wants help with X Premium article publishing. Handles cover image upload, converts Markdown to rich text, and automatically converts unsupported elements (tables, mermaid diagrams, deep headers) to images.publish-zsxq-articlesugarforeverPublish Markdown articles to Zsxq (知识星球) as drafts. Use when user wants to publish a Markdown file to Zsxq, or mentions "发布到知识星球", "星球文章", "zsxq article". Handles Markdown content input and saves as draft (never auto-publish).ru-texttalkstreamRussian text quality. Triggers: вычитай, проверь текст, поправь, отредактируй, причеши, ru-text. Typography silently on any Russian output; deeper editing on request. Info-style, editorial, UX writing, business correspondence, AI-text cleanup.writetw93Rewrites and polishes Chinese or English prose and product copy. Use when drafting, editing, localizing, or cutting AI tone. Not for code comments or commit messages.drama-creatorvangong1999创作竖屏短剧剧本，包括宏观建构、剧本创作、精准优化、创意发想。适用于从零开始创作短剧、优化现有剧本、设计故事大纲和悬念钩子drama-plannervangong1999制定竖屏短剧专业策划方案，含情绪价值分析、黄金三秒钩子设计、三幕式结构规划等。适用于短剧项目前期策划、商业化方案设计、创作指导copywriting-skillsvivy-yiUse when writing Xiaohongshu post content body, creating engaging captions, developing brand voice, or writing product descriptions and recommendationshumanizer-ruvladimir-humanНе для обхода детекторов; не для текста, который тебе не принадлежит. Находит следы машинного текста в русском и объясняет их; переписывает только по явной просьбе; вердиктов об авторстве нет. Отвечает на просьбы вида «очеловечь», «убери гпт-шность», «звучит как нейросеть», «проверь на ИИ», «убери штампы», «убери канцелярит», «сделай живым», «вставка из чата», «копипаста из ChatGPT», contentReference, utm_source, невидимые символы, машинная типографика (40 regex-маркеров, у 38 полная запись докаauto-paper-improvement-loopwanshuiyinAutonomously improve a generated paper via GPT-6-Astra xhigh review → implement fixes → recompile, for 2 rounds. Use when user says \"改论文\", \"improve paper\", \"论文润色循环\", \"auto improve\", or wants to iteratively polish a generated paper.paper-writewanshuiyinDraft LaTeX paper section by section from an outline. Use when user says \"写论文\", \"write paper\", \"draft LaTeX\", \"开始写\", or wants to generate LaTeX content from a paper plan.paper-writingwanshuiyinWorkflow 3: Full paper writing pipeline that goes from a narrative report to a polished, submission-ready PDF. Use when user says \"写论文全流程\", \"write paper pipeline\", \"从报告到PDF\", \"paper writing\", or wants the complete paper generation workflow.rebuttalwanshuiyinWorkflow 4: Submission rebuttal pipeline. Parses external reviews, enforces coverage and grounding, drafts a safe text-only rebuttal under venue limits, and manages follow-up rounds. Use when user says \"rebuttal\", \"reply to reviewers\", \"ICML rebuttal\", \"OpenReview response\", or wants to answer external reviews safely.fantasy-world-buildingwordflowlabUse when user mentions fantasy, magic system, or world-building for fantastical settings - provides fantasy genre conventions, magic system design patterns, and world-building frameworksnatural-dialogue-techniqueswordflowlabUse when writing dialogue scenes or when user asks about character conversations - provides techniques for natural, character-consistent dialogue that reveals character and advances plotromance-novel-conventionswordflowlabUse when user mentions romance, love story, or relationship-focused narrative - provides genre conventions, pacing guidelines, and emotional beats for romance writingscene-structure-techniqueswordflowlabUse when structuring scenes or planning chapter content - provides scene-sequel framework, tension management, and beat-by-beat structure for compelling scenesstory-consistency-monitorwordflowlabUse during chapter writing to automatically check character behavior, world rules, and timeline consistency - alerts when detecting potential contradictions before they become major issuesavoid-ai-writingwshobsonAudit and rewrite prose so it stops reading as machine-generated. Use this skill when asked to remove AI-isms, clean up AI writing, edit a draft for AI tells, audit a README, changelog, release note, PR description, or blog post for machine-sounding prose, or make text sound less like AI. Supports a detect-only mode, a rewrite mode, and an edit-in-place mode, with optional voice and context profiles.sumeru-finalizexindoo小说完稿校验与导出，适用于用户说"小说写完了帮我检查下"、"导出适合起点/番茄的格式"、"查有没有错别字"、"检测敏感词"、"整理成发布版本"、"帮我导出小说发布格式"、"检查小说错别字"、"敏感词检测"、"小说完稿检查"、"适配起点格式导出"、"番茄小说格式导出"、"小说排版整理"、"多平台格式导出"等需求，负责全技术性文字校验（错别字、标点、语法错误）与合规检查，导出适配各平台的发布格式，**批量处理时使用子Agent并行校验，每个Agent最多负责3个章节**sumeru-outlinexindoo小说大纲/世界观/人设设计，适用于用户说"帮我写个小说大纲"、"设计主角人设"、"做世界观设定"、"搭小说剧情框架"、"写分卷细纲"、"给我设计小说人物"、"做个玄幻世界观"、"帮我梳理小说剧情"、"小说人物设定"、"写小说分章大纲"、"爽点排布规划"、"做小说人设卡"、"构建小说世界"等需求，生成完整的世界观、人物卡、剧情大纲、爽点规划，自动合规检查避免侵权风险，**大批量章节细纲生成时使用子Agent并行处理，每个Agent最多负责3个章节的细纲**sumeru-polishxindoo小说内容润色优化，适用于用户说"帮我润色这段小说"、"改下文笔"、"优化章节节奏"、"强化这个爽点"、"让对话更自然"、"把这段写得更爽"、"优化小说文笔"、"调整章节节奏"、"让对话更真实"、"帮我改下这段内容"、"润色小说"、"优化爽点"、"提升文笔"、"让这段更有代入感"等需求，提供3级润色等级，专注文笔与内容层面优化，支持风格适配、节奏收紧、爽点强化、对话优化等专项优化，**润色结果直接修改 chapters/ 目录，修改前自动备份到 .sumeru/write/original/**，**批量润色时使用子Agent并行处理，每个Agent最多负责3个章节**sumeru-reviewxindoo小说逻辑/剧情审查，适用于用户说"帮我检查下小说有没有bug"、"看看时间线有没有矛盾"、"人物有没有OOC"、"找剧情前后冲突"、"梳理伏笔有没有回收"、"检查小说剧情合理性"、"看看有没有剧情漏洞"、"人物行为不符合性格"、"检查时间线对不对"、"找小说前后矛盾的地方"、"帮我梳理所有伏笔"、"小说剧情bug检查"、"逻辑漏洞排查"等需求，检测时间线冲突、逻辑漏洞、人物OOC、伏笔遗漏等问题，**执行字数检查确保章节字数达标**，**生成详细问题清单并自动修复所有问题，修复结果直接修改 chapters/ 目录，修改前自动备份到 .sumeru/write/original/**，**发现严重问题时自动修订大纲并重写对应章节**，**底线问题零遗漏机制确保所有致命问题必须解决**，**批量审查时使用子Agent并行处理，每个Agent最多负责3个章节**sumeru-topicxindoo网文/小说选题策划，适用于用户说"想写小说不知道写什么"、"帮我想个小说题材"、"找网文创意"、"分析什么题材火"、"小说选题评估"、"现在什么网文题材好卖"、"给我几个小说创意"、"想个小说金手指"、"帮我找个热门题材"、"小说写什么题材容易火"、"网文市场趋势分析"、"帮我做小说选题"等需求，生成多套选题方案和市场分析，包含金手指设计、核心卖点、爽点模式和可行性评估