Writing skills for AI agents
Skills for drafting, editing and formatting clear text: docs, release notes, emails and more. Every skill is scanned and costs one credit.
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Top rated in Writing
Academic Writing
Academic writing assistance skill for paragraph writing, language polishing, grammar checking, academic style optimization, and citation format checking.
Academic Writing Refiner
Refine academic writing for computer science research papers targeting top-tier venues (NeurIPS, ICLR, ICML, AAAI, IJCAI, ACL, EMNLP, NAACL, CVPR, WWW, KDD, SIGIR, CIKM, and similar). Use this skill whenever a user asks to improve, polish, refine, edit, or proofread academic or research writing — including paper drafts, abstracts, introductions, related work sections, methodology descriptions, experiment write-ups, or conclusion sections. Also trigger when users paste LaTeX content and ask for writing help, mention "camera-ready", "rebuttal", "paper revision", or reference any academic venue or conference. This skill handles both full paper refinement and section-by-section editing.
Agent Docs
Create documentation optimized for AI agent consumption. Use when writing SKILL.md files, README files, API docs, or any documentation that will be read by LLMs in context windows. Helps structure content for RAG retrieval, token efficiency, and the Hybrid Context Hierarchy.
Article Writing
Write articles, guides, blog posts, tutorials, newsletter issues, and other long-form content in a distinctive voice derived from supplied examples or brand guidance. Use when the user wants polished written content longer than a paragraph, especially when voice consistency, structure, and credibility matter.
Ascii Text Art Library
Generate a reusable ASCII-only text template library (titles, dividers, notice boxes, slogans/CTA), with naming conventions and selection rules for consistent CLI/log/README output.
Attribution engine
Use whenever a creator, manager, or label is preparing credits, attribution, disclosures, or AI-content labels before publishing, or asks how to credit collaborators, disclose brand relationships, label AI involvement, or format credits for a specific platform. Tier 1 (native-tool platforms): YouTube, TikTok, Instagram. Tier 2 (distributor-metadata pipeline): Spotify, SoundCloud, and other music services, where credits flow through the distributor, not captions. Any other platform: route to its current official documentation. Do NOT use for: determining legal compliance, validating licenses or ownership, drafting contracts, or any request to conceal required disclosures.
Avoid AI Writing
Audit and rewrite content to remove AI writing patterns ("AI-isms"). Use this skill when asked to "remove AI-isms," "clean up AI writing," "edit writing for AI patterns," "audit writing for AI tells," or "make this sound less like AI." Supports a detect-only mode, an edit-in-place mode for files, an optional voice profile (casual / professional / technical / warm / blunt), and an iterate-to-convergence pass.
Markdown Formatter
Formats plain text or markdown files with frontmatter, titles, summaries, headings, bold, lists, and code blocks. Use when user asks to "format markdown", "beautify article", "add formatting", or improve article layout. Outputs to {filename}-formatted.md.
Translator
This skill should be used when the user asks to "translate", "翻译", "精翻", "translate article", "translate to Chinese", "translate to English", "改成中文", "改成英文", "convert to Chinese", "localize", "本地化", "refined translation", "精细翻译", "proofread translation", "快速翻译", "快翻", "这篇文章翻译一下", or provides a URL/file with translation intent. Supports three modes (quick/normal/refined) with custom glossary support.
Bear Blog Skill
Create and manage blog posts on Bear Blog (bearblog.dev). Supports extended Markdown, custom attributes, and browser-based publishing.
Book Writing
Plan, draft, and revise complete books with chapter architecture, voice consistency, and finish-ready revision workflows.
Chinese
Writes and edits Mandarin Chinese that reads as if a native wrote it — casual or formal, mainland or Taiwan. Use when composing anything in Chinese (WeChat message, work email, 小红书 or 公众号 post, resume, 请假条, speech, toast, 通知, contract clause), or when Chinese text sounds stiff, textbook, translated, or AI-generated; when choosing 你 versus 您, 口语 versus 书面语, simplified versus traditional, or mainland versus Taiwan vocabulary; when 的/地/得, 了, 把, 被 or measure words come out wrong; when full-width punctuation, Han-Latin spacing, or 万/亿 number grouping is off; when internet slang, 成语, emoji or 表情包 need calibrating to an audience; when a refusal, apology, compliment or request has to land politely; or when naming a product or a person in Chinese. Not for translating an existing source text (`translate`), Traditional-only writing (`traditional-chinese`), or travelling in China (`china`).
Chinese Novelist
分章节创作引人入胜的中文小说。支持各种题材（悬疑/言情/奇幻/科幻/历史等），支持10-50章长篇创作，每章3000-5000字，结尾设置悬念钩子。强调深度润色去除AI痕迹，确保文字自然流畅。 当用户要求：写小说、创作故事、分章节写作、连续剧情、章节悬念、长篇小说时使用。
Cinematic Script Writer
Create professional cinematic scripts for AI video generation with character consistency and cinematography knowledge. Use when the user wants to write a cinematic script, create story contexts with characters, generate image prompts for AI video tools (Midjourney, Sora, Veo), or needs cinematography guidance (camera angles, lighting, color grading). Also use for character consistency sheets, voice profiles, anachronism detection, and saving scripts to Google Drive.
Clinical Report Writing
Write comprehensive clinical reports including case reports (CARE guidelines), diagnostic reports (radiology/pathology/lab), clinical trial reports (ICH-E3, SAE, CSR), and patient documentation (SOAP, H&P, discharge summaries). Full support with templates, regulatory compliance (HIPAA, FDA, ICH-GCP), and validation tools.
Content Creator Cn
中文内容创作助手 - 一键生成掘金/知乎/公众号/小红书风格文章。适合：内容创作者、自媒体运营。
Content Draft Generator
Generates new content drafts based on reference content analysis. Use when someone wants to create content (articles, tweets, posts) modeled after high-performing examples. Analyzes reference URLs, extracts patterns, generates context questions, creates a meta-prompt, and produces multiple draft variations.
Copywriter
Write compelling UX copy, marketing content, and product messaging. Use when writing button labels, error messages, landing pages, emails, CTAs, empty states, tooltips, or any user-facing text.
Content Creator
Thinking partner that transforms ideas into platform-optimized content
Creative Thought Partner
A conversational creative thought partner that reveals hidden brilliance in your ideas through critical observations and paradox hunting. Use when someone wants to explore ideas, discover breakthrough insights, crystallize unnamed concepts, or develop original frameworks for writing, content creation, product development, or any creative endeavor.
Critical Article & Outline Writer Skill
Generate draft articles, outlines, and editorial content matching a distinctive analytical, skeptical voice with sharp critical commentary, conversational tone, and strategic humor.
CSDN Publisher
写文章并发布到 CSDN。使用浏览器自动化 + 扫码登录。支持通过 Telegram 发送二维码，无需 VNC。集成 blog-writer 写作方法论，产出高质量、有个人风格的技术文章。
De AI Ify
将AI生成的机械化文本转换为自然、有人情味的人类写作风格
De-AI-ify Text
Remove AI-generated jargon and restore human voice to text
Doc Co-Authoring Workflow
Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.
Documentation
Technical documentation patterns, structure, maintenance, and avoiding common documentation failures.
Documentation Builder
Provides comprehensive guidance for building documentation including documentation generation, formatting, and documentation best practices. Use when the user asks about building documentation, needs to generate documentation, format documentation, or create documentation structures.
Essence Distiller
Find what actually matters in your content — the ideas that survive any rephrasing.
Human Writing
Write content that reads as naturally human — no AI tells, no corporate fluff. Use when drafting, editing, or reviewing any content meant for publication or external audiences: blog posts, articles, newsletters, marketing copy, social media threads, client-facing documents, website copy, emails to lists. NOT for: casual chat, code, internal notes, or quick replies.
Humanize Text
Remove AI writing patterns from text. Use when editing, reviewing, or rewriting text to sound more natural and human-written. Detects patterns like inflated symbolism, promotional language, em dash overuse, AI vocabulary, and sycophantic tone.
Humanize CLI
Humanize AI content by detecting and auto-fixing AI generated content. Humanize AI text using Python scripts. Scans for AI vocabulary, puffery, chatbot artifacts, and auto-replaces filler phrases. Use when you want to analyze text in AI detector and bypass it in future, batch-process files, run automated cleanup, or get a report before manual humanizing.
Humanizer: remove AI writing patterns
Humanize AI-generated text by detecting and removing patterns typical of LLM output. Rewrites text to sound natural, specific, and human. Uses 24 pattern detectors, 500+ AI vocabulary terms across 3 tiers, and statistical analysis (burstiness, type-token ratio, readability) for comprehensive detection. Use when asked to humanize text, de-AI writing, make content sound more natural/human, review writing for AI patterns, score text for AI detection, or improve AI-generated drafts. Covers content, language, style, communication, and filler categories.
Humanizer: Remove AI Writing Patterns
Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, negative parallelisms, and excessive conjunctive phrases.
Humanizer Zh
去除文本中的 AI 生成痕迹。适用于编辑或审阅文本，使其听起来更自然、更像人类书写。 基于维基百科的"AI 写作特征"综合指南。检测并修复以下模式：夸大的象征意义、 宣传性语言、以 -ing 结尾的肤浅分析、模糊的归因、破折号过度使用、三段式法则、 AI 词汇、否定式排比、过多的连接性短语。
Humanizer Zh
去除文本中的 AI 生成痕迹。当用户说"润色"、"改写"、"去 AI 味"、"更像人写的"、 "不要太机械"、"自然一点"、"有人味"时使用。也用于：编辑邮件/文案/文章/报告、 审阅 AI 生成内容、优化写作风格、让文字不那么像机器生成的。基于维基百科"AI 写作特征"指南， 检测并修复：夸大象征、宣传语言、模糊归因、三段式、AI 词汇、否定式排比、破折号滥用。
Humanizer Zh
Removes AI-style writing traces to make text sound naturally written by a real author, primarily in Chinese-language contexts.
InkOS - Story Creation AI Agent
Story Creation and Translation AI Agent with Studio Chat, CLI, and TUI - use for long-form novels, short fiction, scripts, storyboards, interactive-film projects, open-world / branching play, fan fiction, spinoffs, style imitation, continuations, covers, and multilingual EPUB/PDF/TXT/Markdown translation. Includes Agent Skills, traceable research, governed context, persistent story state, multi-model routing, image services, and InkOS Studio.
Internal Comms
A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.).
Journal to Post
Convert personal journal entries into shareable social media posts
Lunheng Article Pipeline
学术论文/深度长文/行业分析流水线：含同行评审与期刊/发布渠道匹配建议（advisory）。不调用执行类工具（exec/process/code_execution，声明式）；主控持有会话编排与状态类工具（多 Agent 派发/收报告的设计内必需面）。标准架构 = 多 Agent 九角色流水线（角色卡 11 张，含 T0 主控 + T9b 压力测试；T9b 默认不跑）；worker 不可用按节点接管并披露（详正文）。Routine 写盘（status.md / audits/）已声明；心跳为 opt-in「Operational Telemetry」。v2.14.0 起新增 G18 方法论审计（12 项清单 + D2 评分）。
Novel Generator
根据用户提供的内容方向自动生成提示词并创作爽文小说。适用场景：(1) 用户提供小说方向/题材/关键词，(2) 需要生成章节连贯的长篇爽文，(3) 需要维护角色、地点、情节的连续性，(4) 需要为关键情节生成图解，(5) 需要记录生成失败场景以优化后续创作。支持都市、修仙、玄幻、重生、系统流等多种题材。Use when user asks to write a novel, generate fiction, create stories, or mentions 爽文/小说/写作。
Novel Writer
Novel writing assistant for Chinese or English fiction. Use when the user wants to write, plan, continue, revise, or manage a novel, especially long-form fiction that needs coherent plot, stable characters, consistent worldbuilding, chapter outlines, continuity tracking, serialized drafting, or user-guided topic selection.
Novel Writer (Logic/Structure Mode)
严谨逻辑结构化小说写作引擎。强制执行6阶段写作流程：预写分析→初稿生成→自检→文笔润色→修订→元数据输出。适用于已有大纲的精细创作，强调伏笔回收、状态追踪、时间线管理、文笔优化。Use when: (1) 需要严谨写作流程，(2) 有大纲需要按结构创作，(3) 需要追踪多章节状态，(4) 需要文笔人物润色。
Podcast Generation - Complete Podcast Production
AI podcast generation and production powered by CellCog. Full podcast episodes from a single prompt — multi-voice dialogue with up to 10 distinct speakers, structured episodes with cold opens and segment stingers, music beds ducked under speech, broadcast loudness mastering, finished MP3 plus chapter markers. Episode scripts, show notes, interview prep, audiograms.
Poetry
提供诗词生成与诗词查询两大核心能力。 基于 chinese-poetry 开源数据集（收录唐诗 57,607 首、宋诗 254,248 首、宋词 21,053 首、 元曲 11,057 首、诗经 305 篇、楚辞 65 篇、论语 20 章，以及四书五经、蒙学经典、纳兰性德诗集、 曹操诗集等），为用户提供精准的诗词查询与高质量的原创诗词生成服务。
Project Showcase Enhancer
个人项目展示增强器，将 Demo 级个人项目推演为商用级完整产品，生成可用于个人简历网站的高质量项目展示文档，并输出面试备考手册。This skill should be used when the user wants to analyze a personal project codebase, evolve it from a demo to a commercial-grade product, generate polished showcase documentation for a portfolio website, or prepare project-related interview responses. 触发场景：用户提到"分析我的项目""展示项目""包装项目""推演商用""项目展示文档""项目说明书""项目亮点""面试准备项目""帮我写项目介绍"等。
Prompt Optimizer
Evaluate, optimize, and enhance prompts using 58 proven prompting techniques. Use when user asks to improve, optimize, or analyze a prompt; when a prompt needs better clarity, specificity, or structure; or when generating prompt variations for different use cases. Covers quality assessment, targeted improvements, and automatic optimization across techniques like CoT, few-shot learning, role-play, and 50+ more.
Research Grant Writing
Write competitive research proposals for NSF, NIH, DOE, DARPA, and Taiwan NSTC. Agency-specific formatting, review criteria, budget preparation, broader impacts, significance statements, innovation narratives, and compliance with submission requirements.