#SkillRepo stars

1. 3601Solar Thermal Crop Dryerdungnotnull/solar-thermal-crop-dryer-agent-skillSolar Thermal Crop Dryer Design (Heat-Pump Hybrid) — Production-grade evidence-backed analysis harness for Solar Thermal Crop Drying & Post-Harvest Engineering. Use whenever user asks about solar drying, crop dryer design, heat pump dehumidification, drying kinetics, post-harvest engineering, or agricultural thermal processing.6
2. 3602Solidworks DrawSHY-563/solidworks-draw用自然语言驱动 SolidWorks 进行参数化机械零件建模。支持轴类、盘类、活塞等常见零件，内置工程设计规则和材料数据库。可从已有 SW 文件学习设计知识。使用 "画一个..." 或 "帮我建模..." 触发。6
3. 3603Stop Slop Zhwdkang123/stop-slop-zhRemove predictable AI writing patterns from Chinese prose. Use when drafting, editing, rewriting, or reviewing Chinese blogs, reports, essays, product analysis, and social posts to make them specific, natural, and authorial without changing facts.6
4. 3604Structflowkings0527/structflowEvidence-first structural research for industries, companies, commodities, tradable assets, and policy systems. Use when the user requests StructFlow or needs a rigorous, source-grounded analysis of system boundaries, variables, causal drivers, feedback loops, nonlinear dynamics, regimes, market distortion, structural signals, or asset mapping. Run canonical input resolution, staged L0-L7 modeling, adversarial challenge, contradiction search, deterministic research gates, and auditable report generation. Use the host agent's model for reasoning; no separate LLM API key is required. Optional Ta6
5. 3605Substack APIAnthonyDavidAdams/substack-api-referenceUse Substack's unofficial cookie-authenticated API to read posts, create drafts, publish issues, and manage publications on behalf of a logged-in Substack user. Required when the user asks to post to Substack, schedule a Substack send, mirror content to Substack, or extract data from a Substack account.6
6. 3606Tenable Sc Reporting Assistanthamzhk15/tenable-sc-reporting-assistantGenerate importable Tenable Security Center (Tenable SC / SecurityCenter) XML for dashboards, PDF reports, and CSV exports, then optionally upload them to a SC console via API keys. Works two ways — a freeform mode that maps any dashboard/report a user describes to a catalog of known-good components, proposes the layout for approval, and builds it with tested builders; and a curated "Vulnerability Management and Remediation Planning" dashboard/report as a ready-made starting point. Use whenever someone wants to build, customize, or deploy a Tenable SC dashboard or report of any kind — vulnerab6
7. 3607Token Optimizersamibajwaisking/Token-Optimizer-SkillMaximize Claude's output quality while minimizing input token usage. Use this skill whenever a user wants to compress prompts, reduce token consumption, extract maximum output from Claude, write high-density instructions, optimize system prompts, or improve AI communication efficiency. Trigger on phrases like "optimize my prompt", "too many tokens", "make this shorter but better", "get more from Claude", "compress this prompt", "write a better system prompt", "token efficient", or any request to improve how someone communicates with Claude or any LLM. Also trigger when building AI-powered tool6
8. 3608Tossinvest Web APIdd3ok/tossinvest-api-skillUse this skill when users need public, read-only TossInvest/토스증권 quotes, charts, financials, filings, news, rankings, sectors, bond pages, screeners, calendars, indices/FX, crypto-like index pages, or sanitized community data; also for browser-observed WebSocket streams and explicitly requested public endpoint re-verification. Do not use for login, accounts, orders, bulk scraping, or investment advice.5
9. 3609Transcription Skillkajisho5/transcription-skillTranscribe speech in audio or video files (mp4, mov, mkv, wav, m4a, mp3) into a structured, timestamped Transcript with a local ASR engine (faster-whisper), Japanese and English first-class; export plain SRT/VTT; derive speech intervals. Use this skill whenever the user asks what is said in a recording, wants a transcript, timestamps of speech, word timings, or timed text to hand to a subtitle or editing tool. It does not edit video, style subtitles, detect speakers, or decide anything about a production.6
10. 3610Understandablehsheimbuch/understandableMakes Claude's prose easy to read on the first pass, using findings from the 2026 study "Why is AI-generated language so hard to understand?" (Clark, Martin, and Mahowald). Use it when the user says a reply is dense, cryptic, jargon-heavy, hard to follow, or "Claudish", or asks for plainer or clearer wording. Also use it when writing or editing prose that people will read closely, such as explanations, end-of-task summaries, documentation, READMEs, and pull request descriptions. It can cover Claude's own replies for the rest of a session, or rewrite and check text and files that the user suppl6
11. 3611Upwork OptimizerSarmad-Mughal/upwork-profile-optimizer-skillOptimize Upwork freelancer profiles for better search visibility, client conversion, and authentic personal branding. Use this skill whenever a user wants to improve, rewrite, or create their Upwork profile — including their title, overview/bio, specialized profiles, and Project Catalog listings. Also trigger when a user shares Upwork profile feedback, wants to position themselves differently on Upwork, asks about Upwork SEO, or wants to make their profile sound more human and less AI-generated. This skill combines Upwork-specific best practices, SEO keyword strategy, humanized writing princip6
12. 3612Walk Forward Leakage Auditormospira/walkforward-auditAudits time-based machine learning backtests, walk-forward validation, rolling retraining, forecasting evaluations, and temporal train/test pipelines for data leakage, faulty split logic, invalid feature timing, target leakage, calibration/tuning leakage, and misleading experiment comparisons. Use when agent needs to review or change walk-forward code, time-series ML experiments, trading backtests, forecasting notebooks, rolling CV logic, or any model evaluation where past-to-future chronology matters.6
13. 3613Web Fetchcode-yeongyu/web-fetchFetch a URL and save the body to a temp file so you can pipe it through rg / jq / awk instead of dumping the whole page into the conversation. Use this whenever a user gives you a URL to read - articles, docs, PRs, gists, README files, blog posts, anything HTTP. Returns a path on disk; the agent then greps the path for the relevant section and quotes only what matters. Strongly preferred over the built-in webfetch tool when (a) the page is more than a few KB, (b) the user wants to find a specific phrase / table / code block on the page, (c) you need to keep the long page out of context, or (d)6
14. 3614Webclaw3fatmind/webclaw3浏览器自动化 / 网页数据采集 / 爬虫抓取——用你自己的 Chrome 和已登录状态干活，不用重新登录、不用交账号密码、不怕反爬。所有需要操作浏览器的活都走这个 skill。 场景一（日常上网干活）：搜东西、看网页、查数据、抓列表、导表格、下载内容，或者在网站里动手操作——点按钮、填表单、发内容、和商家聊天；包括必须登录才能看的页面，如小红书、抖音、微博、推特(X)、知乎、B站、公众号、淘宝、拼多多、Shopify 后台等。 场景二（沉淀成 skill）：任务跑通了，用户说"帮我提炼""以后每天自动跑"，把这次探索固化成可反复运行、零 token 的本地脚本 skill，可配定时任务。 场景三（修复）：网站改版导致之前生成的 skill 跑失败了，用户来找修，本地直接修好。 (EN) Browser automation and web scraping that drives your own logged-in Chrome — explore once, distill it into a free, deterministic skill you can rerun daily.6
15. 3615Workflow Herdrletya999/workflow-herdrStart a Herdr work run for a change. Use when starting work, doing a task in Herdr, splitting work across panes, or chatting from a Herdr terminal - even if they just say do this. Do NOT use for a solo one-pane edit, headless delegates, or product job queues.5
16. 3616Xbloom Studio Reciperyunana/xbloom-studio-recipe-skillGenerate device-constrained xBloom Studio App recipes from coffee-bean parameters, with C40 conversion, RO-water compensation and one-variable troubleshooting; then load and brew the reviewed recipe on a real machine over local Bluetooth.6
17. 3617Xhs Studiowaynefu2020/xhs-studioPublishes image-text notes to Xiaohongshu (小红书) via a local MCP server. Supports text, images, tags, visibility settings, and scheduled publishing. Also supports searching trending content. Use when user asks to "post to XHS", "发小红书", "publish to Xiaohongshu", or "搜索小红书热点".6
18. 3618XiaocievoworkAI/xiaoci-skill中文成稿的去 AI 味清理工具（消磁）。识别并清除中文文本里的模型写作痕迹：翻案腔、 破折号揭晓、提示语冒号、空转句引列表、段首零回指评论、相邻句结构同款、大纲式编号小标题、 理想化拟人喻体、翻译腔、宣传腔、模糊归因、助手元话语残留。 当用户说「去 AI 味」「改得说人话」「太像 AI 写的」「像 ChatGPT 写的」「润色得自然点」 「过一遍 AI 痕迹」「humanize 中文」「deslop」「这稿子读着假」时使用。 也可在 AI 参与写作的稿件定稿发布前主动调用。 Use to remove AI writing tells from Chinese text while preserving facts, register and voice.6
19. 3619Xl AI Language40508597/xl-ai-language为新项目设计、已有代码纳管、功能变更、架构重构和一致性校验提供任务架构流程。显式要求使用 Xl-Ai-Language 或任务架构流程，或当前项目存在 architecture.json 或 architecture/ 时，按本次任务范围启用。纯概念问答、只读查看和一次性实验走轻量路径。5
20. 3620Yz Dragon Head Tacticssysean/dragon-head-tacticsUse when 问龙头战法/游资手法/打板回测。含分歧买点、情绪周期、游资席位画像、唯一最高标回测。6
21. 3621Zero LeroViniciusStanula/Zero-LeroRemove padrões de escrita de IA de textos em português brasileiro. Use ao redigir, editar ou revisar qualquer prosa em pt-BR para eliminar os tiques previsíveis de texto gerado por máquina.6
22. 3622方源 PPT 单页逻辑梳理Liuguanyi2125/ppt-copywriting-logic-skill当用户需要把原始材料、会议纪要、论文/方案资料、领导给的散乱内容或已有 PPT 页面，梳理成 PPT 页面级结论、文案层级、逻辑关系、页面结构和 AI 视觉提示词时使用。 Trigger: "帮我梳理 PPT 文案", "这页 PPT 逻辑怎么排", "把这些内容整理成 PPT", "方源 PPT 单页逻辑梳理", "方源梳理 PPT 文案", "PPT 页面文案和逻辑6
23. 3623Aelfscan SkillAelfScanProject/aelfscan-skillAelfScan explorer data retrieval and analytics skill for agents.5
24. 3624Agentic Sprintvivialiudesign/agentic-sprintRun a structured multi-agent design sprint to generate, evaluate, and select ideas using specialized AI agents. Use this skill whenever a user wants to explore a product or design problem using multiple perspectives, run a design sprint, brainstorm with different "hats" (user/business/data/system/design), evaluate ideas against principles, or converge on a direction from many options. Trigger this when users say things like "run a sprint on X", "help me think through this from different angles", "I need to explore this problem", "lets do an agentic sprint", or "what would the user/business/dat5
25. 3625AI Nativeinitxy/ai-nativeTurn a repo into an AI-native project — lay down AGENTS.md, standard verbs, gates, a doc-hygiene check, and the spec directory. Use when asked to initialize or set up a repo for coding agents, add or rework AGENTS.md, make a project AI-native, or re-run / upgrade that setup. Works on new and existing repos.5
26. 3626AI Repo Safetyletya999/ai-repo-safety-skillGit-hook-backed secret and supply-chain gates for AI-coded repos. Use when initializing a repo, handling a leaked secret, making a public release, or when the user names this skill. Do not load just because a coding session started.5
27. 3627Ais Chat Buildermgkurz/ais-chat-builderErstellt fertige, copy-paste-fähige AIS.chat-Vorlagen für den Schul-KI-Chatbot AIS.chat. Deckt alle drei Vorlagentypen ab: Lernszenarien, Dialogpartner und Assistenten. Verwende diesen Skill immer, wenn jemand AIS.chat-Vorlagen erstellen, optimieren oder überarbeiten will, auch bei indirekten Formulierungen wie "erstelle ein Rollenspiel für den Unterricht", "ich brauche einen KI-Dialogpartner", "Szenario für Moodle mit AIS.chat", oder "Unterrichtsassistent mit KI". Der Skill erkennt automatisch, welcher Vorlagentyp gemeint ist, und liefert formatierte Ausgaben mit korrekten Zeichenlimits und w5
28. 3628Apple Higebuntario/apple-higDesign and build interfaces that follow Apple's Human Interface Guidelines for iOS, iPadOS, macOS, watchOS, tvOS, and visionOS. TRIGGER on: "iOS app", "iPadOS", "macOS", "watchOS", "tvOS", "visionOS", "SwiftUI", "UIKit", "AppKit", "HIG", "Apple design", "iPhone UI", "Mac app", "Apple Watch app", "Vision Pro", "SF Symbols", "Dynamic Type", "Dark Mode", "Liquid Glass", or any request to build, mock, or review a user interface meant to ship on an Apple platform — even when "HIG" is not said. Also trigger on web or Figma mockups that the user explicitly wants to feel native to Apple. Always run Ph5
29. 3629Art DirectorNewenergyEric/art-director-skillHelp art directors turn references, taste and samples into a shareable project pack, then guide teammates and agents to create, review and deliver consistent components. Use for art-direction setup, visual systems, multi-category production and revisions in games, UI and campaigns.5
30. 3630Auto Experimentzxl696/smallmodel-auto-experiment-skill自动化超参数/架构搜索循环。给定模型代码、数据集和优化目标，自动生成 train.py，经双 agent 审计门禁通过后，循环调用 DeepSeek 提出改进建议、训练、用 git 追踪每轮变更，保留最优配置和 checkpoint。5
31. 3631Awaken Agent SkillsAwaken-Finance/awaken-agent-skillsAwaken DEX trading and market data operations for agents.5
32. 3632Basta De Rellenosohantanna/stop-slop-spanishElimina los rasgos de escritura de IA en textos en español. Úsala al redactar, editar o revisar prosa para quitar las marcas predecibles de la IA, con cobertura de todas las variedades del español.5
33. 3633Bilibili Audioshuolsure/bilibili-audio-skill下载B站视频音频。支持单个视频下载和批量下载UP主所有视频。当用户提供B站视频链接（bilibili.com、b23.tv）、要求下载B站音频、下载B站视频、提取B站音频、或批量下载某个UP主的视频时使用。触发词：B站下载、bilibili下载、下载B站音频、B站音频、哔站下载。5
34. 3634BlenderLevyBytes/AI-SKILL-blenderUse when working with Blender workflows or Python APIs: .blend files, bpy scripting, operators, add-ons, extensions, animation, rigging, modeling, geometry and shader nodes, materials, UVs, sculpting, painting, cameras, lighting, rendering, compositing, video editing, linked libraries or user-interface controls. Not for other DCC applications or general Python unrelated to Blender.5
35. 3635Break Risk Intelc0urag1/break-risk-intel-skillBlack/grey-market intelligence analysis assistant based on JDArmy/BREAK for risk-control, anti-abuse, anti-fraud, trust & safety, and business security teams. Use for 黑灰产情报分析, 风控 case 分析, 反作弊, 反欺诈, 业务安全, 薅羊毛, 刷单, 撞库, 爬虫, 账号风险, 代理IP, 设备风险, 营销风险, 支付金融风险, 商家作弊, 内容刷量, fraud risk, anti-abuse, trust and safety, abuse investigation. Maps cases to BREAK business-risk taxonomy and produces observables, hypotheses, investigation plans, controls, risk matrices, and reports.5
36. 3636Build DnaSudiddii/build-DNABuild-DNA is a Claude skill that turns your skills, experiences, and unfair advantages into a business. Not another idea generator — your personal business brain. Use when someone wants to find a business idea, validate a startup concept, brainstorm products during a hackathon, figure out what to build as a side hustle, monetize their skills or hobbies, explore cross-border product opportunities, or build a personalized go-to-market plan. Activate for any of: "I want to start a business", "what should I build", "help me find an idea", "hackathon idea", "how do I make money from X", "side hustl5
37. 3637Card SkillKKenny0/card-skillTurn supplied text or evidence into PNG cards, article covers, and explanatory illustrations. Use for content-to-image requests, including card series and reading-note visuals.5
38. 3638Cavemenkoruslanlap/cavemenkoУльтра-стиснутий режим спілкування українською. Pro-drop, тире замість зв'язки, short forms, наказовий спосіб, English tech terms. Скорочує output на 60-75% при повній tech точності. Рівні: lite, full (default), ultra. Activate: "печерний режим", "говори як печерний", "менше токенів", "/cavemenko".4
39. 3639Charmojiwebkubor/charmoji-sticker-skill微信表情开放平台静态表情投稿全流程 SOP —— 一张 IP 正面照进，整套可提交素材出。覆盖 IP 命名与简介文案、9 情绪选题、museav 中台批量出图、240×240 表情图 / 750×400 详情页横幅 / 240×240 封面 / 50×50 聊天面板图标切图、透明背景与白描边机检、含义词字数校验、赞赏三件套、付费表情（10 微信豆）、审核红线与高频拒因；上架后还能一条命令出 1080×1920 竖版推广视频（合成走 reel-kit）。触发词：微信表情、表情包、表情专辑、表情投稿、提交表情、表情形象、微信表情开放平台、sticker、表情审核、含义词、赞赏引导图、付费表情、微信豆、表情封面、聊天面板图标、表情推广视频、表情包宣传片、表情串成视频。5
40. 3640Chinese Law Paper WritingVictorTran1023/law-paper-writing-skill用于中文法学期刊论文选题、写作、修改和引注核查；不用于专著、学位论文、合同、法律意见书、诉讼文书或个案咨询。涵盖CSSCI投稿、提纲、正文、摘要、引注体例与格式规范、Obsidian资料引用、目标期刊适配、需求拆解（五问）、材料边界、推理链审查、文献综述、审读反馈落实、正文改写、行文生硬问题及论文版本管理。5
41. 3641Claude Design Idea to Readychohra-med/claude_design_skillTake a UI from a one-line idea to on-brand, shippable design with Claude, in the correct order — brand foundation first, then components, screens, interactions, accessibility, and only then generation via /design. Use whenever someone wants to design, redesign, or generate a screen, page, component, or onboarding flow and wants the output to match an existing brand instead of looking like generic AI UI. Triggers on "design this screen", "build a UI for", "make this on-brand", "redesign", "generate a page/component", "use /design", or any task that will produce visual interface.5
42. 3642Claudeshrinkg-akshay/ClaudeShrinkAutomatically compress large natural text or log files before processing. Trigger when the user pastes massive text blobs, or asks to analyze a large file (logs, docs, transcripts), or provides a prompt that is too large for the context window. DO NOT trigger on source code files or structural data (JSON, XML).5
43. 3643Clinical Eda ReportJeonKH81/MediStat-EDA의학연구 tabular 데이터(.xlsx/.csv)에 대해 한국어 단일 HTML EDA 리포트를 자동 생성하는 스킬. 행이 관찰 단위(환자·내원·병변·검체 등), 열이 변수인 모든 의학연구 데이터셋이 대상이며 연구 디자인(후향/전향 코호트, RCT·임상시험, case-control, cross-sectional, registry, survey 등)을 가리지 않는다. n·변수 타입별 요약, 결측 패턴, 분포 플롯, 이상치(implausible value) 감지, 선택적 소그룹별 Table 1, 상관관계 heatmap, VIF를 모두 한 파일에 임베딩한다. 사용자가 임상연구·관찰연구·임상시험·환자 데이터·registry·연구 데이터셋·엑셀/CSV 파일을 업로드하면서 "EDA", "데이터 탐색", "탐색적 분석", "기초통계", "Table 1", "결측 보고", "분포 확인", "데이터 살펴봐", "데이터 점검" 같은 표현을 사용하면 적극적으로 트리거하라. 단순 통계 분석(t-test, Cox regression 등)이나 가설 검정 요청, 시각화 1개만 요청한 경우는 대상이 아니다. raw 영상(DICOM/JPEG)·ECG waveform·자연어 free tex5
44. 3644Collage Designpolgarp/collage-designCreate beautiful cut-and-layer collage art in .svg and .png using a collage philosophy, sourcing real open-licensed imagery and composing it into a single crafted piece. Use this skill whenever the user asks for a collage, photomontage, cutout composition, cut-and-paste artwork, mixed-media poster, or any single artwork made by cutting and layering multiple found/photographic images into one composition — even if they don't say the word "collage." This is for creating a finished art piece, not arranging a moodboard grid, removing a background from one image, stitching a panorama, or generating4
45. 3645Cra ReadinessKillerz007/cra-readiness-skillEvidence-backed readiness assessment of a software or hardware product against the EU Cyber Resilience Act, Regulation (EU) 2024/2847, using the pinned Official Journal text, Implementing Regulation (EU) 2025/2392 and the Commission's 2026 guidance. Use when the user mentions the CRA, Cyber Resilience Act, CE marking for software, products with digital elements, Annex I essential requirements, SBOM obligations, vulnerability handling, the 11 September 2026 reporting duty, ENISA single reporting platform, support period, substantial modification, important or critical products, or asks to prepa5
46. 3646Create Research Experiment RepoShiba-hua/create-research-experiment-repo为委托实验执行者开展工作的科研负责人，对齐报告、图表、目录和审批职责，获批后构建可追溯的实验管理仓库。适用于 Coding Agent、人类实验员或实验设备团队；不代替具体学科的实验设计与安全规程。5
47. 3647Depth Lockmalakhov-dmitrii/depth-lockLock scope, review rounds and wall-clock checkpoints before non-trivial work, and send everything outside the task to follow-ups. Use at the start of any plan, feature, fix train or multi-agent workflow, when a review loop starts repeating, when findings drift beyond the task, or when the operator says "не полируй", "не растягивай", "полировка круглого камня", "stop polishing" or "timebox".5
48. 3648Doc Buildernaggarwal1/doc-builderTurn rough content into a clean, branded, responsive interactive HTML document. Trigger on "interactive doc", "HTML doc", "turn this into a doc", "make this look good", "style this", or when the user wants a document output instead of a PDF. Covers pitch decks, investor updates, sales proposals, one-pagers, articles, memos, strategy docs. Output is a single self-contained HTML file with TOC, collapsibles, slide nav for decks, and paged layouts for proposals. Works on mobile and prints cleanly.5