#SkillRepo stars

1. 3505Agentbuff Presentationnugrahalabib/AgentBuff-Presentation-SkillsCreate stunning presentations and deliver them in any format — an interactive HTML deck, PDF, PNG/JPG images, or PPTX (PowerPoint) — with every export pixel-identical to the HTML. Build from scratch or convert an existing PowerPoint. Works with ANY coding agent that has filesystem and shell access (Claude Code, Codex, Hermes, OpenClaw, Gemini CLI, and others), not just Claude. Use when the user wants a presentation, slides, a deck, a pitch, or to export/convert slides to PDF, images, or PowerPoint. Helps non-designers discover their aesthetic by seeing visual previews rather than describing ta6
2. 3506AI Citation Auditormadrank8/ai-citation-auditorAudit any page to predict whether AI search engines (Google AI Overviews and AI Mode, ChatGPT, Perplexity, Gemini, Claude) will cite it, then return a prioritized fix list. Scores 6 dependency-free layers gated by a retrieval-rank prerequisite: answer-first extractability, evidence corroboration, consensus alignment, source-quality fingerprint, SEO-slop detection, and machine structure. Runs on native web fetch and search or on pasted content, with no paid APIs, connectors, or crawlers required. Two modes: AUDIT (URL or draft in, scored scorecard plus fixes out) and REWRITE (turn one section i5
3. 3507AI Slop Cleaner En Rutuwulalo/ai-slop-cleaner-en-ruDetect and clean AI-generated text ("AI slop"), bilingual EN + RU. Use to rewrite AI clichés, "it's not just X, it's Y", "delve", "under the hood", "важно отметить", "под капотом", the rule of three, into natural human prose, or to check whether text was written by a neural network / ChatGPT and rate its "AI-likeness". Detects the text's register first (official / press / blog / forum) and rewrites within it: no slang in a formal post, no officialese in a casual one. Tells decorative AI emoji (🚀💡✅ markers) from genuine human emoji. Двуязычный детектор и чистильщик ИИ-текста: проверить, напис6
4. 3508Alternative Coffee IntelligenceElmatadorZ/alternative-coffee-claudeskillAlternative Slowbar coffee intelligence — scientific analysis from seed to cup using First Principle + System Thinking. Covers: varieties, terroir, cultivation, disease diagnosis, processing, roasting physics/chemistry, extraction science, brewing, business strategy, storytelling. ALWAYS trigger for coffee-related questions requiring scientific depth. DO NOT trigger for simple recipes or general food questions. Style: science-driven, farmer-first, quality-obsessed.6
5. 3509Aperturelukethecat/apertureA skill for AI agents that want to produce better daily reports and discover more of what their users actually want. Scans source front pages, diffs them against yesterday, prescreens with a weighted profile, reviews with an LLM, deduplicates, publishes, and evolves the profile from user feedback. All decisions go to an append-only tape for audit and replay.6
6. 3510Apple DesignXOVIET-GAME/apple-design-skillComplete Apple Human Interface Guidelines (HIG) and Apple Design System standard. Use when designing, building, or auditing UI/UX for iOS, iPadOS, macOS, watchOS, visionOS, or Apple-styled web and mobile applications.6
7. 3511Arcade Rom 3d Remastermuzbox1973/arcade-rom-3d-remasterTurn a classic arcade ROM set (MAME .zip such as galaga.zip, pacman.zip, digdug.zip, xevious.zip) that the user provides into a browser 3D remaster - the original program ROMs run unmodified on an emulated board, only the picture is replaced by a Three.js voxel renderer, and the original sound-chip performance is re-rendered in high quality. Use this whenever the user hands over a MAME/arcade ROM file or zip and wants it renewed, remastered, rebuilt in 3D, "리뉴얼", "리마스터", "3D로 만들어", "롬파일로 게임 만들어", or wants an old arcade game to look modern while playing exactly like the original - even if they 5
8. 3512Audit Codebasebogenc/audit-codebaseAudit a codebase for security vulnerabilities by first mapping its attack surface (reconnaissance), then spawning specialized parallel sub-agents that hunt for specific vulnerability classes, each armed with the matching reference file bundled in this skill. Use this whenever the user wants a security review, a vulnerability scan, an audit, a pentest-style pass, or asks "is this code safe / exploitable", "check X for vulnerabilities", "review the auth", or points at a repo, service, or directory and asks what could go wrong. Trigger even when the user names only a stack ("audit my Django API")6
9. 3513Auto Iteraclfhaha1234/auto-iteraUse when the user wants to autonomously search for the best AI/engineering approach across competing candidates (prompts, models, retrieval strategies, architectures, algorithms) — give it a goal + candidate arms + success threshold, it runs the experiment to a defensible ship-or-kill verdict. Autonomously handles sourcing real production data, scoring arms in parallel, diagnosing per-row, sprint-and-generalize iteration, and writing the conclusion doc. Built-in safeguards (held-out test discipline, variance-floor checks, generalization gates) keep the verdict trustworthy.6
10. 3514Awesome Ieee ReportEnesDemir143/awesome-ieee-reportGenerates IEEE-format LaTeX technical reports from project requirements and codebase evidence, using academic prose, pseudocode-only explanations, BibTeX references, and IEEEtran formatting.6
11. 3515Behavioral Design Guidevaleria-adiatullina/behavioral-design-claude-skillGuide users through the complete behavioral design cycle — from defining a target behavior to diagnosing barriers, designing interventions, testing, and scaling. Draws on published frameworks for process design (DECIDE, SIDE), barrier diagnosis (COM-B, 3B, Fogg B=MAP, CREATE), intervention design (EAST, MINDSPACE, BCW), sustained motivation (SDT), and ethics (APEASE). Also guides experiment design, results analysis, and scaling. For UX researchers, product managers, and behavioral designers.6
12. 3516Biz Lenssidtheone/biz-lensResearch-backed business strategy advisor using MBA frameworks — no MBA required. Use when users discuss business viability, revenue models, market opportunity, pricing, competitive analysis, growth planning, or any business problem that needs structured thinking. Also trigger when users mention frameworks by name (SWOT, Porter's Five Forces, Blue Ocean, etc.) or say things like "is this business idea worth it?", "how should I price this?", "who are my competitors?", "should I launch this?", or "help me think through this business problem." Trigger even without MBA jargon — if they're describi6
13. 3517Build Your Own Componentethankongee/build-your-own-componentGenerate a complete UI component library with 24 components (Accordion through Tooltip). Supports React or Vanilla JS. Can produce 1-3 design variations for side-by-side comparison. Use when the user wants to create a component library, design system, UI kit, or build reusable UI components.6
14. 3518Building Rainwater Harvestingdungnotnull/building-rainwater-harvesting-agent-skillA production-grade harness for Building Rainwater Harvesting & Water Reuse analysis and design. Use when the user needs rainwater harvesting system design, water reuse assessment, rainfall calculations, storage sizing, treatment design, or compliance with rainwater standards. This skill provides structured, evidence-backed outputs combining real-time data aggregation, recognized domain methods, and academic research into a single orchestrated workflow with risk/limitation-disclosed recommendations. Always invoke when user mentions rainwater, water harvesting, water reuse, stormwater, building 6
15. 3519Chinese De AI Writingtangwenwen-md/chinese-de-ai-writing中文去 AI 味：审稿、改稿、写作、流水线审核四种模式，专管简体中文。规则按证据分级：只有人机语料实测成立的特征才当硬规则，社区共识特征要"命中且空泛"才改，已被实测推翻的流行规则（调句长、删设问、删比喻、加口语词、加错别字、同义词替换）明确不用。 最高约束是信息守恒：不编造经历、病例、数字、引文，不改论断强度。医学内容尤其如此。 附 scripts/zh_ai_scan.py：量化扫描破折号、翻案腔、提示性冒号、段首零回指等 10 项实测特征，给出每千字密度和人机基线对照。 文体分档：小红书/社媒、口播稿与短剧台词旁白、科普、正式文书（标书、汇报、公文）、中文学术。 触发词：「去AI味」「去 AI 味」「AI味太重」「AI腔」「一眼AI」「像AI写的」「不像人话」「说人话」「改得像人写的」「这段有没有AI味」「帮我审一下AI味」「口播稿太书面」「台词不像人说的」「小红书文案太AI」「标书AI味」「中文humanize」。 也用于 Claude 自己产出中文正文（小红书文案、科普稿、台词、汇报）之后的自检。 不管：英文文本；以"降低知网/朱雀 AIGC 检测率"为唯一目标的改写（本 skill 改的是写法，不承诺过检测，也不用错别字、回译等对抗手段）；视觉层面的 AI 味；剧情结构与留存。6
16. 3520Claude Code Startercassmtnr/claude-code-starterAnalyze a project's tech stack and generate comprehensive Claude Code configuration files (.claude/ directory with CLAUDE.md, skills, agents, rules, and commands). Use when setting up Claude Code for a new or existing repository.6
17. 3521Cockpit UI SkillKrasAndy/cockpit-ui-skill暗色 cockpit 风格的 UI/UX 词库与 cheatsheet。Claude 在开发能源 / 工业驾驶舱、暗色 dashboard、B 端 SaaS 前端时加载本 skill,会按 cheatsheet 中的三主题 token、字号 / 间距 / 圆角 / 阴影梯度、6 个核心组件 API(LayoutShell / SplitPane / ResponsiveGrid / DataTable / ThemeProvider / I18nProvider)以及实际可导出的 React + TypeScript 代码。6
18. 3522Code Animationsberiki770-ship-it/code-animationsMake "code-rendered" animated videos where a program draws every frame (Canvas 2D + procedural Web Audio), rendered headless to MP4 in 16:9 / 9:16 / 4:5 from one timeline. Use for animated explainers, technical walkthroughs, diagrams in motion, and procedural sound or music, where the output should be editable code and not generated pixels.5
19. 3523Code Forgetercel/code-forgeComplete Codex development workflow for turning requirements, feature docs, or prompts into working code. Use when the user asks to plan implementation work, execute tasks, enforce TDD, review source code, fix bugs, debug failures, verify completion, manage worktrees or branch finishing, dispatch parallel agents, port a project to another language, check progress, or run an end-to-end build flow. Supports complex orchestration across plan -> impl -> review -> fix -> verify, plus build, forge smart dispatch, worktree, finish, parallel, port, tdd, debug, and status workflows. Every workflow here6
20. 3524Codesplainopitaru-sys/codesplainUse when working in a coding project owned by a non-coder - when the project root contains CODESPLAIN.md, when the user invokes /codesplain (to bootstrap a project or ask a question), when a consequential technical decision comes up during building, or when explaining a bug or fix to the owner in plain language.6
21. 3525Coding Quality Loopzaingz/coding-quality-loopUse when a coding agent must turn a software goal, bug, issue, or refactor into a small, verified, independently reviewed code change.6
22. 3526Contributor Codebase Analyzeranivar/contributor-codebase-analyzerDeep-dive code analysis with periodic saving. Contributor mode reads every commit diff for annual reviews, accuracy rates, and promotion readiness. Codebase mode maps repository structure, cross-repo relationships, and enterprise governance. Works with GitHub (gh) and GitLab (glab). Saves checkpoints incrementally for resume across sessions.6
23. 3527Create OperatorriceshowerX/arknights-operator-skillDistill an Arknights operator into an AI Skill. Generate Knowledge + Persona with 5-layer structure, evolution support. | 将明日方舟角色蒸馏成AI Skill，生成知识库+5层人格，支持持续进化。6
24. 3528Cutedynocutedyno/cutedyno-agentPublish and schedule social posts for TikTok, Instagram, Facebook, LinkedIn, and YouTube via REST API, hosted MCP, stdio MCP, or JSON CLI. Trigger for: social media publishing, scheduling, OAuth account connection, media upload, multi-profile agencies, or any mention of "cutedyno".6
25. 3529Detection Rule Bypass AnalyzerDetectEng-SOCLabs/detection-rule-bypass-analyzerHelps detection engineers identify coverage blind spots in system command execution detection rules, evaluate bypass risks, and reduce false negatives. Strictly limited to system command execution rules; not applicable to browser credential theft or abnormal process creation without command semantics.6
26. 3530Douyin Doubao Analyzersonglitong521-oss/douyin-doubao-analyzer抖音视频链接 → 豆包内容分析。收到抖音视频链接（v.douyin.com 短链、www.douyin.com/video 链接、iesdouyin 分享链接或含链接的分享口令文本）且带分析需求时触发。豆包（doubao.com，抖音账号登录、免费）因背靠抖音数据管道，能解析其他 AI 无法解析的抖音视频内容；本技能负责：清洗并展开链接提取视频元信息 → 按场景生成两段式豆包提示词（先发口令触发视频识别，再在同一会话要结构化输出）→ 投喂豆包（人工粘贴为主，Playwright 半自动桥接为辅）→ 等豆包分析完成 → 回收返回内容做校验、去噪、结构化整理并落盘。适用："帮我分析这个抖音链接""抖音视频总结""拆解这条抖音""抖音爆款分析""这个抖音视频讲了什么""用豆包分析抖音视频""抖音选题对标"等请求。只做个人创作学习参考，不批量抓取、不绕过平台限制。6
27. 3531Ecommerce SEO Auditaffilino/ecommerce-seo-audit-skillComprehensive ecommerce SEO audit for product pages, collection pages, technical SEO, log file analysis, and competitor research. Use when the user asks for SEO audit, ecommerce SEO review, collection page optimization, product page SEO, crawl analysis, or wants to improve organic rankings.6
28. 3532Econ Management Paper Polishlinkingoscar/econ-management-paper-polishWrite, polish, translate, and review Chinese and English economics, management, and related business-school papers. Preserve evidence and author intent; adapt argument and prose to the field, section, and audience. Use for 经管论文润色、 中英学术翻译、引言与结果写作、方法表述诊断、期刊适配和审稿回复。5
29. 3533Electrical Takeoffhamzaabduljabbar/autoConst-electrical-takeoffLighting/electrical fixture takeoff from a vector PDF drawing set. Runs drawing-pack QA, reads the luminaire schedule (OCR when it is drawn as outlines) and asks for approval of the fixture list, then counts every fixture by tag AND by drawn symbol, measures linear runs in feet from the vectors, verifies with crops, and writes an Excel BOQ with derived quantities plus a clickable HTML drawing viewer with every fixture marked. Use when someone wants an electrical, lighting or fixture takeoff, a luminaire count, linear feet of light fixtures, or to audit a lighting count.5
30. 3534Elementor Pro Designer Skilljainshwetank/elementor-pro-designer-skillUse this skill whenever helping someone build, design, or troubleshoot layouts in Elementor Pro V4 using the visual editor. Triggers on ANY mention of Elementor, page builder, Flexbox widget, Div block, section layout, widget configuration, responsive breakpoints, dark mode, scroll animations, Interactions tab, Variables Manager, Class Manager, Custom Code snippets, or any visual design work inside the Elementor panel. Also trigger when someone asks how to position elements, set spacing, apply typography, configure dark mode, prevent FOUC, or build scroll-triggered effects in Elementor. ALWAYS5
31. 3535Email HTML QAEmailBoutique-Digital-Inc/email-html-qa-skillOpinionated, pre-send QA for HTML email. Use when reviewing, auditing, or QA-ing HTML email code before it ships — checking rendering across clients (Outlook Windows/Mac, Gmail, Apple Mail/iOS), forced dark mode, responsive / mobile, code size and Gmail clipping, accessibility mechanics, images, links/CTAs, preheader, personalization fallbacks, and that client-specified compliance elements are present and functional. Also reads and reports the authentication results (SPF/DKIM/DMARC) and unsubscribe headers from a received message. Reports findings by severity and diagnoses before changing code6
32. 3536Embedded Systems ArchitectZachariah9420/embedded-systems-architectEmbedded systems and Edge AI architecture assistant for development-board projects. Use when the user works with dev boards, SoC, MCU or microcontroller (datasheet, TRM, HDK, schematics), firmware or RTOS development, cross-compilation, SDK / BSP / sample code, board families such as Jetson, Raspberry Pi, ESP32, STM32, deploying AI models to NPU / TinyML runtimes (ONNX, TFLite, vendor toolchains, operator compatibility, quantization), estimating performance / memory / power, or flashing, recovery and board bring-up. 嵌入式系統與 Edge AI 開發助手:開發板與 SoC 評估、韌體 / RTOS / 微控制器 開發、交叉編譯、SDK/BSP/sample code 分6
33. 3537End Game Thinkingshosmer/end-game-thinking-skillStrategic foresight methodology for reasoning backward from possible futures to identify defensible positions in the present. Combines backward induction, inversion, premortem analysis, regret minimization, and scenario stress-testing into a structured exercise that produces a written artifact. MANDATORY TRIGGERS: end game thinking, endgame, what positions should I hold, how do I prepare for AI, future-proofing, strategic positioning, what happens when AI, stress test my strategy, what are my blindspots, competitive positioning for AI, scenario planning, backward induction, inversion exercise,5
34. 3538Flow Video Recordermuayadjamal/flow-video-recorderUse when the user wants to record a screen-capture video of a flow through an app: a walkthrough, product demo, feature tour, or reproduction, driven either in a browser with Playwright or in a native iOS app on the simulator with Maestro, with a visible cursor and tap ripple, on-screen step captions, an optional voice-over (ElevenLabs, OpenAI, macOS say, or any local TTS) in sync with the picture, optional motion-graphics explainer scenes spliced between recorded steps with animated transitions, and high-resolution MP4 output. Triggers: "record a demo video", "make a walkthrough / tour video"6
35. 3539Generate Google Ads Performance Reportmhuang74/googleads-analyst-skillGenerate performance report for a Google Ads account. Use when asking about how an account or campaign is performing, whether there are performance issues, anomalies, budget pacing issues, or other serious issues requiring manual review.6
36. 3540Gpt Pro199-biotechnologies/claude-skill-gpt-proPackage files + structured prompts for manual copy-paste into GPT-5.4 Pro for deep reasoning review. Use when user says 'send to GPT Pro', 'GPT Pro review', 'ChatGPT Pro review', 'prepare for GPT', 'package for GPT Pro', 'get GPT to review', 'GPT Pro analysis', 'upload to ChatGPT', 'gpt-pro', '/gpt-pro', 'pack for GPT', 'bundle for ChatGPT', 'have ChatGPT check this', 'send this to GPT', 'GPT deep review'. Creates structured prompt + file bundle as tar.gz in ~/Documents/GPT Pro Analysis/ and copies prompt to clipboard for manual paste into ChatGPT Pro.5
37. 3541Ground Truthglichtenthal/ground-truthActivates ground-truth mode -- a critical thinking partner with hard anti-sycophancy rules. Use whenever someone shares a plan, idea, decision, interpretation, or work product and might be seeking reassurance instead of honest assessment. Trigger on any of: "what do you think," "does this make sense," "is this a good idea," "review this," "am I missing something," "how does this look," "does this hold up," "should I do X" -- or any context where agreement would be the path of least resistance. Default mode is calibrated honesty, not pushback for its own sake. This skill is the advisor who will6
38. 3542H3 Multimodal Lora Trainingchengyansen-ai/h3-multimodal-lora-trainingPlan, audit, configure, run when authorized, evaluate, and package MiniMax H3 LoRA training for images, video, stereo audio, motion, and true Ref2VA reference conditioning. Use when a user wants an auditable H3 LoRA dataset or training run; do not use for prompt-only Hailuo generation or unrelated image-model LoRA training.6
39. 3543Handmade Paper Agro Wastedungnotnull/handmade-paper-agro-waste-agent-skillHandmade Paper Production from Agricultural Waste — Professional-grade evidence-backed analysis harness for handmade paper and agro-fiber processing. Use this skill whenever users mention handmade paper, agricultural waste processing, paper production from agro-fibers, straw pulping, bagasse paper, banana fiber paper, paper properties testing, TAPPI standards, or any handmade paper manufacturing analysis. This skill applies to practitioners needing process optimization, researchers requiring academic evidence integration, and decision-makers seeking risk-disclosed recommendations.6
40. 3544HTML to Explainer Videoamliuyong/html-to-explainer-video把任意主题做成讲解/科普视频并渲染成 MP4（HTML/CSS/GSAP 画面 + 确定性逐帧渲染 + 配音（默认阿里云百炼，可切 edge-tts / 火山）+ 词级硬字幕）。触发场景：要做科普/讲解/教学/知识/产品类视频、「讲一下 X 做成视频」、要挑某种视觉风格（极简/数据/赛博/电影感/品牌）出片、要出抖音封面/竖版封面/9:16 封面、要用 html-video 那种模板化画面但更稳的音画同步、anything2explainer 换 HTML 渲染，或提到 html-to-explainer-video / HTML 讲解视频 / explainer video / MG 视频。内置 23 个模板风格（8 类）与 40+ 动作词汇的动效库，主题驱动模板编排；支持 4K60、快门运动模糊、多进程提速、断点续渲；流程含六个用户确认点（渲染通道是硬闸门）。独立可移植，不依赖 html-video / anything2explainer。5
41. 3545Hubspot AI Contextchadstamm/claude-skill-hubspot-ai-contextFill HubSpot's AI Context page (Business tab + Customers tab — ICPs and Personas) by crawling a client website, researching competitors and brand reputation (positive + negative), and generating click-to-copy paste-sheet HTML. Use when setting up a new client in HubSpot's AI/Breeze Intelligence layer or when refreshing existing context. Triggers — "fill out AI context", "set up HubSpot ICPs", "create paste sheet for [client]", "generate Breeze Intelligence context", "research competitors for [client]".6
42. 3546Humanizer HuDexxter182/humanizer-huMagyar szöveg megfogalmazási szabályai generáláshoz: ne hangozzon AI-nak, és csak azt állítsa, amit a kérés vagy a forrás tartalmaz. Hívd meg, amikor magyar user storyt, specifikációt, ADR-t, jegyet, dokumentációt, e-mailt vagy ügyfélszöveget írsz: a hívó feladat adja a szerkezetet, ez a skill a nyelvet. Akkor is, ha a kérés "humanizáld" vagy "írd emberi hangon". Csak magyar folyó szövegre; gép-gép kimenetre (JSON, log, séma, parancs) ne.6
43. 3547Humanizer KoIsaacEryn/humanizer-ko한국어 텍스트에서 AI 생성 글의 티를 찾아 제거한다. 글을 자연스러운 사람의 문장으로 다듬거나 검토할 때 사용. Remove signs of AI-generated writing from Korean text (humanize Korean text). 의의 부풀리기, 홍보성 언어, 연결어미 부가절, AI 어휘, 이중 피동, 번역투, 문체 혼용, 대구 연쇄, 결산 공식, 연결어미 뒤 쉼표, 줄표 남용, 상투적 마무리 등 37개 패턴을 탐지하고 고친다. 논문 초록 과적재·단서 누적·삼중 요약 같은 학술 원고 티와 발표 대본 티는 장르 참고 파일로 따로 본다.6
44. 3548Ia Security Skillantoniocostalopes/ia-security-skillAuditoria de segurança defensiva pré-entrega para projetos Claude Code. Cobre web, mobile (MASVS), cloud/IaC, web3 e ML/AI em 18 linguagens e 34 frameworks. Devolve relatório Markdown com score 0-100, mapa de postura (seguro/menos seguro/inseguro por área), attack chains e achados detalhados; opcionalmente aplica as correções no código com confirmação por achado. Ativa quando o developer pede para auditar, fazer security review, verificar vulnerabilidades, corrigir/blindar código antes do deploy.6
45. 3549Icodeayukyo/icode-skillICODE 端到端编码工作流，适配 Claude Code、Codex、CodeBuddy、WorkBuddy。用户调用 /icode、$icode，或说“使用 ICODE”“用 icode 帮我”“让 ICODE”“Use ICODE”完成开发、日志分析、设计/代码审查、证据验证、独立复评、文档/Word/PPT、学习、工单管理等任务时使用；也用于已绑定 ICODE 工单的续接。Use when users explicitly request ICODE for an AI coding workflow, ticket-based development, code review, log analysis, documentation, or evidence verification; also use to resume a bound ICODE ticket. 支持自然语言目标与限制，不要求背命令；能力咨询只解释不执行。保留全部 /icode 子命令，复用既有步骤与安全门禁，不接管未指定 ICODE 的普通请求。5
46. 3550Image First Frontendjinshiqwq/image-first-frontendGenerate a polished frontend reference screenshot through a configurable GPT-image-2-compatible generations endpoint, save and show versioned previews inside the project, revise selected previews through a configurable /images/edits endpoint, and reproduce only the user-approved design as functional frontend code with high visual fidelity. Use when Codex is asked to design, build, restyle, or recreate a web page, application screen, dashboard, landing page, or UI component through an image-first workflow, design approval loop, screenshot-driven implementation, pixel matching, or a 1:1 frontend6
47. 3551Image Uploadiamzifei/image-upload-skillUpload images to hosting providers and get shareable URLs 新手引导：输入 `/图床 新手`、「这个怎么用」「第一次用」「能干嘛」时，走 SKILL.md 的〈新手上路〉，不要直接开始干活。6
48. 3552ImpArabianaischool/prompt-actionImprove and enhance any prompt or request before executing it. Use this skill whenever the user's message starts with "/imp" or when the user asks to "improve my prompt", "enhance this request", "optimize this prompt", or wants Claude to apply prompt engineering techniques before executing a task. The skill rewrites the user's raw request using best practices (clarity, XML structure, examples, context, role-setting), then executes the improved prompt and shows both the improved version and the result.6