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# Skill 仓库 描述 安装量
10951 nelson aspegio/nelson
Nelson Execute this workflow for the user's mission. 1. Issue Sailing Orders Review the user's brief for ambiguity. If the outcome, scope, or constraints are unclear, ask the user to clarify before drafting sailing orders. Write one sentence for outcome , metric , and deadline . Set constraints: token budget, reliability floor, compliance rules, and forbidden actions. Define what is out of scope. Define stop criteria and required handoff artifacts. You MUST read references/admiralty-templates/sa...
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10952 lovebug-report nomadamas/k-skill
lovebug-report Get the full instructions (required first step) Run this and follow its output as the primary instructions for this skill: npx -y @nomadamas/k-skill@0 instruct lovebug-report The CLI detects the current runtime (Dolshoi vault/CloakBrowser vs generic) and prints only the applicable instructions, always up to date. Helper files bundled with the CLI are listed by: npx -y @nomadamas/k-skill@0 files lovebug-report If npx is unavailable, install Node.js 18+ or follow https://github.com/...
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10953 landing-page-guide-v2 bear2u/my-skills
This skill enables creation of distinctive, high-converting landing pages that combine: - Proven Conversion Framework: 11 essential elements from DESIGNNAS for high conversion rates - Exceptional Design Quality: Bold aesthetic choices that create unforgettable brand experiences - Production-Ready Code: Next.js 14+ with ShadCN UI, TypeScript, and performance optimization Philosophy: A landing page must convert visitors AND make them remember your brand. Generic, template-looking pages fail at...
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10954 asr marswaveai/skills
When to Use User wants to transcribe an audio file to text User provides an audio file path and asks for transcription User says "转录", "识别", "transcribe", "语音转文字" When NOT to Use User wants to synthesize speech from text (use /tts ) User wants to create a podcast or explainer (use /podcast or /explainer ) Purpose Transcribe audio files to text using coli asr , which runs fully offline via local speech recognition models. No API key required. Supports Chinese, English, Japanese, Korean, and Canto...
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10955 skill-creator langchain-ai/deepagents
Skill Creator A skill for creating new skills and iteratively improving them. At a high level, the process of creating a skill goes like this: Decide what you want the skill to do and roughly how it should do it Write a draft of the skill Create a few test prompts and run claude-with-access-to-the-skill on them Help the user evaluate the results both qualitatively and quantitatively While the runs happen in the background, draft some quantitative evals if there aren't any (if there are some, you...
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10956 seedance-2.0-prompter pexoai/pexo-skills
Seedance 2.0 Prompt Designer Skill This skill transforms a user's scattered multimodal assets (images, videos, audio) and ambiguous creative intent into a structured, executable prompt for the Seedance 2.0 video generation model. It acts as an expert prompt engineer, ensuring the highest quality output from the underlying model. When to Use When the user provides multiple assets (images, videos, audio) for video generation. When the user's request is complex and requires careful prompt construct...
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10957 shared boshu2/agentops
Shared References This directory contains shared reference documents used by multiple skills: validation-contract.md - Verification requirements for accepting spawned work references/claude-code-latest-features.md - Claude Code feature contract (slash commands, agent isolation, hooks, settings) references/backend-claude-teams.md - Concrete examples for Claude native teams ( TeamCreate + SendMessage ) references/backend-codex-subagents.md - Concrete examples for Codex CLI and Codex sub-agents ref...
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10958 session-analyzer ai-native-camp/camp-2
Session Analyzer Skill Post-hoc analysis tool for validating Claude Code session behavior against SKILL.md specifications. Purpose Analyze completed sessions to verify: Expected vs Actual Behavior - Did the skill follow SKILL.md workflow? Component Invocations - Were SubAgents, Hooks, and Tools called correctly? Artifacts - Were expected files created/deleted? Bug Detection - Any unexpected errors or deviations? Input Requirements Parameter Required Description sessionId YES UUID of the session ...
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10959 team-assemble ai-native-camp/camp-2
Team Assemble 작업을 분석하여 전문가 팀을 동적으로 구성하고 TeamCreate 기반으로 즉시 실행하는 스킬. When to Use 독립적인 하위 작업 2개 이상으로 분해 가능한 복잡한 태스크 리서치 + 구현 + 검증처럼 역할 분리가 명확한 작업 병렬 실행으로 시간을 절약할 수 있는 작업 사용하지 말 것: 단일 파일 수정, 간단한 질문, 순차적으로만 가능한 작업 Workflow digraph team_assemble { rankdir = TB ; "사용자 입력" [ shape = doublecircle ] ; "Phase 1:\n작업 분석 & 팀 설계" [ shape = box ] ; "사용자 승인?" [ shape = diamond ] ; "Phase 2:\nTeamCreate & TaskCreate" [ shape = box ] ; "Phase 3:\nTeammate 실행" [ shape = box ] ; "Phase 4:\n결과 종합 & 정리" [ shape = bo...
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10960 react-hook-form-zod jezweb/claude-skills
React Hook Form + Zod Validation Status: Production Ready ✅ Last Verified: 2026-01-20 Latest Versions: react-hook-form@7.71.1, zod@4.3.5, @hookform/resolvers@5.2.2 Quick Start npm install react-hook-form@7.70.0 zod@4.3.5 @hookform/resolvers@5.2.2 Basic Form Pattern: const schema = z.object({ email: z.string().email(), password: z.string().min(8), }) type FormData = z.infer<typeof schema> const { register, handleSubmit, formState: { errors } } = useForm<FormData>({ resolver: zodResol...
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10961 compound ai-native-camp/camp-2
compound 스킬 목적: 작업 과정에서 검증된 인사이트를 즉시 문서화하여, 검색 가능한 지식 베이스를 구축한다. 개요 이 스킬은 인사이트가 확인되는 즉시 포착하여, YAML frontmatter 기반의 구조화된 문서로 저장한다. 카테고리별 단일 파일 아키텍처를 사용하며, 각 인사이트는 knowledge/[category]/[filename].md 에 저장된다. <critical_sequence name="insight-capture" enforce_order="strict"> 7단계 프로세스 자동 감지 문구 (대화에서 인식): "이거 잘 됐다" "이 방식이 좋네" "다음에도 이렇게 하자" "이건 기록해두자" "이 포맷이 먹혔다" "이게 효과가 있었어" "이렇게 하니까 됐어" "기억해둬야 해" OR 수동: /compound 커맨드 Non-trivial만 (재사용 가치 있는 인사이트): 반복할 수 있는 패턴 다른 상황에도 적용 가능한 교훈 시행착오 끝에 발견한 방법 실전에서 검증된 ...
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10962 fix-ljg-org-to-md lijigang/ljg-skills
No SKILL.md available for this skill. View on GitHub Installs 522 Repository lijigang/ljg-skills GitHub Stars 5.9K First Seen May 25, 2026
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10963 extract-errors react/react
Extract Error Codes Instructions Run yarn extract-errors Report if any new errors need codes assigned Check if error codes are up to date Installs 1.3K Repository react/react GitHub Stars 247.7K First Seen Jan 24, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass
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10964 upbit starchild-ai-agent/official-skills
Upbit Skill Use the upbit CLI binary for all Upbit REST API interactions. ⚠️ Onboarding — when credentials are missing When UPBIT_ACCESS_KEY / UPBIT_SECRET_KEY are not set, or an authenticated command returns 401: In a single turn, do ALL of the following in this exact order: Call bash("curl -s https://api.ipify.org") to get the outbound IP. Write the setup instructions below in your reply text (substitute <ip> with the real IP from step 1): Show more Installs 589 Repository starchild-ai-ag…l-sk...
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10965 minimax-music-playlist minimax-ai/skills
MiniMax Music Playlist — Personalized Playlist Generator Scan the user's music taste, build a taste profile, generate a personalized playlist, and create an album cover. This skill is designed for both agent and direct user invocation — adapt interaction style to context. Prerequisites mmx CLI — music & image generation. Install: npm install -g mmx-cli . Auth: mmx auth login --api-key <key> . Python 3 — for scanning scripts you write on the fly (stdlib only, no pip). Audio player — mpv , ffplay ...
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10966 query-writing langchain-ai/deepagents
Query Writing Skill When to Use This Skill Use this skill when you need to answer a question by writing and executing a SQL query. Workflow for Simple Queries For straightforward questions about a single table: Identify the table - Which table has the data? Get the schema - Use sql_db_schema to see columns Write the query - SELECT relevant columns with WHERE/LIMIT/ORDER BY Execute - Run with sql_db_query Format answer - Present results clearly Workflow for Complex Queries For questions requ...
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10967 schema-exploration langchain-ai/deepagents
Schema Exploration Skill When to Use This Skill Use this skill when you need to: Understand the database structure Find which tables contain certain types of data Discover column names and data types Map relationships between tables Answer questions like "What tables are available?" or "What columns does the Customer table have?" Workflow 1. List All Tables Use sql_db_list_tables tool to see all available tables in the database. This returns the complete list of tables you can query. 2. Get...
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10968 windows-ui-automation martinholovsky/claude-skills-generator
File Organization: This skill uses split structure. Main SKILL.md contains core decision-making context. See references/ for detailed implementations. 1. Overview Risk Level: HIGH - System-level access, process manipulation, input injection capabilities You are an expert in Windows UI Automation with deep expertise in: UI Automation Framework: UIA patterns, control patterns, automation elements Win32 API Integration: Window management, message passing, input simulation Accessibility Services...
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10969 ralph-wiggum fstandhartinger/ralph-wiggum
Autonomous AI coding with spec-driven development What is Ralph Wiggum? Ralph Wiggum combines Geoffrey Huntley's iterative bash loop with spec-driven development for fully autonomous AI-assisted software development. The key insight: Fresh context each iteration. Each loop starts a new agent process with a clean context window, preventing context overflow and degradation. When to Use This Skill Use Ralph Wiggum when: - You have multiple specifications/features to implement - You want th...
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10970 avoid-feature-creep waynesutton/convexskills
Avoid Feature Creep for Agents Stop building features nobody needs. This skill helps you ship products that solve real problems without drowning in unnecessary complexity. Feature creep kills products. It delays launches, burns budgets, exhausts teams, and creates software nobody wants to use. The most successful products do fewer things well. The Core Problem Feature creep is the gradual accumulation of features beyond what your product needs to deliver value. It happens slowly, then all at...
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10971 qiaomu-mondo-poster-design joeseesun/qiaomu-mondo-poster-design
Mondo Style Design Generator Generate AI image prompts AND create actual designs in Mondo's distinctive alternative aesthetic - known for limited-edition screen-printed posters, book covers, and album art with bold colors, minimalist compositions, and symbolic storytelling. This skill can: Generate detailed Mondo-style prompts for any subject Create actual images directly via AI Gateway API Design movie posters, book covers, album art, event posters Provide genre-specific and format-specific tem...
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10972 agent-spec-mobile-react-native ruvnet/ruflo
name: "mobile-dev" description: "Expert agent for React Native mobile application development across iOS and Android" color: "teal" type: "specialized" version: "1.0.0" created: "2025-07-25" author: "Claude Code" metadata: specialization: "React Native, mobile UI/UX, native modules, cross-platform development" complexity: "complex" autonomous: true triggers: keywords: - "react native" - "mobile app" - "ios app" - "android app" - "expo" - "native module" file_patterns: - " /*.jsx" - " / .tsx" - "...
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10973 seo-optimizer ailabs-393/ai-labs-claude-skills
SEO Optimizer Comprehensive SEO strategy and optimization covering keyword research, on-page SEO, technical audits, content optimization, and performance tracking. Overview This skill covers: Keyword research and strategy On-page SEO optimization Technical SEO audits Content optimization Rank tracking and reporting Keyword Research Framework Research Process keyword_research : step_1_seed_keywords : sources : - brainstorm : core_product_terms - competitors : top_3_competitor_keywords - customer_...
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10974 buddy-sings minimax-ai/skills
Buddy Sings — Let Your Claude Code Pet Sing Turn your Claude Code pet into a singer. Each pet gets a unique vocal identity based on its name and personality — the same pet always sounds the same. Prerequisites mmx CLI (required for music generation): Install: npm install -g mmx-cli Authenticate (first time only): mmx auth login --api-key < your-minimax-api-key > Get your API key from MiniMax Platform . Audio player (for playback — at least one of): mpv (recommended — interactive controls: space ...
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10975 golang-backend-development manutej/luxor-claude-marketplace
Go Backend Development A comprehensive skill for building production-grade backend systems with Go. Master goroutines, channels, web servers, database integration, microservices architecture, and deployment patterns for scalable, concurrent backend applications. When to Use This Skill Use this skill when: Building high-performance web servers and REST APIs Developing microservices architectures with gRPC or HTTP Implementing concurrent processing with goroutines and channels Creating real-ti...
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10976 bat-submit bataitools/bat-skills
BAT AI Tools — Submit Skill Submit or update an AI tool listing on bataitools.com using the bat-cli command-line tool. The workflow always runs in 3 sequential steps without pausing for user confirmation between them. Prerequisites Install bat-cli (Ensure latest version): npm install -g @bataitools/bat-cli@latest or bun add -g @bataitools/bat-cli@latest API endpoint default: https://api.bataitools.com (override via BAT_API_URL env or --api flag). Core Rule: Never generate all languages in one s...
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10977 ai-image-generator jezweb/claude-skills
AI Image Generator Generate images using AI APIs (Google Gemini and OpenAI GPT). This skill teaches the prompting patterns and API mechanics for producing professional images directly from Claude Code. Managed alternative : If you don't want to manage API keys, ImageBot provides a managed image generation service with album templates and brand kit support. Model Selection Choose the right model for the job: Need Model Why Scenes / stock photos Gemini 3.1 Flash Image Best depth, complexity, envir...
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10978 suno-music-creator schwepps/skills
Suno Music Creator Professional workflow for creating high-quality music with Suno AI V5 and Suno Studio. Quick Reference Topic Reference File Style prompts by genre references/style-library.md BPM guide by usage references/bpm-guide.md Structure & meta-tags references/metatags.md Project templates references/project-types.md Distribution & rights references/distribution.md Plan Availability Feature Pro ($10/mo) Premier ($30/mo) V5 Model ✅ ✅ Commercial rights ✅ ✅ Suno Studio (DAW) ❌ ✅ Credits/...
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10979 mobile-responsiveness hoodini/ai-agents-skills
Mobile Responsiveness Build responsive, mobile-first web applications. Mobile-First Breakpoints /* Mobile first - no media query needed for mobile base */ .container { padding: 1rem; } /* Tablet */ @media (min-width: 768px) { .container { padding: 2rem; } } /* Desktop */ @media (min-width: 1024px) { .container { padding: 3rem; max-width: 1200px; margin: 0 auto; } } /* Large desktop */ @media (min-width: 1280px) { .container { max-width: 1400px; } } Tailwin...
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10980 app-store-changelog dimillian/skills
App Store Changelog Overview Generate a comprehensive, user-facing changelog from git history since the last tag, then translate commits into clear App Store release notes. Workflow 1) Collect changes Run scripts/collect_release_changes.sh from the repo root to gather commits and touched files. If needed, pass a specific tag or ref: scripts/collect_release_changes.sh v1.2.3 HEAD. If no tags exist, the script falls back to full history. 2) Triage for user impact Scan commits and files to identi...
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10981 docs-changelog google-gemini/gemini-cli
Procedure: Updating Changelog for New Releases Objective To standardize the process of updating changelog files ( latest.md , preview.md , index.md ) based on automated release information. Inputs version : The release version string (e.g., v0.28.0 , v0.29.0-preview.2 ). TIME : The release timestamp (e.g., 2026-02-12T20:33:15Z ). BODY : The raw markdown release notes, containing a "What's Changed" section and a "Full Changelog" link. Guidelines for latest.md and preview.md Highlights Aim for 3-5...
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10982 awwwards-landing-page rebyteai-template/rebyte-skills
Awwwards Landing Page A stunning portfolio landing page with smooth scroll animations using Locomotive Scroll, GSAP, and Framer Motion. Tech Stack Framework : Next.js Animation : Locomotive Scroll, GSAP, Framer Motion Package Manager : pnpm or npm Dev Port : 3000 Setup 1. Clone the Template git clone --depth 1 https://github.com/Eng0AI/awwwards-landing-page-template.git . Show more Installs 1.2K Repository rebyteai-templa…e-skills GitHub Stars 15 First Seen Jan 22, 2026 Security Audits Gen Agent...
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10983 chinese-writing miantiao-me/aigc-weekly
中文写作技能指南 这份指南旨在指导大模型生成高质量、现代风格的简体中文内容。适用于周刊、博客文章、科技资讯及评论类文章等场景。 核心原则是:简单 (Simple)、人性化 (Human)、清晰 (Clear)。 1. 核心基调与原则 (Voice & Tone) 写作不仅仅是传递信息,更是与读者建立联系。我们的声音应当是: 温暖轻松 (Warm and relaxed):像人一样说话,自然、友好,而不是冷冰冰的机器或高高在上的官僚。要有同理心。 清晰明了 (Crisp and clear):直击要点,避免废话。便于读者快速扫描和理解。 乐于助人 (Ready to lend a hand):以读者为中心,预判他们的需求,提供切实可行的帮助。 2. 通用写作建议 (General Writing Tips) 像说话一样写作:使用日常对话中的词汇。写完后大声朗读,如果听起来像是在演讲或读公文,那就改得更口语化一些。 保持简洁: 一句话只讲一个意思。 删掉无意义的修饰词(如"非常"、"极其"、"显然")。 避免冗长的从句和复杂的句式。 直奔主题:采用"倒金字塔"结构,把最重要的信息...
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10984 brave-search badlogic/pi-skills
Brave Search Web search and content extraction using the official Brave Search API. No browser required. Setup Requires a Brave Search API account with a free subscription. A credit card is required to create the free subscription (you won't be charged). Show more Installs 856 Repository badlogic/pi-skills GitHub Stars 2.2K First Seen Jan 23, 2026 Security Audits Gen Agent Trust Hub Fail Socket Pass Snyk Warn
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10985 wechat-miniprogram-skill gourdbaby/wechat-miniprogram-skill
Role: WeChat Mini Program Expert (Native JS) Core Principles You are a Senior Developer specializing in Native WeChat Mini Program development (JavaScript). Priority: Performance, Code Size, and Native Compatibility. Never use: TypeScript, Taro, Uni-app, or any cross-platform frameworks. Technical Specifications Logic: Use ES6+ JavaScript. Always use Arrow Functions for this binding. Wrap asynchronous APIs in Promises or async/await. State Management: Use this.setData(). For performance, always ...
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10986 find-skills kimyx0207/findskill
Find Skills This skill helps you discover and install skills from the open agent skills ecosystem. When to Use This Skill Use this skill when the user: Asks "how do I do X" where X might be a common task with an existing skill Says "find a skill for X" or "is there a skill for X" Asks "can you do X" where X is a specialized capability Expresses interest in extending agent capabilities Wants to search for tools, templates, or workflows Mentions they wish they had help with a specific domain (desi...
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10987 referral-program eronred/aso-skills
Referral & Affiliate Programs You are an expert in viral growth and referral marketing. Your goal is to help design and optimize programs that turn customers into growth engines. Before Starting Check for product marketing context first: If .agents/product-marketing-context.md exists (or .claude/product-marketing-context.md in older setups), read it before asking questions. Use that context and only ask for information not already covered or specific to this task. Gather this context (ask if not...
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10988 tsdown onmax/nuxt-skills
tsdown - The Elegant Library Bundler Blazing-fast bundler for TypeScript/JavaScript libraries powered by Rolldown and Oxc. When to Use Building TypeScript/JavaScript libraries for npm Generating TypeScript declaration files (.d.ts) Bundling for multiple formats (ESM, CJS, IIFE, UMD) Optimizing bundles with tree shaking and minification Migrating from tsup with minimal changes Building React, Vue, Solid, or Svelte component libraries Quick Start Install pnpm add -D tsdown Basic usage npx tsdown...
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10989 github-workflow-automation ruvnet/ruflo
🔧 GitHub Workflow Automation Patterns for automating GitHub workflows with AI assistance, inspired by Gemini CLI and modern DevOps practices. Detailed Guide Read the detailed guide before executing this skill. It retains the complete procedure and reference material. Treat its safety, prerequisites, and validation requirements as mandatory. For focused work, load the relevant sections; for end-to-end work, read the guide completely. When to Use This Skill Use this skill when: Automating PR revie...
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10990 agent-trading-predictor ruvnet/ruflo
name: trading-predictor description: Advanced financial trading agent that leverages temporal advantage calculations to predict and execute trades before market data arrives. Specializes in using sublinear algorithms for real-time market analysis, risk assessment, and high-frequency trading strategies with computational lead advantages. color: green You are a Trading Predictor Agent, a cutting-edge financial AI that exploits temporal computational advantages to predict market movements and execu...
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10991 docx appautomaton/document-skills
DOCX creation, editing, and analysis Overview A .docx file is a ZIP archive containing XML files. Quick Reference Task Approach Read/analyze content pandoc or unpack for raw XML Create new document Use docx-js - see Creating New Documents below Edit existing document Unpack → edit XML → repack - see Editing Existing Documents below Converting .doc to .docx Legacy .doc files must be converted before editing: python scripts/office/soffice.py --headless --convert-to docx document.doc Reading Conten...
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10992 financial-analysis-agent qodex-ai/ai-agent-skills
Financial Analysis Agent Build intelligent financial analysis agents that evaluate investments, assess risks, and generate data-driven recommendations. Financial Data Integration See examples/financial_data_collector.py for the FinancialDataCollector class that: Integrates with yfinance for stock data Retrieves financial statements (income, balance sheet, cash flow) Fetches key metrics (market cap, PE ratio, dividend yield, etc.) Financial Analysis Techniques Technical Analysis See examples...
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10993 video-processing-editing curiositech/some_claude_skills
Video Processing & Editing Expert in FFmpeg-based video editing, processing automation, and export optimization for modern content creation workflows. When to Use ✅ Use for : Automated video editing pipelines (script-to-video) Cutting, trimming, concatenating clips Adding transitions, effects, overlays Audio mixing and normalization Subtitle/caption handling Export optimization for platforms Batch video processing Color grading and correction Show more Installs 1.1K Repository curiositech/som…e_...
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10994 openagent 5dive-ai/skills
openagent — author your persona, mint your card OpenAgent is a vendor-neutral open standard for agent identity : one *.persona.yaml file locks how you look, sound, and write so you stay consistent across text, audio, and video. This skill walks you through creating yours and rendering a shareable trading card from it — stamped with a rarity tier rolled from your identity (random, permanent, unfarmable). Repo + spec: github.com/5dive-ai/openagent (MIT). The CLI Run it with npx , no install. Run t...
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10995 paper-writing vishalsachdev/claude-code-skills
Academic Paper Writing Skill This skill provides comprehensive guidance for writing excellent academic and research papers across all disciplines. It covers structure, style, argumentation, and best practices from initial planning through final revision. When to Use This Skill Use this skill when working on: Research papers and journal articles Conference papers and proceedings Technical reports and white papers Thesis chapters and dissertations Literature reviews and survey papers Position pape...
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10996 picoclaw-ai-assistant reason-machines/trending-skills
PicoClaw AI Assistant Skill by ara.so — Daily 2026 Skills collection. PicoClaw is an ultra-lightweight personal AI assistant written in Go. It runs on $10 hardware with under 10MB RAM and boots in under 1 second. It supports multiple LLM providers (OpenAI-compatible, Anthropic, Volcengine), optional web search tools, and deploys as a single self-contained binary on x86_64, ARM64, MIPS, and RISC-V Linux devices. Installation Precompiled Binary Download from the releases page : Linux ARM64 (Raspb...
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10997 mirofish-offline-simulation reason-machines/trending-skills
MiroFish-Offline Skill Skill by ara.so — Daily 2026 Skills collection. MiroFish-Offline is a fully local multi-agent swarm intelligence engine. Feed it any document (press release, policy draft, financial report) and it generates hundreds of AI agents with unique personalities that simulate public reaction on social media — posts, arguments, opinion shifts — hour by hour. No cloud APIs required: Neo4j CE 5.15 handles graph memory, Ollama serves the LLMs. Architecture Overview Document Input │ ▼ ...
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10998 vinext-vite-nextjs reason-machines/trending-skills
vinext — Next.js API on Vite, Deploy Anywhere Skill by ara.so — Daily 2026 Skills collection. vinext is a Vite plugin that reimplements the Next.js public API surface (routing, SSR, RSC, next/* imports, CLI) so existing Next.js apps run on Vite instead of the Next.js compiler. It targets ~94% API coverage, supports both Pages Router and App Router, and deploys natively to Cloudflare Workers with optional Nitro support for AWS, Netlify, Vercel, and more. Installation New project (migrate from Nex...
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10999 corridorkey-green-screen reason-machines/trending-skills
CorridorKey Green Screen Keying Skill by ara.so — Daily 2026 Skills collection. CorridorKey is a neural network that solves the color unmixing problem in green screen footage. For every pixel — including semi-transparent ones from motion blur, hair, or out-of-focus edges — it predicts the true straight (un-premultiplied) foreground color and a clean linear alpha channel. It reads/writes 16-bit and 32-bit EXR files for VFX pipeline integration. How It Works Two inputs required per frame: RGB gree...
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11000 nanochat-llm-training reason-machines/trending-skills
nanochat LLM Training Skill by ara.so — Daily 2026 Skills collection. nanochat is Karpathy's minimal, hackable harness for training LLMs end-to-end on a single GPU node. It covers tokenization, pretraining, SFT finetuning, RL, evaluation (DCLM CORE score), inference with KV cache, and a ChatGPT-like web UI. A single complexity dial ( --depth ) auto-configures all other hyperparameters (width, heads, LR, training horizon, weight decay) for compute-optimal training. You can reproduce GPT-2 capabil...
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