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# Skill 仓库 描述 安装量
7551 matplotlib-best-practices mindrally/skills
Matplotlib Best Practices Expert guidelines for Matplotlib development, focusing on data visualization, plotting, and creating publication-quality figures. Code Style and Structure Write concise, technical Python code with accurate Matplotlib examples Create informative and visually appealing plots with proper labels, titles, and legends Use the object-oriented API for complex figures, pyplot for quick plots Follow PEP 8 style guidelines Consider color-blindness accessibility in all visualizat...
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7552 ai-social-media-content inference-sh/skills
AI Social Media Content Create social media content for all platforms via inference.sh CLI. Quick Start Requires inference.sh CLI ( infsh ). Install instructions infsh login Generate a TikTok-style video infsh app run google/veo-3-1-fast --input '{ "prompt": "POV walking through a neon-lit Tokyo street at night, vertical format 9:16, cinematic" }' Platform Formats Platform Aspect Ratio Duration Resolution TikTok 9:16 vertical 15-60s 1080x1920 Instagram Reels 9:16 vertical 15-90s 1080x1920 Insta...
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7553 us-market-sentiment star23/day1global-skills
US Stock Market Sentiment Monitoring System This skill helps you systematically analyze US stock market sentiment, determine whether the current market is in a state of greed or fear based on 5 core indicators, and provide position adjustment recommendations. Use Cases Use this skill when users ask the following types of questions: Is the US stock market overheating / Should I reduce my positions What is the current market sentiment What are institutional and retail investor positioning levels A...
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7554 ui-skills sickn33/antigravity-awesome-skills
Ui Skills Overview Opinionated, evolving constraints to guide agents when building interfaces When to Use This Skill Use this skill when you need to work with opinionated, evolving constraints to guide agents when building interfaces. Instructions This skill provides guidance and patterns for opinionated, evolving constraints to guide agents when building interfaces. For more information, see the source repository .
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7555 observability-engineer sickn33/antigravity-awesome-skills
You are an observability engineer specializing in production-grade monitoring, logging, tracing, and reliability systems for enterprise-scale applications. Use this skill when Designing monitoring, logging, or tracing systems Defining SLIs/SLOs and alerting strategies Investigating production reliability or performance regressions Do not use this skill when You only need a single ad-hoc dashboard You cannot access metrics, logs, or tracing data You need application feature development instead of...
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7556 avalonia-viewmodels-zafiro sickn33/antigravity-awesome-skills
Avalonia ViewModels with Zafiro This skill provides a set of best practices and patterns for creating ViewModels, Wizards, and managing navigation in Avalonia applications, leveraging the power of ReactiveUI and the Zafiro toolkit. Core Principles Functional-Reactive Approach: Use ReactiveUI (ReactiveObject, WhenAnyValue, etc.) to handle state and logic. Enhanced Commands: Utilize IEnhancedCommand for better command management, including progress reporting and name/text attributes. Wizard Patt...
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7557 wiki-ingest sanyuan0704/sanyuan-skills
Obsidian Ingest — Document Distillation You are ingesting source documents into an Obsidian wiki. Your job is not to summarize — it is to distill and integrate knowledge across the entire wiki. Before You Start Read ~/.obsidian-wiki/config (preferred) or .env (fallback) to get OBSIDIAN_VAULT_PATH and OBSIDIAN_SOURCES_DIR . Only read the specific variables you need — do not log, echo, or reference any other values from these files. Read .manifest.json at the vault root to check what's already bee...
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7558 design-critique owl-listener/designer-skills
/design-critique If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md . Get structured design feedback across multiple dimensions. Usage /design-critique $ARGUMENTS Review the design: @$1 If a Figma URL is provided, pull the design from Figma. If a file is referenced, read it. Otherwise, ask the user to describe or share their design. What I Need From You The design : Figma URL, screenshot, or detailed description Context : What is this? Who is it for?...
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7559 static-analysis mohitmishra786/low-level-dev-skills
Static Analysis Purpose Guide agents through selecting, running, and triaging static analysis tools for C/C++ — clang-tidy, cppcheck, and scan-build — including suppression strategies and CI integration. Triggers "How do I run clang-tidy on my project?" "What clang-tidy checks should I enable?" "cppcheck is reporting false positives — how do I suppress them?" "How do I set up scan-build for deeper analysis?" "My build is noisy with static analysis warnings" "How do I generate compile_commands.js...
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7560 ai-automation-workflows inference-sh/skills
AI Automation Workflows Build automated AI workflows via inference.sh CLI. Quick Start Requires inference.sh CLI ( infsh ). Install instructions infsh login Simple automation: Generate daily image infsh app run falai/flux-dev --input '{ "prompt": "Inspirational quote background, minimalist design, date: ' " $( date +%Y-%m-%d ) "'" } ' Automation Patterns Pattern 1: Batch Processing Process multiple items with the same workflow. !/bin/bash batch_images.sh - Generate images for multiple prompts ...
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7561 desktop computer automation web-infra-dev/midscene-skills
Desktop Computer Automation CRITICAL RULES — VIOLATIONS WILL BREAK THE WORKFLOW: Never run midscene commands in the background. Each command must run synchronously so you can read its output (especially screenshots) before deciding the next action. Background execution breaks the screenshot-analyze-act loop. Run only one midscene command at a time. Wait for the previous command to finish, read the screenshot, then decide the next action. Never chain multiple commands together. Allow enough time ...
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7562 agent-kanban saltbo/agent-kanban
Agent Kanban — Agent CLI Reference You are an agent. Use the ak CLI to work on tasks. Your identity is initialized automatically on first command — no setup needed. Your Workflow Claim your assigned task → ak task claim <id> Log progress as you work → ak create note --task <id> "doing X..." Local test → run the project's test suite and type check before pushing. Fix all failures locally. Skip only if tests cannot run locally. PR → push branch, gh pr create Wait for CI → gh pr checks <pr-number> ...
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7563 python-expert-best-practices-code-review wispbit-ai/skills
Python 3.14+ Expert Best Practices Simple, pragmatic, opinionated. Only what matters for writing production-grade python code. When to Apply Reference these guidelines when: Writing Python functions, classes, or modules Reviewing Python code for error handling issues Refactoring existing Python codebases Implementing data validation and API boundaries Optimizing error detection and debugging patterns Rule Categories by Priority Priority Category Impact Prefix 1 Error Handling CRITICAL dict- , op...
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7564 cc-skill-continuous-learning sickn33/antigravity-awesome-skills
cc-skill-continuous-learning Development skill skill.
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7565 react-dev davila7/claude-code-templates
React TypeScript Type-safe React = compile-time guarantees = confident refactoring. <when_to_use> Building typed React components Implementing generic components Typing event handlers, forms, refs Using React 19 features (Actions, Server Components, use()) Router integration (TanStack Router, React Router) Custom hooks with proper typing NOT for: non-React TypeScript, vanilla JS React </when_to_use> <react_19_changes> React 19 breaking changes require migration. Key patterns: ref as prop - forwa...
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7566 hooks-pattern patternsdev/skills
Hooks Pattern Table of Contents When to Use Instructions Details Source React 16.8 introduced a new feature called Hooks . Hooks make it possible to use React state and lifecycle methods, without having to use an ES2015 class component. Although Hooks are not necessarily a design pattern, Hooks play a very important role in your application design. Many traditional design patterns can be replaced by Hooks. When to Use Use this when you need to add state or lifecycle behavior to functional compon...
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7567 godot-optimization zate/cc-godot
You are a Godot performance optimization expert with deep knowledge of profiling, bottleneck identification, and optimization techniques for both 2D and 3D games. Performance Profiling Built-in Godot Profiler Accessing the Profiler: Debug → Profiler (while game is running) Tabs: Frame, Monitors, Network, Visual Key Metrics to Watch: FPS (Frames Per Second): Should be 60 for smooth gameplay (or 30 for mobile) Frame Time: Should be <16.67ms for 60 FPS Physics Frame Time: Physics processing ti...
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7568 zustand-5 prowler-cloud/prowler
Basic Store import { create } from "zustand"; interface CounterStore { count: number; increment: () => void; decrement: () => void; reset: () => void; } const useCounterStore = create<CounterStore>((set) => ({ count: 0, increment: () => set((state) => ({ count: state.count + 1 })), decrement: () => set((state) => ({ count: state.count - 1 })), reset: () => set({ count: 0 }), })); // Usage function Counter() { const { count, increment, decrement } = useCounterStore(); retur...
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7569 perplexity softaworks/agent-toolkit
Perplexity Tools Use ONLY when user says "search", "find", "look up", "ask", "research", or "what's the latest" for generic queries. NOT for library/framework docs (use Context7), gt CLI (use Graphite MCP), or workspace questions (use Nx MCP). Quick Reference Which Perplexity tool? Need search results/URLs? → Perplexity Search Need conversational answer? → Perplexity Ask Need deep research? → Researcher agent ( /research <topic> ) NOT Perplexity - use these instead: Library/framework docs → Cont...
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7570 grepai-ignore-patterns yoanbernabeu/grepai-skills
This skill covers how to configure ignore patterns to exclude files and directories from GrepAI indexing. When to Use This Skill - Excluding test files from search results - Ignoring generated or vendored code - Reducing index size by excluding unnecessary files - Customizing which files GrepAI indexes How Ignore Patterns Work GrepAI uses two sources for ignore patterns: - `.grepai/config.yaml` - Custom patterns you define - `.gitignore` - Automatically respected Configuration Locat...
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7571 ce-optimize everyinc/compound-engineering-plugin
Iterative Optimization Loop Run metric-driven iterative optimization. Define a goal, build measurement scaffolding, then run parallel experiments that converge toward the best solution. Interaction Method Use the platform's blocking question tool: AskUserQuestion in Claude Code (call ToolSearch with select:AskUserQuestion first if its schema isn't loaded), request_user_input in Codex, ask_user in Gemini, ask_user in Pi (requires the pi-ask-user extension). Fall back to numbered options in chat o...
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7572 etf-premium himself65/finance-skills
Contains Shell Commands This skill contains shell command directives ( !`command` ) that may execute system commands. Review carefully before installing. ETF Premium/Discount Analysis Skill Calculates the premium or discount of an ETF's market price relative to its Net Asset Value (NAV) using data from Yahoo Finance via yfinance . Why this matters: An ETF's market price can diverge from the value of its underlying holdings (NAV). When you buy at a premium, you're overpaying relative to the asset...
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7573 design-brief owl-listener/designer-skills
This skill creates a design brief through structured conversation. You may skip steps if they are not necessary. Example prompts "Write a brief for the onboarding flow" "I need to plan a settings page before I start building" "Help me define the direction for a marketing landing page" "Brief this: a dashboard that shows project health metrics" Process Ask the user for a detailed description of what they want to build, who it is for, and any constraints or ideas they already have. Explore the exi...
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7574 ml-paper-writing orchestra-research/ai-research-skills
ML Paper Writing for Top AI Conferences Expert-level guidance for writing publication-ready papers targeting NeurIPS, ICML, ICLR, ACL, AAAI, and COLM. This skill combines writing philosophy from top researchers (Nanda, Farquhar, Karpathy, Lipton, Steinhardt) with practical tools: LaTeX templates, citation verification APIs, and conference checklists. Core Philosophy: Collaborative Writing Paper writing is collaborative, but Claude should be proactive in delivering drafts. The typical workflo...
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7575 gcp-expert personamanagmentlayer/pcl
Expert guidance for Google Cloud Platform services and cloud-native architecture. Core Concepts - Compute Engine, App Engine, Cloud Run - Cloud Functions (serverless) - Cloud Storage - BigQuery (data warehouse) - Firestore (NoSQL database) - Pub/Sub (messaging) - Google Kubernetes Engine (GKE) gcloud CLI ``` Initialize gcloud init Create Compute Engine instance gcloud compute instances create my-instance \ --zone=us-central1-a \ --machine-type=e2-medium \ --image-family=ubun...
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7576 llm-models inference-sh/skills
LLM Models via OpenRouter Access 100+ language models via inference.sh CLI. Quick Start Requires inference.sh CLI ( infsh ). Get installation instructions: npx skills add inference-sh/skills@agent-tools infsh login Call Claude Sonnet infsh app run openrouter/claude-sonnet-45 --input '{"prompt": "Explain quantum computing"}' Available Models Model App ID Best For Claude Opus 4.5 openrouter/claude-opus-45 Complex reasoning, coding Claude Sonnet 4.5 openrouter/claude-sonnet-45 Balanced performance...
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7577 git:compare-worktrees neolabhq/context-engineering-kit
Claude Command: Compare Worktrees Your job is to compare files and directories between git worktrees, helping users understand differences in code across branches or worktrees. Instructions CRITICAL: Perform the following steps exactly as described: Current state check : Run git worktree list to show all existing worktrees and their locations Parse user input : Classify each provided argument: No arguments : Interactive mode - ask user what to compare --stat : Show summary statistics of differen...
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7578 paywall-upgrade-cro sickn33/antigravity-awesome-skills
Paywall and Upgrade Screen CRO You are an expert in in-app paywalls and upgrade flows. Your goal is to convert free users to paid, or upgrade users to higher tiers, at moments when they've experienced enough value to justify the commitment. Initial Assessment 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 ...
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7579 micro-interaction-spec owl-listener/designer-skills
Micro-Interaction Spec You are an expert in designing micro-interactions that make interfaces feel alive and intuitive. What You Do You specify micro-interactions using a structured framework covering trigger, rules, feedback, and loops. Micro-Interaction Framework 1. Trigger What initiates the interaction: user action (click, hover, swipe), system event (notification, completion), or conditional (time-based, threshold). 2. Rules What happens once triggered: the logic and sequence of the interac...
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7580 design-principles owl-listener/designer-skills
Design Principles You are an expert in crafting design principles that genuinely guide teams through decisions. What You Do You help teams articulate principles that are specific, actionable, and memorable. Qualities of Strong Principles Opinionated — takes a clear stance Actionable — resolves debates Memorable — short enough to recall Distinctive — reflects this product's values Testable — designs can be evaluated against it Prioritized — rank order for conflicts Principle Structure For each: t...
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7581 heuristic-evaluation owl-listener/designer-skills
Heuristic Evaluation You are an expert in conducting systematic heuristic evaluations of digital interfaces. What You Do You evaluate interfaces against established usability heuristics to identify problems before user testing. Nielsen's 10 Usability Heuristics Visibility of system status — Users know what is happening Match real world — System speaks users' language User control and freedom — Easy undo and exit Consistency and standards — Follow conventions Error prevention — Prevent problems b...
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7582 threejs-game opusgamelabs/game-creator
Three.js Game Development You are an expert Three.js game developer. Follow these opinionated patterns when building 3D browser games. Reference : See reference/llms.txt (quick guide) and reference/llms-full.txt (full API + TSL) for official Three.js LLM documentation. Prefer patterns from those files when they conflict with this skill. Performance Notes Take your time with each step. Quality is more important than speed. Do not skip validation steps — they catch issues early. Read the full cont...
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7583 product-sense-interview-answer deanpeters/product-manager-skills
Purpose Help PM candidates and interview coaches structure product-sense answers that sound strong out loud, not just on paper. Use this when practicing prompts like "How would you improve X?", "Design a product for Y", or "What would you build next for Z?" This is not a memorize-and-recite script. It is a reasoning scaffold that prevents solution-jumping, forces real prioritization, and leaves the interviewer with a clean story they can follow. Key Concepts What Product Sense Interviews Actuall...
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7584 grepai-mcp-claude yoanbernabeu/grepai-skills
This skill covers integrating GrepAI with Claude Code using the Model Context Protocol (MCP). When to Use This Skill - Setting up GrepAI in Claude Code - Enabling semantic search for AI coding assistant - Configuring MCP server for Claude - Troubleshooting Claude Code integration What is MCP? Model Context Protocol (MCP) allows AI assistants to use external tools. GrepAI provides an MCP server that gives Claude Code: - Semantic code search - Call graph analysis - Index status monitor...
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7585 send-email resend/resend-skills
Send Email with Resend Overview Resend provides two endpoints for sending emails: Approach Endpoint Use Case Single POST /emails Individual transactional emails, emails with attachments, scheduled sends Batch POST /emails/batch Multiple distinct emails in one request (max 100), bulk notifications Choose batch when: Sending 2+ distinct emails at once Reducing API calls is important (by default, rate limit is 2 requests per second) No attachments or scheduling needed Choose single when: Send...
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7586 text-to-speech inference-sh/skills
ElevenLabs Text-to-Speech Generate natural speech from text - supports 70+ languages, multiple models for quality vs latency tradeoffs. Setup: See Installation Guide . For JavaScript, use @elevenlabs/* packages only. Quick Start Python from elevenlabs import ElevenLabs client = ElevenLabs ( ) audio = client . text_to_speech . convert ( text = "Hello, welcome to ElevenLabs!" , voice_id = "JBFqnCBsd6RMkjVDRZzb" , George model_id = "eleven_multilingual_v2" ) with open ( "output.mp3" , "wb" ) as f ...
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7587 kaizen:analyse-problem neolabhq/context-engineering-kit
A3 Problem Analysis Apply A3 problem-solving format for comprehensive, single-page problem documentation and resolution planning. Description Structured one-page analysis format covering: Background, Current Condition, Goal, Root Cause Analysis, Countermeasures, Implementation Plan, and Follow-up. Named after A3 paper size; emphasizes concise, complete documentation. Usage /analyse-problem [problem_description] Variables PROBLEM: Issue to analyze (default: prompt for input) OUTPUT_FORMAT: markdo...
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7588 qianwen-audio-tts qianwen-ai/qianwen-ai
Agent setup : If your agent doesn't auto-load skills (e.g. Claude Code), see agent-compatibility.md once per session. Qwen Audio TTS (Text-to-Speech) Synthesize natural speech from text using Qwen TTS models. This skill is part of QianWen-AI/qianwen-ai . Skill directory Use this skill's internal files to execute and learn. Load reference files on demand when the default path fails or you need details. Show more
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7589 dingtalk-ai-table breath57/dingtalk-skills
钉钉 AI 表格操作 通过 MCP 协议连接钉钉 AI 表格 API，执行表格和数据操作。 ⚠️ 安全须知 安装前请阅读： 本技能需要外部 CLI 工具 - 需安装 mcporter (npm/bun 全局安装) 需要配置认证凭证 - Streamable HTTP URL 包含访问令牌，请妥善保管 脚本审查建议 - scripts/ 目录包含 Python 辅助脚本，建议先审查再运行 测试环境优先 - 首次使用建议在测试表格中验证，确认无误后再操作生产数据 🔒 安全加固措施（v0.3.4+） 脚本已实施以下安全保护： 保护措施 说明 路径沙箱 resolve_safe_path() 防止目录遍历攻击，限制文件访问在 OPENCLAW_WORKSPACE 内 dentryUuid 验证 验证 API 返回的 dentryUuid 格式，兼容平台返回的合法 ID，防止空值和明显异常输入 文件扩展名白名单 仅允许 .json / .csv 文件 文件大小限制 JSON 最大 10MB，CSV 最大 50MB，防止 DoS 字段类型白名单 仅允许预定义的字段类型 命令超时 mcporter ...
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7590 web-artifacts-builder sickn33/antigravity-awesome-skills
Web Artifacts Builder To build powerful frontend claude.ai artifacts, follow these steps: Initialize the frontend repo using scripts/init-artifact.sh Develop your artifact by editing the generated code Bundle all code into a single HTML file using scripts/bundle-artifact.sh Display artifact to user (Optional) Test the artifact Stack : React 18 + TypeScript + Vite + Parcel (bundling) + Tailwind CSS + shadcn/ui Design & Style Guidelines VERY IMPORTANT: To avoid what is often referred to as "AI slo...
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7591 avalonia-zafiro-development sickn33/antigravity-awesome-skills
Avalonia Zafiro Development This skill defines the mandatory conventions and behavioral rules for developing cross-platform applications with Avalonia UI and the Zafiro toolkit. These rules prioritize maintainability, correctness, and a functional-reactive approach. Core Pillars Functional-Reactive MVVM: Pure MVVM logic using DynamicData and ReactiveUI. Safety & Predictability: Explicit error handling with Result types and avoidance of exceptions for flow control. Cross-Platform Excellence: St...
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7592 financial-market-analysis sundial-org/awesome-openclaw-skills
Financial Market Analysis Agent "In the world of finance, data isn't just information; it's the substrate of precision execution." Stop relying on fragmented reports and manual research. This agent delivers deterministic, data-bound market intelligence, synthesizing stock performance, news sentiment, and investment ratings in seconds. Get institutional-grade insights at physics-defying speed. Usage /market "Company Name or Ticker" What You Get 1. Authoritative Data Retrieval The agent strictly o...
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7593 manga-drama freestylefly/canghe-skills
漫剧生成器 基于 Seedance 视频生成能力，专门用于创作 漫画风格的短剧 （漫剧）。 核心功能 主角识别 ：分析提供的角色图片，提取角色特征 自动分镜 ：根据主题自动生成漫剧分镜脚本 图生视频 ：以主角图片为基础生成各分镜视频 漫画风格 ：内置漫画风格提示词模板 分镜管理 ：支持自定义分镜脚本 前置要求 需要设置 ARK_API_KEY 环境变量。 配置方式（推荐） 复制配置模板： cp .canghe-skills/.env.example .canghe-skills/.env 编辑 .canghe-skills/.env 文件，填写你的 API Key： ARK_API_KEY=your-actual-api-key-here 或使用环境变量 export ARK_API_KEY = "your-api-key" 加载优先级 系统环境变量 ( process.env ) 当前目录 .canghe-skills/.env 用户主目录 ~/.canghe-skills/.env 需要依赖技能： seedance-video-generation 使用方法 1. 快速生成漫剧（推...
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7594 case-study owl-listener/designer-skills
Case Study You are an expert in crafting compelling design case studies for portfolios and presentations. What You Do You structure case studies that tell the story of a design project, demonstrating process, thinking, and impact. Case Study Structure 1. Overview Project title and one-line summary Your role and team composition Timeline and scope Key outcome or metric (the hook) 2. Challenge Business context and problem statement User needs and pain points Constraints and requirements Why this p...
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7595 nuxtjs-vue-typescript mindrally/skills
NuxtJS Vue TypeScript Development You are an expert in TypeScript, Node.js, NuxtJS, Vue 3, Shadcn Vue, Radix Vue, VueUse, and Tailwind. Code Style and Structure Write concise, technical TypeScript with accurate examples Employ composition API with declarative patterns; avoid options API Favor iteration and modularity over code duplication Use descriptive variable names with auxiliary verbs (isLoading, hasError) Organize files: exported component, composables, helpers, static content, types Nam...
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7596 asc-screenshot-resize rudrankriyam/asc-skills
asc screenshot resize Use this skill to resize screenshots to the exact pixel dimensions required by App Store Connect and validate they pass upload requirements. Uses the built-in macOS sips tool — no third-party dependencies needed. Required Dimensions iPhone Display Size Accepted Dimensions (portrait × landscape) 6.9" 1260 × 2736, 2736 × 1260, 1320 × 2868, 2868 × 1320, 1290 × 2796, 2796 × 1290 6.5" 1242 × 2688, 2688 × 1242, 1284 × 2778, 2778 × 1284 6.3" 1206 × 2622, 2622 × 1206, 1179 × 2556, ...
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7597 sadd:judge neolabhq/context-engineering-kit
Judge Command The evaluation is report-only - findings are presented without automatic changes. Your Workflow Phase 1: Context Extraction Before launching the judge, identify what needs evaluation: Identify the work to evaluate : Review conversation history for completed work If arguments provided: Use them to focus on specific aspects If unclear: Ask user "What work should I evaluate? (code changes, analysis, documentation, etc.)" Extract evaluation context : Original task or request that promp...
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7598 sadd:launch-sub-agent neolabhq/context-engineering-kit
launch-sub-agent Process Phase 1: Task Analysis with Zero-shot CoT Before dispatching, analyze the task systematically. Think through step by step: Let me analyze this task step by step to determine the optimal configuration: 1. Task Type Identification "What type of work is being requested?" - Code implementation / feature development - Research / investigation / comparison - Documentation / technical writing - Code review / quality analysis - Architecture / system design - Testing / validation...
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7599 caveman-cn juliusbrussee/caveman
Caveman CN Mode Core Rule 像聪明穴居人一样用中文回答。技术内容不丢。废话消失。 Grammar 去客套 去铺垫 去无信息量过渡词 优先短句、短分句、短词组 允许残句 技术术语保持精确 代码块不改 报错原文照引 风险提示与不可逆操作确认恢复正常清晰中文 Pattern [问题] [动作] [原因]。[下一步]。 不这样： 当然可以，我来详细帮你分析一下这个问题。它大概率是由……造成的。 这样： 鉴权中间件有 bug。过期判断写错。把 < 改 <= 。然后重测登录。 Examples 用户： 为什么 React 组件一直重渲染？ 普通： "组件之所以会重复渲染，很可能是因为你在每次渲染时都创建了一个新的对象引用。当这个内联对象作为 prop 传入时，React 的浅比较会把它视为新值，于是触发重渲染。建议用 useMemo 缓存这个对象。" Caveman CN： "每次 render 都新对象引用。prop 浅比较次次变。于是重渲染。包进 useMemo 。" 用户： 怎么配置 PostgreSQL 连接池？ Caveman CN： 用 `pg` 的 pool：...
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7600 ralph yeachan-heo/oh-my-claudecode
ralph (Ouroboros) — Specification-First AI Development Stop prompting. Start specifying. "The beginning is the end, and the end is the beginning." The serpent doesn't repeat — it evolves. When to use this skill Before writing any code — expose hidden assumptions with Socratic interviewing Long-running tasks that need autonomous iteration until verified Vague requirements — crystallize them into an immutable spec (Ambiguity ≤ 0.2) Tasks requiring guaranteed completion — loop until verification pa...
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