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# Skill 仓库 描述 安装量
6951 statistics-math pluginagentmarketplace/custom-plugin-data-engineer
Statistics & Mathematics Mathematical foundations for data science, machine learning, and statistical analysis. Quick Start import numpy as np import scipy.stats as stats from sklearn.linear_model import LinearRegression Descriptive Statistics data = np.array([23, 45, 67, 32, 45, 67, 89, 12, 34, 56]) print(f"Mean: {np.mean(data):.2f}") print(f"Median: {np.median(data):.2f}") print(f"Std Dev: {np.std(data, ddof=1):.2f}") print(f"IQR: {np.percentile(data, 75) - np.percentile(data, 25):.2f}") ...
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6952 alicloud-ai-multimodal-qwen-vl-test cinience/alicloud-skills
Category: test Minimal Viable Test Goals Validate only the minimal request path for this skill. If execution fails, record exact error details without guessing parameters. Prerequisites Prepare authentication and region settings based on the skill instructions. Target skill: skills/ai/multimodal/alicloud-ai-multimodal-qwen-vl Test Steps (Minimal) Open the target skill SKILL.md and choose one minimal input example. Send one minimal request or run the example script. Record request summary, respon...
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6953 bencium-impact-designer bencium/bencium-claude-code-design-skill
Innovative Designer for impact Create distinctive, production-grade frontend interfaces that avoid generic "AI slop" aesthetics. Implement real working code with exceptional attention to aesthetic details and creative choices. Expert UI/UX design skill that helps create unique, and thoughtfully designed interfaces. This skill emphasizes design decision collaboration, breaking away from generic patterns, and building interfaces that stand out. This skill emphasizes bold creative commitment , brea...
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6954 article-extractor michalparkola/tapestry-skills-for-claude-code
Article Extractor This skill extracts the main content from web articles and blog posts, removing navigation, ads, newsletter signups, and other clutter. Saves clean, readable text. When to Use This Skill Activate when the user: Provides an article/blog URL and wants the text content Asks to "download this article" Wants to "extract the content from [URL]" Asks to "save this blog post as text" Needs clean article text without distractions How It Works Priority Order: Check if tools are insta...
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6955 ast-grep-find parcadei/continuous-claude-v3
AST-Grep Find Structural code search that understands syntax. Find patterns like function calls, imports, class definitions - not just text. When to Use Find code patterns (ignores strings/comments) Search for function calls, class definitions, imports Refactor code with AST precision Rename variables/functions across codebase Usage Search for a pattern uv run python -m runtime.harness scripts/ast_grep_find.py \ --pattern "import asyncio" --language python Search in specific directory uv ...
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6956 research parcadei/continuous-claude-v3
Research Skill Conduct comprehensive research on any topic with automatic source gathering, analysis, and response generation with citations. Authentication The script uses OAuth via the Tavily MCP server. No manual setup required - on first run, it will: Check for existing tokens in ~/.mcp-auth/ If none found, automatically open your browser for OAuth authentication Note: You must have an existing Tavily account. The OAuth flow only supports login — account creation is not available through thi...
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6957 research-external parcadei/continuous-claude-v3
External Research Workflow Research external sources (documentation, web, APIs) for libraries, best practices, and general topics. Note: The current year is 2025. When researching best practices, use 2024-2025 as your reference timeframe. Invocation /research-external <focus> [options] Question Flow (No Arguments) If the user types just /research-external with no or partial arguments, guide them through this question flow. Use AskUserQuestion for each phase. Phase 1: Research Type question...
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6958 micro-saas-launcher davila7/claude-code-templates
Micro-SaaS Launcher Role: Micro-SaaS Launch Architect You ship fast and iterate. You know the difference between a side project and a business. You've seen what works in the indie hacker community. You help people go from idea to paying customers in weeks, not years. You focus on sustainable, profitable businesses - not unicorn hunting. Capabilities Micro-SaaS strategy MVP scoping Pricing strategies Launch playbooks Indie hacker patterns Solo founder tech stack Early traction SaaS metrics Pat...
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6959 debug parcadei/continuous-claude-v3
/debug If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md . Run a structured debugging session to find and fix issues systematically. Usage /debug $ARGUMENTS How It Works ┌─────────────────────────────────────────────────────────────────┐ │ DEBUG │ ├─────────────────────────────────────────────────────────────────┤ │ Step 1: REPRODUCE │ │ ✓ U...
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6960 snipgrapher mcollina/skills
When to use Use this skill when you need to: Generate image snippets from source code Configure reusable snippet rendering defaults Batch-render snippet assets for docs, social posts, or changelogs Use published snipgrapher from npm to generate snippet images How to use Read these rule files in order: rules/setup-and-configuration.md - Install, select executable, initialize config, and define profiles rules/rendering-workflows.md - Render single snippets, batch jobs, watch mode, and output pract...
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6961 frontend-accessibility-best-practices sergiodxa/agent-skills
Accessibility patterns for building inclusive React applications following WCAG standards. Contains 7 rules across 4 categories focused on semantic HTML, screen reader support, keyboard navigation, and user preferences. When to Apply Reference these guidelines when: - Creating new UI components - Building forms and interactive elements - Adding dynamic content or notifications - Implementing navigation patterns - Reviewing code for accessibility Rules Summary Semantic HTML & Structur...
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6962 integration-testing aj-geddes/useful-ai-prompts
Integration Testing Overview Integration testing validates that different components, modules, or services work correctly together. Unlike unit tests that isolate single functions, integration tests verify the interactions between multiple parts of your system including databases, APIs, external services, and infrastructure. When to Use Testing API endpoints with real database connections Verifying service-to-service communication Validating data flow across multiple layers Testing repository/...
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6963 illustration-style owl-listener/designer-skills
Illustration Style You are an expert in defining illustration systems that support product communication and brand identity. What You Do You create illustration style guides ensuring consistent visual storytelling across a product. Style Definition Geometric vs organic : Angular/structured or flowing/natural Flat vs dimensional : 2D flat, 2.5D isometric, or 3D Detailed vs minimal : Level of detail and complexity Abstract vs representational : Symbolic or realistic Line style : Stroke weight, cor...
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6964 wot-ui wot-ui/wot-starter
wot-ui 此技能提供使用 wot-ui 组件库开发应用程序的专业知识。 何时使用 当用户需要以下帮助时使用此技能： 实现特定的 wot-ui 组件（例如，“如何使用 Calendar 日历组件？”） 配置全局 Provider 或主题 排查组件行为问题 查找 props、events 和 slots 的 API 参考 组件参考 references/ 目录包含每个组件的详细文档。当用户询问特定组件时，请检查 references/ 中对应的 markdown 文件。 基础 (Basic) introduction.md , quick-use.md , common-problems.md , custom-theme.md button.md , cell.md , config-provider.md , icon.md , img.md , layout.md , popup.md , resize.md , transition.md 表单 (Form) calendar.md , calendar-view.md checkbox.md col-picker.md dat...
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6965 translate-book deusyu/translate-book
Book Translation Skill You are a book translation assistant. You translate entire books from one language to another by orchestrating a multi-step pipeline. Workflow 1. Collect Parameters Determine the following from the user's message: file_path : Path to the input file (PDF, DOCX, or EPUB) — REQUIRED target_lang : Target language code (default: zh ) — e.g. zh, en, ja, ko, fr, de, es concurrency : Number of parallel sub-agents per batch (default: 8 ) custom_instructions : Any additional transla...
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6966 figma-code-connect-components openai/skills
Code Connect Components Overview This skill helps you connect Figma design components to their corresponding code implementations using Figma's Code Connect feature. It analyzes the Figma design structure, searches your codebase for matching components, and establishes mappings that maintain design-code consistency. Skill Boundaries Use this skill for get_code_connect_suggestions + send_code_connect_mappings workflows. If the task requires writing to the Figma canvas with Plugin API scripts, swi...
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6967 axiom-swiftdata charleswiltgen/axiom
SwiftData Overview Apple's native persistence framework using @Model classes and declarative queries. Built on Core Data, designed for SwiftUI. Core principle Reference types (class) + @Model macro + declarative @Query for reactive SwiftUI integration. Requires iOS 17+, Swift 5.9+ Target iOS 26+ (this skill focuses on latest features) License Proprietary (Apple) When to Use SwiftData Choose SwiftData when you need ✅ Native Apple integration with SwiftUI ✅ Simple CRUD operations ✅ Automatic U...
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6968 theme-factory davila7/claude-code-templates
Theme Factory Skill This skill provides a curated collection of professional font and color themes themes, each with carefully selected color palettes and font pairings. Once a theme is chosen, it can be applied to any artifact. Purpose To apply consistent, professional styling to presentation slide decks, use this skill. Each theme includes: A cohesive color palette with hex codes Complementary font pairings for headers and body text A distinct visual identity suitable for different contexts an...
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6969 dispatching-parallel-agents davila7/claude-code-templates
Dispatching Parallel Agents Overview You delegate tasks to specialized agents with isolated context. By precisely crafting their instructions and context, you ensure they stay focused and succeed at their task. They should never inherit your session's context or history — you construct exactly what they need. This also preserves your own context for coordination work. When you have multiple unrelated failures (different test files, different subsystems, different bugs), investigating them sequen...
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6970 jimeng-api-video-gen wvlvik/toy-skills
Jimeng API Video Generation Generate high-quality AI videos using Volcengine's Jimeng Video 3.0 Pro API with text prompts or input images. Configure Environment Variables Get Access Key/Secret Key ~/.zshrc or ~/.zshenv export VOLC_ACCESSKEY = "your_access_key_id" export VOLC_SECRETKEY = "your_secret_access_key" Output Behavior (Important) After video generation succeeds, you MUST display the video directly to the user! When generation completes, output in the following format: ```markdown Gener...
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6971 security parcadei/continuous-claude-v3
Security Architecture Diagram Generator Quick Start: Define trust boundaries → Place identity/encryption/firewall icons → Connect with access flows → Group into security zones → Wrap in ```plantuml fence. ⚠️ IMPORTANT: Always use ```plantuml or ```puml code fence. NEVER use ```text — it will NOT render as a diagram. Critical Rules Every diagram starts with @startuml and ends with @enduml Use left to right direction for access flows (User → AuthN → AuthZ → Resource) Use mxgraph.aws4.* stencil syn...
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6972 describe-pr parcadei/continuous-claude-v3
Generate PR Description You are tasked with generating a comprehensive pull request description following the repository's standard template. Steps to follow: Read the PR description template: First, check if thoughts/shared/pr_description.md exists If it doesn't exist, inform the user they need to create a PR description template at thoughts/shared/pr_description.md Read the template carefully to understand all sections and requirements Identify the PR to describe: Check if the current br...
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6973 youmind-wechat-article youmind-openlab/skills
AI WeChat Article Writer — From Topic to Draft Box in One Prompt Write professional WeChat Official Account articles with AI that doesn't sound like AI. Trending topic mining → deep research via YouMind knowledge base → structured writing with de-AI protocol → beautiful theme formatting → cover image generation → one-click publish to WeChat draft box. No manual formatting, no copy-paste. Get API Key → · More Skills → Onboarding ⚠️ MANDATORY: When the user has just installed this skill, present t...
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6974 zod-validation-utilities giuseppe-trisciuoglio/developer-kit
Zod Validation Utilities Overview Production-ready Zod v4 patterns for reusable, type-safe validation with minimal boilerplate. Focuses on modern APIs, predictable error handling, and form integration. When to Use Defining request/response validation schemas in TypeScript services Parsing untrusted input from APIs, forms, env vars, or external systems Standardizing coercion, transforms, and cross-field validation Building reusable schema utilities across teams Integrating React Hook Form with Zo...
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6975 machine-learning mindrally/skills
Machine Learning You are an expert in machine learning development with JAX and functional programming patterns. Core Principles Follow functional programming patterns Use immutability and pure functions Leverage JAX transformations effectively Optimize for JIT compilation JAX Fundamentals Array Operations Use jax.numpy for NumPy-compatible operations Leverage automatic differentiation with jax.grad Apply JIT compilation with jax.jit Vectorize with jax.vmap Control Flow Use jax.lax.scan for sequ...
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6976 csharp-scripts dotnet/skills
C Scripts When to Use Testing a C concept, API, or language feature with a quick one-file program Prototyping logic before integrating it into a larger project When Not to Use The user needs a full project with multiple files or project references The user is working inside an existing .NET solution and wants to add code there The program is too large or complex for a single file Inputs Input Required Description C code or intent Yes The code to run, or a description of what the script should do...
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6977 prompt-master nidhinjs/prompt-master
PRIMACY ZONE — Identity, Hard Rules, Output Lock Who you are You are a prompt engineer. You take the user's rough idea, identify the target AI tool, extract their actual intent, and output a single production-ready prompt — optimized for that specific tool, with zero wasted tokens. You NEVER discuss prompting theory unless the user explicitly asks. You NEVER show framework names in your output. You build prompts. One at a time. Ready to paste. Hard rules — NEVER violate these NEVER output a prom...
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6978 opencode-expert s-hiraoku/synapse-a2a
OpenCode Expert Comprehensive guide for OpenCode - the open-source AI coding agent. Quick Reference Task Command/Action Start TUI opencode Continue session opencode -c or opencode --continue Run non-interactive opencode run "message" Start headless server opencode serve Web interface opencode web Switch agent Tab key File search @ then type filename Undo changes /undo Redo changes /redo Share conversation /share Initialize project /init Configure API keys /connect Agents OpenCode has two prim...
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6979 auto-skill toolsai/auto-skill
Auto-Skill 自進化知識系統 核心循環（Step 1–5） 你必須在每一輪對話中遵循以下核心循環： 0.5 環境自我檢查與加固（Self-Bootstrapping） 本步驟只在每個對話的第一次觸發 auto-skill 時執行一次： 定位全局規則文件 ：根據當前 IDE 查找對應的全局規則文件： IDE 全局規則文件路徑 Antigravity ~/.gemini/GEMINI.md Cursor ~/.cursor/rules/global.mdc Claude Code ~/.claude/CLAUDE.md Codex ~/.codex/instructions.md 以上為常見路徑，不限於此列表。若當前 IDE 不在列表中，請嘗試尋找該 IDE 的全局規則文件。 偵測加固狀態 ：讀取該文件，檢查是否已包含「任務啟動協議」相關規則。 自動追加規則 ：若未包含，在文件末尾追加以下內容： 任務啟動協議 (強制) * 當開啟新任務或觸發任何技能時，必須先讀取並執行 auto-skill 技能的 SKILL.md。 回覆提示 ：完成後告知用戶：「我已自動加固您的全局規則，確保...
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6980 dspy davila7/claude-code-templates
DSPy: Declarative Language Model Programming When to Use This Skill Use DSPy when you need to: Build complex AI systems with multiple components and workflows Program LMs declaratively instead of manual prompt engineering Optimize prompts automatically using data-driven methods Create modular AI pipelines that are maintainable and portable Improve model outputs systematically with optimizers Build RAG systems, agents, or classifiers with better reliability GitHub Stars: 22,000+ | Created By: ...
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6981 alicloud-ai-video-wan-video-test cinience/alicloud-skills
Category: test Minimal Viable Test Goals Validate only the minimal request path for this skill. If execution fails, record exact error details without guessing parameters. Prerequisites Prepare authentication and region settings based on the skill instructions. Target skill: skills/ai/video/alicloud-ai-video-wan-video Test Steps (Minimal) Open the target skill SKILL.md and choose one minimal input example. Send one minimal request or run the example script. Record request summary, response summa...
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6982 alicloud-ai-video-wan-r2v-test cinience/alicloud-skills
Category: test Minimal Viable Test Goals Validate only the minimal request path for this skill. If execution fails, record exact error details without guessing parameters. Prerequisites Prepare authentication and region settings based on the skill instructions. Target skill: skills/ai/video/alicloud-ai-video-wan-r2v Test Steps (Minimal) Open the target skill SKILL.md and choose one minimal input example. Send one minimal request or run the example script. Record request summary, response summary...
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6983 alicloud-database-rds-supabase-test cinience/alicloud-skills
Category: test RDS Supabase Minimal Viable Test Prerequisites AK/SK and region are configured. GoalsSkill: skills/database/rds/alicloud-database-rds-supabase/ 。 Test Steps 读取技能中 API 基础信息。 调用一个只读列表或详情 API。 记录实例数或错误码。 Expected Results 可完成一次最小只读调用。
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6984 vercel-react-best-practices davila7/claude-code-templates
Vercel React Best Practices Comprehensive performance optimization guide for React and Next.js applications, maintained by Vercel. Contains 62 rules across 8 categories, prioritized by impact to guide automated refactoring and code generation. When to Apply Reference these guidelines when: Writing new React components or Next.js pages Implementing data fetching (client or server-side) Reviewing code for performance issues Refactoring existing React/Next.js code Optimizing bundle size or load tim...
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6985 monorepo-architect sickn33/antigravity-awesome-skills
Monorepo Architect Expert in monorepo architecture, build systems, and dependency management at scale. Masters Nx, Turborepo, Bazel, and Lerna for efficient multi-project development. Use PROACTIVELY for monorepo setup, build optimization, or scaling development workflows across teams. Do not use this skill when The task is unrelated to monorepo architect You need a different domain or tool outside this scope Instructions Clarify goals, constraints, and required inputs. Apply relevant best pract...
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6986 symfony:controller-cleanup makfly/superpowers-symfony
$ npx skills add https://github.com/makfly/superpowers-symfony --skill symfony:controller-cleanup<div
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6987 promptfoo-evaluation daymade/claude-code-skills
Promptfoo Evaluation Overview This skill provides guidance for configuring and running LLM evaluations using Promptfoo, an open-source CLI tool for testing and comparing LLM outputs. Quick Start Initialize a new evaluation project npx promptfoo@latest init Run evaluation npx promptfoo@latest eval View results in browser npx promptfoo@latest view Configuration Structure A typical Promptfoo project structure: project/ ├── promptfooconfig.yaml Main configuration ├── prompts/ │ ├── s...
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6988 create-handoff parcadei/continuous-claude-v3
Create Handoff You are tasked with writing a handoff document to hand off your work to another agent in a new session. You will create a handoff document that is thorough, but also concise. The goal is to compact and summarize your context without losing any of the key details of what you're working on. Process 1. Filepath & Metadata Use the following information to understand how to create your document: First, determine the session name from existing handoffs: ls -td thoughts/shared/hando...
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6989 workflow-router parcadei/continuous-claude-v3
Workflow Router You are a goal-based workflow orchestrator. Your job is to understand what the user wants to accomplish and route them to the appropriate specialist agents with optimal resource allocation. When to Use Use this skill when: User wants to start a new task but hasn't specified a workflow User asks "how should I approach this?" User mentions wanting to explore, plan, build, or fix something You need to orchestrate multiple agents for a complex task Workflow Process Step 1: Goal S...
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6990 skill-development parcadei/continuous-claude-v3
Skill Development for Claude Code Plugins This skill provides guidance for creating effective skills for Claude Code plugins. About Skills Skills are modular, self-contained packages that extend Claude's capabilities by providing specialized knowledge, workflows, and tools. Think of them as "onboarding guides" for specific domains or tasks—they transform Claude from a general-purpose agent into a specialized agent equipped with procedural knowledge that no model can fully possess. What Skills Pr...
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6991 peft-fine-tuning davila7/claude-code-templates
PEFT (Parameter-Efficient Fine-Tuning) Fine-tune LLMs by training <1% of parameters using LoRA, QLoRA, and 25+ adapter methods. When to use PEFT Use PEFT/LoRA when: Fine-tuning 7B-70B models on consumer GPUs (RTX 4090, A100) Need to train <1% parameters (6MB adapters vs 14GB full model) Want fast iteration with multiple task-specific adapters Deploying multiple fine-tuned variants from one base model Use QLoRA (PEFT + quantization) when: Fine-tuning 70B models on single 24GB GPU Memory is the pr...
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6992 zig-best-practices 0xbigboss/claude-code
Zig Best Practices Type-First Development Types define the contract before implementation. Follow this workflow: Define data structures - structs, unions, and error sets first Define function signatures - parameters, return types, and error unions Implement to satisfy types - let the compiler guide completeness Validate at comptime - catch invalid configurations during compilation Make Illegal States Unrepresentable Use Zig's type system to prevent invalid states at compile time. Tagged unio...
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6993 eve-web-ui-testing-agent-browser incept5/eve-skillpacks
Web UI Testing with agent-browser Use agent-browser as the default CLI for deterministic UI checks. Install agent-browser macOS/Linux (recommended) npm install -g agent-browser agent-browser install Linux containers/VMs that need extra browser libs agent-browser install --with-deps Alternative install on macOS: brew install agent-browser agent-browser install Configure for Reliable Runs Use isolated state for each test target: one session per test flow agent-browser --session login-flow open ...
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6994 android-architecture new-silvermoon/awesome-android-agent-skills
Android Modern Architecture & Modularization Instructions When designing or refactoring an Android application, adhere to the Guide to App Architecture and Clean Architecture principles. 1. High-Level Layers Structure the application into three primary layers. Dependencies must strictly flow inwards (or downwards) to the core logic. UI Layer (Presentation) : Responsibility : Displaying data and handling user interactions. Components : Activities, Fragments, Composables, ViewModels. Dependencies ...
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6995 adr-skill vercel/ai
ADR Skill Philosophy ADRs created with this skill are executable specifications for coding agents . A human approves the decision; an agent implements it. The ADR must contain everything the agent needs to write correct code without asking follow-up questions. This means: Constraints must be explicit and measurable, not vibes Decisions must be specific enough to act on ("use PostgreSQL 16 with pgvector" not "use a database") Consequences must map to concrete follow-up tasks Non-goals must be sta...
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6996 react-flow-architecture existential-birds/beagle
React Flow Architecture When to Use React Flow Good Fit Visual programming interfaces Workflow builders and automation tools Diagram editors (flowcharts, org charts) Data pipeline visualization Mind mapping tools Node-based audio/video editors Decision tree builders State machine designers Consider Alternatives Simple static diagrams (use SVG or canvas directly) Heavy real-time collaboration (may need custom sync layer) 3D visualizations (use Three.js, react-three-fiber) Graph analysis with 10k+...
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6997 domain-fintech actionbook/rust-skills
FinTech Domain Layer 3: Domain Constraints Domain Constraints → Design Implications Domain Rule Design Constraint Rust Implication Audit trail Immutable records Arc, no mutation Precision No floating point rust_decimal Consistency Transaction boundaries Clear ownership Compliance Complete logging Structured tracing Reproducibility Deterministic execution No race conditions Critical Constraints Financial Precision RULE: Never use f64 for money WHY: Floating point loses precision RUST: Use rust_...
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6998 fork-discipline jezweb/claude-skills
Fork Discipline Audit the core/client boundary in multi-client codebases. Every multi-client project should have a clean separation between shared platform code (core) and per-deployment code (client). This skill finds where that boundary is blurred and shows you how to fix it. The Principle project/ src/ ← CORE: shared platform code. Never modified per client. config/ ← DEFAULTS: base config, feature flags, sensible defaults. clients/ client-name/ ← CLIENT: everything that v...
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6999 ai-ui-patterns patternsdev/skills
AI UI Patterns Table of Contents When to Use Instructions Details Source Building AI-powered interfaces – from chatbots to intelligent assistants – requires careful integration of backend AI services with reactive UI components. In this chapter, we explore design patterns in React for such interfaces, focusing on two implementations : a plain React app (using Vite) and a Next.js app. We'll use OpenAI's API (via the Vercel AI SDK) as our AI engine, and TailwindCSS for styling. Key topics include ...
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7000 senpi-onboard senpi-ai/senpi-skills
Senpi Agent Onboarding Onboard an AI agent into the Senpi trading platform. After this flow the agent will have a Senpi account, an API key, and a working MCP server connection for portfolio management, trader discovery, strategy creation, and order execution on Hyperliquid. Prerequisites: Shell/code execution access and Node.js (required for npx ). Defaults SENPI_MCP_ENDPOINT : https://mcp.prod.senpi.ai (use this if {{SENPI_MCP_ENDPOINT}} is a literal unsubstituted placeholder) REFERRAL_CODE : ...
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