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# Skill 仓库 描述 安装量
5851 arize-experiment arize-ai/arize-skills
Arize Experiment Skill Concepts Experiment = a named evaluation run against a specific dataset version, containing one run per example Experiment Run = the result of processing one dataset example -- includes the model output, optional evaluations, and optional metadata Dataset = a versioned collection of examples; every experiment is tied to a dataset and a specific dataset version Evaluation = a named metric attached to a run (e.g., correctness , relevance ), with optional label, score, and ex...
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5852 safe-action-validation-errors next-safe-action/skills
next-safe-action Validation Errors Two Sources of Validation Errors Schema validation — automatic when input doesn't match .inputSchema() Manual validation — via returnValidationErrors() in server code (e.g., "email already taken") Both produce the same error structure on the client. Default Error Shape (Formatted) Mirrors the schema structure with _errors arrays at each level: // For schema: z.object({ email: z.string().email(), address: z.object({ city: z.string() }) }) { _errors : [ "Form-lev...
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5853 safe-action-hooks next-safe-action/skills
next-safe-action React Hooks Import // Standard hooks import { useAction , useOptimisticAction } from "next-safe-action/hooks" ; // Deprecated — use React's useActionState directly instead import { useStateAction } from "next-safe-action/stateful-hooks" ; useAction — Quick Start "use client" ; import { useAction } from "next-safe-action/hooks" ; import { createUser } from "@/app/actions" ; export function CreateUserForm ( ) { const { execute , result , status , isExecuting , isPending } = useAct...
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5854 plan-review camacho/ai-skills
Phase gate: PLAN checkpoint. MUST get APPROVE from all reviewers before proceeding to Build. Inputs Plan file path (default: most recent non- .done.md file in ai-workspace/plans/ ) --include <agent> : Force-add an agent to the panel --exclude <agent> : Remove an agent (except technical-editor, which cannot be excluded) Steps Find the plan file : ls -t ai-workspace/plans/*.md | grep -v '.done.md' | head -1 If no plan file found → error: "No plan file in ai-workspace/plans/. Write a plan first." I...
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5855 pptx davila7/claude-code-templates
PPTX Skill Quick Reference Task Guide Read/analyze content python -m markitdown presentation.pptx Edit or create from template Read editing.md Create from scratch Read pptxgenjs.md Reading Content Text extraction python -m markitdown presentation.pptx Visual overview python scripts/thumbnail.py presentation.pptx Raw XML python scripts/office/unpack.py presentation.pptx unpacked/ Editing Workflow Read editing.md for full details. Analyze template with thumbnail.py Unpack → manipulate slides → ...
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5856 seo-audit kostja94/marketing-skills
SEO Audit You are an expert in search engine optimization. Your goal is to identify SEO issues and provide actionable recommendations to improve organic search performance. 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 covered or specific to this task. Before auditing, understand: Site ...
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5857 recipe-batch-reply-to-emails googleworkspace/cli
Batch Reply to Similar Gmail Messages PREREQUISITE: Load the following skills to execute this recipe: gws-gmail Find Gmail messages matching a query and send a standard reply to each one. Steps Find messages needing replies: gws gmail users messages list --params '{"userId": "me", "q": "is:unread from:customers label:support"}' --format table Read a message: gws gmail users messages get --params '{"userId": "me", "id": "MSG_ID"}' Send a reply: gws gmail +send --to sender@example.com --subject 'R...
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5858 m12-lifecycle zhanghandong/rust-skills
Resource Lifecycle Layer 2: Design Choices Core Question When should this resource be created, used, and cleaned up? Before implementing lifecycle: What's the resource's scope? Who owns the cleanup responsibility? What happens on error? Lifecycle Pattern → Implementation Show more
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5859 microcopy lobehub/lobe-chat
LobeHub UI Microcopy Guidelines Brand: Where Agents Collaborate - Focus on collaborative agent system, not just "generation". Fixed Terminology Chinese English 空间 Workspace 助理 Agent 群组 Group 上下文 Context 记忆 Memory 连接器 Integration 技能 Skill 助理档案 Agent Profile 话题 Topic 文稿 Page 社区 Community 资源 Resource 库 Library 模型服务商 Provider 评测 Evaluation 基准 Benchmark 数据集 Dataset 用例 Test Case Brand Principles Create : One sentence → usable Agent; clear next step Collaborate : Multi-agent; shared Context; controlled...
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5860 product boshu2/agentops
/product — Interactive PRODUCT.md Generation Purpose: Guide the user through creating a PRODUCT.md that unlocks product-aware council reviews in /pre-mortem and /vibe . YOU MUST EXECUTE THIS WORKFLOW. Do not just describe it. CLI dependencies: None required. Execution Steps Given /product [target-dir] : target-dir defaults to the current working directory. Step 1: Pre-flight Check if PRODUCT.md already exists: ls PRODUCT.md 2 > /dev/null If it exists: Use AskUserQuestion: Question: "PRODUCT.md a...
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5861 jupyter-notebook-writing zc277584121/marketing-skills
Skill: Jupyter Notebook Writing Write Milvus application-level Jupyter notebook examples as a DevRel workflow. Uses a Markdown-first approach — AI edits .md files, then converts to .ipynb via jupyter-switch . Prerequisites : Python >= 3.10, uv ( uvx command available) When to Use The user wants to create or edit a Jupyter notebook example, typically demonstrating Milvus usage in an application context (RAG, semantic search, hybrid search, etc.). Core Workflow: Markdown-First Editing Jupyter .ipy...
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5862 safe-action-middleware next-safe-action/skills
next-safe-action Middleware Quick Start import { createSafeActionClient } from "next-safe-action" ; const actionClient = createSafeActionClient ( ) ; // Add middleware with .use() const authClient = actionClient . use ( async ( { next } ) => { const session = await getSession ( ) ; if ( ! session ?. user ) { throw new Error ( "Unauthorized" ) ; } // Pass context to the next middleware/action via next({ ctx }) return next ( { ctx : { userId : session . user . id } , } ) ; } ) ; How Middleware Wor...
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5863 recipe-send-personalized-emails googleworkspace/cli
Send Personalized Emails from a Sheet PREREQUISITE: Load the following skills to execute this recipe: gws-sheets , gws-gmail Read recipient data from Google Sheets and send personalized Gmail messages to each row. Steps Read recipient list: gws sheets +read --spreadsheet-id SHEET_ID --range 'Contacts!A2:C' For each row, send a personalized email: gws gmail +send --to recipient@example.com --subject 'Hello, Name' --body 'Hi Name, your report is ready.'
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5864 recipe-search-and-export-emails googleworkspace/cli
Search and Export Emails PREREQUISITE: Load the following skills to execute this recipe: gws-gmail Find Gmail messages matching a query and export them for review. Steps Search for emails: gws gmail users messages list --params '{"userId": "me", "q": "from:client@example.com after:2024/01/01"}' Get full message: gws gmail users messages get --params '{"userId": "me", "id": "MSG_ID"}' Export results: gws gmail users messages list --params '{"userId": "me", "q": "label:project-x"}' --format json >...
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5865 docs-review metabase/metabase
Documentation Review Skill @./../_shared/metabase-style-guide.md Review mode detection IMPORTANT: Before starting the review, determine which mode to use: PR review mode: If the mcp__github__create_pending_pull_request_review tool is available, you are reviewing a GitHub PR Use the pending review workflow to post all issues as one cohesive review Follow the workflow steps in "PR review mode format" below Local review mode: If the MCP tool is NOT available, output issues in the conversation...
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5866 go-testing cxuu/golang-skills
Go Testing Guidelines for writing clear, maintainable Go tests following Google's style. Useful Test Failures Normative: Test failures must be diagnosable without reading the test source. Every failure message should include: What caused the failure The function inputs The actual result (got) The expected result (want) Failure Message Format Use the standard format: YourFunc(%v) = %v, want %v // Good: if got := Add(2, 3); got != 5 { t.Errorf("Add(2, 3) = %d, want %d", got, 5) } // Ba...
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5867 grepai-search-basics yoanbernabeu/grepai-skills
This skill covers the fundamentals of semantic code search with GrepAI. When to Use This Skill - Learning GrepAI search - Performing basic code searches - Understanding semantic vs. text search - Interpreting search results Prerequisites - GrepAI initialized (`grepai init`) - Index created (`grepai watch`) - Embedding provider running (Ollama, etc.) What is Semantic Search? Unlike traditional text search (grep, ripgrep), GrepAI searches by meaning: | Text search | Exact string ma...
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5868 rag-engineer sickn33/antigravity-awesome-skills
RAG Engineer Role: RAG Systems Architect I bridge the gap between raw documents and LLM understanding. I know that retrieval quality determines generation quality - garbage in, garbage out. I obsess over chunking boundaries, embedding dimensions, and similarity metrics because they make the difference between helpful and hallucinating. Capabilities Vector embeddings and similarity search Document chunking and preprocessing Retrieval pipeline design Semantic search implementation Context windo...
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5869 tab-accordion kostja94/marketing-skills
Components: Tab & Accordion Guides tab and accordion implementation for organizing content without excessive vertical space. Two layout patterns: vertical accordion (FAQ-style, stacked) and horizontal tabs (how-to style, side-by-side). Both improve UX by reducing scroll; SEO impact depends on implementation and content placement. When invoking : On first use , if helpful, open with 1–2 sentences on what this skill covers and why it matters, then provide the main output. On subsequent use or when...
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5870 frontend-ui-dark-ts sickn33/antigravity-awesome-skills
Frontend UI Dark Theme (TypeScript) A modern dark-themed React UI system using Tailwind CSS and Framer Motion . Designed for dashboards, admin panels, and data-rich applications with glassmorphism effects and tasteful animations. Stack Package Version Purpose react ^18.x UI framework react-dom ^18.x DOM rendering react-router-dom ^6.x Routing framer-motion ^11.x Animations clsx ^2.x Class merging tailwindcss ^3.x Styling vite ^5.x Build tool typescript ^5.x Type safety Quick Start npm create vit...
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5871 public-relations kostja94/marketing-skills
Channels: Public Relations Guides PR and press release strategy. Journalists use ~3% of releases they receive; proper structure is critical. Use this skill when writing press releases, planning product announcements, or building media relations. When invoking : On first use , if helpful, open with 1–2 sentences on what this skill covers and why it matters, then provide the main output. On subsequent use or when the user asks to skip, go directly to the main output. Initial Assessment Check for p...
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5872 react19-concurrent-patterns github/awesome-copilot
React 19 Concurrent Patterns React 19 introduced new APIs that complement the migration work. This skill covers two concerns: Preserve existing React 18 concurrent patterns that must not be broken during migration Adopt new React 19 APIs worth introducing after migration stabilizes Part 1 Preserve: React 18 Concurrent Patterns That Must Survive the Migration These patterns exist in React 18 codebases and must not be accidentally removed or broken: createRoot Already Migrated by the R18 Orchest...
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5873 architecting-solutions charon-fan/agent-playbook
Architecting Solutions Analyzes requirements and creates detailed PRD documents for software implementation. Description Use this skill when you need to: Create PRD documents Design software solutions Analyze requirements Specify features Document technical plans Plan refactoring or migration Installation This skill is typically installed globally at ~/.claude/skills/architecting-solutions/. How It Works The skill guides Claude through a structured workflow: Clarify requirements - Ask ta...
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5874 rsbuild-best-practices rstackjs/agent-skills
Rsbuild Best Practices Apply these rules when writing or reviewing Rsbuild projects. Configuration Use rsbuild.config.ts and defineConfig Use tools.rspack or tools.bundlerChain only when no first-class Rsbuild option exists Define explicit source.entry values for multi-page applications In TypeScript projects, prefer tsconfig.json path aliases first CLI Use rsbuild dev for local development Use rsbuild build for production build Use rsbuild preview only for local production preview Use rsbuild i...
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5875 read-working-memory nowledge-co/community
Read Working Memory Start every session with context. Your Working Memory is a daily briefing synthesized from your knowledge base. When to Use At session start: Beginning of a new conversation Returning to a project after a break When context about recent work would help During session: User asks "what am I working on?" or "what's my context?" User references recent priorities or decisions Need to understand what's been happening across tools Skip when: Already loaded this session User explicit...
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5876 add-provider-doc lobehub/lobe-chat
Adding New AI Provider Documentation Complete workflow for adding documentation for a new AI provider. Overview Create usage documentation (EN + CN) Add environment variable documentation (EN + CN) Update Docker configuration files Update .env.example Prepare image resources Step 1: Create Provider Usage Documentation Required Files docs/usage/providers/{provider-name}.mdx (English) docs/usage/providers/{provider-name}.zh-CN.mdx (Chinese) Key Requirements 5-6 screenshots showing the process Cove...
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5877 pdf davila7/claude-code-templates
PDF Processing Guide Overview This guide covers essential PDF processing operations using Python libraries and command-line tools. For advanced features, JavaScript libraries, and detailed examples, see REFERENCE.md. If you need to fill out a PDF form, read FORMS.md and follow its instructions. Quick Start from pypdf import PdfReader , PdfWriter Read a PDF reader = PdfReader ( "document.pdf" ) print ( f"Pages: { len ( reader . pages ) } " ) Extract text text = "" for page in reader . pages : t...
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5878 m14-mental-model zhanghandong/rust-skills
Mental Models Layer 2: Design Choices Core Question What's the right way to think about this Rust concept? When learning or explaining Rust: What's the correct mental model? What misconceptions should be avoided? What analogies help understanding? Key Mental Models Show more
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5879 mmx-cli minimax-ai/skills
MiniMax CLI — Agent Skill Guide Use mmx to generate text, images, video, speech, music, and perform web search via the MiniMax AI platform. Prerequisites Install npm install -g mmx-cli Auth (OAuth persists to ~/.mmx/credentials.json, API key persists to ~/.mmx/config.json) mmx auth login --api-key sk-xxxxx Verify active auth source mmx auth status Or pass per-call mmx text chat --api-key sk-xxxxx --message "Hello" Region is auto-detected. Override with --region global or --region cn . Agent ...
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5880 remove-ai-style zc277584121/marketing-skills
Remove AI Style Review and adjust the writing style of an article to reduce obvious AI-generated patterns, making the text read more naturally and human-like. When to Use Use this skill when the user asks to: Remove AI style from an article Make AI-generated text sound more natural Polish writing to reduce robotic or formulaic patterns Intensity Levels The user can specify how aggressively to remove AI patterns. If they don't specify, default to "heavy" . Level Description Moderate (中等) Only fix...
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5881 adk botpress/skills
Botpress ADK Guidelines Use this skill when you've got questions about the Botpress Agent Development Kit (ADK) - like when you're building a feature that involves tables, actions, tools, workflows, conversations, files, knowledge bases, triggers, or Zai. What is the ADK? The Botpress ADK is a convention-based TypeScript framework where file structure maps directly to bot behavior. Place files in the correct directories, and they automatically become available as bot capabilities. The ADK pr...
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5882 mapbox-store-locator-patterns mapbox/mapbox-agent-skills
Store Locator Patterns Skill Comprehensive patterns for building store locators, restaurant finders, and location-based search applications with Mapbox GL JS. Covers marker display, filtering, distance calculation, interactive lists, and directions integration. When to Use This Skill Use this skill when building applications that: Display multiple locations on a map (stores, restaurants, offices, etc.) Allow users to filter or search locations Calculate distances from user location Provide inter...
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5883 hotkey lobehub/lobe-chat
Adding Keyboard Shortcuts Guide Steps to Add a New Hotkey 1. Update Hotkey Constant In src/types/hotkey.ts : export const HotkeyEnum = { // existing... ClearChat : 'clearChat' , // Add new } as const ; 2. Register Default Hotkey In src/const/hotkeys.ts : import { KeyMapEnum as Key , combineKeys } from '@lobehub/ui' ; export const HOTKEYS_REGISTRATION : HotkeyRegistration = [ { group : HotkeyGroupEnum . Conversation , id : HotkeyEnum . ClearChat , keys : combineKeys ( [ Key . Mod , Key . Shift , ...
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5884 but gitbutlerapp/gitbutler
GitButler CLI Skill Use GitButler CLI ( but ) as the default version-control interface. Non-Negotiable Rules Use but for all write operations. Never run git add , git commit , git push , git checkout , git merge , git rebase , git stash , or git cherry-pick . If the user says a git write command, translate it to but and run that. Always add --json --status-after to mutation commands. Use CLI IDs from but status --json / but diff --json / but show --json ; never hardcode IDs. Start with but statu...
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5885 motion-designer dylantarre/animation-principles
Motion Designer: Visual Animation Craft You are a motion designer creating expressive, purposeful movement. Apply Disney's 12 principles to craft animations that communicate and delight. The 12 Principles for Motion Design 1. Squash and Stretch The soul of organic movement. Compress on impact, elongate during speed. Preserve volume—wider means shorter. Use for characters, UI elements with personality, brand mascots. 2. Anticipation Wind-up before action. A button recoils before launching na...
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5886 go-linting cxuu/golang-skills
Go Linting Source: Uber Go Style Guide Core Principle More important than any "blessed" set of linters: lint consistently across a codebase. Consistent linting helps catch common issues and establishes a high bar for code quality without being unnecessarily prescriptive. Minimum Recommended Linters Source: Uber Go Style Guide These linters catch the most common issues while maintaining a high quality bar: Linter Purpose errcheck Ensure errors are handled goimports Format code and manage ...
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5887 scikit-learn davila7/claude-code-templates
Scikit-learn Overview This skill provides comprehensive guidance for machine learning tasks using scikit-learn, the industry-standard Python library for classical machine learning. Use this skill for classification, regression, clustering, dimensionality reduction, preprocessing, model evaluation, and building production-ready ML pipelines. Installation Install scikit-learn using uv uv uv pip install scikit-learn Optional: Install visualization dependencies uv uv pip install matplotlib seab...
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5888 annotating-task-lineage astronomer/agents
Annotating Task Lineage with Inlets & Outlets This skill guides you through adding manual lineage annotations to Airflow tasks using inlets and outlets . Reference: See the OpenLineage provider developer guide for the latest supported operators and patterns. On Astro Lineage annotations defined with inlets and outlets are visualized in Astro's enhanced Lineage tab , which provides cross-DAG and cross-deployment lineage views. This means your annotations are immediately visible in the Astro UI, g...
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5889 hairy-react-lib hairyf/skills
Based on @hairy/react-lib v1.47.0. Focuses on React hooks and components for building React applications. Core References | Async Hooks | Async state management and callback handling | [core-async-hooks](https://github.com/hairyf/skills/blob/main/skills/hairy-react-lib/references/core-async-hooks.md) | Watch Hooks | Reactive value watching and change detection | [core-watch-hooks](https://github.com/hairyf/skills/blob/main/skills/hairy-react-lib/references/core-watch-hooks.md) | Lifec...
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5890 figma-generate-library openai/skills
Design System Builder — Figma MCP Skill Build professional-grade design systems in Figma that match code. This skill orchestrates multi-phase workflows across 20–100+ use_figma calls, enforcing quality patterns from real-world design systems (Material 3, Polaris, Figma UI3, Simple DS). Prerequisites : The figma-use skill MUST also be loaded for every use_figma call. It provides Plugin API syntax rules (return pattern, page reset, ID return, font loading, color range). This skill provides design ...
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5891 domain-cli actionbook/rust-skills
CLI Domain Layer 3: Domain Constraints Domain Constraints → Design Implications Domain Rule Design Constraint Rust Implication User ergonomics Clear help, errors clap derive macros Config precedence CLI > env > file Layered config loading Exit codes Non-zero on error Proper Result handling Stdout/stderr Data vs errors eprintln! for errors Interruptible Handle Ctrl+C Signal handling Critical Constraints User Communication Show more
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5892 meta-cognition-parallel actionbook/rust-skills
Meta-Cognition Parallel Analysis (Experimental) Status: Experimental | Version: 0.2.0 | Last Updated: 2025-01-27 This skill tests parallel three-layer cognitive analysis. Concept Instead of sequential analysis, this skill launches three parallel analyzers - one for each cognitive layer - then synthesizes their results. User Question │ ▼ ┌─────────────────────────────────────────────────────┐ │ meta-cognition-parallel │ │ (Coordinator) ...
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5893 react19-test-patterns github/awesome-copilot
React 19 Test Migration Patterns Reference for all test file migrations required by React 19. Priority Order Fix test files in this order; each layer depends on the previous: act import fix first, it unblocks everything else Simulate → fireEvent fix immediately after act Full react-dom/test-utils cleanup remove remaining imports StrictMode call counts measure actual, don't guess Async act wrapping for remaining "not wrapped in act" warnings Custom render helper verify once per codebase, not per ...
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5894 agent-skills datadog-labs/agent-skills
Datadog Skills Essential Datadog skills for AI agents. Core Skills Skill Description dd-pup Primary CLI - all pup commands, auth, PATH setup dd-monitors Create, manage, mute monitors and alerts dd-logs Search logs, pipelines, archives dd-apm Traces, services, performance analysis dd-docs Search Datadog documentation dd-llmo LLM Observability traces, experiments, evals Install Install core skills npx skills add datadog-labs/agent-skills \ --skill dd-pup \ --skill dd-monitors \ --skill dd-logs \ ...
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5895 stripe-integration sickn33/antigravity-awesome-skills
Stripe Integration Master Stripe payment processing integration for robust, PCI-compliant payment flows including checkout, subscriptions, webhooks, and refunds. When to Use This Skill Implementing payment processing in web/mobile applications Setting up subscription billing systems Handling one-time payments and recurring charges Processing refunds and disputes Managing customer payment methods Implementing SCA (Strong Customer Authentication) for European payments Building marketplace payment ...
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5896 asc-revenuecat-catalog-sync rudrankriyam/asc-skills
asc RevenueCat catalog sync Use this skill to keep App Store Connect (ASC) and RevenueCat aligned, including creating missing ASC items and mapping them to RevenueCat resources. When to use You want to bootstrap RevenueCat from an existing ASC catalog. You want to create missing ASC subscriptions/IAPs, then map them into RevenueCat. You need a drift audit before release. You want deterministic product mapping based on identifiers. Preconditions asc authentication is configured ( asc auth login o...
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5897 m09-domain zhanghandong/rust-skills
Domain Modeling Layer 2: Design Choices Core Question What is this concept's role in the domain? Before modeling in code, understand: Is it an Entity (identity matters) or Value Object (interchangeable)? What invariants must be maintained? Where are the aggregate boundaries? Domain Concept → Rust Pattern Show more
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5898 ads-google agricidaniel/claude-ads
Google Ads Deep Analysis Process Collect Google Ads account data (export, Change History, Search Terms Report) Read ads/references/google-audit.md for full 74-check audit Read ads/references/benchmarks.md for Google-specific benchmarks Read ads/references/scoring-system.md for weighted scoring Evaluate all applicable checks as PASS, WARNING, or FAIL Calculate Google Ads Health Score (0-100) Generate findings report with action plan What to Analyze Conversion Tracking (25% weight) Google tag (gta...
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5899 twilio-communications sickn33/antigravity-awesome-skills
Twilio Communications Patterns SMS Sending Pattern Basic pattern for sending SMS messages with Twilio. Handles the fundamentals: phone number formatting, message delivery, and delivery status callbacks. Key considerations: Phone numbers must be in E.164 format (+1234567890) Default rate limit: 80 messages per second (MPS) Messages over 160 characters are split (and cost more) Carrier filtering can block messages (especially to US numbers) When to use: ['Sending notifications to users', 'Tran...
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5900 tresjs onmax/nuxt-skills
TresJS Vue 3 framework for building 3D scenes with Three.js. Declarative components that wrap Three.js objects. Packages: @tresjs/core (required), @tresjs/cientos (helpers), @tresjs/post-processing (effects) Installation Core (required) pnpm add three @tresjs/core Helpers - controls, loaders, materials, staging pnpm add @tresjs/cientos Post-processing effects pnpm add @tresjs/post-processing Quick Reference Working on... Load file TresCanvas, useTres, useLoop references/core.md Controls, load...
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