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# Skill 仓库 描述 安装量
3751 desktop lobehub/lobehub
Desktop Development Guide Architecture Overview LobeHub desktop is built on Electron with main-renderer architecture: Main Process ( apps/desktop/src/main ): App lifecycle, system APIs, window management Renderer Process : Reuses web code from src/ Preload Scripts ( apps/desktop/src/preload ): Securely expose main process to renderer Adding New Desktop Features 1. Create Controller Location: apps/desktop/src/main/controllers/ import { ControllerModule , IpcMethod } from '@/controllers' ; export ...
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3752 pixijs-scene-container pixijs/pixijs-skills
Container is the general-purpose node of the PixiJS v8 scene graph. It holds children and applies transforms, alpha, tint, and blend mode to its whole subtree. Every display object you make will either be a Container you're building a branch on, or a leaf ( Sprite , Graphics , Text , Mesh ) that you nest inside one. Assumes familiarity with pixijs-scene-core-concepts . Quick Start const group = new Container ( { label : "hero-group" , x : 200 , y : 150 , sortableChildren : true , } ) ; const bod...
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3753 experience-ui-bundle-file-upload-generate forcedotcom/sf-skills
File Upload API (workflow) When the user wants file upload functionality in a React UI bundle, follow this workflow. This feature provides APIs only — you must build the UI components yourself using the provided APIs. CRITICAL: This is an API-only package The package exports programmatic APIs , not React components or hooks. You will: Use the upload() function to handle file uploads with progress tracking Build your own custom UI (file input, dropzone, progress bars, etc.) Track upload progress ...
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3754 experience-ui-bundle-agentforce-client-generate forcedotcom/sf-skills
Managing Agentforce Conversation Client HARD CONSTRAINT: NEVER create a custom agent, chatbot, or chat widget component. ALL such requests MUST be fulfilled by importing and rendering the existing <AgentforceConversationClient /> from @salesforce/ui-bundle-template-feature-react-agentforce-conversation-client as documented below. If a requirement is unsupported by this component's props, state the limitation — do not improvise an alternative. Prerequisites Before the component will work, the fol...
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3755 mcp-hub claude-office-skills/skills
Mcp Hub Skill Overview This skill provides access to 1200+ MCP (Model Context Protocol) servers - standardized tools that extend AI capabilities. Connect Claude to filesystems, databases, APIs, and document processing tools. How to Use Describe what you want to accomplish Provide any required input data or files I'll execute the appropriate operations Example prompts: "Access local filesystem to read/write documents" "Query databases for data analysis" "Integrate with GitHub, Slack, Google Drive...
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3756 trello automation claude-office-skills/skills
Trello Automation Comprehensive skill for automating Trello board management and kanban workflows. Core Concepts Board Structure TRELLO BOARD ANATOMY: ┌─────────────────────────────────────────────────────────┐ │ 📋 Project Board │ ├───────────┬───────────┬───────────┬───────────┬────────┤ │ Backlog │ To Do │ Doing │ Review │ Done │ ├───────────┼───────────┼───────────┼───────────┼────────┤ │ ┌───────┐ │ ┌───────┐ │ ┌───────┐ │ ┌───────┐ │ ...
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3757 high-perf-browser wondelai/skills
High Performance Browser Networking Framework A systematic approach to web performance optimization grounded in how browsers, protocols, and networks actually work. Apply these principles when building frontend applications, reviewing performance budgets, configuring servers, or diagnosing slow page loads. Core Principle Latency, not bandwidth, is the bottleneck. Most web performance problems stem from too many round trips, not too little throughput. A 5x bandwidth increase yields diminishing re...
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3758 routing-traffic-with-route53-and-cloudfront aws/agent-toolkit-for-aws
Routing Traffic with Route 53 and CloudFront Overview Domain expertise for configuring Amazon Route 53 to route traffic to Amazon CloudFront distributions using custom domain names. Covers hosted zone management, alias A/AAAA records, alternate domain name (CNAME) configuration, and ACM certificate setup for HTTPS. Configure Route 53 to route traffic to a CloudFront distribution To set up a custom domain for a CloudFront distribution with Route 53 DNS, follow the procedure exactly. See Route 53 ...
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3759 experience-ui-bundle-site-generate forcedotcom/sf-skills
Digital Experience Site for React UI Bundles Create and configure Digital Experience Sites that host React UI bundles on Salesforce. This skill generates the minimum necessary site infrastructure — Network, CustomSite, DigitalExperienceConfig, DigitalExperienceBundle, and the sfdc_cms__site content type — so a React app can be served from Salesforce. React sites differ from standard LWR sites: they don't need routes, views, theme layouts, or branding sets. The site acts as a thin container ( app...
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3760 pixijs-assets pixijs/pixijs-skills
The Assets API is PixiJS's asset loader, resolver, and cache in one singleton. Use it to load textures, video, spritesheets, fonts, JSON, and other resources with format detection, resolution switching, bundle grouping, progress tracking, and GPU cleanup. Quick Start await Assets . init ( { basePath : "/static/" } ) ; const texture = await Assets . load ( "bunny.png" ) ; const sprite = new Sprite ( texture ) ; app . stage . addChild ( sprite ) ; const [ hero , enemy ] = await Assets . load ( [ "...
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3761 platform-agentsetup-categories-fetch forcedotcom/sf-skills
platform-agentsetup-categories-fetch Fetch prompt categories from the Agentic Setup Categories Connect API on a connected Salesforce org. Scope In scope: Calling GET /services/data/{apiVersion}/agenticsetup/categories via SF CLI Passing the fetchPrompts query parameter to include nested prompts Parsing and presenting the JSON response (categories, labels, prompts) Handling errors (403 when feature is disabled, auth failures) Out of scope — delegate elsewhere: Creating or modifying prompt categor...
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3762 creating-mermaid-diagrams agents365-ai/365-skills
Mermaid Diagrams Generate .mmd text files and export to PNG/SVG/PDF using mmdc (local) or Kroki API (no install). Key advantage: Text-based syntax with fully automatic layout — no x/y coordinates needed. Prerequisites Option A: Local (mmdc) npm install -g @mermaid-js/mermaid-cli mmdc --version Option B: Kroki API (no install) curl --version Just need curl Show more
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3763 dx-devops-test-pipeline-configure forcedotcom/sf-skills
Configure DevOps Center Pipeline Testing Infrastructure Sets up and configures a DevOps Center pipeline's testing infrastructure. This skill handles three closely related "configure your pipeline" operations that share the same org context, prerequisites, and entity scope (the pipeline level). Pick the mode that matches the user's intent. API version: All DevOps testing system calls target Salesforce API v67.0 (minimum required). Important: All DevOps Center data (pipelines, stages, providers, s...
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3764 dx-devops-test-suite-assignments-configure forcedotcom/sf-skills
Configure DevOps Center Suite Assignments Recommends which existing test suites to run for a change, and manages how suites are assigned and mapped to pipeline stages. These operations share the same suite-stage metadata: a recommendation surfaces relevant suites and flags gaps, and those gaps lead directly into assignment. API version: All DevOps testing system calls target Salesforce API v67.0 (minimum required). Important: All DevOps Center data lives in the Salesforce org — NOT the local rep...
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3765 runpodctl runpod/runpod-plugins-official
Runpodctl Manage GPU pods, serverless endpoints, templates, volumes, and models. Install curl -sSL https://cli.runpod.net | bash (any platform) or brew install runpod/runpodctl/runpodctl . Manual binaries, Windows/Linux steps, and the version caveat ( --model-reference + multi-volume need v2.4.0+ ): reference/install.md . Old runpodctl builds silently lack newer flags/behaviors (e.g. --model-reference doesn't exist before v2.4.0) and produce confusing downstream errors — and the Homebrew tap can...
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3766 email classifier claude-office-skills/skills
Email Classifier Automatically categorize and prioritize emails to help manage inbox overload. Overview This skill helps you: Classify emails by category and type Determine priority and urgency Identify required actions Filter out low-value emails Organize for efficient processing Classification Categories Primary Categories Category Description Examples Action Required Needs your response/action Requests, approvals, questions FYI Informational, no action needed Updates, announcements, reports W...
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3767 docusign automation claude-office-skills/skills
DocuSign Automation Comprehensive skill for automating e-signature and document signing workflows. Core Workflows 1. Signing Flow DOCUSIGN SIGNING FLOW: ┌─────────────────┐ │ Create Envelope│ │ - Document │ │ - Recipients │ └────────┬────────┘ ▼ ┌─────────────────┐ │ Add Fields │ │ - Signatures │ │ - Initials │ │ - Dates │ └────────┬────────┘ ▼ ┌─────────────────┐ │ Send for │ │ Signature │ └────────┬────────┘ ▼ ┌─────────────────┐ │ Signer 1 Signs │ │...
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3768 monday.com automation claude-office-skills/skills
Monday.com Automation Comprehensive skill for automating Monday.com work management and team workflows. Core Concepts Board Structure BOARD ANATOMY: ┌─────────────────────────────────────────────────┐ │ 📋 Project Board │ ├─────────────────────────────────────────────────┤ │ Group: Sprint 1 │ │ ┌─────────┬────────┬────────┬────────┬────────┐│ │ │ Item │ Status │ Person │ Date │ Budget ││ │ ├─────────┼────────┼────────┼────────┼──...
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3769 database sync claude-office-skills/skills
Database Sync Comprehensive skill for database synchronization, replication, and data integration. Core Architecture Sync Patterns DATABASE SYNC PATTERNS: ┌─────────────────────────────────────────────────────────┐ │ ONE-WAY REPLICATION │ │ ┌──────────┐ ┌──────────┐ │ │ │ Master │ ──────▶ │ Replica │ │ │ └──────────┘ └──────────┘ │ └───────────────────────────────────────────...
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3770 prd-development deanpeters/product-manager-skills
Purpose Guide product managers through structured PRD (Product Requirements Document) creation by orchestrating problem framing, user research synthesis, solution definition, and success criteria into a cohesive document. Use this to move from scattered notes and Slack threads to a clear, comprehensive PRD that aligns stakeholders, provides engineering context, and serves as a source of truth—avoiding ambiguity, scope creep, and the "build what's in my head" trap. This is not a waterfall spec—it...
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3771 continuous-discovery wondelai/skills
Continuous Discovery Habits Framework Framework for building a sustainable, weekly practice of customer discovery that keeps product teams making progress toward desired outcomes. Rather than treating discovery as a phase that happens before development, this framework embeds customer learning into the ongoing rhythm of product work so that every decision is informed by fresh evidence. Core Principle Good product discovery requires a continuous cadence, not a one-time event. Teams that talk to c...
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3772 naver-blog-research nomadamas/k-skill
네이버 블로그 리서치 What this skill does 네이버 블로그를 검색하고, 개별 포스트의 원문을 읽고, 이미지를 로컬에 다운로드한다. API 키 없이 python3 표준 라이브러리만으로 동작한다. 검색 결과를 구조화된 JSON으로 출력한다. 모바일 버전( m.blog.naver.com )을 이용해 iframe 없이 본문을 직접 추출한다. 블로그 이미지 CDN( blogfiles.naver.net , postfiles.pstatic.net )에서 이미지를 다운로드한다. When to use "네이버 블로그에서 결혼식 체크리스트 검색해줘" "네이버 블로그 리서치 해줘" "한국 블로그에서 관련 정보 조사해줘" "네이버 블로그 글 읽어줘" "이 네이버 블로그 포스트에서 이미지 다운로드해줘" 한국어 콘텐츠 리서치에서 구글 외 네이버 블로그 소스가 필요한 상황 When not to use 네이버 뉴스, 카페, 지식iN 등 블로그 외 네이버 서비스 검색 대량 크롤링/스크래핑 (한 세션...
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3773 pixijs-scene-sprite pixijs/pixijs-skills
PixiJS has three sprite classes for different drawing tasks. Sprite is the default image-drawing leaf; NineSliceSprite is a resizable UI-panel variant that preserves corner art; TilingSprite repeats a texture across an area. The AnimatedSprite subclass of Sprite cycles through texture frames for frame-based animation. Assumes familiarity with pixijs-scene-core-concepts . All sprite classes are leaf nodes; they cannot have children. Wrap multiple sprites in a Container to group them. Quick Start ...
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3774 pixijs-events pixijs/pixijs-skills
PixiJS's federated event system mirrors DOM events on the scene graph. Set container.eventMode = 'static' to opt an object in, then listen with .on() , addEventListener() , or onEventName property handlers. Move events fire only over the listening object; use globalpointermove for drag. Quick Start const button = new Sprite ( await Assets . load ( "button.png" ) ) ; button . eventMode = "static" ; button . cursor = "pointer" ; app . stage . addChild ( button ) ; button . on ( "pointertap" , ( ev...
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3775 teach vinvcn/mattpocock-skills-zh-cn
No SKILL.md available for this skill. View on GitHub
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3776 setting-up-ec2-instance-profiles aws/agent-toolkit-for-aws
Setting Up EC2 Instance Profiles Overview Domain expertise for granting EC2 instances secure access to AWS services using IAM roles and instance profiles. Covers the full lifecycle: identifying required permissions, creating or reusing IAM roles with least-privilege policies, creating instance profiles, attaching them to EC2 instances, and verifying credential availability. Configure an EC2 instance profile To set up an IAM role and instance profile for an EC2 instance, follow the procedure exac...
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3777 dx-devops-test-suite-run forcedotcom/sf-skills
Run a DevOps Center Test Suite Triggers a DevOps Center test suite execution and watches it to completion. Running and polling are two halves of one operation — never poll without first having (or being handed) a runId . API version: All DevOps testing system calls target Salesforce API v67.0 (minimum required). Important: All DevOps Center data lives in the Salesforce org — NOT the local repo. Always query the org with sf data query or sf api request rest . Prerequisites Run the prerequisite ch...
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3778 creating-production-vpc-multi-az aws/agent-toolkit-for-aws
Creating a Production-Ready VPC Across Multiple Availability Zones Overview Domain expertise for creating production-ready VPC infrastructure distributed across multiple Availability Zones. Covers VPC creation with DNS support, public and private subnet layout with automatic CIDR calculation, internet gateway, NAT gateways for high-availability outbound access, route table configuration, and tiered security groups following AWS Well-Architected principles. Create a production VPC To create a ful...
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3779 experience-cms-brand-apply forcedotcom/sf-skills
Applying CMS Brand Universal skill for searching, extracting, and applying CMS brand guidelines to generated content. Scope This skill is for APPLYING existing brand guidelines from Salesforce CMS to content you generate. Use this skill when the user wants to: Apply their brand voice/tone to generated content Find and use brand guidelines stored in Salesforce CMS Search for an existing brand in their org Get brand instructions for content generation Ensure generated content matches their brand i...
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3780 data360-query forcedotcom/sf-skills
data360-query: Data Cloud Retrieve Phase Use this skill when the user needs query, search, and metadata introspection for Data Cloud: sync SQL, paginated SQL, async query workflows, table describe, vector search, hybrid search, or search index operations. When This Skill Owns the Task Use data360-query when the work involves: sf data360 query * sf data360 search-index * sf data360 metadata * sf data360 profile * or sf data360 insight * inspection understanding Data Cloud SQL results or query sha...
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3781 experience-content-media-search forcedotcom/sf-skills
Media Search Universal routing skill for searching and retrieving existing images and media. Scope This skill is for SEARCHING FOR existing media, not CREATING new media. Use this skill when the user wants to: Search for images in Salesforce CMS, Data Cloud Find existing visual assets to use in their app Retrieve media from connected sources Browse available images for their project Locate specific photos or graphics Show more Installs 648 Repository forcedotcom/sf-skills GitHub Stars 669 First ...
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3782 data360-connect forcedotcom/sf-skills
data360-connect: Data Cloud Connect Phase Use this skill when the user needs source connection work : connector discovery, connection metadata, connection testing, source-object browsing, connector schema inspection, or connector-specific setup payloads for external sources. When This Skill Owns the Task Use data360-connect when the work involves: sf data360 connection * connector catalog inspection connection creation, update, test, or delete browsing source objects, fields, databases, or schem...
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3783 data360-activate forcedotcom/sf-skills
data360-activate: Data Cloud Act Phase Use this skill when the user needs downstream delivery work : activations, activation targets, data actions, or pushing Data Cloud outputs into other systems. When This Skill Owns the Task Use data360-activate when the work involves: sf data360 activation * sf data360 activation-target * sf data360 data-action * sf data360 data-action-target * verifying downstream delivery setup Delegate elsewhere when the user is: still building the audience or insight → d...
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3784 fix-security-vulnerabilities-with-strix usestrix/strix
Fix Strix findings and verify Turn validated Strix findings into minimal, correct fixes — and prove they work by re-scanning. 1. Triage Get the findings from wherever the scan ran: OSS CLI — artifacts in strix_runs/<run-name>/ : vulnerabilities/*.md — one finding per file: description, severity, PoC steps or script, affected code locations, remediation guidance. vulnerabilities.json — the same findings as JSON (ids, severity, CWE/CVE, code_locations with fix_before / fix_after suggestions when a...
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3785 fish-audio acedatacloud/skills
Fish Audio — Text-to-Speech Generate narration / voiceover through AceDataCloud's Fish Audio API. Setup: See authentication for token setup. Quick Start curl -X POST https://api.acedata.cloud/fish/tts \ -H "Authorization: ACEDATACLOUD_API_TOKEN" \ -H "Content-Type: application/json" \ -H "model: s2-pro" \ -d '{"text":"你好，欢迎使用 AceData Cloud。","reference_id":"d7900c21663f485ab63ebdb7e5905036","format":"mp3"}' Synchronous responses return a direct audio URL: Show more Installs 902 Repository acedat...
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3786 tavily-search veithly/tavily-search
tavily search Web search returning LLM-optimized results with content snippets and relevance scores. Before running any command If tvly is not found on PATH, install it first: curl -fsSL https://cli.tavily.com/install.sh | bash && tvly login Do not skip this step or fall back to other tools. See tavily-cli for alternative install methods and auth options. When to use You need to find information on any topic You don't have a specific URL yet First step in the workflow : search → extract → map → ...
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3787 component-refactoring langgenius/dify
Dify Component Refactoring Skill Refactor high-complexity React components in the Dify frontend codebase with the patterns and workflow below. Complexity Threshold: Components with complexity > 50 (measured by pnpm analyze-component) should be refactored before testing. Quick Reference Commands (run from web/) Use paths relative to web/ (e.g., app/components/...). Use refactor-component for refactoring prompts and analyze-component for testing prompts and metrics. cd web Generate refactor...
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3788 ux-designer shubhamsaboo/awesome-llm-apps
UX Designer You are a senior UX Designer with deep expertise in user-centered design, research methodologies, information architecture, and interaction design. You help teams create intuitive, accessible, and delightful user experiences. When to Apply Use this skill when: Planning or conducting user research Creating wireframes, mockups, or prototypes Designing user flows and task flows Building personas or user journey maps Writing UX microcopy and interface text Reviewing designs for usability...
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3789 naming-analyzer softaworks/agent-toolkit
Naming Analyzer Skill Suggest better variable, function, and class names based on context and conventions. Instructions You are a naming convention expert. When invoked: Analyze Existing Names : Variables, constants, functions, methods Classes, interfaces, types Files and directories Database tables and columns API endpoints Identify Issues : Unclear or vague names Abbreviations that obscure meaning Inconsistent naming conventions Misleading names (name doesn't match behavior) Too short or too l...
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3790 image-taste-frontend leonxlnx/taste-skill
CORE DIRECTIVE: AWWWARDS-LEVEL IMAGE ART DIRECTION You are an elite frontend image art director. Your job is not to generate generic AI art. Your job is to generate highly creative, premium, frontend design reference images that feel like real high-end website concepts. Standard image generation tends to collapse into repetitive defaults: centered dark hero purple/blue AI glow floating meaningless blobs generic dashboard card spam weak typography hierarchy cloned sections "luxury" that is just b...
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3791 playwright-skill sickn33/antigravity-awesome-skills
Playwright Skill Opinionated, production-tested Playwright guidance — every pattern includes when (and when not ) to use it. 50+ reference guides covering the full Playwright surface: selectors, assertions, fixtures, page objects, network mocking, auth, visual regression, accessibility, API testing, CI/CD, debugging, and more — with TypeScript and JavaScript examples throughout. Playwright 1.60+ highlights covered in these guides include on-demand HAR recording inside tracing, locator.drop() for...
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3792 clawhub steipete/clawdis
ClawHub CLI Install npm i -g clawhub Auth (publish) clawhub login clawhub whoami Search clawhub search "postgres backups" Install clawhub install my-skill clawhub install my-skill --version 1.2 .3 Update (hash-based match + upgrade) clawhub update my-skill clawhub update my-skill --version 1.2 .3 clawhub update --all clawhub update my-skill --force clawhub update --all --no-input --force List clawhub list Publish clawhub publish ./my-skill --slug my-skill --name "My Skill" --version 1.2 .0 --cha...
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3793 hipass-receipt nomadamas/k-skill
하이패스 영수증 발급 What this skill does 공식 하이패스 홈페이지( https://www.hipass.co.kr )에서 이미 로그인된 브라우저 세션 을 재사용해: 사용내역 조회 특정 행 선택 영수증 팝업/출력 화면 진입 세션 만료 감지 후 재로그인 안내 까지를 반자동으로 돕는다. Hard limits 로그인은 반드시 사용자가 직접 해야 한다. 이 스킬은 로그인된 세션에서만 동작한다. ID/PW, 인증코드, OTP, 공동인증서 절차를 자동 입력하지 않는다. JSESSIONID 쿠키만 저장해 장시간 재사용하는 방식은 지원하지 않는다. 권장 세션 형태는 Playwright persistent context 또는 Chrome user-data-dir / remote-debugging 재사용이다. 세션이 만료되면 즉시 중단하고 다시 로그인 해야 한다. Why this design 현재 공개 페이지 기준으로: 로그인 페이지와 메인 페이지에 session_time=1200 이 노...
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3794 sentry-workflow getsentry/sentry-for-ai
All Skills Sentry Workflows Debug production issues and maintain code quality with Sentry context. This page helps you find the right workflow skill for your task. How to Fetch Skills Use curl to download skills — they are 10–20 KB files that fetch tools often summarize, losing critical details. curl -sL https://skills.sentry.gg/sentry-fix-issues/SKILL.md Append the path from the Path column in the table below to https://skills.sentry.gg/ . Do not guess or shorten URLs. Start Here — Read This Be...
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3795 building-ui-bundle-app forcedotcom/sf-skills
Building a UI Bundle App Overview Build a complete, deployable Salesforce React UI bundle application from a natural language description by orchestrating specialized UI bundle skills in correct dependency order. Each skill MUST be explicitly loaded before executing its phase. When to Use This Skill Use when: User requests a "React app", "UI bundle", "web app", or "full-stack app" on Salesforce User says "build an app", "create an application" and the context implies a non-LWC based frontend (e....
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3796 generating-ui-bundle-features forcedotcom/sf-skills
UI Bundle Features Installing Pre-built Features Always check for an existing feature before building something from scratch. The features CLI installs pre-built, tested packages into Salesforce UI bundles — from foundational UI libraries (shadcn/ui) to full-stack capabilities (authentication, search, navigation, GraphQL, Agentforce AI). Workflow Search project code first — check src/ for existing implementations before installing anything. Scope searches to src/ to avoid matching node_modules/ ...
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3797 building-ui-bundle-frontend forcedotcom/sf-skills
UI Bundle UI Identify the Task Determine which category the request falls into: Category Examples Implementation Guide Page New routed page (contacts, dashboard, settings) implementation/page.md Header / Footer Site-wide nav bar, footer, branding implementation/header-footer.md Component Widget, card, table, form, dialog implementation/component.md Layout and Navigation appLayout.tsx is the source of truth for navigation and layout. Every page shares this shell. When making any change that affec...
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3798 deploying-ui-bundle forcedotcom/sf-skills
Deploying a UI Bundle The order of operations is critical when deploying to a Salesforce org. This sequence reflects the canonical flow. Step 1: Org Authentication Check if the org is connected. If not, authenticate. All subsequent steps require an authenticated org. Step 2: Pre-deploy UI Bundle Build Install dependencies and build the UI bundle to produce dist/ . Required before deploying UI bundle entities. Run when: deploying UI bundles and dist/ is missing or source has changed. Step 3: Depl...
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3799 generating-ui-bundle-site forcedotcom/sf-skills
Digital Experience Site for React UI Bundles Create and configure Digital Experience Sites that host React UI bundles on Salesforce. This skill generates the minimum necessary site infrastructure — Network, CustomSite, DigitalExperienceConfig, DigitalExperienceBundle, and the sfdc_cms__site content type — so a React app can be served from Salesforce. React sites differ from standard LWR sites: they don't need routes, views, theme layouts, or branding sets. The site acts as a thin container ( app...
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3800 testing-agentforce forcedotcom/sf-skills
ADLC Test Automated testing for Agentforce agents with smoke tests, batch execution, and iterative fix loops. Overview This skill provides comprehensive testing capabilities for Agentforce agents, including automated utterance derivation from agent subagents, preview-based smoke testing, trace analysis, and an iterative fix loop for identified issues. It bridges the gap between initial development and production deployment. Platform Notes Shell examples below use bash syntax. On Windows, use Pow...
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