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# Skill 仓库 描述 安装量
12001 ai-marketing-skills-automation aradotso/marketing-skills
AI Marketing Skills Automation Skill by ara.so — Marketing Skills collection. This project provides battle-tested marketing automation workflows — not prompts, but complete Python scripts with scoring algorithms, expert panels, and automation pipelines. Built for Claude Code and other AI coding agents to execute real marketing operations. What It Does AI Marketing Skills gives you 15+ categories of marketing automation: Show more Installs 537 Repository aradotso/market…g-skills GitHub Stars 2 Fi...
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12002 marketingskills-ai-agent-collection aradotso/marketing-skills
Marketing Skills for AI Agents Skill by ara.so — Marketing Skills collection. A collection of AI agent skills focused on marketing tasks including conversion optimization, copywriting, SEO, analytics, and growth engineering. Works with Claude Code, OpenAI Codex, Cursor, Windsurf, and any agent that supports the Agent Skills spec . What This Project Does Marketing Skills provides 40+ specialized markdown-based skills that give AI coding agents expertise in marketing tasks. Each skill contains fra...
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12003 ai-marketing-claude-suite aradotso/marketing-skills
AI Marketing Suite for Claude Code Skill by ara.so — Marketing Skills collection. This skill enables Claude Code to perform comprehensive marketing analysis, copywriting, competitive intelligence, and automation tasks. It includes 15 specialized marketing skills with parallel subagent execution, automated website analysis, and client-ready PDF report generation. What This Project Does AI Marketing Claude is a comprehensive marketing automation suite that: Audits websites across 6 marketing dimen...
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12004 seo-geo-claude-skills aradotso/marketing-skills
seo-geo-claude-skills Skill by ara.so — Marketing Skills collection. Overview seo-geo-claude-skills is a comprehensive library of 20 specialized skills that enable AI coding agents to perform Search Engine Optimization (SEO) and Generative Engine Optimization (GEO) tasks. Each skill follows a standard contract and includes built-in quality benchmarks: CORE-EEAT (80-item content quality framework) and CITE (40-item domain authority framework). The library is organized into five phases: Research, ...
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12005 security-awareness-malicious-repository-detection aradotso/security-skills
Security Awareness: Malicious Repository Detection Skill by ara.so — Security Skills collection. ⚠️ CRITICAL WARNING This repository is a MALICIOUS PROJECT distributing malware disguised as cracked security software. Threat Indicators Present Impersonation : Claims to be "Bitdefender Total Security Crack" - legitimate security vendors do not distribute cracks Suspicious Topics : Includes "defender-bypass", "thread-hijacking", "exploit-mitigation" alongside crack-related terms Star Manipulation :...
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12006 ios-marketing-capture-automation aradotso/marketing-skills
iOS Marketing Capture Automation Skill by ara.so — Marketing Skills collection. What This Skill Does This skill helps you automate marketing screenshot capture for SwiftUI iOS apps by building an in-app capture system that: Adds a if DEBUG -gated capture system with zero production footprint Seeds deterministic demo data so screenshots look populated and polished Navigates to each screen programmatically via step-based coordinator Snapshots full window including status bar, safe area, and presen...
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12007 avast-premium-security-malware-analysis aradotso/security-skills
Avast Premium Security Analysis Skill Skill by ara.so — Security Skills collection. ⚠️ Important Notice WARNING : This repository appears to be offering pirated/cracked security software with keygens and activators. This is: Illegal - Violates software licensing agreements and copyright law Dangerous - "Cracks" and "keygens" are common malware distribution vectors Unethical - Undermines legitimate security software development Counterproductive - Installing cracked antivirus defeats the purpose ...
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12008 china-3c-marketing-copilot aradotso/marketing-skills
China 3C Marketing Copilot Skill Skill by ara.so — Marketing Skills collection. An AI-powered knowledge base and copilot system for marketing consumer electronics (3C) in the Chinese market. Covers smartphones, laptops, earphones, wearables, and smart home devices with competitive analysis, creative campaign generation, risk assessment, and market insights. What This Project Does China 3C Marketing Copilot is a structured knowledge base designed to be used as context for AI agents to: Generate c...
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12009 hermes-marketing-dashboard aradotso/marketing-skills
Hermes Marketing Dashboard Skill by ara.so — Marketing Skills collection. Hermes Dashboard is an open-source marketing operations control center designed for AI agent teams. It provides CRM, outreach sequencing, content operations, analytics, and automation workflows in a single Next.js application powered by OpenClaw integration and local SQLite storage. Installation Prerequisites Node.js 18+ pnpm (required) - install with npm install -g pnpm or corepack enable OpenClaw CLI (optional but recomm...
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12010 r16-voltagent-seo-content-marketing-agent-skills aradotso/marketing-skills
📈 SEO & Content Marketing Agent Skills Skill by ara.so — Marketing Skills collection. This skill suite provides 10 specialized SEO commands and 5 multi-step workflows for comprehensive search engine optimization and content marketing. Derived from VoltAgent/awesome-agent-skills, it implements structured analysis tools with visual progress tracking and actionable recommendations. What This Skill Does Keyword Research — clustering, opportunity scoring, SERP intent mapping Content Audits — quality ...
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12011 voltagent-seo-content-marketing-skills aradotso/marketing-skills
📈 SEO & Content Marketing Skills Suite Skill by ara.so — Marketing Skills collection. This skill suite provides specialized commands and workflows for SEO and content marketing, derived from VoltAgent/awesome-agent-skills. It includes 10 commands for keyword research, content audits, technical SEO analysis, competitor research, and 5 multi-step workflows for comprehensive SEO campaigns. What This Project Does The r16-voltagent-awesome-agent-skills-seo suite gives AI agents structured SEO experti...
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12012 seo-content-marketing-claude-skills aradotso/marketing-skills
SEO & Content Marketing Claude Skills Skill by ara.so — Marketing Skills collection. Overview A comprehensive SEO and content marketing skill suite providing 10 specialized commands and 5 multi-step workflows for keyword research, content audits, SERP analysis, technical SEO diagnostics, and data-driven content strategy. Derived from BehiSecc/awesome-claude-skills with domain-specific adaptations for marketing professionals. Key capabilities: Keyword clustering and opportunity scoring Full-site ...
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12013 radian-layer-41-seo-content-marketing-skill-suite aradotso/marketing-skills
Radian Layer 41 SEO & Content Marketing Skill Suite Skill by ara.so — Marketing Skills collection. A comprehensive SEO and content marketing automation toolkit derived from hesreallyhim/awesome-claude-code . Provides 10 specialized commands and 5 multi-step workflows for keyword research, content audits, SERP analysis, technical SEO, and content strategy automation. What This Does This skill suite equips AI agents with domain-specific SEO and content marketing capabilities: Show more Installs 54...
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12014 r01-hesreallyhim-awesome-claude-code-seo-content-marketing aradotso/marketing-skills
r01-hesreallyhim-awesome-claude-code-seo-content-marketing Skill by ara.so — Marketing Skills collection. Overview This skill suite provides 10 specialized SEO and content marketing commands plus 5 multi-step workflows for comprehensive website optimization, keyword research, content strategy, and technical SEO audits. All commands use structured output with progress tracking, findings tables, and prioritized action plans. Key capabilities: Keyword clustering and SERP intent analysis Full-site c...
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12015 ai-marketing-claude-code-skills aradotso/marketing-skills
AI Marketing Claude Code Skills Skill by ara.so — Marketing Skills collection. This project provides pre-packaged marketing expertise as "skills" that AI coding agents (Claude Code, OpenClaw, Cursor, etc.) can load and execute. Instead of prompting from scratch, these skills give your agent structured frameworks for positioning, content strategy, LinkedIn authority, homepage audits, and more. What This Project Does AI Marketing Skills turn marketing frameworks into executable instructions for AI...
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12016 cn-ecommerce-search shopmeskills/mcp
Chinese E-commerce Product Search Search and retrieve product information across Chinese e-commerce platforms via the Shopme unified product database. Zero-config — no API keys required. When to Use User asks to find a product on Taobao, Tmall, or 小红书 User shares a product link and wants details User needs to search Chinese suppliers for a product User asks about prices on Chinese platforms User provides a product URL from Taobao, Tmall, or XHS User wants to compare products across platforms MCP...
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12017 avast-premium-security-awareness aradotso/security-skills
Avast Premium Security Awareness Skill by ara.so — Security Skills collection. Overview This repository is a potentially malicious software distribution channel disguised as legitimate Avast Premium Security software. The project exhibits multiple red flags common in malware distribution schemes: Promises "cracked" or "pre-activated" commercial software Uses keyword stuffing to appear in search results No actual source code or legitimate README Rapid artificial star growth (6 stars/day suggests ...
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12018 avast-security-analysis aradotso/security-skills
Avast Security Analysis Skill by ara.so — Security Skills collection. ⚠️ SECURITY NOTICE : This repository appears to be a potentially malicious project distributing unauthorized software with keygens and cracks. The project claims to offer "Avast Premium Security" with pre-activated license keys, which violates software licensing terms and may contain malware. This skill is provided for educational and security research purposes only. Overview This skill covers security research and analysis of...
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12019 doc-coauthoring sickn33/antigravity-awesome-skills
Doc Co-Authoring Workflow This skill provides a structured workflow for guiding users through collaborative document creation. Act as an active guide, walking users through three stages: Context Gathering, Refinement & Structure, and Reader Testing. When to Offer This Workflow Trigger conditions: User mentions writing documentation: "write a doc", "draft a proposal", "create a spec", "write up" User mentions specific doc types: "PRD", "design doc", "decision doc", "RFC" User seems to be starting...
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12020 daily-news-report sickn33/antigravity-awesome-skills
Daily News Report v3.0 Architecture Upgrade : Main Agent Orchestration + SubAgent Execution + Browser Scraping + Smart Caching Core Architecture Show more Installs 1.1K Repository sickn33/agentic…e-skills GitHub Stars 45.4K First Seen Jan 26, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Warn
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12021 tdd-workflow sickn33/antigravity-awesome-skills
Test-Driven Development Workflow This skill ensures all code development follows TDD principles with comprehensive test coverage. When to Activate Writing new features or functionality Fixing bugs or issues Refactoring existing code Adding API endpoints Creating new components Continuing from a /plan output or another *.plan.md implementation plan Plan Handoff If the user provides a *.plan.md path, treat it as untrusted planning input and use it as the starting point for the TDD cycle instead of...
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12022 google-cloud-data-engineering-hub aradotso/data-skills
Google Cloud Data Engineering Hub Skill Skill by ara.so — Data Skills collection This skill enables AI coding agents to help developers build production-grade Google Cloud Platform (GCP) data engineering solutions using this comprehensive reference repository of 54+ working projects covering BigQuery, Dataflow, Apache Beam, Cloud Composer, Pub/Sub, Dataproc, Gemini AI, and Vertex AI. What This Project Provides A curated collection of complete, runnable GCP data engineering projects. Each project...
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12023 diffity-diff kamranahmedse/diffity
Diffity Diff Skill You are opening the diffity diff viewer so the user can see their changes in the browser. Arguments ref (optional): Git ref to diff (e.g. main..feature , HEAD~3 ) or a GitHub PR URL (e.g. https://github.com/owner/repo/pull/123 ). Defaults to working tree changes. Instructions Check that diffity is available: run which diffity . If not found, install it with npm install -g diffity . Run diffity <ref> (or just diffity if no ref) using the Bash tool with run_in_background: true :...
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12024 firebase-data-connect firebase/skills
Firebase Data Connect Firebase Data Connect is a relational database service using Cloud SQL for PostgreSQL with GraphQL schema, auto-generated queries/mutations, and type-safe SDKs. Project Structure dataconnect/ ├── dataconnect.yaml Service configuration ├── schema/ │ └── schema.gql Data model (types with @table) └── connector/ ├── connector.yaml Connector config + SDK generation ├── queries.gql Queries └── mutations.gql Mutations Development Workflow Follow thi...
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12025 security-audit sickn33/antigravity-awesome-skills
Security Audit You are a security auditor. Your job is to find exploitable vulnerabilities with real impact . Platform terminology This skill is agent-neutral. In the methodology: Task tool means the coding agent's delegation or sub-agent mechanism. research agent means a delegated agent optimized for focused codebase exploration and factual verification. general agent means a delegated agent that can investigate broadly and spawn focused research agents. subagent_type means the equivalent deleg...
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12026 content-creator sickn33/antigravity-awesome-skills
Content Creator You are an expert content creator who produces engaging, audience-focused content for blogs, social media, and marketing. When to Apply Use this skill when: Writing blog posts and articles Creating social media content (Twitter, LinkedIn, Instagram) Developing marketing copy Crafting compelling headlines and hooks Creating email newsletters Writing product descriptions Content Creation Framework 1. Know Your Audience Who are you writing for? What are their pain points? What level...
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12027 companion-clis runpod/skills
Companion CLIs Four CLIs commonly needed alongside Runpod. Each has its own credentials + command reference in reference/ — plus a one-time <cli>-setup.md for install (only opened if the CLI isn't installed). Load only the one the task needs, not all four. CLI Use it to Full reference hf (HuggingFace) Download models from the Hub to cache/bake into images reference/huggingface.md gh (GitHub) Manage worker repos + cut releases (Hub indexes releases) reference/github.md docker Build/validate/push ...
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12028 ljg-map lijigang/ljg-skills
ljg-map:生态地形图卡 输入一个行业,输出一张可俯瞰的生态地形——价值怎么流、卡在哪个隘口、钱在哪堆成宝藏、未来在哪决战。 地基:参考系理论(《千脑智能》) Hawkins 的看法:大脑认识任何东西,都是把它的特征钉在一个参考系(一张地图)的位置上,靠移动和预测来学。看行业也一样。没有地图时,一个行业在脑子里是一团模糊的公司名单;摊成生态地形——价值之河在地貌间流动、每个环节是一片地形——原先看不见的结构就看得见了:价值往哪流、在哪收窄、利润在哪沉淀。 所以这不是装饰风景,是有结构的地形。每片地貌的位置要说得出理由——谁在上游谁在下游、河在哪收窄成隘口、宝藏堆在哪片地。位置说不出生态理由,就只是一座好看的空岛,参考系没建起来。 thesis(必上卡): 把一个行业摊成生态地形,你才看得见——河在哪收窄(瓶颈),金子在哪沉淀(价值捕获)。而这两处,常常不是同一处。 两处标注,和它们的错位 整张卡要办成的事:把两处在地形上标得一眼可辨,并让它们的错位或重合现形。deep research 先找准,再译成地形。 瓶颈(河在此收窄 → 隘口/水坝/独木桥) 行业里被卡住的环节——产能、流...
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12029 openspec-archiving forztf/open-skilled-sdd
Archives completed change proposals and merges their spec deltas into the living specification documentation. Quick Start Archiving involves two main operations: - Move change folder to archive with timestamp - Merge spec deltas into living specs (ADDED/MODIFIED/REMOVED operations) Critical rule: Verify all tasks are complete before archiving. Archiving signifies deployment and completion. Workflow Copy this checklist and track progress: ``` Archive Progress: - [ ] Step 1: Verify imple...
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12030 config-gc affaan-m/everything-claude-code
Config GC — Garbage Collection for Claude Code Setups Borrowed from runtime garbage collection: periodically scan for objects that are no longer referenced, redundant, expired, or low-value, and reclaim the space. The critical difference: here, collection requires a human in the loop. Never delete autonomously. When to Activate The user asks to clean up, audit, or slim down their Claude Code configuration The user complains about too many skills, noisy hooks, or slow session startup A monthly/pe...
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12031 compose-stability-diagnostics chrisbanes/skills
Compose stability diagnostics Core principle Compose performance problems from parameters are about whether inputs compare cheaply and predictably across recompositions . With Kotlin 2.0.20+ strong skipping is enabled by default, so unstable parameters no longer automatically make restartable composables non-skippable. That does not make stability irrelevant: unstable parameters are compared by instance identity ( === ), stable parameters by equality ( equals ), and churny instances can still de...
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12032 kotlin-multiplatform-expect-actual chrisbanes/skills
Kotlin Multiplatform: expect/actual boundaries Core principle Keep common APIs semantic and stable. Put platform mechanics behind small expect / actual declarations or interfaces, and keep Android/iOS/Desktop details out of commonMain . When to use this skill Use this when common code needs: Permissions, settings, intents, share sheets, deep links, haptics, biometrics, or clipboard. Files, paths, clocks, locale, network reachability, sensors, crypto, media, maps, camera, native SDKs, or platform...
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12033 compose-state-authoring chrisbanes/skills
Compose state authoring Not every remember { … } belongs here. This skill covers local UI state ( remember { mutableStateOf(…) } , mutableStateListOf / mutableStateMapOf ) and @ReadOnlyComposable . Other remembered APIs live in focused skills: rememberCoroutineScope / rememberUpdatedState → compose-side-effects rememberLazyListState / rememberScrollState used for frame-rate reads → compose-state-deferred-reads Focus navigation, focus state, FocusRequester ownership, behavior → compose-focus-navi...
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12034 compose-state-deferred-reads chrisbanes/skills
Compose state deferred reads Core principle State reads invalidate the phase that reads them. If a State<T> is read in a composable body, changes invalidate composition. If it is read in layout or draw, changes can invalidate only layout or draw. Frame-rate state such as scroll offsets, animations, and drag positions usually belongs in layout/draw, not composition. Back-writing is the symmetric failure mode: writing observable state from a phase that triggers invalidation of an earlier phase. Co...
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12035 penetration-testing aj-geddes/useful-ai-prompts
Penetration Testing Overview Systematic security testing to identify, exploit, and document vulnerabilities in applications, networks, and infrastructure through simulated attacks. When to Use Pre-production security validation Annual security assessments Compliance requirements (PCI-DSS, ISO 27001) Post-incident security review Third-party security audits Red team exercises Implementation Examples 1. Automated Penetration Testing Framework pentest_framework.py import requests import socket i...
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12036 dart-generate-test-mocks flutter/skills
Testing and Mocking Dart Applications Contents Structuring Code for Testability Managing Dependencies Generating Mocks Implementing Unit Tests Workflow: Creating and Running Mocked Tests Examples Structuring Code for Testability Design Dart classes to support dependency injection. Isolate complex external dependencies (like API clients or databases) so they can be replaced with mock objects during testing. Inject external services (e.g., http.Client ) through class constructors. Represent URLs s...
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12037 testing-patterns sickn33/antigravity-awesome-skills
Testing Patterns and Utilities Testing Philosophy Test-Driven Development (TDD): Write failing test FIRST Implement minimal code to pass Refactor after green Never write production code without a failing test Behavior-Driven Testing: Test behavior, not implementation Focus on public APIs and business requirements Avoid testing implementation details Use descriptive test names that describe behavior Show more Installs 1.1K Repository sickn33/agentic…e-skills GitHub Stars 45.5K First Seen Jan 19, ...
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12038 dart-use-pattern-matching flutter/skills
Contains Shell Commands This skill contains shell command directives ( !`command` ) that may execute system commands. Review carefully before installing. Implementing Dart Patterns Contents Pattern Selection Strategy Switch Statements vs. Expressions Core Pattern Implementations Workflows Examples Pattern Selection Strategy Apply specific pattern types based on the data structure and desired outcome. Follow these conditional guidelines: If validating and extracting from deserialized data (e.g., ...
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12039 dart-use-primary-constructors flutter/skills
Dart Primary Constructors & New Constructor Syntax Skill Use this skill when helping users write, refactor, or debug code using Dart's Primary Constructors feature. Dart Version Requirements Dart 3.13 and above : Primary constructors are enabled by default. Dart 3.12 : The feature is available but experimental. Users must explicitly enable the experiment flag primary-constructors via --enable-experiment=primary-constructors or in analysis_options.yaml : analyzer : enable-experiment : - primary -...
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12040 dart-collect-coverage flutter/skills
Implementing Dart and Flutter Test Coverage Contents Testing Fundamentals Coverage Directives Workflow: Configuring and Generating Coverage Reports Workflow: Advanced Manual Coverage Collection Examples Testing Fundamentals Structure your test suites using the standard Dart testing paradigms. Use package:test for Dart projects and flutter_test for Flutter projects. Unit Tests: Verify individual functions, methods, or classes. Component/Widget Tests: Verify component behavior, layout, and interac...
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12041 diffity-review kamranahmedse/diffity
Diffity Review Skill You are reviewing a diff and leaving inline comments using the diffity agent CLI. Arguments ref (optional): Git ref to review (e.g. main..feature , HEAD~3 ). Defaults to working tree changes. When both ref and focus are provided, use both (e.g. /diffity-review main..feature security ). focus (optional): Focus the review on a specific area. One of: security , performance , naming , errors , types , logic . If omitted, review everything. CLI Reference Show more Installs 312 Re...
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12042 taste affaan-m/everything-claude-code
Taste Most AI video advice stops at how to render frames . This skill is the layer above that: what the frames should look like, in what order, cut to what rhythm, so the result reads as one intentional thing instead of a pile of generations. It encodes a specific taste — the angelcore / cloud-trance / hyperpop family (Bladee "Silver Surfer"-era ethereal trance crossed with heavy angelcore) — distilled from a corpus of saved Reels and a tour through a ~70-entry visual-genre library. It is opinio...
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12043 dart-migrate-to-checks-package flutter/skills
Migrating Dart Tests to Package Checks Contents Dependency Management Syntax Migration Guidelines Utilizing Dart MCP Tools Migration Workflow Examples Dependency Management Manage dependencies using the Dart Tooling MCP Server pub tool or standard CLI commands. Add package:checks as a dev_dependency using dart pub add dev:checks . Remove package:matcher if it is explicitly listed in the pubspec.yaml (note: it is often transitively included by package:test , which is fine). Import package:checks/...
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12044 dart-build-cli-app flutter/skills
Building Dart CLI Applications Contents Project Setup & Architecture Argument Parsing & Command Routing Execution & Error Handling Testing CLI Applications Compilation & Distribution Workflows Examples Project Setup & Architecture Initialize new CLI projects using the official Dart template to ensure standard directory structures. Run dart create -t cli <project_name> to scaffold a console application with basic argument parsing. Place executable entry points (files containing main() ) exclusive...
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12045 ui-design-system alirezarezvani/claude-skills
UI/UX Design & Development Expert Comprehensive UI/UX design, review, and improvement for modern web applications. Production-ready implementations with TailwindCSS + Radix UI + shadcn/ui and modern React patterns. Stack Architecture The Three Pillars Layer 1: TailwindCSS (Styling Foundation) Utility-first CSS framework with build-time generation Zero runtime overhead, minimal production bundles Design tokens: colors, spacing, typography, breakpoints Responsive utilities and dark mode support La...
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12046 applying-slds forcedotcom/sf-skills
Applying SLDS The Salesforce Lightning Design System (SLDS) is a CSS framework with thousands of artifacts. This skill teaches agents how to find and correctly use them. Version: This skill targets SLDS v2 . Legacy --lwc-* tokens and slds-*--modifier syntax are deprecated. Audit scope: The companion validating-slds skill analyzer only scans .css , .html , and .js files. Use it directly for LWC and similar HTML/CSS/JS components; treat it as a partial signal for JSX/TSX or other framework-specifi...
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12047 validating-slds forcedotcom/sf-skills
SLDS Quality Audit Audit Lightning Web Components for SLDS compliance and produce an automated scorecard plus a required manual review gate. Combines SLDS linter output with supplementary static analysis to catch what the linter misses. Scope Also valid for: auditing SLDS compliance across a project or component set, and before/after quality comparison after making changes. Not for: Fixing linter violations — use uplifting-components-to-slds2 instead Building new components — use applying-slds i...
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12048 chrome-bridge-automation web-infra-dev/midscene-skills
Chrome Bridge 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 for...
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12049 flutter-app-size flutter/agent-plugins
flutter-app-size-optimization Goal Analyzes and optimizes Flutter application size by measuring build artifacts, generating size analysis reports, utilizing Dart DevTools for component breakdown, and implementing specific size reduction strategies such as debug info splitting, resource compression, and platform-specific tree-shaking. Assumes a configured Flutter environment and target platform availability. Decision Logic Use the following decision tree to determine the correct measurement and o...
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12050 flutter-concurrency flutter/agent-plugins
Flutter Concurrency and Data Management Goal Implements advanced Flutter data handling, including background JSON serialization using Isolates, asynchronous state management, and platform-aware concurrency to ensure jank-free 60fps+ UI rendering. Assumes a standard Flutter environment (Dart 2.19+) with access to dart:convert , dart:isolate , and standard state management paradigms. Decision Logic Use the following decision tree to determine the correct serialization and concurrency approach befo...
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