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Agent Skills 排行榜 · 关键词 + 语义搜索
| # | Skill | 仓库 | 描述 | 安装量 |
|---|---|---|---|---|
| 6251 | homekit | dpearson2699/swift-ios-skills |
HomeKit Control home automation accessories and commission Matter devices. HomeKit manages the home/room/accessory model, action sets, and triggers. MatterSupport handles device commissioning into your ecosystem. Targets Swift 6.3 / iOS 26+. Contents Setup HomeKit Data Model Managing Accessories Reading and Writing Characteristics Action Sets and Triggers Matter Commissioning MatterAddDeviceExtensionRequestHandler Common Mistakes Review Checklist References Setup HomeKit Configuration Enable the...
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2.9K |
| 6252 | arize-dataset | arize-ai/arize-skills |
Arize Dataset Skill SPACE — All --space flags and the ARIZE_SPACE env var accept a space name (e.g., my-workspace ) or a base64 space ID (e.g., U3BhY2U6... ). Find yours with ax spaces list . Concepts Dataset = a versioned collection of examples used for evaluation and experimentation Dataset Version = a snapshot of a dataset at a point in time; updates can be in-place or create a new version Example = a single record in a dataset with arbitrary user-defined fields (e.g., question , answer , con...
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| 6253 | carplay | dpearson2699/swift-ios-skills |
CarPlay Build apps that display on the vehicle's CarPlay screen using the CarPlay framework's template-based UI system. Covers scene lifecycle, template types, navigation guidance, audio playback, communication, point-of-interest categories, entitlement setup, and simulator testing. Targets Swift 6.3 / iOS 26+. See references/carplay-patterns.md for extended patterns including full navigation sessions, dashboard scenes, and advanced template composition. Contents Entitlements and Setup Scene Con...
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| 6254 | rust-call-graph | actionbook/rust-skills |
Rust Call Graph Visualize function call relationships using LSP call hierarchy. Usage /rust-call-graph <function_name> [--depth N] [--direction in|out|both] Options: --depth N : How many levels to traverse (default: 3) --direction : in (callers), out (callees), both Examples: /rust-call-graph process_request - Show both callers and callees /rust-call-graph handle_error --direction in - Show only callers /rust-call-graph main --direction out --depth 5 - Deep callee analysis Show more
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| 6255 | 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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| 6256 | platform-data-and-tooling-api-context-get | forcedotcom/sf-skills |
Salesforce Data + Tooling API Skill This skill provides field-level reference for 2130 standard Salesforce objects across two runtime API surfaces: the Enterprise/Data API (standard sObjects you query with SOQL and modify with DML) and the Tooling API (developer/metadata-adjacent records like ApexClass , ApexCodeCoverage , TraceFlag , and EntityDefinition ). Use it to look up authoritative field names, types, and properties before writing SOQL/SOSL, building DML, or reading records at runtime — ...
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| 6257 | financekit | dpearson2699/swift-ios-skills |
FinanceKit Access financial data from Apple Wallet including Apple Card, Apple Cash, and Apple Card Savings. FinanceKit provides on-device, offline access to accounts, balances, and transactions with user-controlled authorization. Targets Swift 6.3 / iOS 26+. Query APIs are available from iOS 17.4; background delivery requires iOS 26. Contents Setup and Entitlements Data Availability Authorization Querying Accounts Account Balances Querying Transactions Long-Running Queries and History Transacti...
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| 6258 | scenekit | dpearson2699/swift-ios-skills |
SceneKit Apple's high-level 3D rendering framework for building scenes and visualizations on iOS using Swift 6.3. Provides a node-based scene graph, built-in geometry primitives, physically based materials, lighting, animation, and physics. Deprecation notice (WWDC 2025): SceneKit is officially deprecated across all Apple platforms and is now in maintenance mode (critical bug fixes only). Existing apps continue to work. For new projects or major updates, Apple recommends RealityKit. See WWDC 202...
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| 6259 | image-generation | bytedance/deer-flow |
Image Generation Skill Overview I help you create effective prompts for AI image generation tools like DALL-E, Midjourney, and Stable Diffusion. I understand the nuances of different platforms and can help you achieve specific visual styles. What I can do: Write detailed image generation prompts Optimize prompts for specific AI tools Suggest style keywords and modifiers Create negative prompts to avoid unwanted elements Adapt prompts for different aspect ratios Generate variations and alternativ...
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| 6260 | accessorysetupkit | dpearson2699/swift-ios-skills |
AccessorySetupKit Privacy-preserving accessory discovery and setup for Bluetooth and Wi-Fi devices. Replaces broad Bluetooth/Wi-Fi permission prompts with a system-provided picker that grants per-accessory access with a single tap. Available iOS 18+ / Swift 6.3. After setup, apps continue using CoreBluetooth and NetworkExtension for communication. AccessorySetupKit handles only the discovery and authorization step. Contents Setup and Entitlements Discovery Descriptors Presenting the Picker Event...
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| 6261 | callkit | dpearson2699/swift-ios-skills |
CallKit Build VoIP calling features that integrate with the native iOS call UI using CallKit and PushKit. Covers incoming/outgoing call flows, VoIP push registration, audio session coordination, and call directory extensions. Targets Swift 6.3 / iOS 26+. Contents Setup Provider Configuration Incoming Call Flow Outgoing Call Flow PushKit VoIP Registration Audio Session Coordination Call Directory Extension Common Mistakes Review Checklist References Setup Project Configuration Enable the Voice ov...
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| 6262 | cryptotokenkit | dpearson2699/swift-ios-skills |
CryptoTokenKit Access security tokens and the cryptographic assets they store using the CryptoTokenKit framework. Covers token driver extensions, smart card communication, token sessions, keychain integration, and certificate-based authentication. Targets Swift 6.3. Platform availability: CryptoTokenKit is primarily a macOS framework. Smart card reader access ( TKSmartCard , TKSmartCardSlotManager ) requires macOS. Token extension APIs ( TKTokenDriver , TKToken , TKTokenSession ) are macOS-only....
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| 6263 | arize-evaluator | arize-ai/arize-skills |
Arize Evaluator Skill SPACE — All --space flags and the ARIZE_SPACE env var accept a space name (e.g., my-workspace ) or a base64 space ID (e.g., U3BhY2U6... ). Find yours with ax spaces list . This skill covers designing, creating, and running evaluators on Arize — both LLM-as-judge (template) evaluators and code evaluators (deterministic, no LLM required). An evaluator defines the judge; a task is how you run it against real data. Prerequisites Proceed directly with the task — run the ax comma...
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| 6264 | earn-hunter | okx/agent-skills |
Earn Hunter Automated monitor for OKX Flash Earn, Fixed Earn, and Flexible Earn (Simple Earn) opportunities. {baseDir} = the directory containing this SKILL.md file. All relative paths (references/, templates/, config/) are resolved from here. Preflight Verify okx CLI installed: which okx . If missing, install via npm install -g @okx_ai/okx-trade-cli . On OpenClaw, also verify the in-session cron tool is available in the agent tool list (used for scheduling — not the openclaw CLI). Check optiona...
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| 6265 | copywriting | nexu-io/open-design |
Copywriting You are an expert conversion copywriter. Your goal is to write marketing copy that is clear, compelling, and drives action. Before Writing 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. Gather this context (ask if not provided): 1. Page Purpose What type of pag...
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| 6266 | paperkit | dpearson2699/swift-ios-skills |
PaperKit Beta-sensitive. PaperKit is new in iOS/iPadOS 26, macOS 26, and visionOS 26. API surface may change. Verify details against current Apple documentation before shipping. PaperKit provides a unified markup experience — the same framework powering markup in Notes, Screenshots, QuickLook, and Journal. It combines PencilKit drawing with structured markup elements (shapes, text boxes, images, lines) in a single canvas managed by PaperMarkupViewController . Requires Swift 6.3 and the iOS 26+ S...
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| 6267 | passkit | dpearson2699/swift-ios-skills |
PassKit Accept Apple Pay payments for physical goods and services, and add passes to the user's Wallet. Covers payment buttons, payment requests, authorization, Wallet passes, and merchant configuration. Targets Swift 6.3 / iOS 26+. Contents Setup Displaying the Apple Pay Button Creating a Payment Request Presenting the Payment Sheet Handling Payment Authorization Wallet Passes Checking Pass Library Common Mistakes Review Checklist References Setup Project Configuration Enable the Apple Pay capa...
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| 6268 | adattributionkit | dpearson2699/swift-ios-skills |
AdAttributionKit Privacy-preserving ad attribution for iOS 17.4+ / Swift 6.3. AdAttributionKit lets ad networks measure conversions (installs and re-engagements) without exposing user-level data. It supports the App Store and alternative marketplaces, and interoperates with SKAdNetwork. Three roles exist in the attribution flow: the ad network (signs impressions, receives postbacks), the publisher app (displays ads), and the advertised app (the app being promoted). Contents Overview and Privacy ...
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| 6269 | edge-signal-aggregator | tradermonty/claude-trading-skills |
Edge Signal Aggregator Overview Combine outputs from multiple upstream edge-finding skills into a single weighted conviction dashboard. This skill applies configurable signal weights, deduplicates overlapping themes, flags contradictions between skills, and ranks composite edge ideas by aggregate confidence score. The result is a prioritized edge shortlist with provenance links to each contributing skill. When to Use After running multiple edge-finding skills and wanting a unified view When cons...
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| 6270 | skill-designer | tradermonty/claude-trading-skills |
Skill Designer Overview Generate a comprehensive Claude CLI prompt from a structured skill idea specification. The prompt instructs Claude to create a complete skill directory following repository conventions: SKILL.md with YAML frontmatter, reference documents, helper scripts, and test scaffolding. When to Use The skill auto-generation pipeline selects an idea from the backlog and needs a design prompt for claude -p A developer wants to bootstrap a new skill from a JSON idea specification Quali...
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| 6271 | skill-integration-tester | tradermonty/claude-trading-skills |
Skill Integration Tester Overview Validate multi-skill workflows defined in CLAUDE.md (Daily Market Monitoring, Weekly Strategy Review, Earnings Momentum Trading, etc.) by executing each step in sequence. Check inter-skill data contracts for JSON schema compatibility between output of step N and input of step N+1, verify file naming conventions, and report broken handoffs. Supports dry-run mode with synthetic fixtures. When to Use After adding or modifying a multi-skill workflow in CLAUDE.md Aft...
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| 6272 | skill-idea-miner | tradermonty/claude-trading-skills |
Skill Idea Miner Automatically extract skill idea candidates from Claude Code session logs, score them for novelty, feasibility, and trading value, and maintain a prioritized backlog for downstream skill generation. When to Use Weekly automated pipeline run (Saturday 06:00 via launchd) Manual backlog refresh: python3 scripts/run_skill_generation_pipeline.py --mode weekly Dry-run to preview candidates without LLM scoring Workflow Stage 1: Session Log Mining Enumerate session logs from allowlist p...
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| 6273 | netlify-config | netlify/context-and-tools |
Netlify Configuration (netlify.toml) Place netlify.toml at the repository root (or at the base directory for monorepos). Build Settings [ build ] base = "project/" Base directory (default: root) command = "npm run build" Build command publish = "dist/" Output directory Redirects Show more Installs 541 Repository netlify/context…nd-tools GitHub Stars 18 First Seen Feb 27, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass
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| 6274 | call-prep | anthropics/knowledge-work-plugins |
Call Prep Get fully prepared for any sales call in minutes. This skill works with whatever context you provide, and gets significantly better when you connect your sales tools. How It Works ┌─────────────────────────────────────────────────────────────────┐ │ CALL PREP │ ├─────────────────────────────────────────────────────────────────┤ │ ALWAYS (works standalone) │ │ ✓ You tell me: company, meeting t...
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| 6275 | audioaccessorykit | dpearson2699/swift-ios-skills |
AudioAccessoryKit Automatic audio switching and intelligent audio routing for third-party audio accessories. Enables companion apps to register audio accessories with the system, report device placement, and declare capabilities so the system can seamlessly switch audio output. Available iOS 26.4+ / Swift 6.3. Beta-sensitive. AudioAccessoryKit is new in iOS 26.4 and may change before GM. Re-check current Apple documentation before relying on specific API details. AudioAccessoryKit builds on top ...
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| 6276 | dockkit | dpearson2699/swift-ios-skills |
DockKit Framework for integrating with motorized camera stands and gimbals that physically track subjects by rotating the iPhone. DockKit handles motor control, subject detection, and framing so camera apps get 360-degree pan and 90-degree tilt tracking with no additional code. Apps can override system tracking to supply custom observations, control motors directly, or adjust framing. iOS 17+, Swift 6.3. Contents Setup Discovering Accessories System Tracking Custom Tracking Framing and Region of...
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| 6277 | data-report | nexu-io/open-design |
【模板: 数据可视化报告】 头部: 报告标题 + 时间区间 + 数据来源说明。 KPI 卡片网格: 3-5 个最重要指标, 每个卡片显示数值 + 同比变化 + 微型趋势线。 主图表区: 至少 2 个图表 (柱状 / 折线 / 饼 / 散点), 使用 Chart.js 或 ECharts (jsdelivr CDN 引入), 数据从用户输入解析得到。 图表容器必须有固定高度 : 每个 <canvas> 外层包一个 <div style="position:relative;height:NNNpx"> (KPI 迷你图 ~40px, 主图表 ~240–280px)。Chart.js 用 responsive:true, maintainAspectRatio:false 时若父容器没有显式高度, 会陷入 ResizeObserver 死循环, 图表无限增高直至卡死浏览器。 绝对不要 直接给 canvas 写 height= 属性当布局, 那个只是初始值。 数据表格: 用户原始数据节选, 使用 <table> + 现代化样式 (zebra stripe, hover, sticky hea...
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| 6278 | agentmail | agentmail-to/agentmail-skills |
AgentMail is an API-first email platform for AI agents. Install the SDK and initialize the client. Installation ``` TypeScript/Node npm install agentmail Python pip install agentmail ``` Setup ``` import { AgentMailClient } from "agentmail"; const client = new AgentMailClient({ apiKey: "YOUR_API_KEY" }); ``` ``` from agentmail import AgentMail client = AgentMail(api_key="YOUR_API_KEY") ``` Inboxes Create scalable inboxes on-demand. Each inbox has a unique email address. ``` // C...
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| 6279 | nx-plugins | nrwl/nx-ai-agents-config |
Finding and Installing new plugins List plugins: pnpm nx list Install plugins pnpm nx add <plugin> . Example: pnpm nx add @nx/react .
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| 6280 | bug-fix-brief | giuseppe-trisciuoglio/developer-kit |
Bug Fix Brief (BFB) Overview This skill generates a Bug Fix Brief (BFB): a structured document in docs/bfb/ that uniformly captures every bug fix with root cause, repro steps, fix options, and checklist. When to Use User asks to create a BFB User wants to document a bug fix in a structured way After identifying the root cause of a bug and before implementing the fix Trigger: "create BFB", "document bug", "bug fix brief", "document fix" Instructions Phase 1: Gather Information Show more Installs ...
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| 6281 | sales-agentforce-pipeline-management-configure | forcedotcom/sf-skills |
Agentforce Pipeline Management Configuration Configure Agentforce Pipeline Management end-to-end in a Salesforce org. This skill handles both greenfield orgs (zero configuration) and partially configured orgs that need repair or completion. Scope In scope : Enabling Pipeline Management, configuring the Sales Management agent, activating/customizing flows (Process Field Update Suggestions, Get Opportunity Grounding Data, Get AI Recommendations from Call Transcripts), prompt template configuration...
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| 6282 | nuxt-seo | onmax/nuxt-skills |
Nuxt SEO npx nuxi module add @nuxtjs/seo When to Use Working with: SEO configuration (site URL, name, indexability) Robots.txt and sitemap.xml generation Dynamic OG image generation JSON-LD structured data (schema.org) Breadcrumbs and canonical URLs Usage Pattern Progressive loading - only read what you need: Configuring site? → references/site-config.md Setting up robots/sitemap? → references/crawlability.md Generating OG images? → references/og-image.md Adding JSON-LD? → references/schema...
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| 6283 | prioritization-advisor | deanpeters/product-manager-skills |
Purpose Guide product managers in choosing the right prioritization framework by asking adaptive questions about product stage, team context, decision-making needs, and stakeholder dynamics. Use this to avoid "framework whiplash" (switching frameworks constantly) or applying the wrong framework (e.g., using RICE for strategic bets or ICE for data-driven decisions). Outputs a recommended framework with implementation guidance tailored to your context. This is not a scoring calculator—it's a decis...
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| 6284 | arize-link | arize-ai/arize-skills |
Arize Link Generate deep links to the Arize UI for traces, spans, sessions, datasets, labeling queues, evaluators, and annotation configs. When to Use User wants a link to a trace, span, session, dataset, labeling queue, evaluator, or annotation config You have IDs from exported data or logs and need to link back to the UI User asks to "open" or "view" any of the above in Arize Required Inputs Collect from the user or context (exported trace data, parsed URLs): Show more Installs 906 Repository ...
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| 6285 | google-flights | skillhq/flight-search |
Google Flights Search Search Google Flights via agent-browser to find flight prices, schedules, and availability. When to Use User asks to search/find/compare flights or airfare User wants to know flight prices between cities User asks about flight schedules or availability User wants to find the cheapest flight for specific dates When NOT to Use Completing purchases : This skill finds flights and extracts booking links, but do not attempt to complete a purchase on a booking site. Hotels/rental ...
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| 6286 | loop-design-check | affaan-m/ecc |
Loop Design + Review Premise. An LLM is a feed-forward system: prompt in → tokens out, with no built-in "steer toward the goal" across turns. To make it behave like a goal-oriented system, you wrap a feedback loop around it. This skill helps you write that loop correctly and review it so it won't run away. When to use / not Use it when: You want to hand a repeating task to an agent that runs over and over (write→test, test→fix, fix→verify…). You already have a loop and worry it spins, cheats, or...
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| 6287 | use-tinyfish | tinyfish-io/tinyfish-cookbook |
TinyFish CLI You have access to the TinyFish CLI ( tinyfish ) — a suite of web tools you can call from the terminal. If not installed: npm install -g @tiny-fish/cli If not authenticated: tinyfish auth login --source openclaw or set TINYFISH_API_KEY env var. When This Skill Should Trigger Use TinyFish whenever a request depends on live web information or page content. Do not wait for the user to say "TinyFish" or "scrape". Strong triggers include: Search or discovery: search, find, look up, resea...
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| 6288 | academic-writing | jamditis/claude-skills-journalism |
Academic writing and research methodology Systematic approaches for scholarly writing, research design, and academic communication. Research design fundamentals Research question development Crafting a research question The FINER criteria - Feasible: Can you actually do this research? - Interesting: Does it matter to the field? - Novel: Does it add new knowledge? - Ethical: Can it be done ethically? - Relevant: Does it address a real problem? Question types | Type | Purpose | Example | ...
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| 6289 | journal-entry-prep | anthropics/knowledge-work-plugins |
Journal Entry Preparation Important : This skill assists with journal entry workflows but does not provide financial advice. All entries should be reviewed by qualified financial professionals before posting. Best practices, standard entry types, documentation requirements, and review workflows for journal entry preparation. Standard Accrual Types and Their Entries Accounts Payable Accruals Accrue for goods or services received but not yet invoiced at period end. Typical entry: Debit: Expense ac...
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| 6290 | rust-symbol-analyzer | actionbook/rust-skills |
Rust Symbol Analyzer Analyze project structure by examining symbols across your Rust codebase. Usage /rust-symbol-analyzer [file.rs] [--type struct|trait|fn|mod] Examples: /rust-symbol-analyzer - Analyze entire project /rust-symbol-analyzer src/lib.rs - Analyze single file /rust-symbol-analyzer --type trait - List all traits in project LSP Operations 1. Document Symbols (Single File) Show more
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| 6291 | ce-test-xcode | everyinc/compound-engineering-plugin |
Xcode Test Skill Build, install, and test iOS apps on the simulator using XcodeBuildMCP. Captures screenshots, logs, and verifies app behavior. Prerequisites Xcode installed with command-line tools XcodeBuildMCP MCP server connected Valid Xcode project or workspace At least one iOS Simulator available Workflow 0. Verify XcodeBuildMCP is Available Check that the XcodeBuildMCP MCP server is connected by calling its list_simulators tool. Show more
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| 6292 | bailian-web-search | modelstudioai/cli |
Bailian web search routing ( bailian-web-search ) CRITICAL — Before executing, MUST read the shared protocol in ../bailian-protocol/SKILL.md : Provider selection and consent, Version & updates (pre-flight checklist), Setup & auth, and CLI errors: report an issue. If that protocol file is missing, stop and run bl skill init ; do not guess auth/consent. Scope: model-aware routing for web search inside Agent-driven bl workflows — this skill owns the routing decision only. Command flags / usage / ex...
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| 6293 | write-query | anthropics/knowledge-work-plugins |
/write-query - Write Optimized SQL If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md . Write a SQL query from a natural language description, optimized for your specific SQL dialect and following best practices. Usage /write-query <description of what data you need> Workflow 1. Understand the Request Parse the user's description to identify: Output columns : What fields should the result include? Filters : What conditions limit the data (time ranges...
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| 6294 | browserenginekit | dpearson2699/swift-ios-skills |
BrowserEngineKit Framework for building web browsers with alternative (non-WebKit) rendering engines on iOS and iPadOS. Provides process isolation, XPC communication, capability management, and system integration for browser apps that implement their own HTML/CSS/JavaScript engine. Targets Swift 6.3 / iOS 26+. BrowserEngineKit is a specialized framework. Alternative browser engines are currently supported for distribution in the EU. Japan requires Memory Integrity Enforcement (MIE) for alternati...
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| 6295 | swift-architecture | dpearson2699/swift-ios-skills |
Swift Architecture Select and implement the right architecture pattern for Apple platform apps built with Swift 6.3 and SwiftUI or UIKit. Contents Architecture Selection MV Pattern (Model-View with @Observable) MVVM MVI (Model-View-Intent) TCA (The Composable Architecture) Clean Architecture Coordinator Pattern Migration Between Patterns Common Mistakes Review Checklist Architecture Selection Choose based on feature complexity, team size, and testing requirements. Pattern Best For Complexity Tes...
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| 6296 | workos | workos/skills |
WorkOS Skill Router How to Use When a user needs help with WorkOS, consult the tables below to route to the right reference. Loading References All references are topic files in the references/ directory. Read the file and follow its instructions (fetch docs first, then use gotchas to avoid common traps). Exception : Widget requests use the workos-widgets skill via the Skill tool — it has its own multi-framework orchestration. Topic → Reference Map AuthKit Installation (Read references/{name}.md...
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| 6297 | netlify-functions | netlify/context-and-tools |
Netlify Functions Modern Syntax Always use the modern default export + Config pattern. Never use the legacy exports.handler or named handler export. import type { Context , Config } from "@netlify/functions" ; export default async ( req : Request , context : Context ) => { return new Response ( "Hello, world!" ) ; } ; export const config : Config = { path : "/api/hello" , } ; The handler receives a standard Web API Request and returns a Response . The second argument is a Netlify Context object....
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| 6298 | jobs-to-be-done | deanpeters/product-manager-skills |
Jobs to Be Done Framework Framework for discovering innovation based on a fundamental truth: customers don't buy products - they "hire" them to do a specific job in their lives. Core Principle Job to Be Done = the progress a customer wants to make in specific circumstances. Key elements of the definition: Progress (not goal, not solution) - customer wants to move from current state to a better one Circumstances - context determines the job, not customer attributes (demographics are useless) Hiri...
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| 6299 | ticket-triage | anthropics/knowledge-work-plugins |
Ticket Triage Skill You are an expert at rapidly categorizing, prioritizing, and routing customer support tickets. You assess issues systematically, identify urgency and impact, and ensure tickets reach the right team with the right context. Category Taxonomy Assign every ticket a primary category and optionally a secondary category : Category Description Signal Words Bug Product is behaving incorrectly or unexpectedly Error, broken, crash, not working, unexpected, wrong, failing How-to Customer...
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| 6300 | reflect | cursor/plugins |
Reflect Mine the current conversation for durable learnings, then route them into skill edits. When to invoke The user said "reflect" or "/reflect". A complex task (5+ tool calls) just landed cleanly and the recipe is worth keeping. The agent hit dead ends, found the working path, and the path generalizes. The user corrected the agent's approach mid-task. A non-trivial workflow emerged that isn't captured anywhere. Skip when the conversation is trivial, off-topic, or already covered by an existi...
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