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Agent Skill · 研究检索

generators(generators 搜索)

generators 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

generators 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为需要联网;许可证为 MIT,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 26,846。

总安装 3,493周安装 147GitHub Stars 227下载 1,223核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
MIT

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:generators(generators 搜索)
来源仓库:https://github.com/rshankras/claude-code-apple-skills
仓库路径:skills/generators
安装命令:
npx skills add https://github.com/rshankras/claude-code-apple-skills --skill generators
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。不同来源提供的安装方式可能略有差异;本站展示可直接复制的安装命令,安装前请核对来源页面。

skills.shnpx skills
npx skills add https://github.com/rshankras/claude-code-apple-skills --skill generators

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

用于查找、检索和筛选相关信息。适用宿主包括 Codex、Claude、Cursor、Gemini CLI,接入前应确认版本、权限和运行环境要求。适合根据关键词快速定位候选结果。可结合任务场景和来源线索使用。安装前建议确认权限和维护状态。generators 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

来源仓库内路径:skills/generators

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/rshankras/claude-code-apple-skills --skill gen…;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要需要联网,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

generators 怎么安装?

在终端执行 npx skills add https://github.com/rshankras/claude-code-apple-skills --skill generators。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

generators 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

generators 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

generators 是免费的吗?

来源标注的许可证是 MIT。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

generators 用的人多吗?

公开数据是累计安装 3,493 次,近一周安装 147 次,下载 1,223 次,GitHub 227 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

generators 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 3 个目录同时收录,说明这个 Skill 流传比较广。
  • 许可证明确为 MIT,商用和分发边界好判断。

先想清楚的地方

  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
generators

generators 搜索 · 本页

3,493227需要联网MIT有提醒

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Code Generators

Production-ready code generators for iOS and macOS apps. Unlike advisory skills (review, audit), these skills generate working code tailored to your project.

When This Skill Activates

Use this skill when the user:

  • Wants to add a common app component (logging, analytics, onboarding, etc.)
  • Asks to "set up" or "add" infrastructure code
  • Mentions replacing print() with proper logging
  • Wants to add App Store review prompts
  • Needs analytics or crash reporting setup

Key Principles

1. Context-Aware Generation

Before generating code, skills will:

  • Read existing project structure and patterns
  • Detect deployment targets and Swift version
  • Identify architecture patterns (MVVM, TCA, etc.)
  • Check for existing implementations to avoid conflicts

2. Protocol-Based Architecture

Provider-dependent code uses protocols for easy swapping:

protocol AnalyticsService { ... }
class TelemetryDeckAnalytics: AnalyticsService { ... }
class FirebaseAnalytics: AnalyticsService { ... }
// Change provider by swapping ONE line

3. Platform Detection

Skills detect iOS vs macOS and App Store vs direct distribution to generate appropriate code.

Available Generators

Read relevant module files based on the user's needs:

logging-setup/

Replace print() statements with structured os.log/Logger.

  • Audit existing print() usage
  • Generate AppLogger infrastructure
  • Migrate print → Logger with proper privacy levels

analytics-setup/

Protocol-based analytics with swappable providers.

  • TelemetryDeck, Firebase, Mixpanel support
  • NoOp implementation for testing/privacy
  • Easy provider switching

onboarding-generator/

Multi-step onboarding flow with persistence.

  • Paged or stepped navigation
  • @AppStorage persistence
  • Skip option configuration
  • Accessibility support

review-prompt/

Smart App Store review prompts.

  • Platform detection (skips for non-App Store macOS)
  • Configurable trigger conditions
  • Smart timing logic
  • Debug override for testing

networking-layer/

Protocol-based API client with async/await.

  • Clean APIClient protocol for mocking/swapping
  • Type-safe endpoint definitions
  • Comprehensive error handling
  • Environment-based configuration

auth-flow/

Complete authentication flow.

  • Sign in with Apple integration
  • Biometric authentication (Face ID/Touch ID)
  • Secure Keychain storage
  • Credential state monitoring

paywall-generator/

StoreKit 2 subscription paywall.

  • Full StoreKit 2 implementation
  • Product loading, purchasing, restoring
  • Subscription status with Environment
  • Beautiful paywall UI

settings-screen/

Complete settings screen with modular sections.

  • Centralized AppSettings with @AppStorage
  • Appearance, Notifications, Account, About, Legal sections
  • Cross-platform (iOS/macOS)
  • Reusable row components

persistence-setup/

SwiftData persistence with optional iCloud sync.

  • SwiftData container configuration
  • Repository pattern for testability
  • Optional CloudKit/iCloud sync
  • Sync status monitoring
  • Migration support

error-monitoring/

Protocol-based crash/error reporting.

  • Sentry and Firebase Crashlytics support
  • NoOp implementation for testing/privacy
  • Breadcrumbs for debugging context
  • User context (anonymized)
  • Easy provider swapping

ci-cd-setup/

CI/CD configuration for automated builds and deployment.

  • GitHub Actions workflows (build, test, TestFlight, App Store)
  • Xcode Cloud scripts and setup guide
  • fastlane lanes for advanced automation
  • Code signing and secrets management
  • macOS notarization support

localization-setup/

Internationalization (i18n) infrastructure for multi-language apps.

  • String Catalogs (iOS 16+, recommended)
  • Type-safe L10n enum for compile-time safety
  • Pluralization and interpolation patterns
  • RTL layout support
  • SwiftUI preview helpers for testing locales

push-notifications/

Push notification infrastructure with APNs setup.

  • Registration and authorization flow
  • UNUserNotificationCenterDelegate implementation
  • Notification categories with action buttons
  • Type-safe payload parsing
  • Rich notifications and silent notifications

deep-linking/

Deep linking with URL schemes, Universal Links, and App Intents.

  • Custom URL scheme handling
  • Universal Links with AASA file
  • App Intents for Siri and Shortcuts
  • Type-safe route definitions and navigation
  • Spotlight indexing support

test-generator/

Test templates for unit, integration, and UI tests.

  • Swift Testing (modern, iOS 16+) and XCTest patterns
  • Mock object generation
  • ViewModel and service testing patterns
  • UI testing with page object pattern

accessibility-generator/

Accessibility infrastructure for inclusive apps.

  • VoiceOver labels, hints, and traits
  • Dynamic Type support with scaling
  • Reduce Motion handling
  • Accessibility audit checklist

widget-generator/

WidgetKit widgets for home screen and lock screen.

  • Static and interactive widgets (iOS 17+)
  • Timeline providers
  • Lock screen complications
  • Widget intents for configuration

app-icon-generator/

Programmatic app icon generation using CoreGraphics.

  • Apple HIG compliant icon design
  • Category-aware design recipes (productivity, media, dev tools, etc.)
  • 3 variant generation for user selection
  • Automatic resizing to all required sizes (macOS + iOS)
  • Asset catalog installation with correct Contents.json
  • No external dependencies — pure CoreGraphics

feature-flags/

Feature flag infrastructure with local and remote support.

  • Protocol-based service with swappable providers
  • Local defaults with remote override (composite provider)
  • @Observable manager for SwiftUI integration
  • Debug menu for toggling flags

live-activity-generator/

ActivityKit Live Activity with Dynamic Island and Lock Screen.

  • ActivityAttributes and ContentState definitions
  • Dynamic Island layouts (compact and expanded)
  • Lock Screen presentation
  • Push-to-update support via APNs
  • Activity lifecycle management (start, update, end)

tipkit-generator/

TipKit inline and popover tips with rules and testing.

  • Inline and popover tip definitions
  • Rule-based display logic (parameter and event rules)
  • Display frequency and invalidation
  • Testing and preview support

cloudkit-sync/

CKSyncEngine-based CloudKit sync (iOS 17+).

  • CKSyncEngine setup and delegate
  • Record zone management
  • Conflict resolution strategies
  • Sharing and collaboration support

http-cache/

HTTP caching layer with Cache-Control, ETag, and offline fallback.

  • Cache-Control header parsing
  • ETag/Last-Modified conditional requests (304)
  • Stale-while-revalidate pattern
  • Decorator pattern wrapping existing APIClient
  • Network reachability for offline fallback

pagination/

Pagination infrastructure with offset and cursor patterns.

  • Offset-based and cursor-based response models
  • State machine (idle, loading, loaded, error, exhausted)
  • @Observable PaginationManager with prefetch threshold
  • Searchable pagination with debounced query
  • Infinite scroll, load-more button, and state views

image-loading/

Image loading pipeline with caching and CachedAsyncImage view.

  • NSCache memory cache with auto-eviction
  • LRU disk cache with expiration
  • Actor-based downloader with request deduplication
  • ImageIO thumbnail generation
  • Drop-in CachedAsyncImage SwiftUI replacement
  • Collection prefetching

share-card/

Shareable image cards for social media sharing.

  • ShareCardContent protocol with achievement, statistics, and quote types
  • ImageRenderer-based card generation
  • Configurable styles (minimal, branded, statistics)
  • ShareLink integration and QR code overlay

social-export/

Export content to social platforms with correct formats.

  • Platform-specific formatting (Instagram, TikTok, X)
  • Aspect ratio and resolution handling per platform
  • Branding overlay and caption support
  • URL scheme-based and share sheet export

subscription-lifecycle/

StoreKit 2 subscription lifecycle management.

  • Grace period and billing retry handling
  • Win-back and promotional offer management
  • Subscription status monitoring with Transaction.updates
  • Upgrade/downgrade path handling
  • Dashboard UI for subscription management

referral-system/

Referral and invite system with viral growth mechanics.

  • Unique code generation with fraud prevention
  • Deep link-based sharing and redemption
  • Reward tracking for referrer and invitee
  • Dashboard with referral statistics

watermark-engine/

Watermark overlays for images with paywall integration.

  • Text, image, and tiled watermark styles
  • CoreGraphics-based rendering with Retina support
  • Subscription-gated watermark removal
  • SwiftUI overlay and ViewModifier

streak-tracker/

Daily/weekly streak tracking with engagement mechanics.

  • SwiftData-based activity recording
  • Timezone-aware day boundary calculations
  • Streak freeze/protection passes
  • Calendar heat map and badge views
  • Streak-at-risk notifications

milestone-celebration/

Achievement celebrations with confetti and badges.

  • CAEmitterLayer confetti with Reduce Motion support
  • Milestone tracking with threshold detection
  • Badge collection grid with progress rings
  • Haptic feedback integration

whats-new/

What's New screen shown after app updates.

  • Version tracking with UserDefaults persistence
  • Paged TabView feature highlights
  • Local and remote content providers
  • Auto-present as sheet on version change

lapsed-user/

Lapsed user detection and re-engagement.

  • Configurable inactivity thresholds (7/14/30 days)
  • Personalized return experience by lapse category
  • Win-back offer screen for lapsed subscribers
  • ViewModifier for auto-detection on app launch

usage-insights/

User-facing usage statistics and activity summaries.

  • SwiftData event recording with batch writes
  • Insight calculation (streaks, top categories, trends)
  • Dashboard with Swift Charts integration
  • Shareable recap cards (Spotify Wrapped-style)

variable-rewards/

Variable reward system with gamification mechanics.

  • Weighted probability reward pools with rarity tiers
  • Daily spin wheel and mystery box animations
  • Daily/weekly caps for ethical engagement
  • Reward history and notification views

consent-flow/

GDPR/CCPA/DPDP privacy consent management.

  • Granular per-category consent (analytics, marketing, etc.)
  • ATT (App Tracking Transparency) integration
  • Consent audit logging for compliance
  • Banner and preferences UI with equal prominence

account-deletion/

Apple-compliant account deletion flow.

  • Multi-step confirmation with re-authentication
  • Data export before deletion
  • Grace period with cancellation option
  • Keychain cleanup and Sign in with Apple revocation

permission-priming/

Pre-permission priming screens for higher grant rates.

  • Unified permission manager (notifications, camera, location, etc.)
  • Benefit-focused priming UI before system prompt
  • Permission status tracking with Settings redirect
  • Gated content ViewModifier

force-update/

Minimum version enforcement with update prompts.

  • Remote JSON and App Store lookup version checking
  • Hard block (required) and soft prompt (recommended)
  • Configurable check frequency
  • Skip tracking for soft updates

state-restoration/

State preservation and restoration across app launches.

  • NavigationPath, tab selection, scroll position persistence
  • Codable AppState with debounced auto-save
  • Form draft manager with auto-save
  • @SceneStorage and file-based storage options

debug-menu/

Developer debug menu (DEBUG builds only).

  • Feature flag toggles and environment switcher
  • Network request logger with circular buffer
  • Cache clearing and diagnostic info export
  • Shake gesture and hidden tap triggers

offline-queue/

Offline operation queue with automatic retry.

  • Actor-based queue manager with FIFO + priority
  • File-based persistence for queued operations
  • Exponential backoff with jitter retry policy
  • NWPathMonitor connectivity detection
  • Offline status banner ViewModifier

feedback-form/

In-app feedback collection with smart routing.

  • Category-based feedback (bug, feature, praise)
  • Screenshot capture and annotation
  • Sentiment routing (happy → App Store, unhappy → support)
  • Email and webhook submission

announcement-banner/

In-app announcement banners with remote configuration.

  • Priority-based banner display (info, warning, promotion)
  • Local and remote announcement providers
  • Deep link and URL action handling
  • Scheduled display with date ranges

quick-win-session/

Guided first-action flows for fast time-to-value.

  • Step-by-step task guidance
  • Spotlight hint overlays with cutout circles
  • Completion celebration with timing stats
  • ViewModifier for new user detection

spotlight-indexing/

Core Spotlight indexing for system search integration.

  • SpotlightIndexable protocol for any model
  • Actor-based batch index manager
  • Fluent attribute builder API
  • Search continuation and Siri suggestions

app-clip/

App Clip target with invocation and upgrade flow.

  • Invocation URL parsing and routing
  • Experience protocol with concrete implementations
  • Location confirmation for physical invocations
  • SKOverlay full app upgrade prompt
  • App Group data sharing

screenshot-automation/

Automated App Store screenshot generation.

  • XCUITest-based screen capture with navigation
  • Localized caption overlays with CoreText
  • Device frame compositing
  • Multi-locale, multi-device batch export

background-processing/

Background task infrastructure with BGTaskScheduler.

  • BGAppRefreshTask and BGProcessingTask setup
  • Background URLSession for downloads/uploads
  • Silent push notification handling
  • Energy-efficient scheduling strategies

app-extensions/

App extension targets for Share, Action, Keyboard, and Safari.

  • Share Extension with content handling
  • Action Extension for in-place content manipulation
  • Keyboard Extension with UIInputViewController
  • Safari Web Extension with message handler
  • App Group data sharing between app and extension

data-export/

Data export/import infrastructure with JSON, CSV, and PDF support.

  • Protocol-based multi-format export (DataExportable)
  • CSV generation with RFC 4180 compliance
  • PDF report generation with UIGraphicsPDFRenderer
  • File import with UTType-based parsing
  • GDPR Article 20 data portability compliance

How to Use

  1. User requests a component (e.g., "add logging to my app")
  2. Read the relevant skill's SKILL.md
  3. Run pre-generation checks (conflicts, deployment target, etc.)
  4. Ask configuration questions via AskUserQuestion
  5. Generate code from templates, adapting to project context
  6. Provide integration instructions

Output Format

After generation, always provide:

  • Files created (with full paths)
  • Integration steps (how to wire into existing code)
  • Required capabilities (entitlements, dependencies)
  • Testing instructions (how to verify it works)

平台分布

Claude Code

27.05%
按下载量换算331

OpenCode

22.47%
按下载量换算275

Gemini CLI

18.39%
按下载量换算225

Codex

11.81%
按下载量换算144

Antigravity

7.38%
按下载量换算90

Cursor

3.71%
按下载量换算45

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

可疑

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。来源安全扫描存在提醒或未通过项,安装前请自行复核。

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