loulanyue
- 703 skills
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- 2 hours ago last updated
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- ▌ Foundation Models On Device 5 · loulanyue苹果FoundationModels框架用于设备上的LLM——文本生成、使用@Generable进行引导生成、工具调用，以及在iOS 26+中的快照流。
- ▌ Foundation Models On Device 6 · loulanyueApple FoundationModels framework for on-device LLM — text generation, guided generation with @Generable, tool calling, and snapshot streaming in iOS 26+.
- ▌ Nutrient Document Processing 2 · loulanyueNutrient DWS API を使用してドキュメントの処理、変換、OCR、抽出、編集、署名、フォーム入力を行います。PDF、DOCX、XLSX、PPTX、HTML、画像に対応しています。
- ▌ Regex Vs LLM Structured Text 2 · loulanyueDecision framework for choosing between regex and LLM when parsing structured text — start with regex, add LLM only for low-confidence edge cases.
- ▌ Nutrient Document Processing 3 · loulanyueProcess, convert, OCR, extract, redact, sign, and fill documents using the Nutrient DWS API. Works with PDFs, DOCX, XLSX, PPTX, HTML, and images.
- ▌ Regex Vs LLM Structured Text 3 · loulanyueDecision framework for choosing between regex and LLM when parsing structured text — start with regex, add LLM only for low-confidence edge cases.
- ▌ Nutrient Document Processing 4 · loulanyueProcess, convert, OCR, extract, redact, sign, and fill documents using the Nutrient DWS API. Works with PDFs, DOCX, XLSX, PPTX, HTML, and images.
- ▌ Regex Vs LLM Structured Text 4 · loulanyueDecision framework for choosing between regex and LLM when parsing structured text — start with regex, add LLM only for low-confidence edge cases.
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- ▌ Nutrient Document Processing 5 · loulanyue使用Nutrient DWS API处理、转换、OCR识别、提取、编辑、签名和填写文档。支持PDF、DOCX、XLSX、PPTX、HTML和图像格式。
- ▌ Regex Vs LLM Structured Text 5 · loulanyue选择在解析结构化文本时使用正则表达式还是大型语言模型的决策框架——从正则表达式开始，仅在低置信度的边缘情况下添加大型语言模型。
- ▌ Nutrient Document Processing 6 · loulanyueProcess, convert, OCR, extract, redact, sign, and fill documents using the Nutrient DWS API. Works with PDFs, DOCX, XLSX, PPTX, HTML, and images.
- ▌ Regex Vs LLM Structured Text 6 · loulanyueDecision framework for choosing between regex and LLM when parsing structured text — start with regex, add LLM only for low-confidence edge cases.
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- ▌ Flutter Dart Code Review 4 · loulanyueLibrary-agnostic Flutter/Dart code review checklist covering widget best practices, state management patterns (BLoC, Riverpod, Provider, GetX, MobX, Signals), Dart idioms, performance, accessibility, security, and clean architecture.
- ▌ Foundation Models On Device · loulanyueApple FoundationModels framework for on-device LLM — text generation, guided generation with @Generable, tool calling, and snapshot streaming in iOS 26+.
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- ▌ Flutter Dart Code Review 5 · loulanyue库无关的Flutter/Dart代码审查清单，涵盖Widget最佳实践、状态管理模式（BLoC、Riverpod、Provider、GetX、MobX、Signals）、Dart惯用法、性能、可访问性、安全性和整洁架构。
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- ▌ Flutter Dart Code Review 6 · loulanyueLibrary-agnostic Flutter/Dart code review checklist covering widget best practices, state management patterns (BLoC, Riverpod, Provider, GetX, MobX, Signals), Dart idioms, performance, accessibility, security, and clean architecture.
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- ▌ Architecture Decision Records 2 · loulanyueCapture architectural decisions made during Claude Code sessions as structured ADRs. Auto-detects decision moments, records context, alternatives considered, and rationale. Maintains an ADR log so future developers understand why the codebase is shaped the way it is.
- ▌ Architecture Decision Records 3 · loulanyueCapture architectural decisions made during Claude Code sessions as structured ADRs. Auto-detects decision moments, records context, alternatives considered, and rationale. Maintains an ADR log so future developers understand why the codebase is shaped the way it is.
- ▌ Architecture Decision Records 4 · loulanyueCapture architectural decisions made during Claude Code sessions as structured ADRs. Auto-detects decision moments, records context, alternatives considered, and rationale. Maintains an ADR log so future developers understand why the codebase is shaped the way it is.
- ▌ Architecture Decision Records 5 · loulanyue在Claude Code会话期间，将做出的架构决策捕获为结构化的架构决策记录（ADR）。自动检测决策时刻，记录上下文、考虑的替代方案和理由。维护一个ADR日志，以便未来的开发人员理解代码库为何以当前方式构建。
- ▌ Architecture Decision Records 6 · loulanyueCapture architectural decisions made during Claude Code sessions as structured ADRs. Auto-detects decision moments, records context, alternatives considered, and rationale. Maintains an ADR log so future developers understand why the codebase is shaped the way it is.
- ▌ Compose Multiplatform Patterns 2 · loulanyueCompose Multiplatform and Jetpack Compose patterns for KMP projects — state management, navigation, theming, performance, and platform-specific UI.
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- ▌ Compose Multiplatform Patterns 3 · loulanyueCompose Multiplatform and Jetpack Compose patterns for KMP projects — state management, navigation, theming, performance, and platform-specific UI.
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- ▌ Compose Multiplatform Patterns 4 · loulanyueCompose Multiplatform and Jetpack Compose patterns for KMP projects — state management, navigation, theming, performance, and platform-specific UI.
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- ▌ Compose Multiplatform Patterns 5 · loulanyueKMP项目中的Compose Multiplatform和Jetpack Compose模式——状态管理、导航、主题化、性能优化和平台特定UI。
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- ▌ Compose Multiplatform Patterns 6 · loulanyueCompose Multiplatform and Jetpack Compose patterns for KMP projects — state management, navigation, theming, performance, and platform-specific UI.
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- ▌ Swift Protocol Di Testing 6 · loulanyueProtocol-based dependency injection for testable Swift code — mock file system, network, and external APIs using focused protocols and Swift Testing.
- ▌ Agent Harness Construction 2 · loulanyueDesign and optimize AI agent action spaces, tool definitions, and observation formatting for higher completion rates.
- ▌ Android Clean Architecture 2 · loulanyueClean Architecture patterns for Android and Kotlin Multiplatform projects — module structure, dependency rules, UseCases, Repositories, and data layer patterns.
- ▌ Content Hash Cache Pattern 2 · loulanyueCache expensive file processing results using SHA-256 content hashes — path-independent, auto-invalidating, with service layer separation.
- ▌ Project Guidelines Example 2 · loulanyueExample project-specific skill template based on a real production application.
- ▌ Agent Harness Construction 3 · loulanyueDesign and optimize AI agent action spaces, tool definitions, and observation formatting for higher completion rates.
- ▌ Android Clean Architecture 3 · loulanyueClean Architecture patterns for Android and Kotlin Multiplatform projects — module structure, dependency rules, UseCases, Repositories, and data layer patterns.
- ▌ Content Hash Cache Pattern 3 · loulanyueCache expensive file processing results using SHA-256 content hashes — path-independent, auto-invalidating, with service layer separation.
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- ▌ Agent Harness Construction 4 · loulanyueDesign and optimize AI agent action spaces, tool definitions, and observation formatting for higher completion rates.
- ▌ Android Clean Architecture 4 · loulanyueClean Architecture patterns for Android and Kotlin Multiplatform projects — module structure, dependency rules, UseCases, Repositories, and data layer patterns.
- ▌ Content Hash Cache Pattern 4 · loulanyueCache expensive file processing results using SHA-256 content hashes — path-independent, auto-invalidating, with service layer separation.
- ▌ Project Guidelines Example 4 · loulanyueExample project-specific skill template based on a real production application.
- ▌ Cpp Coding Standards 6 · loulanyueC++ coding standards based on the C++ Core Guidelines (isocpp.github.io). Use when writing, reviewing, or refactoring C++ code to enforce modern, safe, and idiomatic practices.
- ▌ Documentation Lookup 6 · loulanyueUse up-to-date library and framework docs via Context7 MCP instead of training data. Activates for setup questions, API references, code examples, or when the user names a framework (e.g. React, Next.js, Prisma).
- ▌ Enterprise Agent Ops 5 · loulanyueOperate long-lived agent workloads with observability, security boundaries, and lifecycle management.
- ▌ Kotlin Ktor Patterns 6 · loulanyueKtor server patterns including routing DSL, plugins, authentication, Koin DI, kotlinx.serialization, WebSockets, and testApplication testing.
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- ▌ Carrier Relationship Management · loulanyueCodified expertise for managing carrier portfolios, negotiating freight rates, tracking carrier performance, allocating freight, and maintaining strategic carrier relationships. Informed by transportation managers with 15+ years experience. Includes scorecarding frameworks, RFP processes, market intelligence, and compliance vetting. Use when managing carriers, negotiating rates, evaluating carrier performance, or building freight strategies.
- ▌ AI Regression Testing 2 · loulanyueRegression testing strategies for AI-assisted development. Sandbox-mode API testing without database dependencies, automated bug-check workflows, and patterns to catch AI blind spots where the same model writes and reviews code.
- ▌ Continuous Agent Loop 2 · loulanyuePatterns for continuous autonomous agent loops with quality gates, evals, and recovery controls.
- ▌ Kotlin Coroutines Flows 5 · loulanyueKotlin协程与Flow在Android和KMP中的模式——结构化并发、Flow操作符、StateFlow、错误处理和测试。
- ▌ Kotlin Exposed Patterns 5 · loulanyueJetBrains Exposed ORM 模式，包括 DSL 查询、DAO 模式、事务、HikariCP 连接池、Flyway 迁移和仓库模式。
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- ▌ Cost Aware LLM Pipeline 6 · loulanyueCost optimization patterns for LLM API usage — model routing by task complexity, budget tracking, retry logic, and prompt caching.
- ▌ Kotlin Coroutines Flows 6 · loulanyueKotlin Coroutines and Flow patterns for Android and KMP — structured concurrency, Flow operators, StateFlow, error handling, and testing.
- ▌ Kotlin Exposed Patterns 6 · loulanyueJetBrains Exposed ORM patterns including DSL queries, DAO pattern, transactions, HikariCP connection pooling, Flyway migrations, and repository pattern.
- ▌ Springboot Verification 6 · loulanyueVerification loop for Spring Boot projects: build, static analysis, tests with coverage, security scans, and diff review before release or PR.
- ▌ Swift Actor Persistence 6 · loulanyueThread-safe data persistence in Swift using actors — in-memory cache with file-backed storage, eliminating data races by design.
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- ▌ Flutter Dart Code Review 2 · loulanyueLibrary-agnostic Flutter/Dart code review checklist covering widget best practices, state management patterns (BLoC, Riverpod, Provider, GetX, MobX, Signals), Dart idioms, performance, accessibility, security, and clean architecture.
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- ▌ Flutter Dart Code Review 3 · loulanyueLibrary-agnostic Flutter/Dart code review checklist covering widget best practices, state management patterns (BLoC, Riverpod, Provider, GetX, MobX, Signals), Dart idioms, performance, accessibility, security, and clean architecture.
- ▌ Architecture Decision Records · loulanyueCapture architectural decisions made during Claude Code sessions as structured ADRs. Auto-detects decision moments, records context, alternatives considered, and rationale. Maintains an ADR log so future developers understand why the codebase is shaped the way it is.
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- ▌ Android Clean Architecture 5 · loulanyue适用于Android和Kotlin多平台项目的Clean Architecture模式——模块结构、依赖规则、用例、仓库以及数据层模式。
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- ▌ Agent Harness Construction 6 · loulanyueDesign and optimize AI agent action spaces, tool definitions, and observation formatting for higher completion rates.
- ▌ Android Clean Architecture 6 · loulanyueClean Architecture patterns for Android and Kotlin Multiplatform projects — module structure, dependency rules, UseCases, Repositories, and data layer patterns.
- ▌ Content Hash Cache Pattern 6 · loulanyueCache expensive file processing results using SHA-256 content hashes — path-independent, auto-invalidating, with service layer separation.
- ▌ Project Guidelines Example 6 · loulanyueExample project-specific skill template based on a real production application.
- ▌ Foundation Models On Device 2 · loulanyueApple FoundationModels framework for on-device LLM — text generation, guided generation with @Generable, tool calling, and snapshot streaming in iOS 26+.
- ▌ Foundation Models On Device 3 · loulanyueApple FoundationModels framework for on-device LLM — text generation, guided generation with @Generable, tool calling, and snapshot streaming in iOS 26+.
- ▌ Foundation Models On Device 4 · loulanyueApple FoundationModels framework for on-device LLM — text generation, guided generation with @Generable, tool calling, and snapshot streaming in iOS 26+.
- ▌ Compose Multiplatform Patterns · loulanyueCompose Multiplatform and Jetpack Compose patterns for KMP projects — state management, navigation, theming, performance, and platform-specific UI.
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- ▌ Enterprise Agent Ops 2 · loulanyueOperate long-lived agent workloads with observability, security boundaries, and lifecycle management.
- ▌ Kotlin Ktor Patterns 2 · loulanyueKtor server patterns including routing DSL, plugins, authentication, Koin DI, kotlinx.serialization, WebSockets, and testApplication testing.
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- ▌ AI First Engineering 3 · loulanyueEngineering operating model for teams where AI agents generate a large share of implementation output.
- ▌ Cpp Coding Standards 3 · loulanyueC++ coding standards based on the C++ Core Guidelines (isocpp.github.io). Use when writing, reviewing, or refactoring C++ code to enforce modern, safe, and idiomatic practices.
- ▌ Documentation Lookup 3 · loulanyueUse up-to-date library and framework docs via Context7 MCP instead of training data. Activates for setup questions, API references, code examples, or when the user names a framework (e.g. React, Next.js, Prisma).
- ▌ Enterprise Agent Ops 3 · loulanyueOperate long-lived agent workloads with observability, security boundaries, and lifecycle management.
- ▌ Kotlin Ktor Patterns 3 · loulanyueKtor server patterns including routing DSL, plugins, authentication, Koin DI, kotlinx.serialization, WebSockets, and testApplication testing.
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- ▌ AI First Engineering 4 · loulanyueEngineering operating model for teams where AI agents generate a large share of implementation output.