loulanyue
- 703 skills
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- 7 hours ago last updated
- ▌ Cpp Coding Standards 4 · 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 4 · 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).
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- ▌ Continuous Learning V2 6 · loulanyue bundleInstinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents.
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- ▌ Ralphinho Rfc Pipeline 6 · loulanyueRFC-driven multi-agent DAG execution pattern with quality gates, merge queues, and work unit orchestration.
- ▌ Cost Aware LLM Pipeline 2 · loulanyueCost optimization patterns for LLM API usage — model routing by task complexity, budget tracking, retry logic, and prompt caching.
- ▌ Kotlin Coroutines Flows 2 · loulanyueKotlin Coroutines and Flow patterns for Android and KMP — structured concurrency, Flow operators, StateFlow, error handling, and testing.
- ▌ Kotlin Exposed Patterns 2 · loulanyueJetBrains Exposed ORM patterns including DSL queries, DAO pattern, transactions, HikariCP connection pooling, Flyway migrations, and repository pattern.
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- ▌ Swift Actor Persistence 2 · loulanyueThread-safe data persistence in Swift using actors — in-memory cache with file-backed storage, eliminating data races by design.
- ▌ Cost Aware LLM Pipeline 3 · loulanyueCost optimization patterns for LLM API usage — model routing by task complexity, budget tracking, retry logic, and prompt caching.
- ▌ Kotlin Coroutines Flows 3 · loulanyueKotlin Coroutines and Flow patterns for Android and KMP — structured concurrency, Flow operators, StateFlow, error handling, and testing.
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- ▌ Swift Protocol Di Testing 2 · loulanyueProtocol-based dependency injection for testable Swift code — mock file system, network, and external APIs using focused protocols and Swift Testing.
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- ▌ Swift Protocol Di Testing 3 · loulanyueProtocol-based dependency injection for testable Swift code — mock file system, network, and external APIs using focused protocols and Swift Testing.
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- ▌ Swift Protocol Di Testing 4 · loulanyueProtocol-based dependency injection for testable Swift code — mock file system, network, and external APIs using focused protocols and Swift Testing.
- ▌ Nutrient Document Processing · 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 · 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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- ▌ Swift Protocol Di Testing 5 · loulanyue基于协议的依赖注入，用于可测试的Swift代码——使用聚焦协议和Swift Testing模拟文件系统、网络和外部API。
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- ▌ Kotlin Ktor Patterns 4 · loulanyueKtor server patterns including routing DSL, plugins, authentication, Koin DI, kotlinx.serialization, WebSockets, and testApplication testing.
- ▌ Cost Aware LLM Pipeline · loulanyueCost optimization patterns for LLM API usage — model routing by task complexity, budget tracking, retry logic, and prompt caching.
- ▌ Kotlin Coroutines Flows · loulanyueKotlin Coroutines and Flow patterns for Android and KMP — structured concurrency, Flow operators, StateFlow, error handling, and testing.
- ▌ Kotlin Exposed Patterns · loulanyueJetBrains Exposed ORM patterns including DSL queries, DAO pattern, transactions, HikariCP connection pooling, Flyway migrations, and repository pattern.
- ▌ Springboot Verification · loulanyueVerification loop for Spring Boot projects: build, static analysis, tests with coverage, security scans, and diff review before release or PR.
- ▌ Swift Actor Persistence · loulanyueThread-safe data persistence in Swift using actors — in-memory cache with file-backed storage, eliminating data races by design.
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- ▌ Cpp Coding Standards 5 · loulanyue基于C++核心指南（isocpp.github.io）的C++编码标准。在编写、审查或重构C++代码时使用，以强制实施现代、安全和惯用的实践。
- ▌ Documentation Lookup 5 · loulanyue通过 Context7 MCP 使用最新的库和框架文档，而非训练数据。当用户提出设置问题、API参考、代码示例或命名框架（例如 React、Next.js、Prisma）时激活。
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- ▌ Kotlin Ktor Patterns 5 · loulanyueKtor 服务器模式，包括路由 DSL、插件、身份验证、Koin DI、kotlinx.serialization、WebSockets 和 testApplication 测试。
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- ▌ AI First Engineering 6 · loulanyueEngineering operating model for teams where AI agents generate a large share of implementation output.
- ▌ Kotlin Exposed Patterns 3 · loulanyueJetBrains Exposed ORM patterns including DSL queries, DAO pattern, transactions, HikariCP connection pooling, Flyway migrations, and repository pattern.
- ▌ Springboot Verification 3 · loulanyueVerification loop for Spring Boot projects: build, static analysis, tests with coverage, security scans, and diff review before release or PR.
- ▌ Swift Actor Persistence 3 · loulanyueThread-safe data persistence in Swift using actors — in-memory cache with file-backed storage, eliminating data races by design.
- ▌ Cost Aware LLM Pipeline 4 · loulanyueCost optimization patterns for LLM API usage — model routing by task complexity, budget tracking, retry logic, and prompt caching.
- ▌ Kotlin Coroutines Flows 4 · loulanyueKotlin Coroutines and Flow patterns for Android and KMP — structured concurrency, Flow operators, StateFlow, error handling, and testing.
- ▌ Kotlin Exposed Patterns 4 · loulanyueJetBrains Exposed ORM patterns including DSL queries, DAO pattern, transactions, HikariCP connection pooling, Flyway migrations, and repository pattern.
- ▌ Springboot Verification 4 · loulanyueVerification loop for Spring Boot projects: build, static analysis, tests with coverage, security scans, and diff review before release or PR.
- ▌ Swift Actor Persistence 4 · loulanyueThread-safe data persistence in Swift using actors — in-memory cache with file-backed storage, eliminating data races by design.
- ▌ Agent Harness Construction · loulanyueDesign and optimize AI agent action spaces, tool definitions, and observation formatting for higher completion rates.
- ▌ Android Clean Architecture · loulanyueClean Architecture patterns for Android and Kotlin Multiplatform projects — module structure, dependency rules, UseCases, Repositories, and data layer patterns.
- ▌ Content Hash Cache Pattern · loulanyueCache expensive file processing results using SHA-256 content hashes — path-independent, auto-invalidating, with service layer separation.
- ▌ Project Guidelines Example · loulanyueExample project-specific skill template based on a real production application.
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- ▌ Continuous Agent Loop · loulanyuePatterns for continuous autonomous agent loops with quality gates, evals, and recovery controls.
- ▌ Java Coding Standards · loulanyueJava coding standards for Spring Boot services: naming, immutability, Optional usage, streams, exceptions, generics, and project layout.
- ▌ Plankton Code Quality · loulanyueWrite-time code quality enforcement using Plankton — auto-formatting, linting, and Claude-powered fixes on every file edit via hooks.
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- ▌ Swift Concurrency 6 2 · loulanyueSwift 6.2 Approachable Concurrency — single-threaded by default, @concurrent for explicit background offloading, isolated conformances for main actor types.
- ▌ Data Scraper Agent 5 · loulanyue构建一个全自动化的AI驱动数据收集代理，适用于任何公共来源——招聘网站、价格信息、新闻、GitHub、体育赛事等任何内容。按计划进行抓取，使用免费LLM（Gemini Flash）丰富数据，将结果存储在Notion/Sheets/Supabase中，并从用户反馈中学习。完全免费在GitHub Actions上运行。适用于用户希望自动监控、收集或跟踪任何公共数据的场景。
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- ▌ Investor Materials 5 · loulanyue创建和更新宣传文稿、一页简介、投资者备忘录、加速器申请、财务模型和融资材料。当用户需要面向投资者的文件、预测、资金用途表、里程碑计划或必须在多个融资资产中保持内部一致性的材料时使用。
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- ▌ Data Scraper Agent 6 · loulanyueBuild a fully automated AI-powered data collection agent for any public source — job boards, prices, news, GitHub, sports, anything. Scrapes on a schedule, enriches data with a free LLM (Gemini Flash), stores results in Notion/Sheets/Supabase, and learns from user feedback. Runs 100% free on GitHub Actions. Use when the user wants to monitor, collect, or track any public data automatically.
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- ▌ Investor Materials 6 · loulanyueCreate and update pitch decks, one-pagers, investor memos, accelerator applications, financial models, and fundraising materials. Use when the user needs investor-facing documents, projections, use-of-funds tables, milestone plans, or materials that must stay internally consistent across multiple fundraising assets.
- ▌ Visa Doc Translate 6 · loulanyue bundleTranslate visa application documents (images) to English and create a bilingual PDF with original and translation
- ▌ Agentic Engineering 2 · loulanyueOperate as an agentic engineer using eval-first execution, decomposition, and cost-aware model routing.
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- ▌ Swift Concurrency 6 2 6 · loulanyueSwift 6.2 Approachable Concurrency — single-threaded by default, @concurrent for explicit background offloading, isolated conformances for main actor types.
- ▌ Continuous Learning V2 2 · loulanyue bundleフックを介してセッションを観察し、信頼度スコアリング付きのアトミックなインスティンクトを作成し、スキル/コマンド/エージェントに進化させるインスティンクトベースの学習システム。
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- ▌ Ralphinho Rfc Pipeline 2 · loulanyueRFC-driven multi-agent DAG execution pattern with quality gates, merge queues, and work unit orchestration.
- ▌ Continuous Learning V2 3 · loulanyue bundle훅을 통해 세션을 관찰하고, 신뢰도 점수가 있는 원자적 본능을 생성하며, 이를 스킬/명령어/에이전트로 진화시키는 본능 기반 학습 시스템. v2.1에서는 프로젝트 간 오염을 방지하기 위한 프로젝트 범위 본능이 추가되었습니다.
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- ▌ Ralphinho Rfc Pipeline 3 · loulanyueRFC-driven multi-agent DAG execution pattern with quality gates, merge queues, and work unit orchestration.
- ▌ Continuous Learning V2 4 · loulanyue bundleInstinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents. v2.1 adds project-scoped instincts to prevent cross-project contamination.
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- ▌ Ralphinho Rfc Pipeline 4 · loulanyueRFC-driven multi-agent DAG execution pattern with quality gates, merge queues, and work unit orchestration.
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- ▌ Swift Protocol Di Testing · loulanyueProtocol-based dependency injection for testable Swift code — mock file system, network, and external APIs using focused protocols and Swift Testing.
- ▌ Continuous Learning 6 · loulanyueAutomatically extract reusable patterns from Claude Code sessions and save them as learned skills for future use.
- ▌ Database Migrations 6 · loulanyueDatabase migration best practices for schema changes, data migrations, rollbacks, and zero-downtime deployments across PostgreSQL, MySQL, and common ORMs (Prisma, Drizzle, Kysely, Django, TypeORM, golang-migrate).
- ▌ Deployment Patterns 6 · loulanyueDeployment workflows, CI/CD pipeline patterns, Docker containerization, health checks, rollback strategies, and production readiness checklists for web applications.
- ▌ Django Verification 6 · loulanyueVerification loop for Django projects: migrations, linting, tests with coverage, security scans, and deployment readiness checks before release or PR.
- ▌ Iterative Retrieval 6 · loulanyuePattern for progressively refining context retrieval to solve the subagent context problem
- ▌ Liquid Glass Design 6 · loulanyueiOS 26 Liquid Glass design system — dynamic glass material with blur, reflection, and interactive morphing for SwiftUI, UIKit, and WidgetKit.
- ▌ MCP Server Patterns 6 · loulanyueBuild MCP servers with Node/TypeScript SDK — tools, resources, prompts, Zod validation, stdio vs Streamable HTTP. Use Context7 or official MCP docs for latest API.
- ▌ Springboot Patterns 6 · loulanyueSpring Boot architecture patterns, REST API design, layered services, data access, caching, async processing, and logging. Use for Java Spring Boot backend work.
- ▌ Springboot Security 6 · loulanyueSpring Security best practices for authn/authz, validation, CSRF, secrets, headers, rate limiting, and dependency security in Java Spring Boot services.
- ▌ Logistics Exception Management · loulanyueCodified expertise for handling freight exceptions, shipment delays, damages, losses, and carrier disputes. Informed by logistics professionals with 15+ years operational experience. Includes escalation protocols, carrier-specific behaviors, claims procedures, and judgment frameworks. Use when handling shipping exceptions, freight claims, delivery issues, or carrier disputes.
- ▌ AI First Engineering 2 · loulanyueEngineering operating model for teams where AI agents generate a large share of implementation output.
- ▌ Cpp Coding Standards 2 · 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 2 · 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).
- ▌ Codebase Onboarding 2 · loulanyueAnalyze an unfamiliar codebase and generate a structured onboarding guide with architecture map, key entry points, conventions, and a starter CLAUDE.md. Use when joining a new project or setting up Claude Code for the first time in a repo.
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- ▌ Database Migrations 2 · loulanyueDatabase migration best practices for schema changes, data migrations, rollbacks, and zero-downtime deployments across PostgreSQL, MySQL, and common ORMs (Prisma, Drizzle, Kysely, Django, TypeORM, golang-migrate).
- ▌ Deployment Patterns 2 · loulanyueDeployment workflows, CI/CD pipeline patterns, Docker containerization, health checks, rollback strategies, and production readiness checklists for web applications.