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lab-tools

529

experiment-tracking-setup

Guide for experiment tracking tool setup (MLflow, Weights & Biases, etc.), reproducibility assurance, model registry, and experiment comparison methodology. Use this skill for ML experiment management involving 'experiment tracking', 'MLflow', 'W&B', 'Weights and Biases', 'reproducibility', 'model registry', 'experiment comparison', 'hyperparameter logging', etc. Enhances the training-manager's experiment management capabilities. Note: model architecture design and feature engineering are outside this skill's scope.

revfactory

research

lab-tools

529

experiment-tracking-setup

MLflow, Weights & Biases 등 실험 추적 도구 설정, 재현성 보장, 모델 레지스트리, 실험 비교 방법론 가이드. '실험 추적', 'MLflow', 'W&B', 'Weights and Biases', '재현성', '모델 레지스트리', '실험 비교', '하이퍼파라미터 로깅' 등 ML 실험 관리 시 이 스킬을 사용한다. training-manager의 실험 관리 역량을 강화한다. 단, 모델 아키텍처 설계나 피처 엔지니어링은 이 스킬의 범위가 아니다.

revfactory

research

lab-tools

529

research-methodology

A specialized skill providing a detailed framework for academic research methodology design. Used by the methodology-expert agent when designing quantitative, qualitative, or mixed-methods research and selecting samples, instruments, and analysis methods. Automatically applied in contexts such as 'research methodology', 'research design', 'sample design', 'measurement instruments', 'validity and reliability', 'statistical analysis methods'. However, running statistical software (SPSS, R) directly and filing IRB applications are outside the scope of this skill.

revfactory

research

domain-utilities

529

ddd-context-mapping

DDD(Domain-Driven Design)의 바운디드 컨텍스트 식별, 컨텍스트 맵 작성, 이벤트 스토밍 수행을 위한 상세 방법론. '바운디드 컨텍스트', 'DDD', '도메인 모델링', '이벤트 스토밍', '컨텍스트 맵', '애그리거트 설계', '유비쿼터스 언어' 등 도메인 분석 시 이 스킬을 사용한다. domain-analyst와 service-architect의 도메인 분석 역량을 강화한다. 단, 인프라 배포나 코드 구현은 이 스킬의 범위가 아니다.

revfactory

tools

data-analysis

528

csv-insights

Summarize a CSV, compute basic stats, and produce a markdown report + a plot image.

simonw

data-ai

literature-writing

528

greeter

Generate a cheerful greeting in any language.

simonw

lifestyle

ide-plugins

527

plugin-best-practices

This skill should be used when the user asks to "validate plugin structure", "review manifest files", "check frontmatter compliance", "verify tool invocation patterns", "explain plugin component types", or needs Claude Code plugin architectural guidance.

FradSer

tools

mobile

524

swiftui-async-button

Use ButtonKit's AsyncButton for SwiftUI button actions that start a Task, call async/await, use do/catch, or need built-in loading/progress/error feedback. Trigger when replacing custom Button+Task wrappers or when a button action can throw or is async.

Dean151

development

technical-docs

524

ppt-agent

专业 PPT 演示文稿全流程 AI 生成助手。模拟顶级 PPT 设计公司的完整工作流（需求调研到资料搜集到大纲策划到策划稿到设计稿），输出高质量 HTML 格式演示文稿。当用户提到制作 PPT、做演示文稿、做 slides、做幻灯片、做汇报材料、做培训课件、做路演 deck、做产品介绍页面时触发此技能。即使用户只说"帮我做个关于 X 的介绍"或"我要给老板汇报 Y"，只要暗示需要结构化的多页演示内容，都应该触发。也适用于用户说"帮我把这篇文档做成 PPT"、"把这个主题做成演示"等需要将内容转化为演示格式的场景。英文场景同样适用："make a presentation about..."、"create slides for..."、"build a pitch deck"、"I need a keynote for..."。隐式意图也应触发："帮我把这个数据可视化一下给老板看"、"我需要一份能拿去路演的东西"、"把这个报告做得好看点能展示"、"beautify my existing PPT"、"redesign these slides"。改善或美化现有 PPT 也属于此技能范畴。

sunbigfly

documentation

web3-tools

522

firebase-app-check

Integrates Firebase App Check into Flutter apps. Use when setting up App Check, selecting providers per platform, using debug providers during development, enabling enforcement, or applying App Check security best practices.

evanca

blockchain

web3-tools

522

firebase-storage

Integrates Firebase Cloud Storage into Flutter apps. Use when setting up Storage, uploading or downloading files, managing metadata, handling errors, or applying security rules.

evanca

blockchain

data-engineering

522

firebase-data-connect

Integrates Firebase Data Connect into Flutter apps. Use when setting up Data Connect, designing queries, handling errors, or applying security and performance best practices.

evanca

data-ai

data-engineering

522

riverpod

Uses Riverpod for state management in Flutter/Dart. Use when setting up providers, combining requests, managing state disposal, passing arguments, performing side effects, testing providers, or applying Riverpod best practices.

evanca

data-ai

database-tools

522

firebase-database

Integrates Firebase Realtime Database into Flutter apps. Use when setting up Realtime Database, structuring JSON data, querying, performing read/write operations, implementing offline capabilities, or applying security rules.

evanca

databases

architecture-patterns

522

architecture-feature-first

Structures Flutter apps using layered architecture (UI / Logic / Data) with feature-first file organization. Use when creating new features, designing the project structure, adding repositories/services/view models (or cubits/providers/notifiers), or wiring dependency injection. State management agnostic.

evanca

development

architecture-patterns

522

flutter-app-architecture

Provides best practices for Flutter app architecture, including layered architecture, data flow, state management patterns, and extensibility guidelines.

evanca

development

gaming

522

dart-3-updates

Applies Dart 3 language features in Flutter/Dart code. Use when writing if-else or switch statements, creating new classes, or deciding between a data class and a record.

evanca

development

mobile

522

flutterfire-configure

Sets up Firebase for Flutter apps using FlutterFire CLI. Use when initializing a Firebase project, running flutterfire configure, initializing Firebase in main.dart, or configuring multiple app flavors.

evanca

development

mobile

522

flutter-change-notifier

Implements state management with ChangeNotifier and Provider in Flutter. Use when setting up ChangeNotifier models, providing them to the widget tree, consuming state with Consumer or Provider.of, or optimizing rebuilds.

evanca

development

mobile

522

firebase-cloud-functions

Calls Firebase Cloud Functions from Flutter apps. Use when setting up callable functions, passing data to functions, handling errors from function calls, optimizing performance, or testing with the Firebase Emulator Suite.

evanca

development

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