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数据工程

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数据工程调试销售与营销大语言模型与 AI 系统管理效率与集成代码质量 Git 工作流架构模式文档项目管理测试金融与投资安全知识库技术文档后端前端教育 CI/CD 自动化工具机器学习内容创作游戏开发学术脚本 CMS 与平台移动端云计算 IDE 插件打包与分发数据分析框架内部媒体设计全栈房产与法律生物信息学命令行工具 SQL 数据库计算化学容器实验室工具数据库工具健康与健身智能合约监控域名与 DNS 工具 Web3 工具健康养生支付文学与写作电商开发哲学与伦理天文与物理电子商务占卜与神秘学手工艺术科学计算商业应用 DeFi NoSQL 数据库烹饪艺术 $Undefined

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数据工程调试销售与营销大语言模型与 AI 系统管理效率与集成代码质量 Git 工作流架构模式文档项目管理测试金融与投资安全知识库技术文档后端前端教育 CI/CD 自动化工具机器学习内容创作游戏开发学术脚本 CMS 与平台移动端云计算 IDE 插件打包与分发数据分析框架内部媒体设计全栈房产与法律生物信息学命令行工具 SQL 数据库计算化学容器实验室工具数据库工具健康与健身智能合约监控域名与 DNS 工具 Web3 工具健康养生支付文学与写作电商开发哲学与伦理天文与物理电子商务占卜与神秘学手工艺术科学计算商业应用 DeFi NoSQL 数据库烹饪艺术 $Undefined

数据工程

Wil Data

Markdown 데이터를 AI가 활용하기 좋은 구조화된 형식으로 변환합니다. `/wil-data` 명령어를 지원합니다.

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Snowflake Dbt Query

Connect to Snowflake production database via dbt or Snowflake CLI to run models, execute queries, compile/test, and manage external tables. Use when the user needs to interact with production Snowflake data, run dbt commands against prod, query production tables, execute SQL via CLI, or validate production data pipelines.

Generate Data Sync

Keeps tools/generate-data seeders and docs in sync when main or management DB schema or ORM entities change. Use when adding or changing tables/entities in packages/orm, packages/management-orm, or infra database migrations.

Views Architecture

SQL-first view pipeline architecture for complex read queries with Dapper. Use when working with SQL views, IViewService, IViewRegistry, IDapperQueryService, adding new views, debugging view execution, or understanding the EF Core + Dapper hybrid architecture. Covers view definitions, code generation, Blazor integration, error handling, and multi-tenant view isolation.

Flux Generator

FLUX image generation – fast high-quality images via Replicate (Schnell/Dev)

Orchestrate Platform Routing

Build a task-to-platform delegation plan using the editable platform registry, current model inventory, and cost/privacy constraints.

Gpt Geo Report

Use when a predefined GEO query bundle must be run through the ChatGPT website and converted into a reusable deep analysis report with portable batch artifacts.

Rag Manager

RAG Manager - Handle document chunking, embedding, and vector storage for RAG pipelines

Nestjs

Avoid common NestJS mistakes — DI scoping, circular dependencies, validation pipes, and module organization traps.

Data Helper

Helps with data processing tasks.

Job Search Custom

Persistent job search pipeline with SQLite dedup, 9-site staggered search, resume scoring, auto-prepared application materials, and Telegram+email notifications. Human approval required.

Evidence Pack Timeline

Timeline-heavy packet construction for incident, chronology, and dossier requests.

Dbos Python

DBOS Python SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing Python code with DBOS, creating workflows and steps, using queues, using DBOSC...

Cost Reducer

Reduce cloud, infrastructure, and operational costs while maintaining performance. Use when writing database queries, configuring cloud resources, optimizing bundles, setting up caching, choosing between services, sizing instances, configuring CDN, managing storage, or reviewing code for cost inefficiencies. Covers AWS/GCP/Vercel pricing, database optimization, serverless tuning, image pipelines, observability costs, and FinOps practices.

Preflight

Full ideation cycle orchestrator. Runs the complete idea validation pipeline: assumptions → ideate → premortem → compare → personas → scope. Tracks progress, routes to the next phase, and handles pivots when ideas die. Use when: "full ideation", "preflight", "run the whole cycle", "start from scratch", "validate this properly", "full validation".

dineshsaravanank0

Diagnose With Must Gather

Collect and analyze OADP diagnostic data using oadp-must-gather to troubleshoot backup, restore, and deployment issues.

Terminal Operations

Data structures, workflows, and default values for container terminal operations: vessel loading/unloading sequences, end-to-end container flows, gatehouse processes, staff roles, shift models, KPIs, dashboards, and EDI message types. Use when implementing operational logic, event systems, or performance tracking.

Container Cargo Entities

Data structures, schemas, and default values for shipping containers and cargo entities in terminal simulations. Use when creating or modifying container models, cargo attributes, hazardous goods handling, or container lifecycle state machines.

Docker Best Practices

Docker image optimization, multi-stage builds, security hardening, layer caching, and Compose patterns for development and production

Rails Query Object

Creates query objects for complex database queries following TDD. Use when encapsulating complex queries, aggregating statistics, building reports, or when user mentions queries, stats, dashboards, or data aggregation.

Terminal Equipment Entities

Data structures, schemas, default values, and animation parameters for container terminal equipment (STS cranes, RTGs, RMGs, ASCs, reach stackers, terminal tractors, AGVs). Use when creating equipment models, cycle animations, or operational logic.

Xano Schema Design

Schema design best practices for Xano - normalization, data types, foreign keys, constraints, and index design. Use when designing new tables or optimizing existing database structure.

Seed

Add, update, or reload fixture data (seed data) for the AircraftQuiz project. Use this skill when the user wants to add new aircraft questions, change existing test users, add versus/zoomed questions, adjust LP/rank distributions, or reload the database with fresh data — without any schema change. Trigger on phrases like "add a question", "add a new aircraft", "reset the DB data", "reload fixtures", "add seed data", "update test users".

Json Transform

Transform, filter, merge, and validate JSON data

Cql Type System Schema Handling

Implement and deserialize all CQL types including primitives (int, text, timestamp, uuid, varint, decimal), collections (list, set, map), tuples, UDTs (user-defined types), and frozen types. Use when working with CQL type deserialization, schema validation, collection parsing, UDT handling, or type-correct data generation.

Cassandra Sstable Format Parsing

Guide parsing of Cassandra 5.0+ SSTable components (Data.db, Index.db, Statistics.db, Summary.db, TOC) with compression support (LZ4, Snappy, Deflate). Use when working with SSTable files, binary format parsing, hex dumps, compression issues, offset calculations, BTI index, partition layout, or debugging parsing errors.

Test Data Generation Validation

Generate real Cassandra 5.0 test data using Docker containers, export SSTables with proper directory structure, validate parsing against sstabledump, and manage test datasets. Use when working with test data generation, dataset creation, SSTable export, validation, fixture management, or sstabledump comparison.

Dbt Best Practices

dbt data modeling best practices following Kimball/dimensional modeling. Use when writing or reviewing dbt models, adding tests, choosing materializations, or following SQL/YAML/Jinja style conventions. Covers architecture layers, naming conventions, testing strategy, SQL style, and BigQuery optimization.

Audit Connector Parity

Audit parity between an ADP (Agentic Data Platform) connector in airbytehq/sonar and its DR (Data Replication) sister connector in airbytehq/airbyte. Use when verifying that an ADP connector and its DR counterpart are aligned on streams/entities, authentication, schemas, API versions, and query parameters.

Chain Query

Build and execute blockchain data queries for EVM chains and Solana (token balances, events, transactions, account data)

crampeddamselfly0