domain cluster

Data & AI

Machine learning, LLMs, and data processing.

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data-engineering
304

qe-cicd-pipeline-qe-orchestrator

Orchestrate quality engineering across CI/CD pipeline phases. Use when designing test strategies, planning quality gates, or implementing shift-left/shift-right testing.

proffesor-for-testing
proffesor-for-testing
data-ai
open
data-engineering
304

qe-stream-chain

Stream-JSON chaining for multi-agent pipelines, data transformation, and sequential workflows

proffesor-for-testing
proffesor-for-testing
data-ai
open
data-engineering
304

qe-test-execution

Parallel test execution orchestration with intelligent scheduling, retry logic, and comprehensive result aggregation.

proffesor-for-testing
proffesor-for-testing
data-ai
open
data-engineering
304

qe-wms-testing-patterns

Warehouse Management System testing patterns for inventory operations, pick/pack/ship workflows, wave management, EDI X12/EDIFACT compliance, RF/barcode scanning, and WMS-ERP integration. Use when testing WMS platforms (Blue Yonder, Manhattan, SAP EWM).

proffesor-for-testing
proffesor-for-testing
data-ai
open
data-engineering
304

spring-boot-jdbc-batch-update-implementation

Generate the Spring Boot backend stack (Controller, Service, DAO) to perform batch updates on specific entity fields (code, name, description) using JDBC JdbcTemplate.

ECNU-ICALK
ECNU-ICALK
data-ai
open
data-engineering
304

technical-writing-for-alarm-component-records

Generates or improves technical documentation for the 'Detailed information about an alarm record' section in a cloud-based gateway management platform, adhering to a specific field schema and style preferences.

ECNU-ICALK
ECNU-ICALK
data-ai
open
data-engineering
304

sql-componentsrawflow

Создание и корректировка SQL-запросов для базы данных ClickHouse (таблица ComponentsRaw.flow) с учетом специфических правил преобразования типов портов и синтаксических ограничений.

ECNU-ICALK
ECNU-ICALK
data-ai
open
data-engineering
304

logframe-table-generator

Generates a Logical Framework (Logframe) in a table format with specific columns for project planning and evaluation.

ECNU-ICALK
ECNU-ICALK
data-ai
open
data-engineering
304

vba-macro-for-safe-row-copying

Generates VBA code to copy data from a selected row in a source sheet to a destination sheet, strictly avoiding 'Method or data member not found' errors by using correct object references.

ECNU-ICALK
ECNU-ICALK
data-ai
open
data-engineering
304

custom-python-dataframe-implementation

Implement a custom DataFrame class in Python with specific methods (__init__, __getitem__, __repr__, etc.) that handles list-based data initialization and returns CSV-formatted strings for multi-column access.

ECNU-ICALK
ECNU-ICALK
data-ai
open
data-engineering
304

data-warehouse-design-and-python-etl-implementation

Design a comprehensive star schema data model from business KPIs, generate MySQL DDL scripts, and create secure Python ETL scripts for daily data synchronization using upserts and complex SQL queries.

ECNU-ICALK
ECNU-ICALK
data-ai
open
data-engineering
304

edge-tts-pyaudio-gapless-streaming

Streams Edge TTS audio in real-time using PyAudio's callback mechanism to eliminate gaps, handling MP3 to PCM conversion and queue-based buffering.

ECNU-ICALK
ECNU-ICALK
data-ai
open
data-engineering
304

generate-scp-foundation-logs-for-cassy

Generates standard SCP Foundation formatted logs (Test, Discussion, Event) featuring SCP-085 (Cassy), utilizing a detailed transition workflow for test logs with enhanced clinical formatting and specific interview protocols.

ECNU-ICALK
ECNU-ICALK
data-ai
open
data-engineering
304

c-priority-event-queue-implementation

Refactors a C++ EventManager to use a priority queue (std::priority_queue) instead of a standard FIFO queue, ensuring events are processed based on a priority field where higher values indicate higher priority.

ECNU-ICALK
ECNU-ICALK
data-ai
open
data-engineering
304

conceptual-spacecraft-design-and-engineering

Generates detailed conceptual designs for autonomous, deep-space exploration spacecraft, focusing on bio-inspired forms (e.g., spermatozoa cell), advanced multi-layered shielding systems (hydrogen aerogel, boron-polyethylene, tungsten), self-replicating maintenance drones ('crabbie fellows'), and long-duration power/data solutions (nuclear reactors, 5D crystalline storage).

ECNU-ICALK
ECNU-ICALK
data-ai
open
data-engineering
304

design-scalable-firestore-dataverse-for-superapp

Designs a modular and scalable Firestore database schema (dataverse) for a superapp ecosystem. It unifies core entities like users, orders, and vehicles across multiple services (e.g., shops, logistics, water) to ensure data isolation, reduce technical debt, and allow for 'plug and play' addition of new mini-apps.

ECNU-ICALK
ECNU-ICALK
data-ai
open
data-engineering
304

dynamic-gas-estimation-via-json-rpc-for-ethersjs-v6

Estimates gas fees dynamically using provider.send('eth_gasPrice') for environments where getGasPrice is unavailable. Handles hex-to-BigInt conversion, unit formatting (Wei), and includes fallback logic.

ECNU-ICALK
ECNU-ICALK
data-ai
open
data-engineering
304

firestore-expenses-lifecycle-and-charting

Manages the full lifecycle of Firestore expense data, including date-based initialization, additive array updates across time granularities, and time-series visualization using Jetpack Compose and Vico.

ECNU-ICALK
ECNU-ICALK
data-ai
open
machine-learning
304

maya-pythonnurbsuv

使用Maya Python将选中的多边形或细分模型转换为NURBS曲面,并按照指定的U和V方向数量提取曲线。

ECNU-ICALK
ECNU-ICALK
data-ai
open
machine-learning
304

excelbacktrader

用于将包含自定义时间列(如'bob')的Excel金融数据读入Backtrader。该技能包含处理时间格式转换、映射OHLCV列,以及通过Pandas倒序解决K线图时间轴反向问题的完整流程。

ECNU-ICALK
ECNU-ICALK
data-ai
open
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