“data engineering”

Use when a user asks to review an existing GitHub PR end-to-end, including PR checkout, scope framing, acceptance-criteria verification, draft review…

Load for operating GCP imperatively — identity and access (IAM roles, service accounts, ADC, impersonation), runtime configuration and deployment of compute…

Engineering manager-mode plan review for VibeFlow.

Generates Spring Boot 3.x configurations, creates REST controllers, implements Spring Security 6 authentication flows, sets up Spring Data JPA repositories…

Use when the user wants to add a roadmap item, submit a roadmap request, propose a product roadmap candidate, or log RO-team roadmap intake in Linear.

Feature construction from market data for ML trading models including price, volume, on-chain, and microstructure features

Polishes raw Suno audio by processing per-stem WAVs (vocals, backing_vocals, drums, bass, guitar, keyboard, strings, brass, woodwinds, percussion, synth…

Prepare reliable product, software, workflow, and sales demos.

SOC2, HIPAA, GDPR, PCI-DSS, FedRAMP compliance implementation in code.

Use when a reported bug needs to be proven before anyone fixes it — a symptom seen in a customer or cloud environment, a report with no confirmed cause, an…

A股特征工程/因子合成。当用户说"特征工程"、"因子合成"、"feature engineering"、"特征构造"、"因子加工"、"特征变换"时触发。基于 cn-stock-data 获取数据，进行系统化特征工程与因子合成。支持 formal/brief 两种输出风格。

Unified verification engine for Python data science projects.

Applies Galactic engineering rules for work in the galactic-ide repository.

Use when Malvex needs to turn validated findings into YARA, Sigma, EDR, network, memory, or behavioral detections.

6 production-ready AI engineering workflows: prompt evaluation (8-dimension scoring), context budget planning, RAG pipeline design, agent security audit…

Use this skill when wiring the DOCA SHA Offload Engine (an OpenSSL ENGINE) into an existing OpenSSL pipeline to offload one-shot SHA-1, SHA-256, or SHA-512…

Use when preparing a medical-imaging dataset (DICOM/NIfTI) for modelling.

Recommend playbooks; apply human-selected methods.

Constructs technical Suno style prompts for the current model family (v6, v6-wild, v6-mini), selects models and generation settings, and optimizes prompts.

Use when implementation is complete and the user asks to raise, create, open, prepare, or update a PR for an existing Linear issue in this repository

Use when implementing or reviewing frontend architecture, component variants, data boundaries, localization, preferences or SSR hydration while preserving…

Practical guide for building production ML systems based on Chip Huyen's AI Engineering book.

ICM-based zero-to-verified engineering workflow.

Use when reviewing a vd-studio pull request as the automated AI PR reviewer (OpenHands pr-review plugin) — judging test coverage for a diff, structuring the…