Master Python from fundamentals to advanced OOP, async programming, and web frameworks.
Systematically refactors Python code to improve maintainability, readability, and performance using industry-standard design patterns and…
Python resilience patterns including automatic retries, exponential backoff, timeouts, and fault-tolerant decorators.
Python resource management with context managers, cleanup patterns, and streaming.
Python language expert -- debugging, packaging (PyInstaller/Nuitka/cx_Freeze), testing (pytest/unittest), type checking (mypy/pyright)…
Force Python versions via uv for cloud compatibility.
Python visual creation and matplotlib/seaborn patterns for PBIR reports.
PyTorch deep learning patterns and best practices for building robust, efficient, and reproducible training pipelines, model…
Graph Neural Networks (PyG). Node/graph classification, link prediction, GCN, GAT, GraphSAGE, heterogeneous graphs, molecular property…
High-level PyTorch framework with Trainer class, automatic distributed training (DDP/FSDP/DeepSpeed), callbacks system, and minimal…
ZX-calculus based circuit simplification skill for advanced quantum circuit optimization
QA-test a website or web app and return a 1-5 quality score (5 = flawless, 1 = broken) with evidence.
Verify claims in a session/PR/transcript against on-disk reality.
Senior QA/QC engineer that evaluates existing codebases for test quality.
Internal PostHog developer frontend/browser QA skill.
This skill should be used when the user asks to "design a test strategy", "figure out our testing approach for this feature", "how much…
Manages the end-to-end QA ticket lifecycle across Notion intake, GitHub Issue publication, and verified PR delivery.
Guides tenant isolation architecture in Qdrant for multi-tenant or multi-user applications.
Different techniques to optimize the performance of Qdrant, including indexing strategies, query optimization, and hardware considerations.
Covers upgrading Qdrant server and SDKs without interrupting availability or losing data integrity.
Orchestrates end-to-end Qinghu AI e-commerce workflows for viral video replication, cinematic TVC ads, model try-ons, image enhancement…