Analytics & Monitoring Agent Skills for VS Code

Use when the user asks to create, scaffold, or edit Jupyter notebooks (`.ipynb`) for experiments, explorations, or tutorials; prefer the…

Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python.

Single-cell RNA-seq analysis. Load .h5ad/10X data, QC, normalization, PCA/UMAP/t-SNE, Leiden clustering, marker genes, cell type…

Evaluate research rigor. Assess methodology, experimental design, statistical validity, biases, confounding, evidence quality (GRADE…

Review Kafka Connect connector configurations for common misconfigurations using the Lenses MCP server.

Review Kafka producer and consumer performance configurations in both the live cluster (via Lenses MCP) and the codebase.

Audit all Kafka topic configurations against production best practices using the Lenses MCP server.

Prevent wasted research by verifying Kaggle competition data format BEFORE investing in RAG, technical planning, or model architecture…

Use when writing, reviewing, or committing code to enforce Karpathy's 4 coding principles — surface assumptions before coding, keep it…

Evaluates code implementations against the minimalist and rigorous engineering principles championed by Andrej Karpathy.

Use when designing or auditing the empirical section of a KDD paper, where evidence combines quality deltas with scalability and…

Use when hardening the reproducibility story of a KDD paper, where reproducibility is an explicit decision factor for area chairs.

Use when reasoning about how KDD papers get judged in its dual-cycle OpenReview process: per-review rebuttal, area-chair recommendations…

Multi-step KEGG bioinformatics workflows — pathway enrichment from gene lists, drug-target investigation, cross-species metabolic…

Direct REST API access to KEGG (academic use only).

Monitors the internal AI policy for deviations from actual practice — weekly comparison of stored impact assessments…

Create your first Kling AI video generation with a minimal working example.

Explore Kling AI models, versions, and capabilities for video and image

Generate images on ComfyUI with the Krea2 models (krea2_turbo, krea2_raw) — the exact verified node graph, sampler settings and the two…

This skill should be used when working with LaminDB, an open-source data framework for biology that makes data queryable, traceable…

Optimize LangChain API costs and token usage.