Run Python code in the cloud with serverless containers, GPUs, and autoscaling.
Direct REST API access to PubMed. Advanced Boolean/MeSH queries, E-utilities API, batch processing, citation management. For Python…
Spreadsheet toolkit (.xlsx/.csv). Create/edit with formulas/formatting, analyze data, visualization, recalculate formulas, for spreadsheet…
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…
Use when the user wants to performance-test, load-test, or stress-test a public website end-to-end with k6.
Use this skill when the user wants to push and pull oci images to/from kubernetes clusters.
Infrastructure as Code (IaC) deployment expert for Apache Kafka.
Scan a project to identify Kafka applications, extract schemas from data models, tag PII fields, generate Terraform for Confluent Schema…
Architect, build, and debug Kafka Streams apps (JVM-embedded stream processing).
Use when: (1) You have limited daily submission quota and 50+ skill files to explore, (2) Most Kaggle experiments cost 1 quota each but…
Use when looking for top-solution tricks on a Kaggle competition, when needing CV-LB gap discussions, when validating a strategy against…
Use when: (1) Your OOF score improved but LB didn't (or got worse), (2) You need to decide whether to submit based on OOF alone, (3)…
Optimal blending strategy for Kaggle competitions: 80/20 rule (re-ranking vs raw).
Multi-agent team management skill for engineering projects.
Generates AI illustrations and concept art by dispatching natural language image requests to an automated backend channel.
Write Kagura's journal, stories, and podcast.
Automates the implementation of development tasks through a structured TDD workflow and integrated task management.
Captures learning moments as short, permanent markdown notes in the project's kaizen/ directory, and registers them in AGENTS.md for…
Investigate bugs in kaizen-agents-org, identify which project owns the failing behavior, and file a GitHub issue in the correct repository.
Use when multi-platform integrations for Kalodata research.