Machine learning

Exports sanitized metadata, parameters, reproducibility details, quality metrics, and optional review artifacts from Medical AI inference runs or evidence…

Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM.

Amazon Redshift expert.

Getting a first Qdrant Managed Cloud cluster running and connected safely: Free, Standard, and Premium tiers, choices that can't be changed later, creating…

Guides embedding model migration in Qdrant without downtime.

Guides tenant isolation architecture in Qdrant for multi-tenant or multi-user applications.

Covers everything about search in MongoDB: Atlas Search (full-text), Vector Search (semantic), and Hybrid Search.

Scans lyrics for phrases that may match existing songs using web search and LLM knowledge.

Diagnoses and improves Qdrant search relevance.

Real-time depth map privacy transforms using Depth Anything v2 (CoreML + PyTorch)

Design well-structured agent loops with best-practice coaching and cross-model review gates before you run them.

Use this skill when diagnosing IAM and access failures for Bedrock and SageMaker.

Use this skill for GPU training or inference clusters on SageMaker HyperPod (Slurm or EKS), ParallelCluster, or self-managed EC2/EKS GPU instances.

Cost guardrail for AWS DevOps Agent that covers ALL AWS services and native agent tools.

Amazon SageMaker AI Operational Review.

Manage Venice API keys.

Call POST /embeddings on Venice.

Discover Venice models, their capabilities, constraints, and pricing.

Multi-dimensional LLM council review of an open PR (default) or a local feature branch (§ 8 branch mode, invoked via `/gflow:branch-review`).

Use when code needs a judgment about natural language that rules or regex cannot make (classify, route, triage, moderate, score, rank, match, dedupe, filter…

Use when writing or reviewing AI agent configs, system prompts, or tool definitions (JSON/YAML/Python) and you need to catch ambiguous tool descriptions…

Lint AI agent instruction files (SKILL.md, CLAUDE.md, AGENTS.md, GEMINI.md), tool definitions, system prompts, and agent configs with the deterministic…

Knowledge management, document synthesis, and concept graph maintenance following Andrej Karpathy's LLM-Wiki pattern.

Unified Kaggle skill.