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Data & AI

Launches a GPU instance on Vast.ai given an offer ID or requirements (GPU count, Docker image, disk size). Helps quickly spin up a machine for training, inference, or development without manual infrastructure setup.

Data & AI

Build and deploy production ML systems with PyTorch, TensorFlow, and modern infrastructure.

Data & AI

Full workflow from research direction to validated, pilot-tested ideas, chaining research, idea creation, novelty check, and review.

Data & AI

Assess portfolio risk with neural-trader: VaR, CVaR, Sharpe, position sizing, and circuit breaker status.

Data & AI

Validated recipe for training MiniMax-Music3 style adapters (album clones) with ace-train mm3-lm-train, covering hyperparameters, cropping, and checkpoint selection.

Data & AI

Reads ИСУН procedure documents to extract budget, aid rate, grant range, and eligibility, with a deterministic currency gate and human sign-off.

Data & AI

A skill for medical information analysis, symptom tracking, and wellness guidance.

Data & AI

Formats prompts for different LLM providers (Claude, GPT, Gemini, etc.) and uses HNSW search for context retrieval.

Data & AI

Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use for data pipelines, workflow orchestration, and batch jobs.

Data & AI

Patterns for controlling LLM API costs: model routing by task complexity, budget tracking, retry logic, and prompt caching.

Data & AI

Access and manage NocoDB databases, tables, and records via REST API. A powerful open-source Airtable alternative with full API control.

Data & AI

Searches for available GPU machines on Vast.ai based on specific requirements like GPU model, VRAM, budget, and region. Helps compare offers and select the best machine for renting GPUs.