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Data & AI

This skill covers the end-to-end process of building machine learning models, from data preprocessing (handling categorical variables, scaling) to model selection, training with cross-validation and hyperparameter tuning, evaluation using appropriate metrics, and deployment in standard formats. It is useful for tasks like predictive modeling, classification, regression, or integrating ML predictions into applications.

Data & AI

Propose lattice-site swaps to lower relaxed energy of a fixed-composition configuration. Used for optimizing site occupancy in Agenticoptimizer.

Data & AI

Configure distributed training setup operations. Auto-activating skill for ML Training.

Data & AI

Generate professional HTML proposals with structured sections, pricing tables, and terms. Perfect for freelancers and agencies creating client proposals.

Data & AI

Searches Reddit, X/Twitter, and the web for recent opinions and sentiment on a topic. Produces a structured report with consensus, pain points, positive signals, and a confidence rating.

Data & AI

Perform deep research with one command: explore, verify, and generate a report.

Data & AI

Fetch full content of URLs using Exa's web fetch tool. Returns clean markdown, ideal for summarization and analysis. Supports batching multiple URLs.

Data & AI

Query historical crypto market data from 0xArchive across Hyperliquid, Lighter.xyz, and HIP-3. Covers orderbooks, trades, candles, funding rates, open interest, liquidations, and data quality. Use when the user asks about crypto market data, orderbooks, trades, funding rates, or historical prices on these exchanges.

Data & AI

Conduct structured ethical reviews of AI features, models, or products, covering fairness, transparency, privacy, safety, and accountability, with risk scoring and mitigations.

Data & AI

Orchestrate end-to-end ML pipelines with Prefect/Airflow: DAGs, dependencies, retry, scheduling, monitoring, and integration with MLflow, DVC, and feature stores.

Data & AI

Ingest data from S3 into bauplan using the Write-Audit-Publish pattern for safe, atomic data loading with quality checks.

Data & AI

Get institutional-grade CEO performance analytics for S&P 500 companies. Evaluate executive leadership with data-driven performance metrics.