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Geospatial Active Inference Framework
Data & AI
Python framework with 44 modules for spatial analysis using Active Inference, Bayesian modeling, and H3 hexagonal indexing.
Run 150+ AI Apps with inference.sh CLI
Data & AI
Learn to use the inference.sh CLI to run over 150 AI apps for image generation, video creation, LLMs, search, 3D, and Twitter automation.
Machine Learning Engineer
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.
Atomistic Site Swap
Data & AI
Propose lattice-site swaps to lower relaxed energy of a fixed-composition configuration. Used for optimizing site occupancy in Agenticoptimizer.
Distributed Training Setup
Data & AI
Configure distributed training setup operations. Auto-activating skill for ML Training.
AI Proposal Generator
Data & AI
Generate professional HTML proposals with structured sections, pricing tables, and terms. Perfect for freelancers and agencies creating client proposals.
Last 30 Days Research
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.
Automated Deep Research
Data & AI
Perform deep research with one command: explore, verify, and generate a report.
Exa Web Fetch
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.
0xArchive - Historical Crypto Market Data
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.
Orchestrate ML Pipelines
Data & AI
Orchestrate end-to-end ML pipelines with Prefect/Airflow: DAGs, dependencies, retry, scheduling, monitoring, and integration with MLflow, DVC, and feature stores.
Write-Audit-Publish (WAP) Pattern
Data & AI
Ingest data from S3 into bauplan using the Write-Audit-Publish pattern for safe, atomic data loading with quality checks.