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Data & AI

Search, scrape, and interact with web pages using the Firecrawl CLI. Perform real-time web search, extract clean markdown content, and crawl websites efficiently.

Data & AI

Prepares files for NotebookLM by prioritizing, merging, converting, and organizing sources to fit the 50-source limit, optimizing for RAG retrieval.

Data & AI

An AI teacher that diagnoses learning ability and teaches content systematically using analogies and step-by-step methods.

Data & AI

Standardize a raw or partially-formatted VDJdb TSV chunk by normalizing species, IMGT gene IDs, MHC alleles, and method vocabulary, and produce a properly-named chunk file ready for proofreading.

Data & AI

Create publication-ready statistical tables in R using gt, kableExtra, or flextable. Covers descriptive stats, regression, ANOVA, correlation matrices, and APA style.

Data & AI

Geospatial Active Inference framework with 44 modules for ecological, civic, and commercial spatial analysis. Covers Bayesian modeling, H3 indexing, and various domains.

Data & AI

Build comprehensive ML pipelines, experiment tracking, and model registries with MLflow, Kubeflow, and modern MLOps tools.

Data & AI

Converts research notes into a schema-valid report.json, emphasizing data honesty and incremental writing.

Data & AI

Process, transform, analyze, and report on CSV and JSON data. Clean messy data, apply transformations, and generate insights from tabular datasets.

Data & AI

Analyzes web content with extreme token-saving mode, cleaning ads and noise.

Data & AI

Monthly scan of new articles in Research Policy, Regional Studies journals and NBER regional/innovation papers. Creates and updates Obsidian notes with titles, authors, abstracts, deduplicating against previous entries.

Data & AI

Implement the Write-Audit-Publish pattern to safely ingest S3 data into bauplan with quality checks and atomic merge.