Agent skills for VS Code

Use when drafting the revision and response letter after a The Accounting Review (TAR) revise-and-resubmit — structuring point-by-point…

Create, update, review, and test production-quality R scripts for data ingest, cleaning, transformation, analysis, visualization…

R visual creation and ggplot2 patterns for PBIR reports.

Scalable data processing for ML workloads.

Aggregate research-corpus radar sidecars into a corpus or per-cluster freshness report — totals, overdue count, per-cluster / per-GRADE /…

Performs command-line binary analysis, reverse engineering, and security research using the radare2 toolchain.

Use when working with Radio Mast Stream Monitoring: monitoring Icecast, Shoutcast, RSAS or any HTTP/ICY radio stream for uptime and…

Use when working with the Radio Mast Streaming Network: hosting Icecast-compatible internet radio streams, choosing codecs (MP3, AAC…

Produce or audit a radiomics / tabular clinical-ML study — imaging or clinical features → any classical learner (penalised logistic [LASSO…

Expert in building Retrieval-Augmented Generation systems.

Chunking strategies, embedding model selection, hybrid search, reranking, eval metrics

Retrieval-Augmented Generation patterns for grounded LLM responses.

Automate Ragic tasks via Rube MCP (Composio).

Review code changes against project conventions, specs, and definition-of-done — parallel review directions merged into one station review.

Use when adding polymorphic activity timelines with live Turbo Stream updates to any Rails model.

Research how production Rails apps solve architectural problems using the Real World Rails repository.

When to activate: Rails, MVC conventions, ActiveRecord associations, service objects, strong parameters, concerns, callbacks, form…

Railway deployment via GraphQL API and GitHub integration.

Deploys and manages Qdrant vector databases on Railway for AI-powered semantic search and RAG applications.

This skill should be used when the user asks "railway status", "is it running", "what's deployed", "deployment status", or about uptime.

Commit, rebase, and merge the current branch.