Agent skills for Microsoft Copilot

Use when drafting the response letter for a revise-and-resubmit at the Journal of International Economics (JIE) — answering…

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…

Scalable data processing for ML workloads.

Upload images or files to Cloudflare R2 and get back a permanent public URL.

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 Cloud Transcoder: converting an Icecast, Shoutcast, RSAS or HLS audio stream to a different codec or…

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…

Batch embedding generation with caching, rate limiting, and multiple provider support

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.

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 wants to push code to Railway, says "railway up", "deploy", "ship", or "push".