Agent skills for HTTP / API

Use when planning and drafting a revision and point-by-point response letter for a Journal of Operations Management (JOM) R&R…

Use when writing the response to a Governance: An International Journal of Policy, Administration, and Institutions revise-and-resubmit.

Use when planning and drafting the response to an Information Systems Research (ISR) revise-and-resubmit — prioritizing the Senior…

Use when responding after a Journal of Economic Growth revise-and-resubmit to organize responses about growth mechanisms, model…

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 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.

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…

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