Cross-engine query optimization guide. EXPLAIN/EXPLAIN ANALYZE across PostgreSQL, MySQL, MongoDB, Cassandra, ClickHouse. Index strategies…
Turn a decision you can't fully answer into a questionnaire for someone else to fill in.
Design a backpressure and scaling strategy for a queue consumer system.
Write a concise overview doc for the project quickly — what it is, how to run it, and the key files — as a short Markdown file, with…
Quick execution for ad-hoc tasks without full workflow overhead — use for small, self-contained requests
QuickBooks integration via Apideck's Accounting unified API — same methods work across every connector in Accounting, switch by changing…
Use to analyze quota distribution, attainment fairness, and productivity
Monitor and manage R2 to AWS Glacier Deep Archive migration.
Aggregate research-corpus radar sidecars into a corpus or per-cluster freshness report — totals, overdue count, per-cluster / per-GRADE /…
Use when integrating the Radio Mast REST API at api.radiomast.io/v1: Token authentication, creating radio stations and streams…
Agent skill for raft-manager - invoke with $agent-raft-manager
Expert in building Retrieval-Augmented Generation systems.
Hybrid search combining semantic and keyword retrieval for RAG pipelines.
Use when adding Tiptap rich text editing with debounced autosave to Rails models.
This skill should be used when the user asks about Railway features, how Railway works, or shares a docs.railway.com URL.
This skill should be used when the user wants to push code to Railway, says "railway up", "deploy", "ship", or "push".
This skill should be used when the user asks to 'triage unsorted bookmarks', 'clean up raindrop inbox', 'sort unsorted', 'organize…
Queue processing with fresh context per phase.
Create, inspect, validate, explain, and improve Ralph hat collections.
Initialize a PRD (Product Requirements Document) for structured ralph-loop execution
Run, monitor, resume, merge, and debug Ralph loops.