Agent skills for Microsoft Copilot

Report local Claude, Codex, Cursor, GitHub Copilot, Grok, and Kimi quota windows via the quota-axi CLI - remaining effective usable…

Use to analyze quota distribution, attainment fairness, and productivity

Quantum mechanics simulations and analysis using QuTiP (Quantum Toolbox in Python).

Expert guidance for RabbitMQ message broker management, including MQTT, streams, virtual hosts, monitoring, troubleshooting, and CLI…

Automate Radar tasks via Rube MCP (Composio).

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

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

Radix UI unstyled accessible primitives for dialogs, popovers, dropdowns, and more.

Picks random winners from lists, spreadsheets, or Google Sheets for giveaways, raffles, and contests.

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

Hybrid search combining semantic and keyword retrieval for RAG pipelines.

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).

Rails 7+ specialist that optimizes Active Record queries with includes/eager_load, implements Turbo Frames and Turbo Streams for partial…

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

Analyze Rails code for performance issues, optimize queries, identify bottlenecks, and ensure scalability.

This skill should be used when the user wants to push code to Railway, says "railway up", "deploy", "ship", or "push".

Queue processing with fresh context per phase.

Initialize a PRD (Product Requirements Document) for structured ralph-loop execution

Autonomous TDD development loop with parallel agent swarm, category evolution, and convergence detection.