QuickNode performance tuning — blockchain RPC and Web3 infrastructure integration. Use when working with QuickNode for blockchain development.
QuickNode prod checklist — blockchain RPC and Web3 infrastructure integration. Use when working with QuickNode for blockchain development.
QuickNode rate limits — blockchain RPC and Web3 infrastructure integration. Use when working with QuickNode for blockchain development.
QuickNode reference architecture — blockchain RPC and Web3 infrastructure integration. Use when working with QuickNode for blockchain development.
QuickNode upgrade migration — blockchain RPC and Web3 infrastructure integration. Use when working with QuickNode for blockchain development.
QuickNode webhooks events — blockchain RPC and Web3 infrastructure integration. Use when working with QuickNode for blockchain development.
Quickwit is a cloud-native search engine built in Rust for log management and distributed tracing. It offers sub-second search on cloud storage (S3, Azure Blob, GCS), an…
Flujo para generar una Propuesta de Refactor "Mjolnir" que reescribe módulos enteros bajo demanda.
Designing quizzes, personality assessments, and recommendation tools that segment users into actionable categories rather than generating clicks for clicks' sake.
Quota tracking, threshold monitoring, graceful degradation for rate-limited APIs.
Use when testing QuotaMonitor macOS app changes, validating local QA artifacts, or performing Computer Use walkthroughs in this repo.
Receive and verify Quoter webhooks. Use when setting up Quoter webhook handlers, debugging the MD5 hash verification, or handling Quote, Person, and Payment create/update events…
Run the quoting pipeline E2E test via browser automation. Use this agent whenever `/test-quoting-e2e` is invoked or when the user asks to test the quoting flow…
Inspect GitHub Actions self-hosted runner queues when a developer provides a run URL, job URL, runner label, or reports a blocked CI job, or invokes /qv-devops-runner-queue.
Provides Qwen Coder CLI delegation workflows for coding tasks using Qwen2.5-Coder and QwQ models, including English prompt formulation, execution flags, and safe result handling.
Build Qwen Image Edit workflows — model loading, conditioning, LoRAs, prompt patterns, and XY plot testing
Use when when you need to verify or retrieve package-internal metadata about compiled .NET assembly location and version before processing raw mass spectrometry files, or when…
ve got me and my Unicode keyboard. I think I need to get hired because phew if that
把研究假說轉成可重現的 R 或 SPSS 計量語法：panel FE/RE＋Hausman、調節（交乘項＋簡單斜率）、二次項轉折點 -β₁/(2β₂)、中介（bootstrap）。每段語法先附前置資料檢查（遺漏、極端值、相關矩陣，相關逾 0.9…
R testing patterns: testthat 3e with expect_* assertions, snapshot testing, mocking with mockery and httptest2, covr code coverage, lintr static analysis, property-based testing…
Upload files to Cloudflare R2, AWS S3, or any S3-compatible storage (like MinIO) and generate secure, time-limited presigned download links with configurable expiration, typically…
React Three Fiber (R3F) and Poimandres ecosystem best practices. Use when writing, reviewing, or optimizing R3F code.
Review React Three Fiber and Three.js code — color management, tone mapping, texture pipeline, GLB handling, useFrame performance, disposal patterns.
Use when when applying a series of mpactr filter functions (filter_mispicked_ions,
12 regulatory & QM agent skills and plugins for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw. ISO 13485 QMS, MDR 2017/745, FDA 510(k)/PMA, ISO 27001 ISMS, GDPR/DSGVO — from…
12 regulatory & QM agent skills and plugins for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw. ISO 13485 QMS, MDR 2017/745, FDA 510(k)/PMA, ISO 27001 ISMS, GDPR/DSGVO — from…
12 regulatory & QM agent skills and plugins for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw. ISO 13485 QMS, MDR 2017/745, FDA 510(k)/PMA, ISO 27001 ISMS, GDPR/DSGVO — from…
Operational skill for agents to run RabbitMQ messaging - exchanges, queues, bindings, ACK/NACK, DLQ, quorum queues, and consumer hygiene.
Best practices and guidelines for RabbitMQ message queue development with AMQP protocol
Ultimate RabbitMQ expertise skill for production-grade message broker architecture, implementation, and operations.
Ultimate RabbitMQ expertise skill for production-grade message broker architecture, implementation, and operations.
Architecting high-availability RabbitMQ messaging systems, exchange topologies (direct, fanout, topic, headers, consistent-hash), AMQP protocol patterns, prefetch tuning,…
Manage RabbitMQ connections, queues, exchanges, and message routing. Use when working with message queues, pub/sub patterns, or distributed messaging.
RabbitMQ patterns — exchanges, queues, routing, dead letter queues, priority queues, clustering
Patterns de messaging avec RabbitMQ — exchanges, queues, routing, dead letter, pub/sub et intégration avec MassTransit/.NET.
Rabbitmq Queue Setup - Auto-activating skill for Backend Development. Triggers on: rabbitmq queue setup, rabbitmq queue setup Part of the Backend Development skill category.
RabbitMQ in Rails — bunny client, sneakers for consumers, exchange topology (direct / fanout / topic / headers), durable queues + persistent messages, acknowledgements,…
Detect and diagnose race conditions in web applications through concurrent interaction testing, state mutation analysis, and timing-sensitive scenario reproduction.
Define a RACI matrix for a cross-functional project or process. Use when asked to build a RACI, create a responsibility matrix, clarify ownership across teams, or document…
Full brainstorming suite: facilitated ideation with proven methodologies, creative unblocking, structured evaluation, idea stress-testing, and design sprint for turning ideas into…
Regenerate README.md, the repo's landing page and only output surface: badges, a 3-4 bullet "since last scan" digest with inline links, a clickable trend table, the study shelf,…
Radicale is a lightweight, self-hosted CalDAV and CardDAV server written in Python. It shares calendars, to-do lists, journal entries, and contacts over standard protocols with…
프론트엔드 기능과 화면, 시스템을 코드 작성 전에 설계하는 RADIO 방법론이다. Requirements(무엇을 보장할까), Architecture(상태의 원천과 데이터 흐름), Data Model(화면을 위한 모델), Interface(경계의 계약), Optimization(설계에 내장된 성능과 장애 대응, 운영)…
End-to-end Radius Network development playbook. Stablecoin-native EVM with sub-second finality. Uses plain viem (defineChain, createPublicClient, createWalletClient) for all…
Node.js-native Raft consensus implementation for embedding distributed consensus directly into agent processes.
Optimize accuracy for RAG (Retrieval-Augmented Generation) systems. Covers: DB schema design, chunking strategies, retrieval optimization, accuracy testing, and anti-hallucination…
Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns.
Retrieval-Augmented Generation (RAG) system design patterns, chunking strategies, embedding models, retrieval techniques, and context assembly.
Review an existing Retrieval-Augmented Generation system and find why it underperforms. Use when asked to review or audit a RAG pipeline, diagnose wrong/ungrounded answers from a…
Evaluates RAG pipeline quality across retrieval (precision, recall, MRR) and generation (groundedness, hallucination rate).
Build production document ingestion pipelines with chunking, embedding, and vector DB storage. Activate on: document ingestion, chunking strategy, embedding pipeline, vector DB…
Retrieval-Augmented Generation patterns on Oracle Cloud Infrastructure — embeddings, vector stores, hybrid search, reranking, and production RAG architecture
Build and operate Retrieval-Augmented Generation (RAG) infrastructure with vector stores, embedding pipelines, and hybrid search.
RAG architecture: embeddings, chunking strategies, hybrid search (BM25 + vector), reranking, CRAG/self-correcting, multi-hop reasoning, evaluation metrics.
Design and architect RAG (Retrieval-Augmented Generation) pipelines. Covers vector DB selection, chunking strategies, hybrid retrieval (vector + knowledge graph), semantic…
High-performance vector similarity search engine for RAG and semantic search. Use when building production RAG systems requiring fast nearest neighbor search, hybrid sear — from…
Gate RAG pipelines in CI with versioned golden eval sets, per-metric thresholds, baseline drift detection, and a build that fails when retrieval or answer quality regresses.
Action Cable, Solid Cable, and Turbo Streams broadcasts. Use for WebSockets and live UI.
Active Storage, direct uploads, image variants, and Action Mailbox/Text. Use for files and rich text.
Active Record: models, associations, validations, callbacks, scopes, and query interfaces. Use when working with persistence layer.