When to activate: Quarkus, native image, CDI, Panache, reactive, RESTEasy, GraalVM, health checks, Quarkus config
Test-driven development for Quarkus 3.x LTS using JUnit 5, Mockito, REST Assured, Camel testing, and JaCoCo.
Verification loop for Quarkus projects: build, static analysis, tests with coverage, security scans, native compilation, and diff review…
Run a comprehensive quarterly CRM audit covering list health, bounce monitoring, data quality, scoring calibration, engagement metrics…
Use when the user is explicitly working with Quarto, .qmd files, _quarto.yml, Quarto projects, or Quarto features such as callouts…
Generates CQRS Queries and Handlers for PHP 8.4.
Diagnose and improve PostgreSQL query performance using measured workload evidence.
Execute use when you need to work with query optimization.
Answer a question using this OKF wiki and (optionally) file the answer back as a reusable page.
Translate SQL queries between different database dialects with function mapping and optimization
Writes and executes SQL queries from simple SELECTs to complex multi-table JOINs, aggregations, and subqueries.
Write efficient data queries in B2C Commerce for products, customers, and orders.
Query tophog — the ingestion pipeline's heavy-hitter store in ClickHouse — to identify hot or expensive actors (team_id, distinct_id…
name: quest-hub-stitcher description: Expand a quest hub with recurring NPC voices, items, and artifacts. metadata: short-description…
To ask targeted clarification questions only when high-impact unknowns block safe execution.
Operate and verify queues with or without Horizon; safe worker flags, failure handling, and test strategies
Simulates and manages QUIC network connection migration to ensure seamless endpoint switching without session interruption.
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…
Use this agent when a PR touches production data, migrations, or behavior that could silently discard or duplicate records.
One-line summary of key Agent Monitor metrics — active sessions, total cost from the pricing engine, events today from daily_events, top…
QuickBooks Online payment handling: recording customer payments and applying them to invoices, partial and multi-invoice application…