Invoke when the user asks to review, check, audit, or look over Qt6 C++ code — or suggest before committing.
Invoke when the user asks to review, check, audit, or look over Qt6 QML code -- or suggest before committing.
Use when the user is investigating QML / Qt Quick performance — both vague complaints ("the UI feels laggy", "this is slow", "frames are…
Set up Qt Linguist workflow with .ts files, lupdate/lrelease integration, and translation management
Automate Qualaroo tasks via Rube MCP (Composio).
Write AI qualification prompt variables for prospect evaluation.
VS-Enhanced Qualitative Design Consultant with Ethnography & Action Research Enhanced VS 3-Phase process: Avoids overused phenomenology…
Perform GRADE quality assessment on a research source
Quarantines an intermittently failing test behind a ticket with an owner and expiry, assigns a root-cause bucket from isolated reruns, and…
ISO 13485 Quality Management System implementation and maintenance for medical device organizations.
Export a promoted fine-tuned model in the right deployment format — merged safetensors, LoRA-only, GGUF with imatrix, or FP8.
Quarkus 3.x LTS architecture patterns with Camel for messaging, RESTful API design, CDI services, data access with Panache, and async…
Generates a full QBR narrative — revenue trend, margin trend, customer health, top opportunities and risks — as a presentation-ready PDF…
Query logs from Axiom for debugging (read-only, no ingestion allowed)
Construct ObjectQL queries — filters, sorting, pagination, aggregation, relation expansion, and full-text search.
Generates CQRS Queries and Handlers for PHP 8.4.
Active clarification and query expansion when human input is underspecified or vague.
Search the FPF knowledge base and display hypothesis details with assurance information
Write, execute, or optimize analytical DuckDB SQL against MotherDuck data.
Cross-engine query optimization guide. EXPLAIN/EXPLAIN ANALYZE across PostgreSQL, MySQL, MongoDB, Cassandra, ClickHouse. Index strategies…