Question-first approach to understanding user journeys.
Structured clarification form for unresolved material requirements.
Scans and safely reclaims disk space by identifying removable build artifacts, package manager caches, and temporary files.
Display capability setup, display-capable device selection, UI DSL, icons, buttons, images, and video playback
For disposal by an unauthorized person — Section 816 of the German Civil Code (BGB): establishes the standard, burden of proof, and…
For disputes with the employers' liability insurance association — SGB VII: defines the standard, burden of proof and counterargument…
For disputes with health insurance companies — SGB V: defines the standard, burden of proof and counter-argument; result: test product…
When it comes to calculating distance and compensation payment in air passenger rights: checks deadline, form, jurisdiction, legal remedy an
Use when user wants to reduce noise, verbosity, or redundancy in markdown or text files.
Turn a large dataset (an existing oversized Coval test set, an export of past conversations, or a CSV/JSON of cases) into a small…
Apply data-correctness rules when writing or reviewing code that touches shared state — SQL/ORM queries and transactions, read replicas…
Distributed locking patterns with Redis and PostgreSQL for coordination across instances.
Use when a change affects distributed coordination, replication, partitioning, ownership transfer, ordering, idempotency, progress…
Automatically discover distributed systems skills when working with consensus, CRDTs, replication, partitioning, and distributed algorithms
Codified expertise for handling freight exceptions, shipment delays, damages, losses, and carrier disputes.
Agent workflow for generating highly diverse creative content using Verbalized Sampling (VS) technique.
Implements production-grade Django architecture including DRF API design, ORM optimization, and scalable project structures.
Django + Celery async task patterns — configuration, task design, beat scheduling, retries, canvas workflows, monitoring, and testing.
Django architecture patterns, REST API design with DRF, ORM best practices, caching, signals, middleware, and production-grade Django apps.
Deploy Django on Google App Engine Standard with Cloud SQL PostgreSQL.
Use when Django REST Framework for building APIs with serializers, viewsets, and authentication.