Architectural decision-making framework.
Encontra oportunidades de "deepening" no codebase — refactors que transformam modulos shallow (interface complexa, implementacao simples)…
Use only when creating new registrable ML components that require Factory or Registry patterns.
Manage architecture changes with impact analysis, ADR generation, migration planning, and breaking change tracking
Orchestrate architecture evolution workflow with ADR management, architecture review, breaking change analysis, and migration planning
Group the current branch's commit history into semantic phases along a timeline, and generate two review documents: architecture evolution…
Design architecture foundations before implementation.
Master proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design to build…
Conducts a comprehensive multi-perspective architecture review using ALL architecture team members.
Author architectural UML diagrams in Mermaid syntax from findings that describe a system's structure — components, modules, services, and…
This skill should be used when the user is starting an architecture project
Choose a model architecture for a medical-imaging research question before scaffolding.
Patterns for acquiring content from Internet Archive and archival sources
Capture a query answer and file it as a persistent artifact in .aiwg/working/answers/ with promotion guidance to a permanent destination.
Document architectural decisions with options analysis and traceability
[COMMUNITY] Assess Austrian DSG / GDPR obligations — Data Protection Authority patterns, §§12–13 DSG special provisions, image processing…
[COMMUNITY] Generate an Australian Energy Sector Cyber Security Framework maturity assessment for energy-sector projects with IT, OT…
[COMMUNITY] Generate an AI assurance assessment for Australian Government / regulated-sector AI systems covering DTA AI Policy v2.0, ISO…
[COMMUNITY] Generate a DISP (Defence Industry Security Program) Member self-attestation pack covering E8 ML2, ISM applicability…
[COMMUNITY] Generate a Privacy Impact Assessment (PIA) for Australian Government entities under Privacy Act 1988 s33D, assessing…
[COMMUNITY] Generate a Canada Algorithmic Impact Assessment per the TBS Directive on Automated Decision-Making — Levels I–IV questionnaire…