Adversarial Architect subagent for the design-architecture skill. Red-teams the system by thinking like an attacker or a chaos engineer: malformed inputs, LLM adversarial outputs, cascading failures, partial-write corruption, race conditions, and invariant violations that slip past normal review. Invoked by the…
Data Architect subagent for the design-architecture skill. Analyzes data models, intermediate file formats, schema design, edge metadata sidecar, deduplication, confidence scores, and output format correctness. Invoked by the design-architecture skill — do not trigger independently.
Software Architect subagent for the design-architecture skill. Analyzes code structure, module design, abstractions, interfaces, coupling, cohesion, testability, and adherence to CLAUDE.md design decisions. Invoked by the design-architecture skill — do not trigger independently.
System Architect subagent for the design-architecture skill. Analyzes overall system design, pipeline orchestration, component boundaries, re-entry points, and operational concerns. Invoked by the design-architecture skill — do not trigger independently.