agent-demos

Use when the user requests diagrams, flowcharts, architecture diagrams, ER diagrams, UML / sequence / class diagrams, network topology, ML/DL model figures (Transformer/CNN/LSTM), mind maps, or any visualization. Also use proactively when explaining systems with 3+ components, complex data flows, or relationships that benefit from visual representation. Best suited when the diagram needs custom styling, rich shape vocabulary, swimlanes, or exportable images (PNG/SVG/PDF/JPG). Generates .drawio XML and exports locally via the native draw.io desktop CLI.

Review implementation for structural quality — file size, spaghetti, abstraction discipline, type precision, canonical reuse. Auto-fixes when called from the chain; shows diffs for approval when called standalone.

Review current diff for correctness bugs and quality issues; supports --effort low|medium|high|max, --fix to apply fixes, --comment to post as PR inline comments.

Run all code review skills (code-review, code-quality-review, simplify), aggregate findings into a design doc, then drive the full feature chain (PRD → TDD → PR) to fix them systematically.

Apply reuse, simplification, efficiency, and altitude cleanups to changed code — finds and fixes quality issues without touching correctness bugs.