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Apply reuse, simplification, efficiency, and altitude cleanups to changed code — finds and fixes quality issues without touching correctness bugs.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
| name | simplify |
| description | Apply reuse, simplification, efficiency, and altitude cleanups to changed code — finds and fixes quality issues without touching correctness bugs. |
| license | MIT |
| metadata | {"author":"victusfate","version":"1.0"} |
Read and follow the complete skill instructions in skills/simplify.md.
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.
