What problem does it solve? Adding support for a new language feature (e.g., C++ <algorithm>, Python list comprehensions) to Semorphe requires coordinating discovery, code generation, round-trip testing, fuzzing, integration, and browser verification. This Skill automates that entire end-to-end workflow with a single command, enforcing mandatory gates between stages so no step is silently skipped. ## Core Features & Use Cases - Six-Stage Orchestration: Sequentially invokes component-discover, component-generate, component-roundtrip, component-fuzz, component-integrate, and verify-in-browser via the Skill tool, with pass/fail gates after each stage. - Mandatory Browser Verification: The final stage visually checks blocks in the browser, catching UI defects (missing toolbox entries, wrong colors, misplaced mutation buttons) that green test suites cannot detect. - Flexible Flags: Supports --dry-run, --skip-fuzz, --components=X,Y,Z, and --fuzz-count=N to control scope and depth. - Use Case: Run the pipeline on "cpp <algorithm>" to research, generate, round-trip test, fuzz, integrate, and visually verify all new C++ algorithm blocks, then commit them on an auto-numbered feature branch with an optional PR. ## Quick Start Ask the AI to run the component pipeline for a target such as "cpp <algorithm>" or "python list comprehension" to add and fully verify new language components end to end.
