Natural language semiconductor geometry generator powered by LLMs
LLM-to-GDSII pipeline, but semiconductor CAD is niche and validation unclear.
AI-powered animated comic generator — transform scripts into fully animated videos with AI-driven character design, storyboarding, and video synthesis.
Four hours of vibe coding with auto-commits as safety nets.
Developers interested in AI-assisted coding workflows
Cursor · Claude Code · GitHub Copilot Workspace
The app lets you: input a script → AI generates screenplay → character analysis → storyboard generation (with first/last frame images) → video generation. Supports OpenAI-compatible, Gemini, and Bytedance Seedance APIs for text/image/video models, configurable per-user via a settings UI.
Tech: Next.js full-stack, SQLite, queue-based async processing.
**The workflow:** 1. Describe tech requirements in plain text → AI generates architecture doc → review/tweak in the terminal 2. Reference the doc, load `superpowers:subagent-driven-development` → AI writes the plan, self-reviews it, then executes autonomously (~45 min) 3. Auto-commits after each feature (critical safety net if AI breaks something) 4. Bug? Screenshot + one sentence → AI fixes it 5. Ugly UI? "redesign using ui-ux-pro-max" → 3 iterations → done
The key insight from Karpathy's "vibe coding" concept: in this paradigm, *documentation quality matters more than coding ability*. The clearer your requirements, the better the output. Your role shifts from programmer to product manager.
I'm documenting the full workflow and useful Claude Code skills here: [2]
Curious if others have found good skill combinations for Claude Code, or are using similar approaches with other tools (Cursor, Aider, etc.).
[1] https://github.com/twwch/AIComicBuilder [2] https://github.com/twwch/vibe-coding
LLM-to-GDSII pipeline, but semiconductor CAD is niche and validation unclear.
Yet another semantic file search when Raycast AI and macOS Spotlight already exist.
Character consistency is better than raw generators, but still just another AI comic wrapper.
Natural language test generation via Claude; OpenAPI scanner auto-detects specs from source.
Mutable URLs let you iterate on a live page, but v0 dominates this space.
Natural language API routing—but Langchain integrations and API directories already solve this.