Super Library Agent lets LLM coding agents sequentially generate multiple related applications while maintaining a shared library of reusable components, addressing extraction and migration challenges through candidate-guided extraction over code-chunk summaries, pre-extraction codebase consolidation, and context-aware migration. The approach reduces code redundancy and token footprint versus baseline methods across the WebGen-Bench and PaperBench benchmarks.