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* feat(phase-08/19): visual autoregressive code + skill * feat(phase-10/25): speculative decoding code + skill * feat(phase-10/34): gradient checkpointing skill * feat(phase-11/16): langgraph state machines skill * feat(phase-11/17): agent framework tradeoffs skill * chore(catalog): rebuild after content-gap fixes * fix(coderabbit): defensive guards + dimensional units + softened framework claims * docs(readme): sync skill count to catalog totals