Repo0: Design-Driven Zero-to-All Code Generation
Repo0 treats repository architecture as something the agent keeps revising before it writes the full codebase.
The paper targets “zero-to-all” generation, where an agent builds an entire project from natural-language requirements without a predefined repo structure. Repo0 tracks requirements, components, and their alignment in a Dual-DAG, then evolves component boundaries using modularity metrics until the structure converges. The authors say that converged architecture then guides test-driven code generation. On six RepoCraft repositories, they report higher Functionality Coverage and Pass Rate than baselines, including gains over RPG of up to 20.08 and 29.74 percentage points respectively. HF Daily Papers' note
The paper targets “zero-to-all” generation, where an agent builds an entire project from natural-language requirements without a predefined repo structure. Repo0 tracks requirements, components, and their alignment in a Dual-DAG, then evolves component boundaries using modularity metrics until the structure converges. The authors say that converged architecture then guides test-driven code generation. On six RepoCraft repositories, they report higher Functionality Coverage and Pass Rate than baselines, including gains over RPG of up to 20.08 and 29.74 percentage points respectively. HF Daily Papers' note
score 5