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Main orchestrator for README-first AI repo reproduction. Use when the user wants an end-to-end, minimal-trustworthy reproduction flow that reads the repository…
ai-paper-reproduction Use when The user wants the agent to reproduce an AI paper repository. The target is a code repository with a README, scripts, configs, or documented commands. The goal is a minimal trustworthy run, not unlimited experimentation. The user needs standardized outputs that another human or model can audit quickly. The task spans more than one stage, such as intake plus setup, or setup plus execution plus reporting. Do not use when The task is a general literature review or paper summary. The task is to design a new model, benchmark suite, or training pipeline from scratch. The repository is not centered on AI or does not expose a documented reproduction path. The user primarily wants a deep code refactor rather than README-first reproduction. The user is explicitly asking for only one narrow phase that a sub-skill already covers cleanly. The user is explicitly authorizing exploratory branch-only experimentation instead of trusted reproduction.
don't have the plugin yet? install it then click "run inline in claude" again.