You can't use Claude for this sort of thing if the goal is to make better AI systems. Anthropic finetunes Claude to dissuade people and the agent from using research that actually works. Anything that they use internally in their own models is poisoned, to protect their moat.

By proxy, that also means any openweights model that was distilled from Claude is equally useless for this purpose.

Thankfully, I don't believe OpenAI does this - they are far more honest and seem to care about their reputation. Anthropic is evil though.