I often tell Claude Code to look at previous sessions in ~/.claude and it’s happy to jq/grep its way through them with no special tool. But being more efficient is always good.
Claude has been heavily RL'd on using jq/grep, even if the tool is more efficient, Claude using it incorrectly or reading a book of examples in order to understand how to use it correctly is going to end up underperforming.
I would love a service that I could upload these chats to (anonymously) so that those developing open models can have it as training data and not just the closed model companies. My understanding is that it’s very valuable, look what cursor have managed to train. Obviously some filtering so that only chats or projects you want to share get shared would need to be in order.
Building this made it obvious that there should be a standard format / specification for agent transcripts and logs (similar to ACP for runtime events). If you're interested in discussing this, please reach out!
Of course, it's impossible to know for sure what was LLM processed or not, but some of your posts (like this one) have been getting classified that way.
Of course, it's impossible to know for sure what was LLM processed or not, but some of your posts (like this one) have been getting classified that way.